This document outlines the key components and processes of conducting research. It discusses defining research problems and objectives, developing hypotheses, reviewing related literature, choosing appropriate research designs (such as descriptive, experimental, correlational), determining sample sizes and sampling methods, collecting and analyzing data, and presenting findings. It also covers important concepts like validity, reliability, and operationalizing definitions. The overall purpose is to provide guidance to researchers on how to properly plan and carry out a study.
Here are brief explanations for the test questions:
1. Qualitative research is a form of social inquiry that focuses on understanding and interpreting how people make sense of their experiences and the world in which they live. It involves collecting and analyzing non-numerical data to understand concepts, perceptions and experiences.
2. The three basic types of research approaches are:
- Scientific approach - deals with empirical data and allows control of variables. Uses quantitative methods.
- Naturalistic approach - people-oriented and focuses on understanding real meanings and social relations. Uses qualitative methods.
- Triangulation/mixed method - combines research designs, data collection and analysis techniques to enhance validity.
The naturalistic approach is people-oriented and focuses on
Research is defined as a systematic, methodical process of investigation leading to new discoveries. It involves collecting empirical data through observation and analysis in order to increase understanding of a topic. Research aims to be logical, analytical, and reproducible to allow others to confirm findings. It serves purposes like exploration, description, and evaluation. Research ethics require honesty, objectivity, integrity, and respect for colleagues, intellectual property, and human/animal subjects.
This is lesson 2 of the course on Research Methodology conducted at the Faculty of Social Sciences and Humanities of the Rajarata University of Sri Lanka
This document provides an overview of quantitative research. It defines quantitative research as research that collects and analyzes numerical data using statistical or computational techniques. The key characteristics of quantitative research outlined include using structured instruments to collect data, analyzing data from large samples, establishing relationships between variables, and generalizing results. Both the strengths and weaknesses of quantitative research are discussed, with strengths including allowing for broader studies and objective results, and weaknesses including potentially overlooking unique cases and contextual factors. Examples of quantitative variables that can be measured are also provided.
The document discusses conceptual frameworks, including what they are, how they should be structured, and their purposes. It defines a conceptual framework as a visual or narrative explanation of the key variables or concepts in a study and their relationships. It notes conceptual frameworks should identify relevant variables, define concepts, outline relationships between inputs and outputs, and help explain answers to research questions. The document provides steps for developing a conceptual framework, including identifying concepts, defining and operationalizing them, and showing relationships between variables. It includes an example conceptual framework on women's autonomy in household decision making.
The document discusses theoretical and conceptual frameworks. It defines a theoretical framework as providing context and rationale for examining problems by developing hypotheses and guiding research design and interpretation. A conceptual framework outlines possible approaches to an idea. The document provides guidance on developing frameworks, including selecting concepts, identifying relationships between concepts, defining concepts, and formulating the theoretical rationale. Frameworks can be descriptive, explanatory, or predictive. The document also discusses critiquing frameworks and the contribution of nursing frameworks to research.
This document defines key terms related to theoretical and conceptual frameworks, including concepts, constructs, variables, conceptual framework, and theoretical framework. It explains that a conceptual framework consists of concepts and proposed relationships between concepts, while a theoretical framework is based on existing theories. The purposes of conceptual and theoretical frameworks are to clarify concepts, propose relationships between concepts, provide context for interpreting findings, and stimulate further research and theory development.
After data is collected, it must be processed which includes verifying, organizing, transforming, and extracting the data for analysis. There are several steps to processing data including categorizing it based on the study objectives, coding it numerically or alphabetically, and tabulating and analyzing it using appropriate statistical tools. Statistics help remove researcher bias by interpreting data statistically rather than subjectively. Descriptive statistics are used to describe basic features of data like counts and percentages while inferential statistics are used to infer properties of a population from a sample.
This document provides an introduction to quantitative research. It defines quantitative research as collecting and analyzing numerical data to explore, describe, explain, or predict trends. Quantitative research aims for objectivity and controls outside factors. It states hypotheses and uses statistics to analyze results. The document outlines reasons for quantitative research such as exploration, description, explanation, prediction, and evaluation. It also describes common types of quantitative research designs and the key components of measurement, sampling, research design, and statistical procedures.
The course aims to introduce the basic ideas, concepts and principles of research methodology, the problem, methods of research, preparation of research instruments designed to arrive at exact analysis and interpretation of data.
This document discusses research instruments used for data collection. It describes three common instruments: questionnaires, interviews, and observation. Questionnaires involve structured questions to elicit responses, while interviews can be structured, unstructured, or focused. Observation can involve participating or non-participating. The document provides examples of each type of instrument and discusses characteristics of good instruments, such as being valid and reliable. It also outlines steps to prepare questionnaires and types of questions used.
This document provides an outline for developing a research proposal. It includes sections for background information, defining the research problem, formulating objectives, selecting a research topic, and identifying variables and measurements. Sample questions are given to help formulate a clear research problem. The purpose is to guide the researcher in developing the key components of an empirical study, including subjects, test organisms, study location, and phenomenon. Target beneficiaries are identified. References are also included. The overall goal is to design a scientifically sound research proposal or study.
There are many ways to classify research, including by purpose, goal, level of investigation, type of analysis, scope, choice of answers to problems, statistical content, and time element. Some of the main classifications are basic/pure research conducted for intellectual purposes versus applied research which tests theories in practice, quantitative research which uses statistics versus non-quantitative, and historical research which describes the past versus descriptive or experimental.
This document outlines the key steps in the research methodology process. It defines research as a systematic effort to gain new knowledge. The main steps include: reviewing existing literature, identifying problems, setting objectives and hypotheses, planning the methodology, executing the research, analyzing data, drawing inferences, and disseminating findings. It also discusses defining the research problem precisely, formulating objectives, conducting a literature review to learn from past studies, and concluding the research by summarizing the findings and their significance.
Note 3. Qualitative Research Vs Quantitative Research
- The researcher analyzed survey data from 200 Muslim government officers regarding their concern for halal products. Officers were grouped by level of management: top, middle, supervisor.
- A chi-square test found no significant relationship between level of management and concern for halal products. The calculated chi-square value of 0.79 was less than the critical value of 9.49, so the null hypothesis that there is no difference was accepted.
- In summary, the level of management (top, middle, supervisor) did not have an effect on officers' reported concern for halal products based on this analysis of the survey data.
This document discusses conceptual frameworks, theories, and research questions/hypotheses in qualitative and quantitative research. It provides:
1. An overview of what conceptual frameworks are and how they are used to define variables and relationships in a study.
2. Descriptions of how theories are applied differently in qualitative versus quantitative research, such as testing theories deductively in quantitative research and generating theories inductively in qualitative research.
3. Guidelines for writing good qualitative research questions, quantitative research questions/hypotheses, and mixed methods research questions/hypotheses.
This document discusses theoretical and conceptual frameworks. It defines a theoretical framework as providing rationale for relationships between variables in a research study, analogous to the frame of a house. A conceptual framework outlines courses of action or preferred approaches. The document describes developing frameworks by selecting concepts and relationships, and defining concepts operationally. Frameworks guide entire research studies by informing hypotheses, observations, designs, and interpretations. Theories can be descriptive, explanatory, or predictive and are tested through different research types. Nursing frameworks contribute unique perspectives on persons, environments, health, and nursing. Frameworks should be clearly identified and defined, with logical relationships supported by literature.
The document discusses various types of research including applied research, basic research, correlational research, descriptive research, ethnographic research, experimental research, and exploratory research. Applied research seeks practical solutions to problems, while basic research expands knowledge without a direct application. Correlational research examines relationships between variables without determining cause and effect. Descriptive research provides accurate portrayals of characteristics, and ethnographic research involves in-depth study of cultures. Experimental research establishes cause-and-effect through controlled manipulation of variables.
This document provides an overview of key concepts in research methodology, including:
1. It defines research as an organized and systematic process of finding answers to questions through a defined set of steps and procedures.
2. It discusses different types of research including quantitative, qualitative, basic, applied, longitudinal, descriptive, classification, comparative, exploratory, explanatory, causal, theory testing, and theory building research.
3. It also discusses alternatives to research-based knowledge such as relying on authority, tradition, common sense, media, and personal experience.
The document discusses various research designs including qualitative research design, quantitative research design, action research design, case study design, causal design, cohort design, and cross-sectional design. For each design, it provides definitions, purposes, advantages, and limitations. The key information provided is the definitions and purposes of the different research designs as well as lists of their advantages and limitations.
This document classifies research into three main categories: basic research, applied research, and action research. It also describes strategies for research, dividing them into quantitative and qualitative methods. Basic research aims to develop and refine theory, while applied research focuses on problem solving. Action research involves practitioners studying their own problems. Quantitative research uses statistical analysis and large sample sizes, while qualitative research relies on collecting stories and developing narratives from smaller samples. The document provides examples of studies conducted with these different approaches.
This document provides guidelines for formatting a thesis or dissertation for submission to the Graduate School of Pangasinan State University. It includes specifications for pagination, chapter headings, theoretical frameworks, conceptual frameworks, statements of the problem, research hypotheses, scopes and delimitations, significance of the studies, and definitions of terms. Key requirements include using roman numerals for preliminaries and Arabic numerals for the body, providing theoretical justification, outlining a conceptual framework diagram, specifically stating research problems and sub-problems, and defining important terms. The document aims to standardize thesis/dissertation formatting for the Graduate School.
This document outlines a research plan to investigate how effectively Hong Kong English teachers integrate information and communication technology (ICT) into their lesson preparation. The plan involves collecting consent forms in September 2008, administering online questionnaires and interviews in October 2008, conducting post-tests in January 2009, analyzing the data through February 2009, and submitting the final research in late February 2009. The significance of the research is that it could provide insight into teachers' use of technology and libraries, inform school ICT development and policies, and explore whether ICT enhances or adds to teachers' workloads when preparing lessons.
The document discusses the importance of developing a research plan before conducting research. It notes that a research plan should include the overall purpose and how the outputs will be used and communicated. Key contents of a research plan are the research objective, problem definition, operational terms, methods, techniques, population, sampling, and data processing. Sections of a research plan include specific aims, background and significance, preliminary studies, and research design and methods. Developing a thorough research plan is important for organizing ideas and obtaining necessary feedback before beginning experimental work.
This document discusses various research instruments used to collect data, including questionnaires, interviews, rating scales, checklists, sociometry, document analysis, scorecards, teacher-made tools, and observation. It provides details on closed and open questionnaires, structured vs unstructured interviews, different types of rating scales, and criteria for measuring the validity and reliability of research instruments. The purpose of research instruments is to systematically gather information to address the objectives of a study.
This document outlines the steps for planning a research project. It discusses pre-planning including defining an idea and parameters. Researchers must clearly define the problem, determine the purpose such as being exploratory or descriptive, and identify constraints like time, money, and resources. The literature should be reviewed to learn from past work and guide methodology. Primary data collection is generally more beneficial than secondary sources. The project needs objectives, hypotheses, and an appropriate research design involving choosing a method like experiments, surveys, or focus groups and developing a methodology for data collection and analysis and report preparation.
The document discusses the benefits of qualitative research over quantitative research. It notes that qualitative research provides a more in-depth understanding of human behavior through smaller, focused samples and investigates why and how people make decisions. An example is provided comparing a quantitative survey of 1,000 customers with a qualitative study that shadowed 15 customers, finding the qualitative research provided more actionable insights. These insights, such as customers' dislike of voicemail, helped improve a company's marketing strategy.
This document discusses various methods and considerations for collecting and analyzing data. It describes primary and secondary data sources and qualitative and quantitative methods. It also discusses different research tools like questionnaires, interviews, and mechanical devices. Guidelines are provided for developing questionnaires and conducting interviews. Different types of questions, interview formats, and potential issues are outlined. Overall, the document provides an overview of data collection methods and best practices for tools like questionnaires and interviews.
This document defines key terms used in research and discusses the importance of defining terms, conceptual definitions, operational definitions, and examples of each. It also discusses variables, including dependent and independent variables. The key points are:
1) Defining important concepts and terms precisely is important for clear communication between researchers and readers.
2) Conceptual definitions describe the general meaning of a term, while operational definitions specify how the term is measured or manipulated in a study.
3) Variables are characteristics that can take on different values, with dependent variables as the outcome and independent variables as potential influences.
This document discusses different systems for classifying soils, including particle size, textural, Highway Research Board (HRB), Unified Soil Classification System (USCS), and Indian Standard Classification System (ISCS). The USCS system divides soils into four main groups - coarse grained, fine grained, organic, and peat. Each soil is designated a two letter symbol based on grain type and plasticity. The ISCS system is similar but subdivides fine grained soils into low, intermediate, and high plasticity groups. Classification involves analyzing particle size distribution and plasticity characteristics on a chart to determine the appropriate group.
The document discusses key concepts related to formulating and testing hypotheses, including:
- Null and alternative hypotheses, which are mutually exclusive statements tested through sample analysis.
- Type I and Type II errors that can occur when making decisions to accept or reject the null hypothesis.
- The level of significance, critical region, and test statistics used to determine whether to reject the null hypothesis.
- The differences between one-tailed and two-tailed tests, parametric vs. non-parametric tests, and one-sample vs. two-sample tests.
This document discusses various methods for collecting research data, including primary and secondary sources. It describes different types of self-report methods like interviews, questionnaires, and scales. Interviews can be structured, unstructured, or semi-structured. Questionnaires contain different types of questions in various formats. Scales discussed include Likert scales, semantic differential scales, and visual analog scales. The document provides advantages and disadvantages of each method.
This document provides an introduction to qualitative research methods. It outlines some key differences between qualitative and quantitative research, including that qualitative research is subjective, holistic, and aims to understand why and how phenomena occur rather than objective measurements. It also describes some common qualitative research designs like phenomenology, ethnography, and grounded theory. The document then covers methods for collecting qualitative data through interviews, focus groups, observation, and documents. It provides guidance on analyzing, coding, and presenting the results of qualitative research.
This presentation by Hooria Shahzad is about measuring instruments in which we study metre rule, measuring tape, vernier callipers and screw gauge ; construction of vernier callipers and screw gauge.
This document provides an overview of the key differences between quantitative and qualitative research methods. Quantitative research aims to test hypotheses and make predictions by studying specific variables through structured data collection from large randomly selected groups, which is then analyzed statistically. Qualitative research seeks to understand social phenomena through descriptive data like words and images collected from smaller non-random groups via open-ended questions, interviews and observations, with the goal of gaining insights rather than making generalized predictions.
The document discusses the format and structure of a research report. It begins by outlining the main sections, which are the preliminary section, body of the report, and reference section. The preliminary section includes things like the title page, preface/acknowledgements, table of contents, and lists of tables/figures. The body of the report includes the introduction, design of the study, analysis and interpretation of data, and summary and conclusions. The reference section includes the bibliography and appendix. General rules for typing the report are also provided, such as margins, spacing, and abbreviations.
The document discusses key concepts related to data processing including data, variables, cases, information, the steps of data processing, elements of data processing such as coding and tabulation, common problems, and software used for processing such as SPSS, SAS, and Quantum. Data processing converts raw data into usable information through steps like coding, cleaning, validating, classifying, tabulating, and analyzing the data. Tables are an important output and must be clearly formatted and labeled.
This document discusses different types of research designs, including descriptive, exploratory, experimental, and diagnostic designs. It provides details on what each design involves, such as descriptive designs attempting to describe characteristics of individuals and exploratory designs examining phenomena to develop hypotheses. The document also outlines key aspects of different designs, such as descriptive designs answering who, what, where, when and how questions, and experimental designs enabling comparison of conditions and drawing conclusions about observed differences. Finally, it discusses how research objectives influence the choice of appropriate research design, such as exploratory designs for gaining background information.
This document outlines the key aspects of research formulation according to Dr. Ved Nath Jha. It discusses the meaning of research, objectives of research such as gaining insights or testing hypotheses. It also covers types of research methods and methodology. The research process involves formulating the problem, conducting a literature review, developing hypotheses, designing the research, collecting and analyzing data, and reporting results. Developing good working hypotheses requires discussions with experts and preliminary investigations. An effective research design considers how information will be obtained and organized within time and cost constraints. Rigorous criteria for good research include clearly defining the purpose, describing the methodology, using objective procedures, acknowledging limitations, conducting adequate analysis, and limiting conclusions to what the data supports.
This document provides an overview of mixed methods research. It defines mixed methods research as combining quantitative and qualitative research techniques in a single study. The document discusses the purposes of mixed methods research, compares qualitative and quantitative research, and examines the philosophical basis of pragmatism in mixed methods. It also outlines various mixed methods research designs, procedures for planning a mixed methods study, and strengths and weaknesses of the approach.
This document provides an overview of general research methodology. It defines key terms like research methods and methodology. It discusses the objectives, types, and requirements of research like developing a problem statement, reviewing literature, and study design. It describes different types of studies like descriptive, analytical, and applied. The document emphasizes that research must be systematic, logical, empirical, and replicable to be considered good. It provides examples of various parts of the research process and criteria for evaluating research.
This document outlines a seminar presentation on research methodology in geography given by Lakhveer Singh. It discusses key concepts like deductive and inductive reasoning, hypotheses, theory, and empiricism. It also covers the different types of research designs, including cross-sectional, longitudinal, time series, and panel designs. Finally, it outlines the typical steps in the research process, including problem definition, literature review, data collection and analysis, and drawing conclusions. The overall purpose is to introduce students to fundamental aspects of developing and conducting geographic research.
The document provides an overview of different types of research designs including experimental, quasi-experimental, ex-post facto, correlational, and their key features. Experimental designs aim to test hypotheses and establish causation through random assignment and manipulation of independent variables. Quasi-experimental designs are similar but do not use random assignment. Ex-post facto designs examine causes of effects that have already occurred. Correlational designs measure relationships between non-manipulated variables. Different designs have advantages for different research questions depending on feasibility and need for control.
This document provides an overview of research methodology basics, including the meaning of research, objectives of research, types of research, and the research process. It discusses quantitative and qualitative research methods. Quantitative research uses numerical data and statistical analysis, while qualitative research seeks to understand human behavior through in-depth exploration. Both methods have limitations, such as issues of validity, reliability, and generalizability for qualitative research, and lack of context for quantitative. The document also lists top international research institutes for economics and important research institutes in India. It provides definitions and characteristics of research and covers the key steps in the research process.
This document provides guidelines for writing a technical review for a midterm exam. It discusses the components of a position paper, including outlining a thesis, acknowledging opposing positions, and maintaining one's own position. It also covers conducting research, including defining variables, stating a problem, and setting objectives. The document outlines parts of a research paper such as literature reviews, methodology, and data analysis. Research approaches can be qualitative, quantitative, or mixed methods. Sampling techniques include probability and non-probability methods.
RESEARCH METHODOLOGIES IN ARCHITECTURE,
ANNA UNIVERSITY, CHENNAI
M.ARCH. (ENVIRONMENTAL ARCHITECTURE)
UNIT I INTRODUCTION
➔ Basic research issues and concepts
➔ orientation to research process
Types of research
➔ historical, qualitative, correlational ,experimental, simulation and modeling, Logical
and argumentation, case study and mixed methods
➔ illustration using research samples
UNIT II RESEARCH PROCESS
➔ Elements of Research process:
➔ finding a topic- writing an introduction
➔ stating a purpose of study identifying key research questions and hypotheses
➔ reviewing literature,using theory defining ,delimiting and stating the significance of the
study,
➔ advanced methods and procedures for data collection and analysis
➔ illustration using research samples
UNIT III RESEARCHING AND DATA COLLECTION
➔ Library and archives
➔ Internet: New information and the role of internet
➔ finding and evaluating sources
➔ misuse- test for reliability- ethics
Methods of data collection
➔ From primary sources
➔ observation and recording, interviews, structured and unstructured, questionnaire,
open ended and close ended questions and the advantages, sampling
➔ Problems encountered in collecting data from secondary sources.
UNIT IV REPORT WRITING
➔ Research writing in general
➔ Components: referencing
➔ writing the bibliography
➔ Developing the outline
➔ presentation.
UNIT V CASE STUDIES
➔ Case studies in the relevant discipline illustrating how good research can be used from
project inception to completion
➔ review of research publications.
- Case study is one of the most widely used qualitative research approaches and involves an in-depth study of a phenomenon within its real-world context.
- There is no set design for case studies as the design depends on the specific case and research problem being examined. Key elements of case study research include defining the case, collecting multiple types of data over an extended period of time, and representing both insider and outsider perspectives.
- Case studies aim to provide rich descriptions of phenomena and develop explanations for observations. Sound case studies demonstrate thorough data collection and use valid and reliable research methods.
This document outlines the research methodology process in 15 steps: (1) formulating the research problem, (2) reviewing literature, (3) specifying a hypothesis, (4) explaining the research design, (5) arranging the sample, (6) collecting data, (7) analyzing data, (8) testing the hypothesis, (9) proposing interpretations, (10) writing a report, (11) oral defense, (12) manuscript compilation, (13) expert evaluation, and (14) manuscript submission and selection. It discusses key aspects of several steps, including defining the research problem, reviewing conceptual and empirical literature, developing research, null, and alternative hypotheses, and determining sample selection methods.
Week 1-2 -INTRODUCTION TO QUANTITATIVE RESEARCH.pptx
The document discusses quantitative research methods. It defines quantitative research as seeking to quantify data and generalize results from a sample to a population. Key concepts covered include descriptive research, which describes current statuses of variables, and correlational research, which examines relationships between variables without manipulating them. Common quantitative research designs like surveys, experiments, and ex post facto research are described. The document also discusses validity, reliability, sampling, data types, and the statistical analysis process.
This document discusses key aspects of research methodology. It begins by defining research as a systematic process of examining a topic closely through various methods such as observation and experimentation. The document then outlines several types of research including pure research, applied research, descriptive research, and correlational research. It also discusses different research methods like library research, field research, and laboratory research. The rest of the document delves into various steps of research methodology such as formulating hypotheses, preparing a research design, identifying variable types, and qualifying a rigorous research. Overall, the document provides a comprehensive overview of conceptualizing and planning a scientific research study.
This document outlines the course syllabus for Methods of Research. The course aims to introduce students to basic research concepts, principles, and methods. It will cover topics such as defining a research problem, reviewing related literature, different types of research designs and methods, sampling, data collection and analysis, and writing a thesis proposal. Students will apply what they learn by developing a research proposal on a topic of their choice. Assessment will include exams, individual outputs such as an oral presentation and written thesis proposal, and class participation. Upon completing the course, students should understand how to conduct research and be able to utilize the research process to construct their own thesis proposal.
Top of FormAssignment 1Bottom of FormAssignment 3 Researc.docx
Top of Form
Assignment 1
Bottom of Form
Assignment 3: Research Manuscript Critique Part 1
Please post your assignment by submitting it by the due date assigned to theSubmissions Area. Complete each item listed below for each manuscript.
Step 1: Access the Shared Documents at the bottom of the Course Content Menuin your online classroom.
Step 2: Select the sub-module which pertains to your discipline—Research Articles_Business or Research Articles_Social Sciences.
Step 3: Select Three manuscripts in your area of study to examine throughout this course:
· 1 qualitative study
· 1 quantitative study
· 1 mixed methods study
Critique the manuscripts using the checklists below. You will be using these research articles to help you understand what exactly goes into the research methods for dissertations and other research. Each module you will identify specific elements in these research articles relating specifically to that module. These will serve as great examples for what you will need to do in your own research!
Complete the following research manuscript critique for each selected article.
Manuscript Reference: (Include the APA style Reference here)
Type of Study: (Quantitative, Qualitative, Mixed Methods)
Research Topic: (Identify the phenomenon of interest.)
Purpose of the Study: (Briefly, in 1-3 sentences, describe the purpose or significance of the study)
Overarching Research Question or Theory: (What is the primary research question or theory for this study?)
Specific Research Questions/ Philosophical Underpinnings: (Include the specific research questions, hypotheses or philosophical underpinnings for each study.)
All written assignments and responses should follow APA rules for attributing sources.
Assignment 3 Grading Criteria
Maximum Points
Identified 3 research articles using 3 different research designs including: Quantitative, Qualitative and Mixed Methods.
3
Correctly identified the type of methodology used for each research article selected.
3
Identified the research topic for each study.
3
Described the purpose or significance of each study.
6
Identified the overarching research question or theory for each study.
6
Identified specific research questions, hypotheses, or philosophical underpinnings for each study.
12
Wrote in a clear, concise, and organized manner; demonstrated ethical scholarship in accurate representation and attribution of sources, displayed accurate spelling, grammar, and punctuation. Justified ideas and responses by using appropriate examples and references from texts, Web sites, and other references or personal experience. Followed APA rules for attributing sources.
6
Total:
39
Assignment 2
Assignment 2: Formulating Research Questions
The purpose of this assignment is to demonstrate how the research question informs the choice of methodology. Formulate your research question or theory (for some qualitative work) and identify which type of methodological approach would best answer your question: Quantitative, ...
This course introduces students to research methodology. It provides an overview of quantitative and qualitative research methods and their application in higher education. The course aims to help students develop key research skills including conducting literature reviews, using APA style citations, identifying elements of research proposals, and understanding different research designs. Assessment focuses on demonstrating knowledge of research processes and writing skills. A core assignment involves producing a 10-12 page literature review and presentation on a higher education topic of interest. The concept paper format outlined provides guidance for structuring research proposals, including sections on introduction, problem statement, objectives, methodology and literature review.
This document outlines the key steps and concepts in the research methods process. It discusses (1) defining the research problem, which involves understanding the nature of the problem and formulating clear research objectives; (2) conducting a literature review to understand previous work; (3) developing hypotheses; (4) designing the research methodology; (5) determining sampling methods; (6) collecting primary and secondary data; (7) analyzing the data and testing hypotheses; (8) interpreting findings and generalizing results; and (9) preparing the final research report. The overall goal is to systematically investigate an issue, analyze collected information, and draw objective conclusions to address the stated research problem.
This document provides an overview of quantitative and qualitative research approaches. It defines quantitative research as deductive, using numeric data from large samples to test hypotheses and analyze relationships between variables objectively. Qualitative research is defined as inductive, relying on words from smaller samples to understand participant experiences subjectively and identify themes in the data. The key differences between the two approaches are described in terms of identifying research problems, reviewing literature, specifying research purposes and questions, collecting and analyzing data, and reporting results. The document also discusses research design and types of quantitative, qualitative, and mixed methods designs.
This document summarizes key points from the book "Good to Great" by Jim Collins about what differentiates companies that go from good to great. It discusses that great companies have Level 5 Leaders who are modest and driven. They also focus first on getting the right people on the team before deciding on strategies. Additionally, they confront the brutal facts of reality and develop a simple "Hedgehog Concept". Finally, great companies create a culture of discipline and use technology to accelerate existing momentum, not create it.
The real meaning of Christmas is the celebration of the birth of Jesus Christ. While many see Christmas as a time of gifts, food, and decorations, it marks the arrival of God sending his son to earth. Jesus was born in Bethlehem to save humanity from sin. His birth brought great joy to shepherds and wise men who knew he was no ordinary baby. God sent Jesus to one day pay the price for humanity's sins through his death on the cross so that all may be forgiven and have eternal life in heaven. Inviting Jesus into one's heart allows true happiness and joy at Christmas that lasts all year.
The document discusses several theories of motivation: Cognitive Evaluation Theory proposes that extrinsic rewards can decrease intrinsic motivation; Goal Setting Theory asserts that specific, difficult goals lead to higher performance; Self Efficacy Theory involves an individual's belief in their ability to succeed; Reinforcement Theory focuses on the relationship between behaviors and consequences; Equity Theory examines fairness in compensation; and Expectancy Theory states that motivation depends on expectations of effort leading to results and rewards. The document provides details on each theory's key concepts and how they relate to understanding employee motivation.
A social system is a complex set of human relationships within an organization that is in a state of dynamic equilibrium. The culture of an organization represents the shared values, beliefs, and norms that guide behavior. Factors like roles, status, and power dynamics influence relationships between people in the social system and organizational culture. Maintaining equilibrium while allowing for natural changes helps the social system and culture adapt over time.
The document discusses the process of strategic planning for schools. It begins by defining strategic planning and its importance. There are then 7 steps outlined: 1) gathering internal and external information, 2) identifying critical issues, 3) developing a vision statement, 4) reviewing the mission statement, 5) establishing goals, 6) formulating strategies, and 7) setting annual objectives. The purpose is to help schools determine their priorities and allocate resources effectively to achieve desired results over the next few years.
This document discusses different types of communication in organizations. It begins by defining formal communication as flowing along prescribed channels that members must follow, including vertical and horizontal communication. Vertical communication involves communication between managers and their subordinates or superiors. Downward communication flows from superiors to subordinates to give directions, policies, and performance updates. Upward communication flows from subordinates to superiors and provides feedback, addresses grievances, and offers suggestions. Horizontal communication occurs between peers at the same level and facilitates coordination. The document also discusses informal communication, also known as the grapevine, which occurs through unofficial channels and transcends formal lines.
This document discusses action research, which is a type of applied educational research conducted by teachers to help solve classroom-level problems. Action research is less rigorous than other educational research. It focuses on collaborative problem-solving by teachers in small groups. The document then provides guidance on formulating the objectives, methodology, evaluation criteria, results, conclusions, and recommendations for an action research study.
This document provides an overview of organizational behavior concepts. It discusses key topics like the nature of people and organizations, forces that influence organizational behavior like structure and environment, and historical developments in the field like the Hawthorne Studies. The document also outlines components of organizational behavior like individual, group, and organizational processes and benefits of studying OB like developing workplace skills.
This document discusses delegation and empowerment. It defines delegation as assigning responsibility and granting authority to allow employees to excel. Delegation involves three steps - assigning responsibility, granting authority, and creating accountability. Empowerment means enjoying tasks are delegated and employees are developed by giving specific assignments focused on objectives to allow them to plan and present solutions while the supervisor communicates and takes blame to share credit.
This document discusses school leadership in the context of a School-Based Management (SBM) environment. It outlines 10 principles of effective school leadership, including setting accountable goals, ensuring jobs are understood and accomplished, and developing teamwork. The roles and functions of school heads as educational leaders are also described, such as setting the vision and curriculum, and creating an environment conducive to teaching and learning. Different levels of school leadership maturity are identified from standard to progressive to mature. The challenges of collective responsibility and utilizing skills in communication, collaboration, and community building are also highlighted.
K to 12 Basic Education Program frequently asked questions
The document summarizes key details about the implementation of the K to 12 program in the Philippines. It will be rolled out gradually from 2011-2018, adding Grade 11 in 2016-2017 and Grade 12 in 2017-2018. The two additional years will be at the senior high school level. Kindergarten is now mandatory preparation for Grade 1. Resources needs will be addressed through increased budget, support from LGUs and private partners.
Cuenca National High School identified four priority areas for improvement for the 2010-2011 school year:
1) Increasing NAT scores by 2% through a review enhancement program.
2) Reducing the dropout rate by 2% by identifying at-risk students and offering modular classes.
3) Enhancing teaching and learning through an ICT mentorship and peer coaching program and gathering lesson plans and materials.
4) Improving physical facilities by completing a school perimeter fence and rehabilitating the PTA building with funds from local government units and donations.
Cuenca National High School's entry to the Division of La Union's Search for the BEST School Initiative Towards Excellence and won Second Place under the Academic Category
The document discusses planning for meaningful educational change through the use of technology. It notes that the planning process is important, and that a successful plan involves defined educational outcomes and a pathway to achieve them, rather than just a list of purchases. Studies also show that changing attitudes through planning can be more impactful than the technologies alone. Good plans are developed through consensus and collaboration with the whole community. The document also outlines stages of integrating technology from familiarization to evolution, and possible ways to assess the impact of technology integration such as observations, surveys, monitoring plans, and discussions.
Odoo allows users to split long shifts into multiple segments directly from the Gantt view.Each segment retains details of the original shift, such as employee assignment, start time, end time, and specific tasks or descriptions.
Delegation Inheritance in Odoo 17 and Its Use Cases
There are 3 types of inheritance in odoo Classical, Extension, and Delegation. Delegation inheritance is used to sink other models to our custom model. And there is no change in the views. This slide will discuss delegation inheritance and its use cases in odoo 17.
Understanding and Interpreting Teachers’ TPACK for Teaching Multimodalities i...
Presented as a plenary session in iTELL 2024 in Salatiga on 4 July 2024.
The plenary focuses on understanding and intepreting relevant TPACK competence for teachers to be adept in teaching multimodality in the digital age. It juxtaposes the results of research on multimodality with its contextual implementation in the teaching of English subject in the Indonesian Emancipated Curriculum.
Here we are going to discuss how to store data in Odoo 17 Website.
It includes defining a model with few fields in it. Add demo data into the model using data directory. Also using a controller, pass the values into the template while rendering it and display the values in the website.
Principles of Rood’s Approach
Treatment technique used in physiotherapy for neurological patients which aids them to recover and improve quality of life
Facilitatory techniques
Inhibitory techniques
Views in Odoo - Advanced Views - Pivot View in Odoo 17
In Odoo, the pivot view is a graphical representation of data that allows users to analyze and summarize large datasets quickly. It's a powerful tool for generating insights from your business data.
The pivot view in Odoo is a valuable tool for analyzing and summarizing large datasets, helping you gain insights into your business operations.
With Odoo, we can select from a wide selection of attractive themes. Many excellent ones are free to use, while some require payment. Putting an Odoo theme in the Odoo module directory on our server, downloading the theme, and then installing it is a simple process.
Webinar Innovative assessments for SOcial Emotional Skills
Presentations by Adriano Linzarini and Daniel Catarino da Silva of the OECD Rethinking Assessment of Social and Emotional Skills project from the OECD webinar "Innovations in measuring social and emotional skills and what AI will bring next" on 5 July 2024
AI Risk Management: ISO/IEC 42001, the EU AI Act, and ISO/IEC 23894
As artificial intelligence continues to evolve, understanding the complexities and regulations regarding AI risk management is more crucial than ever.
Amongst others, the webinar covers:
• ISO/IEC 42001 standard, which provides guidelines for establishing, implementing, maintaining, and continually improving AI management systems within organizations
• insights into the European Union's landmark legislative proposal aimed at regulating AI
• framework and methodologies prescribed by ISO/IEC 23894 for identifying, assessing, and mitigating risks associated with AI systems
Presenters:
Miriama Podskubova - Attorney at Law
Miriama is a seasoned lawyer with over a decade of experience. She specializes in commercial law, focusing on transactions, venture capital investments, IT, digital law, and cybersecurity, areas she was drawn to through her legal practice. Alongside preparing contract and project documentation, she ensures the correct interpretation and application of European legal regulations in these fields. Beyond client projects, she frequently speaks at conferences on cybersecurity, online privacy protection, and the increasingly pertinent topic of AI regulation. As a registered advocate of Slovak bar, certified data privacy professional in the European Union (CIPP/e) and a member of the international association ELA, she helps both tech-focused startups and entrepreneurs, as well as international chains, to properly set up their business operations.
Callum Wright - Founder and Lead Consultant Founder and Lead Consultant
Callum Wright is a seasoned cybersecurity, privacy and AI governance expert. With over a decade of experience, he has dedicated his career to protecting digital assets, ensuring data privacy, and establishing ethical AI governance frameworks. His diverse background includes significant roles in security architecture, AI governance, risk consulting, and privacy management across various industries, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: June 26, 2024
Tags: ISO/IEC 42001, Artificial Intelligence, EU AI Act, ISO/IEC 23894
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Find out more about ISO training and certification services
Training: ISO/IEC 42001 Artificial Intelligence Management System - EN | PECB
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Slide Presentation from a Doctoral Virtual Open House presented on June 30, 2024 by staff and faculty of Capitol Technology University
Covers degrees offered, program details, tuition, financial aid and the application process.
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏.𝟎)-𝐅𝐢𝐧𝐚𝐥𝐬
Lesson Outcome:
-Students will understand the basics of gardening, including the importance of soil, water, and sunlight for plant growth. They will learn to identify and use essential gardening tools, plant seeds, and seedlings properly, and manage common garden pests using eco-friendly methods.
In June 2020, L.L. McKinney, a Black author of young adult novels, began the #publishingpaidme hashtag to create a discussion on how the publishing industry treats Black authors: “what they’re paid. What the marketing is. How the books are treated. How one Black book not reaching its parameters casts a shadow on all Black books and all Black authors, and that’s not the same for our white counterparts.” (Grady 2020) McKinney’s call resulted in an online discussion across 65,000 tweets between authors of all races and the creation of a Google spreadsheet that collected information on over 2,000 titles.
While the conversation was originally meant to discuss the ethical value of book publishing, it became an economic assessment by authors of how publishers treated authors of color and women authors without a full analysis of the data collected. This paper would present the data collected from relevant tweets and the Google database to show not only the range of advances among participating authors split out by their race, gender, sexual orientation and the genre of their work, but also the publishers’ treatment of their titles in terms of deal announcements and pre-pub attention in industry publications. The paper is based on a multi-year project of cleaning and evaluating the collected data to assess what it reveals about the habits and strategies of American publishers in acquiring and promoting titles from a diverse group of authors across the literary, non-fiction, children’s, mystery, romance, and SFF genres.
The Jewish Trinity : Sabbath,Shekinah and Sanctuary 4.pdf
we may assume that God created the cosmos to be his great temple, in which he rested after his creative work. Nevertheless, his special revelatory presence did not fill the entire earth yet, since it was his intention that his human vice-regent, whom he installed in the garden sanctuary, would extend worldwide the boundaries of that sanctuary and of God’s presence. Adam, of course, disobeyed this mandate, so that humanity no longer enjoyed God’s presence in the little localized garden. Consequently, the entire earth became infected with sin and idolatry in a way it had not been previously before the fall, while yet in its still imperfect newly created state. Therefore, the various expressions about God being unable to inhabit earthly structures are best understood, at least in part, by realizing that the old order and sanctuary have been tainted with sin and must be cleansed and recreated before God’s Shekinah presence, formerly limited to heaven and the holy of holies, can dwell universally throughout creation
Front desk officers are responsible for taking care of guests and customers. Their work mainly involves interacting with customers and business partners, either in person or through phone calls.
This document discusses scope, limitations, and delimitations in research. Scope refers to the parameters of a study, including its purpose, population, topics, area, and time period. Limitations are influences outside a researcher's control that restrict methodology and conclusions, such as time constraints or self-reported data. Delimitations are the boundaries set by the researcher, such as what topics or groups are not included. It is important to acknowledge limitations to avoid criticisms and suggest areas for further research.
This document defines research and outlines its key characteristics. Research is defined as a systematic process of investigating problems based on facts and logic rather than opinions. It involves gathering original data, analyzing it critically and reaching evidence-based conclusions. Research is characterized as expert, systematic, objective, patient and carefully documented. The main types of research are applied, basic, historical, descriptive and experimental. Descriptive research seeks to characterize existing situations through techniques like content analysis, case studies, surveys and participant observation.
Quantitative research uses numbers and statistics to generalize findings about problems or inquiries. It employs standardized instruments to collect measurable data from large samples, which are then statistically analyzed to determine relationships between variables. There are experimental designs that manipulate variables and non-experimental designs that observe phenomena naturally. Common quantitative methods include surveys, correlations, experiments, ex post facto studies, comparisons, evaluations, and methodological designs.
Qualitative Research: Importance in Daily LifeIndayManasseh
Here are brief explanations for the test questions:
1. Qualitative research is a form of social inquiry that focuses on understanding and interpreting how people make sense of their experiences and the world in which they live. It involves collecting and analyzing non-numerical data to understand concepts, perceptions and experiences.
2. The three basic types of research approaches are:
- Scientific approach - deals with empirical data and allows control of variables. Uses quantitative methods.
- Naturalistic approach - people-oriented and focuses on understanding real meanings and social relations. Uses qualitative methods.
- Triangulation/mixed method - combines research designs, data collection and analysis techniques to enhance validity.
The naturalistic approach is people-oriented and focuses on
Research is defined as a systematic, methodical process of investigation leading to new discoveries. It involves collecting empirical data through observation and analysis in order to increase understanding of a topic. Research aims to be logical, analytical, and reproducible to allow others to confirm findings. It serves purposes like exploration, description, and evaluation. Research ethics require honesty, objectivity, integrity, and respect for colleagues, intellectual property, and human/animal subjects.
This is lesson 2 of the course on Research Methodology conducted at the Faculty of Social Sciences and Humanities of the Rajarata University of Sri Lanka
This document provides an overview of quantitative research. It defines quantitative research as research that collects and analyzes numerical data using statistical or computational techniques. The key characteristics of quantitative research outlined include using structured instruments to collect data, analyzing data from large samples, establishing relationships between variables, and generalizing results. Both the strengths and weaknesses of quantitative research are discussed, with strengths including allowing for broader studies and objective results, and weaknesses including potentially overlooking unique cases and contextual factors. Examples of quantitative variables that can be measured are also provided.
The document discusses conceptual frameworks, including what they are, how they should be structured, and their purposes. It defines a conceptual framework as a visual or narrative explanation of the key variables or concepts in a study and their relationships. It notes conceptual frameworks should identify relevant variables, define concepts, outline relationships between inputs and outputs, and help explain answers to research questions. The document provides steps for developing a conceptual framework, including identifying concepts, defining and operationalizing them, and showing relationships between variables. It includes an example conceptual framework on women's autonomy in household decision making.
The document discusses theoretical and conceptual frameworks. It defines a theoretical framework as providing context and rationale for examining problems by developing hypotheses and guiding research design and interpretation. A conceptual framework outlines possible approaches to an idea. The document provides guidance on developing frameworks, including selecting concepts, identifying relationships between concepts, defining concepts, and formulating the theoretical rationale. Frameworks can be descriptive, explanatory, or predictive. The document also discusses critiquing frameworks and the contribution of nursing frameworks to research.
This document defines key terms related to theoretical and conceptual frameworks, including concepts, constructs, variables, conceptual framework, and theoretical framework. It explains that a conceptual framework consists of concepts and proposed relationships between concepts, while a theoretical framework is based on existing theories. The purposes of conceptual and theoretical frameworks are to clarify concepts, propose relationships between concepts, provide context for interpreting findings, and stimulate further research and theory development.
After data is collected, it must be processed which includes verifying, organizing, transforming, and extracting the data for analysis. There are several steps to processing data including categorizing it based on the study objectives, coding it numerically or alphabetically, and tabulating and analyzing it using appropriate statistical tools. Statistics help remove researcher bias by interpreting data statistically rather than subjectively. Descriptive statistics are used to describe basic features of data like counts and percentages while inferential statistics are used to infer properties of a population from a sample.
Topic 1 introduction to quantitative researchAudrey Antee
This document provides an introduction to quantitative research. It defines quantitative research as collecting and analyzing numerical data to explore, describe, explain, or predict trends. Quantitative research aims for objectivity and controls outside factors. It states hypotheses and uses statistics to analyze results. The document outlines reasons for quantitative research such as exploration, description, explanation, prediction, and evaluation. It also describes common types of quantitative research designs and the key components of measurement, sampling, research design, and statistical procedures.
Syllabus ed sci 198 methods of researchMaria Theresa
The course aims to introduce the basic ideas, concepts and principles of research methodology, the problem, methods of research, preparation of research instruments designed to arrive at exact analysis and interpretation of data.
This document discusses research instruments used for data collection. It describes three common instruments: questionnaires, interviews, and observation. Questionnaires involve structured questions to elicit responses, while interviews can be structured, unstructured, or focused. Observation can involve participating or non-participating. The document provides examples of each type of instrument and discusses characteristics of good instruments, such as being valid and reliable. It also outlines steps to prepare questionnaires and types of questions used.
This document provides an outline for developing a research proposal. It includes sections for background information, defining the research problem, formulating objectives, selecting a research topic, and identifying variables and measurements. Sample questions are given to help formulate a clear research problem. The purpose is to guide the researcher in developing the key components of an empirical study, including subjects, test organisms, study location, and phenomenon. Target beneficiaries are identified. References are also included. The overall goal is to design a scientifically sound research proposal or study.
There are many ways to classify research, including by purpose, goal, level of investigation, type of analysis, scope, choice of answers to problems, statistical content, and time element. Some of the main classifications are basic/pure research conducted for intellectual purposes versus applied research which tests theories in practice, quantitative research which uses statistics versus non-quantitative, and historical research which describes the past versus descriptive or experimental.
This document outlines the key steps in the research methodology process. It defines research as a systematic effort to gain new knowledge. The main steps include: reviewing existing literature, identifying problems, setting objectives and hypotheses, planning the methodology, executing the research, analyzing data, drawing inferences, and disseminating findings. It also discusses defining the research problem precisely, formulating objectives, conducting a literature review to learn from past studies, and concluding the research by summarizing the findings and their significance.
- The researcher analyzed survey data from 200 Muslim government officers regarding their concern for halal products. Officers were grouped by level of management: top, middle, supervisor.
- A chi-square test found no significant relationship between level of management and concern for halal products. The calculated chi-square value of 0.79 was less than the critical value of 9.49, so the null hypothesis that there is no difference was accepted.
- In summary, the level of management (top, middle, supervisor) did not have an effect on officers' reported concern for halal products based on this analysis of the survey data.
This document discusses conceptual frameworks, theories, and research questions/hypotheses in qualitative and quantitative research. It provides:
1. An overview of what conceptual frameworks are and how they are used to define variables and relationships in a study.
2. Descriptions of how theories are applied differently in qualitative versus quantitative research, such as testing theories deductively in quantitative research and generating theories inductively in qualitative research.
3. Guidelines for writing good qualitative research questions, quantitative research questions/hypotheses, and mixed methods research questions/hypotheses.
This document discusses theoretical and conceptual frameworks. It defines a theoretical framework as providing rationale for relationships between variables in a research study, analogous to the frame of a house. A conceptual framework outlines courses of action or preferred approaches. The document describes developing frameworks by selecting concepts and relationships, and defining concepts operationally. Frameworks guide entire research studies by informing hypotheses, observations, designs, and interpretations. Theories can be descriptive, explanatory, or predictive and are tested through different research types. Nursing frameworks contribute unique perspectives on persons, environments, health, and nursing. Frameworks should be clearly identified and defined, with logical relationships supported by literature.
The document discusses various types of research including applied research, basic research, correlational research, descriptive research, ethnographic research, experimental research, and exploratory research. Applied research seeks practical solutions to problems, while basic research expands knowledge without a direct application. Correlational research examines relationships between variables without determining cause and effect. Descriptive research provides accurate portrayals of characteristics, and ethnographic research involves in-depth study of cultures. Experimental research establishes cause-and-effect through controlled manipulation of variables.
This document provides an overview of key concepts in research methodology, including:
1. It defines research as an organized and systematic process of finding answers to questions through a defined set of steps and procedures.
2. It discusses different types of research including quantitative, qualitative, basic, applied, longitudinal, descriptive, classification, comparative, exploratory, explanatory, causal, theory testing, and theory building research.
3. It also discusses alternatives to research-based knowledge such as relying on authority, tradition, common sense, media, and personal experience.
The document discusses various research designs including qualitative research design, quantitative research design, action research design, case study design, causal design, cohort design, and cross-sectional design. For each design, it provides definitions, purposes, advantages, and limitations. The key information provided is the definitions and purposes of the different research designs as well as lists of their advantages and limitations.
This document classifies research into three main categories: basic research, applied research, and action research. It also describes strategies for research, dividing them into quantitative and qualitative methods. Basic research aims to develop and refine theory, while applied research focuses on problem solving. Action research involves practitioners studying their own problems. Quantitative research uses statistical analysis and large sample sizes, while qualitative research relies on collecting stories and developing narratives from smaller samples. The document provides examples of studies conducted with these different approaches.
This document provides guidelines for formatting a thesis or dissertation for submission to the Graduate School of Pangasinan State University. It includes specifications for pagination, chapter headings, theoretical frameworks, conceptual frameworks, statements of the problem, research hypotheses, scopes and delimitations, significance of the studies, and definitions of terms. Key requirements include using roman numerals for preliminaries and Arabic numerals for the body, providing theoretical justification, outlining a conceptual framework diagram, specifically stating research problems and sub-problems, and defining important terms. The document aims to standardize thesis/dissertation formatting for the Graduate School.
This document outlines a research plan to investigate how effectively Hong Kong English teachers integrate information and communication technology (ICT) into their lesson preparation. The plan involves collecting consent forms in September 2008, administering online questionnaires and interviews in October 2008, conducting post-tests in January 2009, analyzing the data through February 2009, and submitting the final research in late February 2009. The significance of the research is that it could provide insight into teachers' use of technology and libraries, inform school ICT development and policies, and explore whether ICT enhances or adds to teachers' workloads when preparing lessons.
The document discusses the importance of developing a research plan before conducting research. It notes that a research plan should include the overall purpose and how the outputs will be used and communicated. Key contents of a research plan are the research objective, problem definition, operational terms, methods, techniques, population, sampling, and data processing. Sections of a research plan include specific aims, background and significance, preliminary studies, and research design and methods. Developing a thorough research plan is important for organizing ideas and obtaining necessary feedback before beginning experimental work.
This document discusses various research instruments used to collect data, including questionnaires, interviews, rating scales, checklists, sociometry, document analysis, scorecards, teacher-made tools, and observation. It provides details on closed and open questionnaires, structured vs unstructured interviews, different types of rating scales, and criteria for measuring the validity and reliability of research instruments. The purpose of research instruments is to systematically gather information to address the objectives of a study.
This document outlines the steps for planning a research project. It discusses pre-planning including defining an idea and parameters. Researchers must clearly define the problem, determine the purpose such as being exploratory or descriptive, and identify constraints like time, money, and resources. The literature should be reviewed to learn from past work and guide methodology. Primary data collection is generally more beneficial than secondary sources. The project needs objectives, hypotheses, and an appropriate research design involving choosing a method like experiments, surveys, or focus groups and developing a methodology for data collection and analysis and report preparation.
The document discusses the benefits of qualitative research over quantitative research. It notes that qualitative research provides a more in-depth understanding of human behavior through smaller, focused samples and investigates why and how people make decisions. An example is provided comparing a quantitative survey of 1,000 customers with a qualitative study that shadowed 15 customers, finding the qualitative research provided more actionable insights. These insights, such as customers' dislike of voicemail, helped improve a company's marketing strategy.
This document discusses various methods and considerations for collecting and analyzing data. It describes primary and secondary data sources and qualitative and quantitative methods. It also discusses different research tools like questionnaires, interviews, and mechanical devices. Guidelines are provided for developing questionnaires and conducting interviews. Different types of questions, interview formats, and potential issues are outlined. Overall, the document provides an overview of data collection methods and best practices for tools like questionnaires and interviews.
This document defines key terms used in research and discusses the importance of defining terms, conceptual definitions, operational definitions, and examples of each. It also discusses variables, including dependent and independent variables. The key points are:
1) Defining important concepts and terms precisely is important for clear communication between researchers and readers.
2) Conceptual definitions describe the general meaning of a term, while operational definitions specify how the term is measured or manipulated in a study.
3) Variables are characteristics that can take on different values, with dependent variables as the outcome and independent variables as potential influences.
This document discusses different systems for classifying soils, including particle size, textural, Highway Research Board (HRB), Unified Soil Classification System (USCS), and Indian Standard Classification System (ISCS). The USCS system divides soils into four main groups - coarse grained, fine grained, organic, and peat. Each soil is designated a two letter symbol based on grain type and plasticity. The ISCS system is similar but subdivides fine grained soils into low, intermediate, and high plasticity groups. Classification involves analyzing particle size distribution and plasticity characteristics on a chart to determine the appropriate group.
The document discusses key concepts related to formulating and testing hypotheses, including:
- Null and alternative hypotheses, which are mutually exclusive statements tested through sample analysis.
- Type I and Type II errors that can occur when making decisions to accept or reject the null hypothesis.
- The level of significance, critical region, and test statistics used to determine whether to reject the null hypothesis.
- The differences between one-tailed and two-tailed tests, parametric vs. non-parametric tests, and one-sample vs. two-sample tests.
This document discusses various methods for collecting research data, including primary and secondary sources. It describes different types of self-report methods like interviews, questionnaires, and scales. Interviews can be structured, unstructured, or semi-structured. Questionnaires contain different types of questions in various formats. Scales discussed include Likert scales, semantic differential scales, and visual analog scales. The document provides advantages and disadvantages of each method.
This document provides an introduction to qualitative research methods. It outlines some key differences between qualitative and quantitative research, including that qualitative research is subjective, holistic, and aims to understand why and how phenomena occur rather than objective measurements. It also describes some common qualitative research designs like phenomenology, ethnography, and grounded theory. The document then covers methods for collecting qualitative data through interviews, focus groups, observation, and documents. It provides guidance on analyzing, coding, and presenting the results of qualitative research.
This presentation by Hooria Shahzad is about measuring instruments in which we study metre rule, measuring tape, vernier callipers and screw gauge ; construction of vernier callipers and screw gauge.
This document provides an overview of the key differences between quantitative and qualitative research methods. Quantitative research aims to test hypotheses and make predictions by studying specific variables through structured data collection from large randomly selected groups, which is then analyzed statistically. Qualitative research seeks to understand social phenomena through descriptive data like words and images collected from smaller non-random groups via open-ended questions, interviews and observations, with the goal of gaining insights rather than making generalized predictions.
The document discusses the format and structure of a research report. It begins by outlining the main sections, which are the preliminary section, body of the report, and reference section. The preliminary section includes things like the title page, preface/acknowledgements, table of contents, and lists of tables/figures. The body of the report includes the introduction, design of the study, analysis and interpretation of data, and summary and conclusions. The reference section includes the bibliography and appendix. General rules for typing the report are also provided, such as margins, spacing, and abbreviations.
The document discusses key concepts related to data processing including data, variables, cases, information, the steps of data processing, elements of data processing such as coding and tabulation, common problems, and software used for processing such as SPSS, SAS, and Quantum. Data processing converts raw data into usable information through steps like coding, cleaning, validating, classifying, tabulating, and analyzing the data. Tables are an important output and must be clearly formatted and labeled.
This document discusses different types of research designs, including descriptive, exploratory, experimental, and diagnostic designs. It provides details on what each design involves, such as descriptive designs attempting to describe characteristics of individuals and exploratory designs examining phenomena to develop hypotheses. The document also outlines key aspects of different designs, such as descriptive designs answering who, what, where, when and how questions, and experimental designs enabling comparison of conditions and drawing conclusions about observed differences. Finally, it discusses how research objectives influence the choice of appropriate research design, such as exploratory designs for gaining background information.
Research Formulation by Dr. Ved Nath Jha.pptxDrVednathJha1
This document outlines the key aspects of research formulation according to Dr. Ved Nath Jha. It discusses the meaning of research, objectives of research such as gaining insights or testing hypotheses. It also covers types of research methods and methodology. The research process involves formulating the problem, conducting a literature review, developing hypotheses, designing the research, collecting and analyzing data, and reporting results. Developing good working hypotheses requires discussions with experts and preliminary investigations. An effective research design considers how information will be obtained and organized within time and cost constraints. Rigorous criteria for good research include clearly defining the purpose, describing the methodology, using objective procedures, acknowledging limitations, conducting adequate analysis, and limiting conclusions to what the data supports.
This document provides an overview of mixed methods research. It defines mixed methods research as combining quantitative and qualitative research techniques in a single study. The document discusses the purposes of mixed methods research, compares qualitative and quantitative research, and examines the philosophical basis of pragmatism in mixed methods. It also outlines various mixed methods research designs, procedures for planning a mixed methods study, and strengths and weaknesses of the approach.
This document provides an overview of general research methodology. It defines key terms like research methods and methodology. It discusses the objectives, types, and requirements of research like developing a problem statement, reviewing literature, and study design. It describes different types of studies like descriptive, analytical, and applied. The document emphasizes that research must be systematic, logical, empirical, and replicable to be considered good. It provides examples of various parts of the research process and criteria for evaluating research.
concepts and basics of research methodolgylakhveer singh
This document outlines a seminar presentation on research methodology in geography given by Lakhveer Singh. It discusses key concepts like deductive and inductive reasoning, hypotheses, theory, and empiricism. It also covers the different types of research designs, including cross-sectional, longitudinal, time series, and panel designs. Finally, it outlines the typical steps in the research process, including problem definition, literature review, data collection and analysis, and drawing conclusions. The overall purpose is to introduce students to fundamental aspects of developing and conducting geographic research.
The document provides an overview of different types of research designs including experimental, quasi-experimental, ex-post facto, correlational, and their key features. Experimental designs aim to test hypotheses and establish causation through random assignment and manipulation of independent variables. Quasi-experimental designs are similar but do not use random assignment. Ex-post facto designs examine causes of effects that have already occurred. Correlational designs measure relationships between non-manipulated variables. Different designs have advantages for different research questions depending on feasibility and need for control.
This document provides an overview of research methodology basics, including the meaning of research, objectives of research, types of research, and the research process. It discusses quantitative and qualitative research methods. Quantitative research uses numerical data and statistical analysis, while qualitative research seeks to understand human behavior through in-depth exploration. Both methods have limitations, such as issues of validity, reliability, and generalizability for qualitative research, and lack of context for quantitative. The document also lists top international research institutes for economics and important research institutes in India. It provides definitions and characteristics of research and covers the key steps in the research process.
This document provides guidelines for writing a technical review for a midterm exam. It discusses the components of a position paper, including outlining a thesis, acknowledging opposing positions, and maintaining one's own position. It also covers conducting research, including defining variables, stating a problem, and setting objectives. The document outlines parts of a research paper such as literature reviews, methodology, and data analysis. Research approaches can be qualitative, quantitative, or mixed methods. Sampling techniques include probability and non-probability methods.
RESEARCH METHODOLOGIES IN ARCHITECTURE,
ANNA UNIVERSITY, CHENNAI
M.ARCH. (ENVIRONMENTAL ARCHITECTURE)
UNIT I INTRODUCTION
➔ Basic research issues and concepts
➔ orientation to research process
Types of research
➔ historical, qualitative, correlational ,experimental, simulation and modeling, Logical
and argumentation, case study and mixed methods
➔ illustration using research samples
UNIT II RESEARCH PROCESS
➔ Elements of Research process:
➔ finding a topic- writing an introduction
➔ stating a purpose of study identifying key research questions and hypotheses
➔ reviewing literature,using theory defining ,delimiting and stating the significance of the
study,
➔ advanced methods and procedures for data collection and analysis
➔ illustration using research samples
UNIT III RESEARCHING AND DATA COLLECTION
➔ Library and archives
➔ Internet: New information and the role of internet
➔ finding and evaluating sources
➔ misuse- test for reliability- ethics
Methods of data collection
➔ From primary sources
➔ observation and recording, interviews, structured and unstructured, questionnaire,
open ended and close ended questions and the advantages, sampling
➔ Problems encountered in collecting data from secondary sources.
UNIT IV REPORT WRITING
➔ Research writing in general
➔ Components: referencing
➔ writing the bibliography
➔ Developing the outline
➔ presentation.
UNIT V CASE STUDIES
➔ Case studies in the relevant discipline illustrating how good research can be used from
project inception to completion
➔ review of research publications.
- Case study is one of the most widely used qualitative research approaches and involves an in-depth study of a phenomenon within its real-world context.
- There is no set design for case studies as the design depends on the specific case and research problem being examined. Key elements of case study research include defining the case, collecting multiple types of data over an extended period of time, and representing both insider and outsider perspectives.
- Case studies aim to provide rich descriptions of phenomena and develop explanations for observations. Sound case studies demonstrate thorough data collection and use valid and reliable research methods.
This document outlines the research methodology process in 15 steps: (1) formulating the research problem, (2) reviewing literature, (3) specifying a hypothesis, (4) explaining the research design, (5) arranging the sample, (6) collecting data, (7) analyzing data, (8) testing the hypothesis, (9) proposing interpretations, (10) writing a report, (11) oral defense, (12) manuscript compilation, (13) expert evaluation, and (14) manuscript submission and selection. It discusses key aspects of several steps, including defining the research problem, reviewing conceptual and empirical literature, developing research, null, and alternative hypotheses, and determining sample selection methods.
The document discusses quantitative research methods. It defines quantitative research as seeking to quantify data and generalize results from a sample to a population. Key concepts covered include descriptive research, which describes current statuses of variables, and correlational research, which examines relationships between variables without manipulating them. Common quantitative research designs like surveys, experiments, and ex post facto research are described. The document also discusses validity, reliability, sampling, data types, and the statistical analysis process.
This document discusses key aspects of research methodology. It begins by defining research as a systematic process of examining a topic closely through various methods such as observation and experimentation. The document then outlines several types of research including pure research, applied research, descriptive research, and correlational research. It also discusses different research methods like library research, field research, and laboratory research. The rest of the document delves into various steps of research methodology such as formulating hypotheses, preparing a research design, identifying variable types, and qualifying a rigorous research. Overall, the document provides a comprehensive overview of conceptualizing and planning a scientific research study.
This document outlines the course syllabus for Methods of Research. The course aims to introduce students to basic research concepts, principles, and methods. It will cover topics such as defining a research problem, reviewing related literature, different types of research designs and methods, sampling, data collection and analysis, and writing a thesis proposal. Students will apply what they learn by developing a research proposal on a topic of their choice. Assessment will include exams, individual outputs such as an oral presentation and written thesis proposal, and class participation. Upon completing the course, students should understand how to conduct research and be able to utilize the research process to construct their own thesis proposal.
Top of FormAssignment 1Bottom of FormAssignment 3 Researc.docxturveycharlyn
Top of Form
Assignment 1
Bottom of Form
Assignment 3: Research Manuscript Critique Part 1
Please post your assignment by submitting it by the due date assigned to theSubmissions Area. Complete each item listed below for each manuscript.
Step 1: Access the Shared Documents at the bottom of the Course Content Menuin your online classroom.
Step 2: Select the sub-module which pertains to your discipline—Research Articles_Business or Research Articles_Social Sciences.
Step 3: Select Three manuscripts in your area of study to examine throughout this course:
· 1 qualitative study
· 1 quantitative study
· 1 mixed methods study
Critique the manuscripts using the checklists below. You will be using these research articles to help you understand what exactly goes into the research methods for dissertations and other research. Each module you will identify specific elements in these research articles relating specifically to that module. These will serve as great examples for what you will need to do in your own research!
Complete the following research manuscript critique for each selected article.
Manuscript Reference: (Include the APA style Reference here)
Type of Study: (Quantitative, Qualitative, Mixed Methods)
Research Topic: (Identify the phenomenon of interest.)
Purpose of the Study: (Briefly, in 1-3 sentences, describe the purpose or significance of the study)
Overarching Research Question or Theory: (What is the primary research question or theory for this study?)
Specific Research Questions/ Philosophical Underpinnings: (Include the specific research questions, hypotheses or philosophical underpinnings for each study.)
All written assignments and responses should follow APA rules for attributing sources.
Assignment 3 Grading Criteria
Maximum Points
Identified 3 research articles using 3 different research designs including: Quantitative, Qualitative and Mixed Methods.
3
Correctly identified the type of methodology used for each research article selected.
3
Identified the research topic for each study.
3
Described the purpose or significance of each study.
6
Identified the overarching research question or theory for each study.
6
Identified specific research questions, hypotheses, or philosophical underpinnings for each study.
12
Wrote in a clear, concise, and organized manner; demonstrated ethical scholarship in accurate representation and attribution of sources, displayed accurate spelling, grammar, and punctuation. Justified ideas and responses by using appropriate examples and references from texts, Web sites, and other references or personal experience. Followed APA rules for attributing sources.
6
Total:
39
Assignment 2
Assignment 2: Formulating Research Questions
The purpose of this assignment is to demonstrate how the research question informs the choice of methodology. Formulate your research question or theory (for some qualitative work) and identify which type of methodological approach would best answer your question: Quantitative, ...
This course introduces students to research methodology. It provides an overview of quantitative and qualitative research methods and their application in higher education. The course aims to help students develop key research skills including conducting literature reviews, using APA style citations, identifying elements of research proposals, and understanding different research designs. Assessment focuses on demonstrating knowledge of research processes and writing skills. A core assignment involves producing a 10-12 page literature review and presentation on a higher education topic of interest. The concept paper format outlined provides guidance for structuring research proposals, including sections on introduction, problem statement, objectives, methodology and literature review.
This document outlines the key steps and concepts in the research methods process. It discusses (1) defining the research problem, which involves understanding the nature of the problem and formulating clear research objectives; (2) conducting a literature review to understand previous work; (3) developing hypotheses; (4) designing the research methodology; (5) determining sampling methods; (6) collecting primary and secondary data; (7) analyzing the data and testing hypotheses; (8) interpreting findings and generalizing results; and (9) preparing the final research report. The overall goal is to systematically investigate an issue, analyze collected information, and draw objective conclusions to address the stated research problem.
Quantitative and Qualitative Approaches.pdfssuser504dda
This document provides an overview of quantitative and qualitative research approaches. It defines quantitative research as deductive, using numeric data from large samples to test hypotheses and analyze relationships between variables objectively. Qualitative research is defined as inductive, relying on words from smaller samples to understand participant experiences subjectively and identify themes in the data. The key differences between the two approaches are described in terms of identifying research problems, reviewing literature, specifying research purposes and questions, collecting and analyzing data, and reporting results. The document also discusses research design and types of quantitative, qualitative, and mixed methods designs.
This document summarizes key points from the book "Good to Great" by Jim Collins about what differentiates companies that go from good to great. It discusses that great companies have Level 5 Leaders who are modest and driven. They also focus first on getting the right people on the team before deciding on strategies. Additionally, they confront the brutal facts of reality and develop a simple "Hedgehog Concept". Finally, great companies create a culture of discipline and use technology to accelerate existing momentum, not create it.
The real meaning of Christmas is the celebration of the birth of Jesus Christ. While many see Christmas as a time of gifts, food, and decorations, it marks the arrival of God sending his son to earth. Jesus was born in Bethlehem to save humanity from sin. His birth brought great joy to shepherds and wise men who knew he was no ordinary baby. God sent Jesus to one day pay the price for humanity's sins through his death on the cross so that all may be forgiven and have eternal life in heaven. Inviting Jesus into one's heart allows true happiness and joy at Christmas that lasts all year.
The document discusses several theories of motivation: Cognitive Evaluation Theory proposes that extrinsic rewards can decrease intrinsic motivation; Goal Setting Theory asserts that specific, difficult goals lead to higher performance; Self Efficacy Theory involves an individual's belief in their ability to succeed; Reinforcement Theory focuses on the relationship between behaviors and consequences; Equity Theory examines fairness in compensation; and Expectancy Theory states that motivation depends on expectations of effort leading to results and rewards. The document provides details on each theory's key concepts and how they relate to understanding employee motivation.
SOCIAL SYSTEMS AND ORGANIZATIONAL CULTUREace boado
A social system is a complex set of human relationships within an organization that is in a state of dynamic equilibrium. The culture of an organization represents the shared values, beliefs, and norms that guide behavior. Factors like roles, status, and power dynamics influence relationships between people in the social system and organizational culture. Maintaining equilibrium while allowing for natural changes helps the social system and culture adapt over time.
The document discusses the process of strategic planning for schools. It begins by defining strategic planning and its importance. There are then 7 steps outlined: 1) gathering internal and external information, 2) identifying critical issues, 3) developing a vision statement, 4) reviewing the mission statement, 5) establishing goals, 6) formulating strategies, and 7) setting annual objectives. The purpose is to help schools determine their priorities and allocate resources effectively to achieve desired results over the next few years.
This document discusses different types of communication in organizations. It begins by defining formal communication as flowing along prescribed channels that members must follow, including vertical and horizontal communication. Vertical communication involves communication between managers and their subordinates or superiors. Downward communication flows from superiors to subordinates to give directions, policies, and performance updates. Upward communication flows from subordinates to superiors and provides feedback, addresses grievances, and offers suggestions. Horizontal communication occurs between peers at the same level and facilitates coordination. The document also discusses informal communication, also known as the grapevine, which occurs through unofficial channels and transcends formal lines.
This document discusses action research, which is a type of applied educational research conducted by teachers to help solve classroom-level problems. Action research is less rigorous than other educational research. It focuses on collaborative problem-solving by teachers in small groups. The document then provides guidance on formulating the objectives, methodology, evaluation criteria, results, conclusions, and recommendations for an action research study.
This document provides an overview of organizational behavior concepts. It discusses key topics like the nature of people and organizations, forces that influence organizational behavior like structure and environment, and historical developments in the field like the Hawthorne Studies. The document also outlines components of organizational behavior like individual, group, and organizational processes and benefits of studying OB like developing workplace skills.
Empowerment is the best means of delegationace boado
This document discusses delegation and empowerment. It defines delegation as assigning responsibility and granting authority to allow employees to excel. Delegation involves three steps - assigning responsibility, granting authority, and creating accountability. Empowerment means enjoying tasks are delegated and employees are developed by giving specific assignments focused on objectives to allow them to plan and present solutions while the supervisor communicates and takes blame to share credit.
This document discusses school leadership in the context of a School-Based Management (SBM) environment. It outlines 10 principles of effective school leadership, including setting accountable goals, ensuring jobs are understood and accomplished, and developing teamwork. The roles and functions of school heads as educational leaders are also described, such as setting the vision and curriculum, and creating an environment conducive to teaching and learning. Different levels of school leadership maturity are identified from standard to progressive to mature. The challenges of collective responsibility and utilizing skills in communication, collaboration, and community building are also highlighted.
K to 12 Basic Education Program frequently asked questionsace boado
The document summarizes key details about the implementation of the K to 12 program in the Philippines. It will be rolled out gradually from 2011-2018, adding Grade 11 in 2016-2017 and Grade 12 in 2017-2018. The two additional years will be at the senior high school level. Kindergarten is now mandatory preparation for Grade 1. Resources needs will be addressed through increased budget, support from LGUs and private partners.
Cuenca National High School identified four priority areas for improvement for the 2010-2011 school year:
1) Increasing NAT scores by 2% through a review enhancement program.
2) Reducing the dropout rate by 2% by identifying at-risk students and offering modular classes.
3) Enhancing teaching and learning through an ICT mentorship and peer coaching program and gathering lesson plans and materials.
4) Improving physical facilities by completing a school perimeter fence and rehabilitating the PTA building with funds from local government units and donations.
Cuenca National High School's entry to the Division of La Union's Search for the BEST School Initiative Towards Excellence and won Second Place under the Academic Category
The document discusses planning for meaningful educational change through the use of technology. It notes that the planning process is important, and that a successful plan involves defined educational outcomes and a pathway to achieve them, rather than just a list of purchases. Studies also show that changing attitudes through planning can be more impactful than the technologies alone. Good plans are developed through consensus and collaboration with the whole community. The document also outlines stages of integrating technology from familiarization to evolution, and possible ways to assess the impact of technology integration such as observations, surveys, monitoring plans, and discussions.
Split Shifts From Gantt View in the Odoo 17Celine George
Odoo allows users to split long shifts into multiple segments directly from the Gantt view.Each segment retains details of the original shift, such as employee assignment, start time, end time, and specific tasks or descriptions.
Delegation Inheritance in Odoo 17 and Its Use CasesCeline George
There are 3 types of inheritance in odoo Classical, Extension, and Delegation. Delegation inheritance is used to sink other models to our custom model. And there is no change in the views. This slide will discuss delegation inheritance and its use cases in odoo 17.
Understanding and Interpreting Teachers’ TPACK for Teaching Multimodalities i...Neny Isharyanti
Presented as a plenary session in iTELL 2024 in Salatiga on 4 July 2024.
The plenary focuses on understanding and intepreting relevant TPACK competence for teachers to be adept in teaching multimodality in the digital age. It juxtaposes the results of research on multimodality with its contextual implementation in the teaching of English subject in the Indonesian Emancipated Curriculum.
How to Store Data on the Odoo 17 WebsiteCeline George
Here we are going to discuss how to store data in Odoo 17 Website.
It includes defining a model with few fields in it. Add demo data into the model using data directory. Also using a controller, pass the values into the template while rendering it and display the values in the website.
Principles of Roods Approach!!!!!!!.pptxibtesaam huma
Principles of Rood’s Approach
Treatment technique used in physiotherapy for neurological patients which aids them to recover and improve quality of life
Facilitatory techniques
Inhibitory techniques
Views in Odoo - Advanced Views - Pivot View in Odoo 17Celine George
In Odoo, the pivot view is a graphical representation of data that allows users to analyze and summarize large datasets quickly. It's a powerful tool for generating insights from your business data.
The pivot view in Odoo is a valuable tool for analyzing and summarizing large datasets, helping you gain insights into your business operations.
How to Install Theme in the Odoo 17 ERPCeline George
With Odoo, we can select from a wide selection of attractive themes. Many excellent ones are free to use, while some require payment. Putting an Odoo theme in the Odoo module directory on our server, downloading the theme, and then installing it is a simple process.
Webinar Innovative assessments for SOcial Emotional SkillsEduSkills OECD
Presentations by Adriano Linzarini and Daniel Catarino da Silva of the OECD Rethinking Assessment of Social and Emotional Skills project from the OECD webinar "Innovations in measuring social and emotional skills and what AI will bring next" on 5 July 2024
AI Risk Management: ISO/IEC 42001, the EU AI Act, and ISO/IEC 23894PECB
As artificial intelligence continues to evolve, understanding the complexities and regulations regarding AI risk management is more crucial than ever.
Amongst others, the webinar covers:
• ISO/IEC 42001 standard, which provides guidelines for establishing, implementing, maintaining, and continually improving AI management systems within organizations
• insights into the European Union's landmark legislative proposal aimed at regulating AI
• framework and methodologies prescribed by ISO/IEC 23894 for identifying, assessing, and mitigating risks associated with AI systems
Presenters:
Miriama Podskubova - Attorney at Law
Miriama is a seasoned lawyer with over a decade of experience. She specializes in commercial law, focusing on transactions, venture capital investments, IT, digital law, and cybersecurity, areas she was drawn to through her legal practice. Alongside preparing contract and project documentation, she ensures the correct interpretation and application of European legal regulations in these fields. Beyond client projects, she frequently speaks at conferences on cybersecurity, online privacy protection, and the increasingly pertinent topic of AI regulation. As a registered advocate of Slovak bar, certified data privacy professional in the European Union (CIPP/e) and a member of the international association ELA, she helps both tech-focused startups and entrepreneurs, as well as international chains, to properly set up their business operations.
Callum Wright - Founder and Lead Consultant Founder and Lead Consultant
Callum Wright is a seasoned cybersecurity, privacy and AI governance expert. With over a decade of experience, he has dedicated his career to protecting digital assets, ensuring data privacy, and establishing ethical AI governance frameworks. His diverse background includes significant roles in security architecture, AI governance, risk consulting, and privacy management across various industries, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: June 26, 2024
Tags: ISO/IEC 42001, Artificial Intelligence, EU AI Act, ISO/IEC 23894
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Find out more about ISO training and certification services
Training: ISO/IEC 42001 Artificial Intelligence Management System - EN | PECB
Webinars: https://pecb.com/webinars
Article: https://pecb.com/article
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Slide Presentation from a Doctoral Virtual Open House presented on June 30, 2024 by staff and faculty of Capitol Technology University
Covers degrees offered, program details, tuition, financial aid and the application process.
(T.L.E.) Agriculture: Essentials of GardeningMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏.𝟎)-𝐅𝐢𝐧𝐚𝐥𝐬
Lesson Outcome:
-Students will understand the basics of gardening, including the importance of soil, water, and sunlight for plant growth. They will learn to identify and use essential gardening tools, plant seeds, and seedlings properly, and manage common garden pests using eco-friendly methods.
Beyond the Advance Presentation for By the Book 9John Rodzvilla
In June 2020, L.L. McKinney, a Black author of young adult novels, began the #publishingpaidme hashtag to create a discussion on how the publishing industry treats Black authors: “what they’re paid. What the marketing is. How the books are treated. How one Black book not reaching its parameters casts a shadow on all Black books and all Black authors, and that’s not the same for our white counterparts.” (Grady 2020) McKinney’s call resulted in an online discussion across 65,000 tweets between authors of all races and the creation of a Google spreadsheet that collected information on over 2,000 titles.
While the conversation was originally meant to discuss the ethical value of book publishing, it became an economic assessment by authors of how publishers treated authors of color and women authors without a full analysis of the data collected. This paper would present the data collected from relevant tweets and the Google database to show not only the range of advances among participating authors split out by their race, gender, sexual orientation and the genre of their work, but also the publishers’ treatment of their titles in terms of deal announcements and pre-pub attention in industry publications. The paper is based on a multi-year project of cleaning and evaluating the collected data to assess what it reveals about the habits and strategies of American publishers in acquiring and promoting titles from a diverse group of authors across the literary, non-fiction, children’s, mystery, romance, and SFF genres.
The Jewish Trinity : Sabbath,Shekinah and Sanctuary 4.pdfJackieSparrow3
we may assume that God created the cosmos to be his great temple, in which he rested after his creative work. Nevertheless, his special revelatory presence did not fill the entire earth yet, since it was his intention that his human vice-regent, whom he installed in the garden sanctuary, would extend worldwide the boundaries of that sanctuary and of God’s presence. Adam, of course, disobeyed this mandate, so that humanity no longer enjoyed God’s presence in the little localized garden. Consequently, the entire earth became infected with sin and idolatry in a way it had not been previously before the fall, while yet in its still imperfect newly created state. Therefore, the various expressions about God being unable to inhabit earthly structures are best understood, at least in part, by realizing that the old order and sanctuary have been tainted with sin and must be cleansed and recreated before God’s Shekinah presence, formerly limited to heaven and the holy of holies, can dwell universally throughout creation
Front Desk Management in the Odoo 17 ERPCeline George
Front desk officers are responsible for taking care of guests and customers. Their work mainly involves interacting with customers and business partners, either in person or through phone calls.
5. 1.1. Definition, Purpose, characteristics,
differences, kinds and classification of Research
Qualities of Good Research
Qualities of Good Researcher
Hindrances of scientific Inquiry,
Major needs and problems/demands of Research
Values of Research to Man
Types of Research
Classification of Research,
The variable
Components of Research Process,
1.2. Qualities of Good Research
Instrument
Validity, Types of validity, reliability,
methods in testing the reliability of research instrument,
usability
determining factors of usability of research
6. 2.1
The Research Problems, characteristics of
a Research Problem, Sources of Research
Problem
The Research Objectives,
Statement of the Problem/Objectives,
Hypothesis, Theoretical and Conceptual
Framework, Assumptions,
Significance of the Study, Scope
and Delimitation of the Study
7. 3.1.Importance of Related Literature and
Studies
3.2, Purpose and Functions of related
studies,
3.3 Characteristics,
3.4. Sources and Where to locate the
sources,
3.5 Related Legal Bases, Related
Literature, Related Studies( Local, Foreign)
3.6. Definition of Terms: Conceptual and
Operational
8. 4.1.Historical Design:
Uses of historical
research, major steps of historical d
esigns, sources of historical
research
4.2.Descriptive Design: Meaning,
characteristic, value, importance an
d
advantages, techniques, Types of Des
criptive Research : Descriptive-
Survey, Descriptive-normative
survey, Descriptive-status,
Descriptive
analysis, Descriptive classification,
descriptive-evaluative, descriptive-comparative,
correlational survey, lo
ngitudinal survey
4.3. Experimental Design: Meani
ng, concepts of causation,
distinguishing features,
experimental designs, experimen
tal plan,
Types of Experimental Designs: Si
ngle-group design, Two-group
design, two-pair group
design, parallel group design, co
unterbalanced
or latin square design, complete
randomized
design, randomized complete blo
ck design,
correlational Design, Pre-test
and Post test
design, case study design, Case
work, Content Analysis
9. 5.1. Definition,
Purpose, Terminologies,
Principles, advantages an
d Disadvantages of
Sampling,
Planning a Sample
Survey,
5.2. Determination of
Sample Size
5.3. Sampling Design:
(A) Scientific Sampling:
Restricted random
sampling, unrestricted
random sampling,
stratified random
sampling, systematic
sampling,
multistage sampling,
cluster sampling
(B) Nonscientific sampling:
Purposive Sampling,
Incidental sampling,
Quota sampling
10. 6.1. Classification of Data According t
o
Source, Selecting method of
collecting Data,
Research Instruments or
Tools
6.2. The Questionnaire: Definition,
Advantages and Disadvantages,
Construction of Questionnaire,
Types of Questions, Guidelines in
Formulation, Problems in
responses, evidence of misleading
questions, the cover letter,
evaluating the questionnaire,
sample questionnaires
6.3. The Interview: Purpose
and uses of interview,
advantages and
disadvantages, types of
classes of
interviews, interview as
instruments, steps/
pointers, what
to avoid in interview
11. 7.1. Data Processing: Definition
7.2. Data Matrix: Types of matrices
(Univariate matrix, bivariate,
multivariate)
7.3. Dummy tables
12. 8.1. Univariate Statistical
Treatment,
Bivariate Statistical Treatment,
Multivariate Statistical
Treatment
8.2. Frequency Distribution and
Graphical Representation
8.3. Descriptive Statistics:
Measures of
Central Tendency, Measures of
Variability, Normal
Distribution of Standard,
Measures of Relative
Variability,
Measures of Kurtosis,
Measures of Skewness
8.4. Inferential Statistics:
Correlation,
Chi-square, z
test means, t-test,
f- test, Kruskal-
Wallis One-way
Analysis of variance
by ranks,
Friedman Two-way
analysis of
variance by ranks
13. 9.1. Data Analysis: Types of
Data
Analysis (Univariate
Analysis,
Bivariate Analysis,
Multivariate
Analysis, Normative Analys
is,
Status Analysis, Descriptiv
e
Analysis, Classification An
alysis,
Evaluative Analysis, Comp
arative Analysis)
9.2. Presentation of Data:
Textual
presentation, tabular pres
entation,
Graphical Presentation,
Purpose of
Graphing, Advantages and
Limitations of Graphs,
Types of
graphs, construction of
Individual Graphs
9.3. Group Derive Generaliza
tion
14. 10.1. Summary of Findings
10.2. Conclusion and Some dangers to
avoid in drawing up conclusions
10.3. Recommendations
15. 11.1. Writing Requirements
11.2. Content and Structure of Thesis Proposal:
The Problem: Rationale and Background, Review of
Related Literature, Methodology,Materials and methods,
results and discussion, summary, conclusion and
recommendations, Schedule of Activities,
Bibliography, Curriculum Vitae
11.3. Form and Styles of a Research
Paper, Thesis and Dissertations
27. Validity
- It means the degree to which a test or
measuring instrument measures what it intends to
measure.
Types of Validity
Content validity – It means the extent to which the
content or topics of the test is truly representative of
the content of the course.
Concurrent validity – It is the degree to which the
test agrees or correlates with a criterion set up as an
acceptable measure.
Predictive validity – It is determined by showing how
well predictions made from the test are confirmed by
evidence gathered at some subsequent time.
Construct validity – It is the extent to which the test
measures a theoretical construct or trait.
28. Reliability
- It means the extent to which a research instrument is dependable,
consistent and stable.
Methods in Testing the Reliability of a Good Research Instrument
· Test-retest method – In this method, the same instrument is administered
twice to the same group of subjects and the correlation coefficient is
determined.
rs = 1 – Z6D2
N3-N
Parallel-forms method – Parallel or equivalent forms of a test may be
administered of the group of subjects, and the paired observations correlated
· Split-half method – The test in this method may be administered twice,
but the test items are divided into two values.
rwt = Z(rt)
1 + rnt
· Internal-consistency method – This method is used with psychological
test which consist of dichotomously scored items.
Kuder-Richardson Formula
Rxx = [N] [SD2 - Σpiqi]
N-1 SD2
29. Usability
- It means the degree to which the research instrument be
satisfactorily used by teachers, researchers, supervisors and school
managers without expenditures of time, money and effect.
Factors to Determine Usability
1. Base of administration. To facilitate the administration of a
research instrument, instruction should be complete and precise.
2. Base of scoring. It depends on the following aspects:
· Construction of a test in the objective type.
· Answer keys are adequately prepared.
· Scoring directions are fully understood.
3. Ease of interpretation and application. Results of test are easy to
interpret and apply if tables are provided.
4. Low cost. It is more practical if the test is low cost material-wise.
5. Proper mechanical make-up. A good research instrument should be
printed clearly in an appropriate size for the grade or year level for
which the instrument is intended.
41. Research problem and research objectives
have the same characteristics but they differ
in form because the former is stated in
interrogative or question form and the latter,
in declarative form.
42. Hypothesis – is defined as a wise guess that is
formulated and temporarily adopted to
explain the observed facts covered by the
study.
Types of Hypothesis
· Null Hypothesis – is a denial of an
existence of a trait, characteristic, quality,
value, correlation or difference of the result.
· Alternative Hypothesis – is an
affirmation of the existence of the observed
phenomenon.
43. - shapes the justification of the
research problem/research objectives in
order to provide the legal basis for defining
its parameters
44. - presents specific and well-defined
concepts which are called constructs.
45. are presumed to be true statements of
facts related to the research problem.
46. - Is presented comprehensively to
convince the screening committee the
importance of the study.
47. - This includes the coverage of the
study area, the subjects, the research
apparatus, equipment or instrument, the
research issues and concerns, the duration of
the study, and the constraints that have
direct bearing on the result of the study.
48. 1. Conceptual Definition – The definition
are based on concepts or hypothetic ones
which are usually taken from a dictionary,
encyclopedia and published journals.
2. Operational Definition – The definition
of terms are based on observable
characteristics and how it is used in the
study.
49. This includes the coverage of the study
area, the subjects, the research apparatus,
equipment or instrument, the research issues
and concerns, the duration of the study, and
the constraints that have direct bearing on
the result of the study.
51. Related literature is composed of
discussions of facts and principles to
which the present study is related.
The materials are usually printed and
found in books, encyclopedias,
professional journals, magazines,
newspapers, and other publications.
52. Reviewed literature and studies help or guide the
researcher in the following ways:
Help or guide the researcher in searching for or
selecting a better research problem or topic.
Help the investigator understand his topic for
research better.
Ensure that there will be no duplication of other
studies.
53. Help and guide the researcher in locating more
sources of related information.
Help and guide the researcher in making his
research design especially in
a. The formulation of specific questions to
be researched on;
b. The formulation of assumptions and
hypotheses if there should be any;
c. The formulation of conceptual
framework;
d. The selection and application of the
methods of research;
e. The selection and application of sampling
technique;
f. The selection and/ or preparation and
validation of research instruments for gathering
data;
54. g. The selection and application of
statistical procedures;
h. The analysis, organization,
presentation, and interpretation of data;
i. The making of the summary of
findings, conclusions, and recommendations;
and
Help and guide the researcher in making
comparison between his findings with the
findings of other researchers on similar
studies with the end in view of formulating
generalizations or principles which are the
contributions of the study to the fund of
knowledge.
55. The surveyed materials must be as recent as
possible
Exceptions:
A. Treatises that deal on universals or
things of more or less permanent nature may
still be good today.
B. When a comparison or contrast is to
be made between the conditions of today
and those of a remote past, say ten or
twenty years ago.
56. Materials reviewed must be
objective and unbiased.
Materials surveyed must be relevant
to the study.
Surveyed materials must have been
based upon genuinely original and
true facts or data to make valid and
reliable.
Reviewed materials must not be too
few or too many.
57. Literature reviewed typically
includes scholarly journals, scholarly
books, authoritative databases and
primary sources. Sometimes it
includes newspapers, magazines,
other books, films, and audio and
video tapes, and other secondary
sources.
58. are the origin
of information under study,
fundamental documents relating to
a particular subject or idea. Often
they are first hand accounts written
by a witness or researcher at the
time of an event or discovery.
E.g. published books, magazines,
encyclopedias, almanacs and etc.
59. are
documents or recordings that
relate to or discuss information
originally presented elsewhere.
E.g. Information from the
internet, unpublished thesis and
dissertations
60. Generally, the sources of related literature and
studies are located in the following places:
Libraries, either government, school, or private
libraries.
Government and private offices.
The National Library.
The library of the Department of Education,
Culture and Sports.
The last two are especially rich depositories of
related materials, particularly unpublished
master’s thesis and doctoral dissertations.
61. Related – means the legal bases, literature
and studies which have direct bearing or
relation to the present study.
It determine the relevance of the study to
the government’s thrusts. The major
sources of related legal bases are laws and
department directives such as circulars,
orders, memoranda, and others which are
related to the present study.
62. Example:
Republic Act No. 7164 known as the “Philippine
Nursing Act of 1991” defines professional nursing as
the performance for a fee, salary, or other reward or
compensation… toward the promotion of health, and
alleviation of suffering through utilization of nursing
process. (LEGAL BASIS).
The foregoing professional nursing definition
explicitly expressed that nurses practice their
profession for a fee or salary commensurate with
their work in order to satisfy their needs and wants
to cope with the fast changing world. In other
words, the performance of a particular job affects
nurses’ values especially if nurses meet the problems
related to their job in the hospital, hence,
promotion of health services cannot be attained.
(EXPLANATION OF THE LEGAL BASIS)
63. It is a section in a research paper, thesis
dissertation, and research project in which
the sources are taken from books, journals,
magazines, novels, poetry, etc that contains
facts, laws, theories and other documented
observations. This is in a chronological order
from recent to past when presented. It is
unscientific if related literature are
presented and of no explanation at the
relevance to the present study.
64. Example:
Murray’s (1998) article on nurse executives’
leadership roles stated that chief nursing officers
(CNO) leave their position due to lack of power
conflict with chief executive officer (CEO), and
inadequate nursing personnel. [Related literature by
Bruce P. Murray. 1998. “Nurse Executives’
Leadership Roles.” Journal of Nursing
Administration. 28(6):48. (June 1998)].
The article of Murray has bearing to the present study
because staff nurses’ performance would be affected
if the middle managers or chief nursing officers have
conflict with the chief executive officer or top
manager and with problems met related to their job,
for instance, inadequate nursing personnel.
(EXPLANATION OF THE RELATED LITERATURE)
65. Published and unpublished research
studies are sources of materials that
are included in this section. The
research studies which have direct
bearing to the present study are
segregated into foreign and local
studies.
66. Example of LOCAL STUDY:
In 1999, Sultan in her study on perceived sources of
stress among staff nurses at a tertiary hospital in
Quezon City, found out that lack of administrative
support and no rewards were perceived by staff
nurses as the most stressing… (Related local study by
Vilma Sultan. 1999. “Perceived Sources of Stress
Among Staff Nurses at Tertiary Hospital in Quezon
City.” MA Thesis in Nursing. Central Philippine
University, Iloilo City, Philippines.)
Sultan’s study has bearing to the present study
because lack of administrative support, no rewards,
and no opportunities for career development are
among the job-related problems met by staff nurses
in private and government hospitals in Iloilo City
which block their way to perform effectively and
efficiently. (EXPLANATION OF THE RELATED STUDY)
67. Conceptual – also known as
constitutive, is that which is
given in dictionaries. It is the
academic or universal meaning
attributed to a word or group of
works. Moreover, it is mostly
abstract and formal in nature.
68. Operational – also known as
functional. Operational definition
may be measured and experimental.
The measured operational definition
states the way the concept is
measured in the investigation. In an
experimental operational definition
the researcher may spell out the
details of the manipulation of a
variable.
121. Sampling – may be defined as the method of
getting a representative portion of the
population.
Population –is the aggregate or total of
objects, persons, families, species, or orders
of plants or animals.
122. UNIVERSE – the set of all entities under study
VARIABLE – attribute of interest observable on each entity in the
universe
ELEMENT – is a member of the population. It is a unit in which data is
collected and analyzed.
POPULATION – the set of all possible values of the variable. Also pertains
to the total number of elements to be studied.
SAMPLE – subset of the universe or the population. It is a proportion, an
element or part of the population which is scientifically and randomly
drawn that actually possesses the same characteristics as the population.
SAMPLING – the process of selecting a sample or a representative portion of a
population to represent the entire population.
PARAMETER – descriptive measure of the population ex. Mean income, mean
age of all the families and age distribution of all the people.
SAMPLE SIZE – the number of subjects in the study.
MARGIN OF ERROR – the allowable error in percentage due to the use of
the sample, instead of the population.
123. 1. It saves time, money and effort.
2. It is more effective.
3. It is faster, cheaper and economical.
4. It is more accurate.
5. It gives more comprehensive
information.
124. 1. Sample data involve more care in
preparing detailed sub classification due to
small number of subjects.
2. If the sampling plan is not correctly
designed and followed, the results may be
misleading.
3. Sampling requires an expert to conduct
the study in an area. If this is lacking, the
results can be erroneous.
4. The characteristic to be observed may
occur rarely in a population.
5. Complicated sampling plans are
laborious to prepare.
125. 1. State the objectives of the survey.
2. Define the population.
3. Select the sampling individual.
4. Locate and select the source list of particular
individuals to be included in the sample.
5. Design the sampling design to be used that suits
to the study, either scientific or nonscientific
sampling.
6. Determine the sample size.
7. Select the method in estimating the reliability
of the sample.
8. Test the reliability of the sample in a pilot
institution.
9. Interpret the reliability of the sample.
10. Choose experts to administer the research
instruments.
126. Step 1: Determine the total population (N) as
assumed subjects of the study.
Step 2: Get the value of V(2.58), Se(0.01),
and p(0.50).
Step 3: Compute the sample size using this
formula:
Ss = NV + [ Se2 (1-p)]
NSe + [ V2p(1-p)]
Sampling Designs
127. Sometimes population is difficult to identify
who makes up the entire population.
Sample is cheaper, faster, more accurate and
can yield tomore comprehensive information.
Getting the population is too costly in terms
of human resources and other expenses, and
time consuming.
In population, there is lot of error to control
and monitor.
Sometimes lists are rarely up to date.
128. Keys to Good Sampling
Formulate the aims of the study
Decide what analysis is require to satisfy this
aims
Decide what data are required to facilitate the
analysis
Collect the data required by the study
129. Defective Sampling
Sampling that is too small or not a representative
will be biased, invalid and unreliable
The sampling becomes very complicated if the
population is too large or has many sections and
subsections
The sample (respondents0 should have common
characteristics in order to eradicate faulty
conclusions
The sampling becomes biased and
unrepresentative if the researcher does not
possess the necessary skills and technical know-how
of the sampling procedure.
130. An appropriate sample size is required for
validity
If the sample sizes are too small, it will not
yield valid results
An appropriate sample size can produce
accuracy of results
The results from small sample size will be
questionable
A sample size that is too large will result in
wasting money and time
Researchers
131. Scientific Sampling
1. Restricted random sampling – This type of sampling design
involves certain restrictions to improve the validity of the
sample.
2. Unrestricted random sampling – This is the best random
sampling design due to no restrictions imposed, and every
member in the population has an equal chance of inclusion in the
sample.
Lottery Technique
Table of Random Numbers
3. Stratified random sampling – This type of design divides the
population into two or more strata.
4. Systematic sampling – In this type of design the individuals
of the population are arranged in a methodical manner.
5. Multistage sampling – This design is done in several stages.
6. Cluster sampling – In this type of design, the population is
grouped into clusters or small units.
132. Nonscientific sampling
1. Purposive sampling – This type of
nonscientific sampling is based on selecting the
individuals as samples according to the purpose
of the researcher as his controls.
2. Incidental sampling – This type of sampling
design is “applied to those samples which are
taken because they are the most available.”
3. Quota sampling – This type of design is
popular in the field of opinion research because
it is done by merely looking for individuals with
the requisite characteristics.
134. are those which are
collected for
specific purpose
directly from the
field of enquiry and
original in nature.
Such data are
published by
authorities who
themselves are
responsible for
their collection.
Example:
Documents
Creative
works
Interviews
Man-made
materials
Surveys
135. This is any source
cited for its
second-hand
information from a
different work.
It also pertains on
the data which
have already
collected by other
person who
entitled to
organize a data.
Example:
Unpublished
thesis and
dissertations
Manuscript
Books
Journals
137. Deals with descriptions.
Data can be observed but not
measured. It approximates or
characterizes but does not
measure the attributes,
characteristics, and properties
of a thing or phenomenon.
138. Deals with numbers.
Data which can be
measured.
This method rely on random
sampling and structured
data collection instruments
that fit diverse experiences
into predetermined response
categories.
140. used when researcher studies people
and gathers data on the feelings,
emotions, attitudes and judgment of
the subjects.
Example:
Questionnaire
Interview
Experiment
Observation
141. includes all tools that is used
in different branch of science.
It is more on to measure
things. Example:
Thermometers
Cameras
Microscopes
Meter stick
142. is a list of prepared
questions or a checklist.
This is usually sent of
distributed to respondents
for the purpose of seeking
their opinions, views,
suggestions, or perceptions.
143. Practical
Large amounts of information can be collected
from a large number of people in a short period
of time
Can be carried out by the researcher or by any
number of people with limited affect to its
validity and reliability
The results of the questionnaires can usually be
quickly and easily quantified by either a
researcher or through the use of a software
package
Can be analysed more 'scientifically' and
objectively than other forms of research
144. Lacks validity
There is no way to tell how truthful a
respondent is being
There is no way of telling how much thought a
respondent has put in
The respondent may be forgetful or not
thinking within the full context of the situation
People may read differently into each question
and therefore reply based on their own
interpretation of the question
145. Doing a research with a specified topic
Talking to people with knowledge about
the topic
Study the guidelines on what data should
be gathered
Writing the Questionnaire
Revise the Questionnaire
Rewrite the Questionnaire
Pre-test the Questionnaire
Write the Questionnaire in the final form
146. Open-ended Questions – They are used in
qualitative interviews where the respondent is
made to explain why certain things is done.
Free Response Questions – They are asked in such
a way that the respondent does not limit the scope
of his answers or responses.
Multiple Choices – It is the most commonly used
type of questioning. It is a list of a number of
answers provided for every question.
147. Scaled Response – The respondents are given
a range of categories in which to express
their feelings or opinions.
Checklist – This is a form of multiple choice
questions from which the respondents
chooses one or more response categories.
Ranking Questions – This refers to an opinion
question where the respondent is asked to
rank comparatively the items listed either in
ascending or descending order.
Dichotomous Question – There are only two
possible answers to the questions like the Yes
– No type.
148. 1. Decide on the specific information needed and
its sources.
2. Prepare a list of sources of the specific
information needed.
3. Put yourself in a place of the respondents.
4. Understand the sequences in which these
various subjects should appear on the
questionnaire.
5. Decide on the type of question to use.
6.Write the actual question.
149. 7. Provide proper spaces for the answers.
8. Consider the facts needed to understand the results
properly.
9. Examine the whole questionnaire.
10. Try to time test yourself in answering the whole
questionnaire.
11. See if the questions are clear, interesting, and
cordial.
12. Reconsider the hypothesis to see if the questions
are asked to answer the research problem.
13. Pre-test the questionnaire.
14. Have the final form reproduced in the quality and
quantity needed.
150. 1.Answers might be bias
2.The answers might be irrelevant.
3.Answers might be a guess.
4.The choice of words affect responses.
5.Some respondents give answers that
would make them appear good to a
researcher.
6. Irrelevant way of the respondents
answering the questionnaire.
151. – it would be a classified as a part of a questionnaire
where in it is normally written at the upper left
corner of the questionnaire that entails the message
of the researcher to the respondents
Things that should be seen in a cover letter would be:
Purpose of the questionnaire
The study itself
Thing to be gathered in the questionnaire for the research
Reasons it should be answered
Due date of the questionnaire
Guaranteed confidentiality for the respondents
Expressions of thanks to the respondents
152. These are the following to consider in
evaluating a questionnaire:
Grammar
Format
Arrangement of Questions
Relevant to the Study
Number of Questions
Format of the Questionnaire
Reliability of Questionnaire
Respondents
153. It is one of the major techniques
in gathering data or information.
It is a conversation between two
or more people where questions
are asked by the interviewer to
elicit facts or statements from
the interviewee.
154. The researcher could gain some insights
about the study, the variables to be use,
in making the hypothesis and generalize
questions and the methods to be use
statistically.
The researcher could add some more
significance about the study.
The researcher could collect some factual
data in order to be added for the support
of the study.
155. Generating more valid and compete
information
Interviewer can classify points or
questions which are vogue to the
interviewee
Seeing the sincerity in terms of answering
the questions
Flexibility
Greater complex questions can be asked
156. Respondents would be hard to be
contacted
Time consuming
Inaccurate in terms of getting
numerical data
Inaccurate due to bias data given by
the interviewee in favourable with
the study
Difficult to make conclusion
158. Description and/or Aim of interview:
- Normally, structured interviews are done in a face-to-face
format or via telephone using a standard set of
questions to obtain data that can be aggregated because
identical questions have been asked of each participant.
Nature of questioning route: fixed, given order, very
standardized
Type of question format/structure:
1. Open-ended
2. Closed-ended with ordered response choices
3. Closed-ended with unordered response choices
4. Partially closed-ended
Role of probing: Little or none, perhaps only repeating
or clarifying instructions
159. Description and/or aim of interview: “More or less open-ended
questions are brought to the interview situation in the
form of an interview guide” (Flick, 1998 p. 94). From the
beginning the focus is on gaining an understanding based on
textual information obtained. The level of depth of
understanding that the researcher pursues is used to
characterize this type of interview.
Nature of questioning route: flexible, but usually a given set
of questions is covered, varying levels of standardization
Type of question format/structure:
1. Open-ended, yet directed at obtaining particular information
(content, topic, aspects of theory, etc.)
2. In some cases, closed-ended style of questions are used
Role of probing: Get the participant to expand upon their
answer, give more details, and add additional perspectives
160. Description and/or Aim of interview:
Normally, unstructured interviews are done in a
face-to-face format and some would say you are
trying to get participants to share stories. The
researcher starts from a position of wanting to be
sensitive to how participants construct their views
and perspectives of things. Therefore, a goal is to
allow the participant’s structure to dominate.
Nature of questioning route: ask questions to get
people to talk about constructs/variables of
interest to the researcher.
161. Type of question format/structure:
1. Open-ended – descriptive
2. Reactions to a given situation
presented by the researcher
Role of probing: Simply to get the
participant of talk about a topic area,
normally probing questions are not
directed, but rather asked to encourage
the participant to keep talking or to get
back to the subject of interest.
162. 1. Interview
Schedule
It is like a
questionnaire.
Used when the
researcher knows
all the item to be
included in the
interview about
the research
problem.
2. Interview Guide
It only provides
ideas and allows the
interviewer to freely
pursue relevant
topics in depth.
The items provide
for flexibility in the
manner, order, and
language of
questioning.
163. 1.Set the feeling tone for the interview
2.Set up Equipment
3.Prepare the Person
4.Start the Tape Recorders
5.Let the Interviewee Talk
6.Get Consent
7. Word/Name list
164. Being unprepared
Dress in a wrong manner
Don’t argue with the interviewee’s answer in the
questions
Don’t talk irrelevant manners
Don’t unduly pressing the respondent to make a
reply
Don’t appear too high above the respondent in
education, knowledge and social status.
Don’t talk about irrelevant matters
166. Data processing involves:
Input – it involves the responses from the
research instrument by the subjects of the
study.
Throughput – it includes statistical
procedures and techniques.
Output – the results of the study which are
presented in data matrix form.
167. Data processing
It consists of three basic steps:
1. Categorization of data
It refers to the grouping of subjects under
study according to the objectives or purposes
of the study.
168. Five rules in categorizing research
information by Kerlinger:
1. Categories are set up according to the
research problem.
2. The categories are exhaustive.
3. Each category is derived from one
classification principle.
4. The categories are mutually exclusive
and independent.
5. Any categorization scheme must be one
level of discourse.
169. 2. Coding of data – Information from the
questionnaire, tests, interview schedules,
rating scale and many others must be
transformed into coded items to facilitate
tabulation of data.
3. Tabulation of data – this is done by tallying
and counting the raw data to arrive at a
frequency distribution and to facilitate in
organizing them in a systematic order in a
table or several tables.
170. Data matrix
- Presentation of data in tabular form
3 Types of Data Matrices
Univariate matrix – involves only one
variable.
Bivariate matrix – involves two variables.
Multivariate matrix – has three or more
variables in the table.
171. Dummy tables
- Are helpful in preparing for the data
matrix because they are used in planning,
summarizing, organizing and analyzing the
data on how the different variables differ
with each other.
173. It is a must that researchers diagnose the
problem by using the appropriate statistical
tool to arrive at accurate and definite
interpretation of results.
Incorrect Statistical Tool
- Percentage is incorrect or
inappropriate statistical tool to scale options
due to vague interpretation of results.
174. Univariate analysis
the examination of the distribution of cases on
only one variable at a time (e.g., college
graduation)
Bivariate analysis
the examination of two variables
simultaneously (e.g., the relation between
gender and college graduation)
Multivariate analysis
the examination of more than two variables
simultaneously (e.g., the relationship between
gender, race, and college graduation)
175. Univariate analysis
Purpose: description
Bivariate analysis
Purpose: determining the empirical
relationship between the two variables
Multivariate analysis
Purpose: determining the empirical
relationship among the variables
176. Univariate Statistical Treatment
- The appropriate statistical tool for univariate
problem is the weighted arithmetic mean and the
like.
Bivariate Statistical Treatment in Experimental
Research
- The statistical tools for bivariate problem in
experimental research are t-test and linear
correlation.
Bivariate Statistical Treatment in Descriptive
Research
- The statistical tool used in bivariate
descriptive research problems are z-test and linear
correlation.
177. is a grouping of all observations into interval
or classes together with a count of the
number of observations that fall in each
interval or class.