Todd Milford
University of Victoria, Education, Faculty Member
Research Interests:
Research Interests:
School Effectiveness Research (SER) is concerned with efforts to better understand the effectiveness enhancing relationship between student and school variables and how these variables primarily influence academic achievement (Scheerens,... more
School Effectiveness Research (SER) is concerned with efforts to better understand the effectiveness enhancing relationship between student and school variables and how these variables primarily influence academic achievement (Scheerens, 2004). However, one identified methodological shortcoming in SER is the absence of cross-cultural perspectives (Kyriakides, 2006). This is a concern as what may prove effective in one nation does not necessarily mean that it can be easily and seamlessly imported into another with the same results. This study looked at the relationships between science self-beliefs and academic achievement in science across all nations who participated in the Programme for International Student Assessment (PISA) in 2006. It further explored the variance accounted for by cultural, social and economic capital (the elements of the PISA socioeconomic status variable) for each country in PISA 2006 when predicting scientific literacy. Lastly, it used hierarchical linear modeling (HLM) to analyze data from PISA 2006 for nations experiencing high rates of immigration (i.e., Germany, Spain, Canada, the United States, Australia and New Zealand). The outcome measures used for these countries were achievement scores in science, mathematics and reading. The variables examined at the student level were science self-efficacy, science self-concept, immigrant status and socioeconomic status. The variables examined at the school level were student level aggregates of school proportion of immigrants and school socioeconomic status. In the correlation analysis between science literacy and either science self-concept of science self-efficacy, findings suggest that at the student level, students with both higher science self-concept and higher science self-efficacy tend to achieve higher academically. However, at the country level the relationship was negative between self-concept and academic achievement in science (i.e., countries with higher science self-concept tend to achieve lower on scientific literacy). When the variables that comprised each of the cultural, social, and economic components of SES were regressed on scientific literacy for the PISA sample, cultural capital accounted for 16% of the variance in scientific literacy scores compared to 14% for social capital, 13% for the composite Economic Social and Cultural Status (ESCS), and 12% for economic capital. In the HLM null models, the intraclass correlations for the all countries except for Germany ranged from .16 to .29 (Germany's was between .57 and .68). In the final models, at level-1 country, immigrant status tended to negatively influence achievement (i.e., non-native students are predicted to have lower performance), while science self-efficacy and science self-concept positively influenced achievement The student level ESCS variable also impacted achievement positively. At the school level, level-2, school mean ESCS or school proportion of immigrants were found to significantly influence the level-1 predictors; however, a good deal of variability across nations was observed. The findings from this study demonstrate that there are some distinct national differences in the relationships between science self-beliefs, immigrant status and academic achievement.
Research Interests:
ABSTRACT We investigate the effect of graph theory instruction on the representations of social networks by grade six students. In this quasi-experimental study, treatment groups participated in graph theory lessons as part of their... more
ABSTRACT We investigate the effect of graph theory instruction on the representations of social networks by grade six students. In this quasi-experimental study, treatment groups participated in graph theory lessons as part of their mathematics class. In evaluating student responses to pre and posttests we observed that students shifted in their approach to representing a social network problem, from less to more abstract - starting with complex vertices (superfluous detail) and planar graphs (no crossed edges) toward simple vertices and non-planar graphs.
Research Interests:
Research Interests:
ABSTRACT Abstract This article provides a description of science teacher education policy in Canada and the USA. We focus on qualifications and procedures to obtain an initial teaching license, requirements for license renewal, and trends... more
ABSTRACT Abstract This article provides a description of science teacher education policy in Canada and the USA. We focus on qualifications and procedures to obtain an initial teaching license, requirements for license renewal, and trends in our respective countries. In both countries, science teacher education is the responsibility of the province or state, rather than the federal government. Because these countries are composed of many provinces/states, each with its own unique characteristics, we focus on general trends, recognizing that exceptions to these trends exist. Our review indicates that science teacher education in Canada and the USA consists of a highly diverse array of licenses, requirements, and programs. While this variability provides flexibility for programs to meet local needs and to create innovative programs, it also creates the potential for teachers to enter classrooms with insufficient preparation. In both countries, multiple pathways lead to certification, many of which have very few science content or science pedagogy requirements. The science content knowledge
Research Interests:
Research Interests:
Research Interests:
Research Interests:
Research Interests:
School Effectiveness Research (SER) is concerned with efforts to better understand the effectiveness enhancing relationship between student and school variables and how these variables primarily influence academic achievement (Scheerens,... more
School Effectiveness Research (SER) is concerned with efforts to better understand the effectiveness enhancing relationship between student and school variables and how these variables primarily influence academic achievement (Scheerens, 2004). However, ...
Research Interests:
Abstract The Common Framework of Science Learning Outcomes (Council of Ministers of Education, Canada [CMEC], 1997) is a nationally developed curriculum document generated from the Pan-Canadian Protocol for Collaboration on School... more
Abstract The Common Framework of Science Learning Outcomes (Council of Ministers of Education, Canada [CMEC], 1997) is a nationally developed curriculum document generated from the Pan-Canadian Protocol for Collaboration on School Curriculum—an ...
Research Interests:
Research Interests:
The Role of Self-Assessment in the Preparation of Pre-Service Teachers Todd Milford and Lucinda Brown, University of Victoria Abstract This paper presents a mixed methods study on self-assessment opportunities for pre-service teachers at... more
The Role of Self-Assessment in the Preparation of Pre-Service Teachers Todd Milford and Lucinda Brown, University of Victoria Abstract This paper presents a mixed methods study on self-assessment opportunities for pre-service teachers at the University of Victoria, Canada. Sixty-nine pre-...
Research Interests:
ABSTRACT This study uses hierarchical linear modeling (HLM) to analyze data from PISA 2006 for nations experiencing high rates of immigration (i.e., Germany, Spain, Canada, the United States, Australia and New Zealand). The outcome... more
ABSTRACT This study uses hierarchical linear modeling (HLM) to analyze data from PISA 2006 for nations experiencing high rates of immigration (i.e., Germany, Spain, Canada, the United States, Australia and New Zealand). The outcome measures used were achievement scores in science (i.e., scientific literacy). The variables examined at the student level were science self-efficacy, science self-concept, immigrant status and socioeconomic status. The variables examined at the school level were student level aggregates of school proportion of immigrants and school socioeconomic status. In the HLM null models, the intraclass correlations for the all countries except for Germany ranged from .16 to .29 (Germany's was between .57 and .68). In the final models, at level-1 country, immigrant status tended to negatively influence achievement (i.e., non-native students are predicted to have lower performance), while science self-efficacy and science self-concept positively influenced achievement. The student level ESCS variable also impacted achievement positively. At the school level, level-2, school mean ESCS or school proportion of immigrants was found to significantly influence the level-1 predictors; however, a good deal of variability across nations was observed. The findings from this study demonstrate distinct national differences in the relationships between science self-beliefs, immigrant status and academic achievement.