Abstract
We use text to characterize micro-climates in a specific organizational context. We use Louvain clustering to create trees, and identify communities and smaller groups, which we call leaves. In comparing these structural groups, we see that most structural groups within this organization share locations and organizational functions. Our analyses show that location, gender, and minority status dominance tend to increase the strength of the textual distinction of the found structural groups.
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References
Hoy, W.K.: Organizational climate and culture: a conceptual analysis of the school workplace. J. Educ. Psychol. Consult. 1(2), 149–168 (1990)
Orne, M.T.: On the social psychology of the psychological experiment: with particular reference to demand characteristics and their implications. Am. Psychol. 17, 776 (1962)
Blondel, V.D., Guillaume, J.-L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech: Theory Exp. 2008, P10008 (2008)
Burton, R.M., Obel, B., DeSanctis, G.: Organizational Design: A Step-by-Step Approach. Cambridge University Press, Cambridge (2011)
Lewin, K.: Field theory and experiment in social psychology: concepts and methods. Am. J. Sociol. 44, 868–896 (1939)
Lewin, K.: Field Theory in Social Science. Harper & Brothers, New York (1951)
Zohar, D., Luria, G.: A multilevel model of safety climate: cross-level relationships between organization and group-level climates. J. Appl. Psychol. 90, 616 (2005)
Brondino, M., Silva, S.A., Pasini, M.: Multilevel approach to organizational and group safety climate and safety performance: co-workers as the missing link. Saf. Sci. 50, 1847–1856 (2012)
Rodrigues, M.A., Arezes, P.M., Leão, C.P.: Multilevel model of safety climate for furniture industries. Work 51, 557–570 (2015)
Erhrhart, M.G., Schneider, B., Macey, W.H.: Organizational Climate and Culture: An Introduction to Theory, Research, and Practice. Routledge, New York (2014)
James, L.R., Demaree, R.G., Wolf, G.: Estimating within-group interrater reliability with and without response bias. J. Appl. Psychol. 69, 85 (1984)
George, J.M., James, L.R.: Personality, affect, and behavior in groups revisited: comment on aggregation, levels of analysis, and a recent application of within and between analysis. J. Appl. Psychol. 78, 798–804 (1993)
LeBreton, J.M., Senter, J.L.: Answers to 20 questions about interrater reliability and interrater agreement. Organ. Res. Methods 11, 815–852 (2008)
Keyton, J.: Communication and Organizational Culture: A Key to Understanding Work Experiences. SAGE, Thousand Oaks, CA (2011)
Keyton, J.: Organizational Culture: Creating Meaning and Influence. In: Putnam, L.L., Mumby, D.K. (eds.) The SAGE Handbook of Organizational Communication: Advances in Theory, Research, and Methods. SAGE, Thousand Oaks (2014)
Schneider, B., Reichers, A.E.: On the etiology of climates. Pers. Psychol. 36, 19–39 (1983)
Glick, W.H.: Response: Organizations are not central tendencies: shadowboxing in the dark, round 2. Acad. Manag. Rev. 13, 133–137 (1988)
Schneider, B.: Organizational behavior. Annu. Rev. Psychol. 36, 573–611 (1985)
Brandes, U., Robins, G., McCranie, A., Wasserman, S.: What is network science? Netw. Sci. 1, 1–15 (2013)
Carley, K.M., Pfeffer, J., Reminga, J., Storrick, J., Columbus, D.: ORA User’s Guide 2013. Carnegie Mellon University, School of Computer Science, Institute for Software Research (2013)
Serpe, R.T., Stryker, S.: The construction of self and reconstruction of social relationships. Adv. Group Process. 4, 41–66 (1987)
Stryker, S.: Symbolic Interactionism: A Social Structural Version. Benjamin/Cummings Publishing Company, Menlo Park (1980)
Sparck Jones, K.: A statistical interpretation of term specificity and its application in retrieval. J. Doc. 28, 11–21 (1972)
Tietze, S., Cohen, L., Musson, G.: Understanding Organizations Through Language. Sage, Thousand Oaks (2003)
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Morgan, G.P., Carley, K.M. (2019). Characterizing Organizational Micro-climates in Structural Groups. In: Thomson, R., Bisgin, H., Dancy, C., Hyder, A. (eds) Social, Cultural, and Behavioral Modeling. SBP-BRiMS 2019. Lecture Notes in Computer Science(), vol 11549. Springer, Cham. https://doi.org/10.1007/978-3-030-21741-9_2
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