Seminar in Quantitative Research Methods

Cornelissen, J., Höllerer, M. A., & Seidl, D. (2021). What theory is and can be: Forms of theorizing in organizational scholarship. Organization Theory, 2(3), 26317877211020328

Edmondson, A. C., & McManus, S. E. (2007). Methodological fit in management field research. Academy of Management Review, 32(4), 1246-1264

Mantere, S., & Ketokivi, M. (2013). Reasoning in organization science. Academy of Management Review, 38(1), 70-89

Wellman, N., Tröster, C., Grimes, M., Roberson, Q., Rink, F., & Gruber, M. (2023). Publishing multimethod research in AMJ: A review and best-practice recommendations. Academy of Management Journal, 66(4), 1007-1015

Tavory, I., & Timmermans, S. 2014. Abductive Analysis: Theorizing Qualitative Research. University Of Chicago Press

Lounsbury, M. & Gehman, J. 2024. A Concise Introduction to Organization Theory: From Ontological Differences to Robust Identities. Edward Elgar

Cornelissen, J. P., & Durand, R. (2014). Moving forward: Developing theoretical contributions in management studies. Journal of Management Studies, 51(6), 995-1022

Davis, G. F., & Marquis, C. (2005). Prospects for organization theory in the early twenty-first century: Institutional fields and mechanisms. Organization Science, 16(4), 332-343

Gangl, M. (2010). Causal inference in sociological research. Annual Review of Sociology, 36, 21-47

Hedström, P., & Ylikoski, P. (2010). Causal mechanisms in the social sciences. Annual Review of Sociology, 36, 49-67

Miller, K. D., & Tsang, E. W. (2011). Testing management theories: critical realist philosophy and research methods. Strategic Management Journal, 32(2), 139-158

Suddaby, R. (Ed.). (2010). Editor's comments: Construct clarity in theories of management and organization. Academy of Management Review, 35(3), 346-357

Whetten, David A. "What constitutes a theoretical contribution?" Academy of Management Review 14.4 (1989): 490-495

Certo, S. T., & Semadeni, M. (2006). Strategy research and panel data: Evidence and implications. Journal of Management, 32(3), 449-471

Greve, H. R., & Goldeng, E. (2004). Longitudinal analysis in strategic management. Research Methodology in Strategy and Management, 1, 135-163

Halaby, C. N. (2004). Panel models in sociological research: Theory into practice. Annual Review of Sociology, 30, 507-544

Chin, M. K., Hambrick, D. C., & Treviño, L. K. (2013). Political Ideologies of CEOs The Influence of Executives’ Values on Corporate Social Responsibility. Administrative Science Quarterly, 58(2), 197-232

Hoetker, G. (2007). The use of logit and probit models in strategic management research: Critical issues. Strategic Management Journal, 28(4), 331-343

Petersen, T. (1985). A comment on presenting results from logit and probit models. American Sociological Review, 50(1), 130-131

Henisz, W. J., Zelner, B. A., & Guillén, M. F. (2005). The worldwide diffusion of market- oriented infrastructure reform, 1977–1999. American Sociological Review, 70(6), 871-897

Jennings, J. E., Jennings, P. D., & Sharifian, M. (2014). Living the dream? Assessing the “entrepreneurship as emancipation” perspective in a developed region. Entrepreneurship Theory and Practice

Wry, T., Lounsbury, M., & Jennings, P. D. (2014). Hybrid vigor: Securing venture capital by spanning categories in nanotechnology. Academy of Management Journal, 57(5), 1309

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173

Shook, C. L., Ketchen, D. J., Hult, G. T. M., & Kacmar, K. M. (2004). An assessment of the use of structural equation modeling in strategic management research. Strategic Management Journal, 25(4), 397-404

Williams, L. J., Vandenberg, R. J., & Edwards, J. R. (2009). Structural equation modeling in management research: a guide for improved analysis. The Academy of Management Annals, 3(1), 543-604

Han, Q., Jennings, J. E., Liu, R., & Jennings, P. D. (2019). Going home and helping out? Returnees as propagators of CSR in an emerging economy. Journal of International Business Studies, 50(6), 857-872

Shaver, J. M. (2005). Testing for mediating variables in management research: Concerns, implications, and alternative strategies. Journal of Management, 31(3), 330-353

Wiklund, J., & Shepherd, D. (2003). Knowledge‐based resources, entrepreneurial orientation, and the performance of small and medium‐sized businesses. Strategic Management Journal, 24(13), 1307-1314

Hamilton, B. H., & Nickerson, J. A. (2003). Correcting for endogeneity in strategic management research. Strategic Organization, 1(1), 51-78

Shaver, J. M. (1998). Accounting for endogeneity when assessing strategy performance: Does entry mode choice affect FDI survival?. Management Science, 44(4), 571-585

Flammer, C. (2015). Does product market competition foster corporate social responsibility? Evidence from trade liberalization. Strategic Management Journal, 36(10), 1469-1485

King, B. G. (2008). A political mediation model of corporate response to social movement activism. Administrative Science Quarterly, 53(3), 395-421

Pollock, T. G., Lee, P. M., Jin, K., & Lashley, K. (2015). (Un) Tangled Exploring the Asymmetric Coevolution of New Venture Capital Firms’ Reputation and Status. Administrative Science Quarterly, 60(3), 482-517

Allison, P. D. (1982). Discrete-time methods for the analysis of event histories. Sociological Methodology, 13(1), 61-98

Bradley, S. W., Aldrich, H., Shepherd, D. A., & Wiklund, J. (2011). Resources, environmental change, and survival: Asymmetric paths of young independent and subsidiary organizations. Strategic Management Journal, 32(5), 486-509

Greve, H. R. (2011). Fast and expensive: The diffusion of a disappointing innovation. Strategic Management Journal, 32(9), 949-968

Palmer, D. A., Jennings, P. D., & Zhou, X. (1993). Late adoption of the multidivisional form by large US corporations: Institutional, political, and economic accounts. Administrative Science Quarterly, 38(1), 100-131

Kirsch, D. 2000. The Electric Vehicle and the Burden of History. New Brunswick, N.J: Rutgers University Press

Baldassarri, D., & Abascal, M. (2017). Field experiments across the social sciences. Annual review of sociology, 43, 41-73

Bitektine, A., Lucas, J., & Schilke, O. (2018). Institutions under a microscope: Experimental methods in institutional theory

Levine, S. S., Schilke, O., Kacperczyk, O., & Zucker, L. G. (2023). Primer for Experimental Methods in Organization Theory. Organization Science, 34(6), 1997-2025

Quillian, L., & Midtbøen, A. H. (2021). Comparative perspectives on racial discrimination in hiring: The rise of field experiments. Annual Review of Sociology, 47, 391-415

Burt, R. S., Kilduff, M., & Tasselli, S. (2013). Social network analysis: Foundations and frontiers on advantage. Annual Review of Psychology, 64, 527-547

Mehra, A., Kilduff, M., & Brass, D. J. (2001). The social networks of high and low self-monitors: Implications for workplace performance. Administrative science quarterly, 46(1), 121-146

Hannigan, T., Wang, M. S., Steele, C., Seidel, M. D. L., Cervantes, E., & Jennings, P. D. (2020). A cultural network approach for amending Covid-19 policy

Hannigan, T. R., Briggs, A. R., Valadao, R., Seidel, M. D. L., & Jennings, P. D. (2021). A new tool for policymakers: Mapping cultural possibilities in an emerging AI entrepreneurial ecosystem. Research Policy, 104315

Padgett, J. F., & Ansell, C. K. (1993). Robust Action and the Rise of the Medici, 1400-1434. American Journal of Sociology, 98(6), 1259-1319

Uzzi, B. (1997). Social structure and competition in interfirm networks: The paradox of embeddedness. Administrative Science Quarterly, 35-67

Fiss, P. C. 2007. A set-theoretic approach to organizational configurations. Academy of Management Review, 32(4): 1180–1198

Fiss, P. C. 2011. Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Research. Academy of Management Journal, 54(2): 393–420

Hsieh, Y. Y., & Vergne, J. P. (2023). The future of the web? The coordination and early‐stage growth of decentralized platforms. Strategic Management Journal, 44(3), 829-857

Misangyi, V. F., & Acharya, A. G. 2014. Substitutes or Complements? A Configurational

Aversa, P., Furnari, S., & Haefliger, S. 2015. Business model configurations and performance: A qualitative comparative analysis in Formula One racing, 2005-2013. Industrial and Corporate Change, 24: 655–676

Furnari, S., Crilly, D., Misangyi, V. F., Greckhamer, T., Fiss, P. C., et al. 2020. Capturing Causal Complexity: Heuristics for Configurational Theorizing. Academy of Management Review

Ragin, C. C., & Fiss, P. C. 2016. Intersectional Inequality. University Of Chicago Press

Croidieu, G., & Kim, P. H. 2018. Labor of Love: Amateurs and Lay-expertise Legitimation in the Early U.S. Radio Field. Administrative Science Quarterly, 63(1): 1–42

DiMaggio, P., Nag, M., & Blei, D. (2013). Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of US government arts funding. Poetics, 41(6), 570-606

Grimmer, J., & Stewart, B. M. (2013). Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts. Political Analysis, 21(3), 1–31

Hannigan, T. R., Haans, R. F., Vakili, K., Tchalian, H., Glaser, V. L., Wang, M. S., ... &

Jennings, P. D. (2019). Topic modeling in management research: Rendering new theory from textual data. Academy of Management Annals, 13(2), 586-632

Schmiedel, T., Müller, O., & Vom Brocke, J. (2019). Topic modeling as a strategy of inquiry in organizational research: A tutorial with an application example on organizational culture. Organizational Research Methods, 22(4), 941-968

DiMaggio, P. (2015). Adapting computational text analysis to social science (and vice versa). Big Data & Society, 2(2): 1–5

Kaplan, S., & Vakili, K. (2015). The double‐edged sword of recombination in breakthrough innovation. Strategic Management Journal, 36(10), 1435-1457

Mohr, J. W., & Bogdanov, P. (2013). Introduction—Topic models: What they are and why they matter. Poetics, 41(6), 545-569

Aceves, P., & Evans, J. A. (2024). Mobilizing conceptual spaces: How word embedding models can inform measurement and theory within organization science. Organization Science, 35(3), 788-814

Cornelissen, J., Höllerer, M. A., Boxenbaum, E., Faraj, S., & Gehman, J. (2024). Large Language Models and the Future of Organization Theory. Organization Theory, 5(1),

Ziems, C., Held, W., Shaikh, O., Chen, J., Zhang, Z., & Yang, D. (2024). Can large language models transform computational social science? Computational Linguistics, 50(1), 237-291

Cornelissen, J., Höllerer, M. A., & Seidl, D. (2021). What theory is and can be: Forms of theorizing in organizational scholarship. Organization Theory, 2(3), 26317877211020328

Edmondson, A. C., & McManus, S. E. (2007). Methodological fit in management field research. Academy of Management Review, 32(4), 1246-1264

Mantere, S., & Ketokivi, M. (2013). Reasoning in organization science. Academy of Management Review, 38(1), 70-89

Wellman, N., Tröster, C., Grimes, M., Roberson, Q., Rink, F., & Gruber, M. (2023). Publishing multimethod research in AMJ: A review and best-practice recommendations. Academy of Management Journal, 66(4), 1007-1015

Tavory, I., & Timmermans, S. 2014. Abductive Analysis: Theorizing Qualitative Research. University Of Chicago Press

Lounsbury, M. & Gehman, J. 2024. A Concise Introduction to Organization Theory: From Ontological Differences to Robust Identities. Edward Elgar

Bromiley, P., & Johnson, S. (2005). Mechanisms and empirical research. Research Methodology in Strategy and Management, 2, 15-29

Chang, W., Franke, G. R., & Lee, N. (2016). Comparing reflective and formative measures: New insights from relevant simulations. Journal of Business Research, 69(8), 3177-3185

Diamantopoulos, A., & Winklhofer, H. M. (2001). Index construction with formative indicators: an alternative to scale development. Journal of Marketing Research, 38(2), 269-277

Gangl, M. (2010). Causal inference in sociological research. Annual Review of Sociology, 36, 21

Mullainathan, S., & Bertrand, M. (2001). Do People Mean What They Say? Implications for Subjective Survey Data. American Economic Review, 91(2), 67-72

Cliff, J. E., Jennings, P. D., & Greenwood, R. (2006). New to the game and questioning the rules: The experiences and beliefs of founders who start imitative versus innovative firms. Journal of Business Venturing, 21(5), 633-663

James, A. E., Jennings, J. E., & Jennings, P. D. (2017). Is it better to govern managers via agency or stewardship? Examining asymmetries by family versus nonfamily affiliation. Family Business Review, 30(3), 262-283

Jennings, J. E., Jennings, P. D., & Sharifian, M. (2016). Living the dream? Assessing the “entrepreneurship as emancipation” perspective in a developed region. Entrepreneurship Theory and Practice, 40(1), 81-110

Miller, K. D., & Tsang, E. W. (2011). Testing management theories: critical realist philosophy and research methods. Strategic Management Journal, 32(2), 139-158

Suddaby, R. (Ed.). (2010). Editor's comments: Construct clarity in theories of management and organization. Academy of Management Review, 35(3), 346-357

Grant, A. M., Gino, F., & Hofmann, D. A. (2011). Reversing the extraverted leadership advantage: The role of employee proactivity. Academy of Management Journal, 54(3), 528-550

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173

Shaver, J. M. (2005). Testing for mediating variables in management research: Concerns, implications, and alternative strategies. Journal of Management, 31(3), 330-353

Williams, L. J., Vandenberg, R. J., & Edwards, J. R. (2009). Structural equation modeling in management research: a guide for improved analysis. The Academy of Management Annals, 3(1), 543-604

Han, Q., Jennings, J. E., Liu, R., & Jennings, P. D. (2019). Going home and helping out? Returnees as propagators of CSR in an emerging economy. Journal of International Business Studies, 50(6), 857-872

Wiklund, J., & Shepherd, D. (2003). Knowledge‐based resources, entrepreneurial orientation, and the performance of small and medium‐sized businesses. Strategic Management Journal, 24(13), 1307-1314

Hoetker, G. (2007). The use of logit and probit models in strategic management research: Critical issues. Strategic Management Journal, 28(4), 331-343. - *Greve, H. R., & Goldeng, E. (2004). Longitudinal analysis in strategic management. Research Methodology in Strategy and Management, 1, 135-163. - *Halaby, C. N. (2004). Panel models in sociological research: Theory into practice. Annual Review of Sociology, 30, 507-544

Chatterjee, A., & Hambrick, D. C. (2007). It's all about me: Narcissistic chief executive officers and their effects on company strategy and performance. Administrative Science Quarterly, 52(3), 351-386

Chin, M. K., Hambrick, D. C., & Treviño, L. K. (2013). Political Ideologies of CEOs The Influence of Executives’ Values on Corporate Social Responsibility. Administrative Science Quarterly, 58(2), 197-232

Jennings, J. E., Jennings, P. D., & Greenwood, R. (2009). Novelty and new firm performance: The case of employment systems in knowledge-intensive service organizations. Journal of

Kaplan, S. (2008). Cognition, capabilities, and incentives: assessing firm response to the fiber- optic revolution. Academy of Management Journal, 51(4), 672-695

Wry, T., Lounsbury, M., & Jennings, P. D. (2014). Hybrid vigor: Securing venture capital by spanning categories in nanotechnology. Academy of Management Journal, 57(5), 1309-1333

Hamilton, B. H., & Nickerson, J. A. (2003). Correcting for endogeneity in strategic management research. Strategic Organization, 1(1), 51-78

Semadeni, M., Withers, M. C., & Trevis Certo, S. (2014). The perils of endogeneity and instrumental variables in strategy research: Understanding through simulations. Strategic Management Journal, 35(7), 1070-1079

Shaver, J. M. (1998). Accounting for endogeneity when assessing strategy performance: Does entry mode choice affect FDI survival?. Management Science, 44(4), 571-585

Flammer, C. (2015). Does product market competition foster corporate social responsibility? Evidence from trade liberalization. Strategic Management Journal, 36(10), 1469-1485

Grimes, M. G., Gehman, J., & Cao, K. (2018). Positively deviant: Identity work through B Corporation certification. Journal of Business Venturing, 33(2), 130-148

King, B. G. (2008). A political mediation model of corporate response to social movement activism. Administrative Science Quarterly, 53(3), 395-421

Pollock, T. G., Lee, P. M., Jin, K., & Lashley, K. (2015). (Un) Tangled Exploring the Asymmetric Coevolution of New Venture Capital Firms’ Reputation and Status. Administrative Science Quarterly, 60(3), 482-517

Aceves, P., & Evans, J. A. (2024). Mobilizing conceptual spaces: How word embedding models can inform measurement and theory within organization science. Organization Science, 35(3), 788-814

Corley, K. G., & Gioia, D. A. (2004). Identity ambiguity and change in the wake of a corporate spin-off. Administrative Science Quarterly, 49(2), 173-208

Cornelissen, J., Höllerer, M. A., Boxenbaum, E., Faraj, S., & Gehman, J. (2024). Large Language Models and the Future of Organization Theory. Organization Theory, 5(1),

Hannigan, T. R., Haans, R. F., Vakili, K., Tchalian, H., Glaser, V. L., Wang, M. S., ... &

Jennings, P. D. (2019). Topic modeling in management research: Rendering new theory from textual data. Academy of Management Annals, 13(2), 586-632

Kitchin, R., & McArdle, G. (2016). What makes Big Data, Big Data? Exploring the ontological characteristics of 26 datasets. Big Data & Society, 3(1), 2053951716631130

DiMaggio, P., Nag, M., & Blei, D. (2013). Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of US government arts funding. Poetics, 41(6), 570-606

Grimmer, J., & Stewart, B. M. (2013). Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts. Political Analysis, 21(3), 1–31

Schmiedel, T., Müller, O., & Vom Brocke, J. (2019). Topic modeling as a strategy of inquiry in organizational research: A tutorial with an application example on organizational culture. Organizational Research Methods, 22(4), 941-968

Vayansky, I., & Kumar, S. A. (2020). A review of topic modeling methods. Information Systems, 94, 101582

Bohn, S., & Rogge, J. C. (2022). The framing of green innovations—a comparative topic modeling study on the public frames of the electric vehicle in Germany and UK. Journal of Cleaner Production, 364, 132499

Croidieu, G., & Kim, P. H. 2018. Labor of Love: Amateurs and Lay-expertise Legitimation in the Early U.S. Radio Field. Administrative Science Quarterly, 63(1): 1–42

Kaplan, S., & Vakili, K. (2015). The double‐edged sword of recombination in breakthrough innovation. Strategic Management Journal, 36(10), 1435-1457

Fiss, P. C. 2007. A set-theoretic approach to organizational configurations. Academy of Management Review, 32(4): 1180–1198

Fiss, P. C. 2011. Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Research. Academy of Management Journal, 54(2): 393–420

Hsieh, Y. Y., & Vergne, J. P. (2023). The future of the web? The coordination and early‐stage growth of decentralized platforms. Strategic Management Journal, 44(3), 829-857

Misangyi, V. F., & Acharya, A. G. 2014. Substitutes or Complements? A Configurational

Aversa, P., Furnari, S., & Haefliger, S. 2015. Business model configurations and performance: A qualitative comparative analysis in Formula One racing, 2005-2013. Industrial and Corporate Change, 24: 655–676

Furnari, S., Crilly, D., Misangyi, V. F., Greckhamer, T., Fiss, P. C., et al. 2020. Capturing Causal Complexity: Heuristics for Configurational Theorizing. Academy of Management Review

Ragin, C. C., & Fiss, P. C. 2016. Intersectional Inequality. University Of Chicago Press