Abstract
This study extends diffusion studies by developing the concept of heterogeneity in practice adaptations, defined as the differences in how adopters adapt to a new practice post adoption. I first propose that the combination of organizational learning and legitimacy construction leads to the curvilinear effects of heterogeneity in practice adaptations on the subsequent adoptions. Second, I argue that its effect varies depending on the stage of the diffusion process. I test this argument using the context of the diffusion of an informal corporate governance practice—the executive officer system—in Japan from 1997 to 2013. The findings demonstrate that the effect of heterogeneous adaptations is curvilinear with an inverted U-shape, and that its effect in the early stage differs from that in the late stage.
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References
Ahmadjian, C. L., & Okumura, A. 2006. Corporate governance in Japan. In C. A. Mallin (Ed.). Handbook on International Corporate Governance: 130–147. Cheltenham: Edward Elgar.
Ahmadjian, C. L., & Robbins, G. E. 2005. A clash of capitalisms: Foreign shareholders and corporate restructuring in 1990s Japan. American Sociological Review, 70(3): 451–471.
Ahmadjian, C. L., & Robinson, P. 2001. Safety in numbers: Downsizing and the deinstitutionalization of permanent employment in Japan. Administrative Science Quarterly, 46(4): 622–654.
Allison, P. D. 1984. Event history analysis: Regression for longitudinal event data. Beverly Hills:Sage.
Ansari, S., Fiss, P. C., & Zajac, E. J. 2010. Made to fit: How practices vary as they diffuse. Academy of Management Review, 35(1): 67–92.
Ansari, S., Reinecke, J., & Spaan, A. 2014. How are practices made to vary ? Managing practice adaptation in a multinational corporation. Organization Studies, 35(9): 1313–1341.
Beckman, C. M., & Haunschild, P. R. 2002. Network learning: The effects of partners’ heterogeneity of experience on corporate acquisitions. Administrative Science Quarterly, 47(1): 92–124.
Bikhchandani, S., Hirshleifer, D., & Welch, I. 1992. A theory of fads, fashion, custom, and cultural change as informational cascades. Journal of Political Economy, 100(5): 992–1026.
Bothner, M. S. 2003. Competition and social influence: The diffusion of the sixth-generation processor in the global computer industry. American Journal of Sociology, 108(6): 1175–1210.
Boxenbaum, E., & Jonsson, S. 2008. Isomorphism, diffusion and decoupling. In R. Goreenwood, C. Oliver, K. Sahlin, & R. Suddaby (Eds.). The SAGE Handbook of Organizational Institutionalism: 78–99. London: Sage.
Briscoe, F., & Murphy, C. 2012. Sleight of hand? Practice opacity, third-party responses, and the interorganizational diffusion of controversial practices. Administrative Science Quarterly, 57(4): 553–584.
Buchanan, J. 2007. Japanese corporate governance and the principle of “internalism.”. Corporate Governance: An International Review, 15(1): 27–36.
Burns, L. R., & Wholey, D. R. 1993. Adoption and abandonment of matrix management programs: effects of organizational characteristics and interorganizational networks. Academy of Management Journal, 36(1): 106–138.
Campbell, J. L. 2005. Where do we stand? Common mechanisms in organizations and social movements research. In G. F. Davis, D. McAdam, W. R. Scott, & M. N. Zald (Eds.). Social Movements and Organization Theory: 41–68. New York: Cambridge University Press.
Carney, M., Gedajlovic, E., & Yang, X. 2009. Varieties of Asian capitalism : Toward an institutional theory of Asian enterprise. Asia Pacific Journal of Management, 26(3): 361–380.
Chandler, D. 2014. Organizational susceptibility to institutional complexity: Critical events driving the adoption and implementation of the ethics and compliance officer position. Organization Science, 25(6): 1722–1743.
Chizema, A. 2010. Early and late adoption of American-style executive pay in Germany: Governance and institutions. Journal of World Business, 45(1): 9–18.
Chizema, A., & Kim, J. 2010. Outside directors on Korean boards: governance and institutions. Journal of Management Studies, 47(1): 109–129.
Chizema, A., & Shinozawa, Y. 2012. The “company with committees”: Change or continuity in Japanese corporate governance? Journal of Management Studies, 49(1): 77–101.
Compagni, A., Mele, V., & Ravasi, D. 2015. How early implementations influence later adoptions of innovation: Social positioning and skill reproduction in the diffusion of robotic surgery. Academy of Management Journal, 58(1): 242–278.
Connelly, B. L., Johnson, J. L., Tihanyi, L., & Ellstrand, A. E. 2011. More than adopters: Competing influences in the interlocking directorate. Organization Science, 22(3): 688–703.
Cyert, R. M., & March, J. G. 1963. A behavioral theory of the firm. Englewood Cliffs:Prentice-Hall.
Czarniawska, B., & Sevón, G. 2005. Global ideas: How ideas, objects, and practices travel in the global economy. Copenhagen:Liber and Copenhagen Business School Press.
Delmas, M. A., & Montes-Sancho, M. J. 2010. Voluntary agreements to improve environmental quality: Symbolic and substantive cooperation. Strategic Management Journal, 31(6): 575–601.
DiMaggio, P. J., & Powell, W. W. 1983. The iron cage revisited: Institutional isomorphism and collective rationality in organizational fields. American Sociological Review, 48(2): 147–160.
Dore, R. P. 2000. Stock market capitalism: Welfare capitalism: Japan and Germany versus the Anglo-Saxon. New York:Oxford University Press.
Drori, I., & Honig, B. 2013. A process model of internal and external legitimacy. Organization Studies, 34(3): 345–376.
Edelman, L. B. 1992. Legal ambiguity and symbolic structures: Organizational mediation of civil rights law. American Journal of Sociology, 97(6): 1531–1576.
Eisenhardt, K. M., & Zbaracki, M. J. 1992. Strategic decision making. Strategic Management Journal, 13(Winter Special Issue 13): 17–37.
Fiske, S. T., & Taylor, S. E. 2008. Social cognition: From brains to culture, 3rd ed. New York:McGraw-Hill.
Fiss, P. C., Kennedy, M. T., & Davis, G. F. 2012. How golden parachutes unfolded: Diffusion and variation of a controversial practice. Organization Science, 23(4): 1077–1099.
Fiss, P. C., & Zajac, E. J. 2004. The diffusion of ideas over contested terrain: The (non) adoption of a shareholder value orientation among German firms. Administrative Science Quarterly, 49(4): 501–534.
Fligstein, N. 1985. The spread of the multidivisional form among large firms, 1919-1979. American Sociological Review, 50(3): 377–391.
Gilson, R. J., & Milhaupt, C. L. 2005. Choice as regulatory reform: The case of Japanese corporate governance. The American Journal of Comparative Law, 53(2): 343–377.
Goodstein, J. D. 1994. Institutional pressures and strategic responsiveness: Employer involvement in work-family issues. Academy of Management Journal, 37(2): 350–382.
Greene, W. H. 2007. Econometirc analysis. Upper Saddle River:Prentice-Hall.
Greenwood, R., Raynard, M., Kodeih, F., Micelotta, E. R., & Lounsbury, M. 2011. Institutional complexity and organizational responses. Academy of Management Annals, 5(1): 317–371.
Greve, H. R. 1998. Managerial cognition and the mimetic adoption of market positions: What you see is what you do. Strategic Management Journal, 19(10): 967–988.
Greve, H. R. 2011. Fast and expensive: the diffusion of a disappointing innovation. Strategic Management Journal, 32(9): 949–968.
Greve, H. R., & Seidel, M. L. 2015. The thin red line between success and failure: Path dependence in the diffusion of innovative production technologies. Strategic Management Journal, 36(4): 475–496.
Hambrick, D. C., Finkelstein, S., Cho, T. S., & Jackson, E. M. 2005. Isomorphism in reverse: Institutional theory as an explanation for recent increases in intraindustry heterogeneity and managerial discretion. In B. M. Staw, & R. M. Kramer (Eds.). Research in Organizational Behavior, vol. 26, vol. 26: 307–350. Greenwich: JAI Press.
Hansmann, H., & Kraakman, R. 2001. The end of history for corporate law. Georgetown Law Journal, 89: 439–468.
Harrison, D. A., & Klein, K. J. 2007. What’s the difference? Diversity constructs as separation, variety, or disparity in organizations. Academy of Management Review, 32(4): 1199–1228.
Hashimoto, T. 1997. Gurupu keiei no tameno Soni no kozo kaikaku: Shin no gurobaru kigyo wo mezashita torishimariyakukai no kaikaku oyobi shikkoyakuinsei no donyu (Structural reform at Sony of group business: Boardroom reform aiming for a true global firm and its introduction). Torishimariyaku No Homu, 42: 8–11.
Haunschild, P. R. 1993. Interorganizational imitation: The impact of interlocks on corporate acquisition activity. Administrative Science Quarterly, 38(4): 564–592.
Haunschild, P. R., & Miner, A. S. 1997. Modes of interorganizational imitation: The effects of outcome salience and uncertainty. Administrative Science Quarterly, 42(3): 472–500.
Kennedy, M. T., & Fiss, P. C. 2009. Institutionalization, framing, and diffusion: The logic of TQM adoption and implementation decisions among U.S. hospitals. Academy of Management Journal, 52(5): 897–918.
Kraatz, M. S., & Zajac, E. J. 1996. Exploring the limits of the new institutionalism : The causes and consequences of illegitimate organizational change. American Sociological Review, 61(5): 812–836.
Kuha, J. 2004. AIC and BIC: Comparisons of assumptions and performance. Sociological Methods & Research, 33(2): 188–229.
Lieberman, M. B., & Asaba, S. 2006. Why do firms imitate each other? Academy of Management Review, 31(2): 366–385.
Lincoln, J. R., Gerlach, M. L., & Takahashi, P. 1992. Keiretsu networks in the Japanese economy: A dyad analysis of intercorporate ties. American Sociological Review, 57(5): 561–585.
Lounsbury, M. 2001. Institutional sources of practice variation: Staffing college and university recycling programs. Administrative Science Quarterly, 46(1): 29–56.
Lounsbury, M. 2007. A tale of two cities: Competing logics and practice variation in the professionalizing of mutual funds. Academy of Management Journal, 50(2): 289–307.
Lounsbury, M., & Crumley, E. T. 2007. New practice creation: An institutional perspective on innovation. Organization Studies, 28(7): 993–1012.
McGuire, J., & Dow, S. 2009. Japanese keiretsu: Past, present. future. Asia Pacific Journal of Management, 26(2): 333–351.
Okhmatovskiy, I., & David, R. J. 2012. Setting your own standards: Internal corporate governance codes as a response to institutional pressure. Organization Science, 23(1): 155–176.
Palmer, D. A., Jennings, P. D., & Zhou, X. 1993. Late adoption of the multidivisional form by large U.S. corporations: Political, institutional, and economic accounts. Administrative Science Quarterly, 38(1): 100–131.
Peng, M. W. 2004. Outside directors and firm performance during institutional transitions. Strategic Management Journal, 25(5): 453–471.
Raffaelli, R., & Glynn, A. M. 2014. Turnkey or tailored? Relational pluralism, institutional complexity, and the organizational adoption of more or less customized practices. Academy of Management Journal, 57(2): 541–562.
Rao, H., Greve, H. R., & Davis, G. F. 2001. Fool’s gold: Social proof in the initiation and abandonment of coverage by Wall Street analysts. Administrative Science Quarterly, 46(3): 502–526.
Rao, H., & Sivakumar, K. 1999. Institutional sources of boundary-spanning structures: The establishment of investor relations departments in the Fortune 500 industrials. Organization Science, 10(1): 27–42.
Rogers, E. M. 2003. Diffusion of innovations, 5th ed. New York:Free Press.
Rosenkopf, L., & Abrahamson, E. 1999. Modeling reputational and informational influences in threshold models of bandwagon innovation diffusion. Computational & Mathematical Organization Theory, 5(4): 361–384.
Sanders, W. G., & Tuschke, A. 2007. The adoption of institutionally contested organizational practices: The emergence of stock option pay in Germany. Academy of Management Journal, 50(1): 33–56.
Schilling, M. A., Vidal, P., Ployhard, R. E., & Marangoni, A. 2003. Learning by doing something else: Variation, relatedness, and the learning curve. Management Science, 49(1): 39–56.
Scott, W. R. 2008. Institutions and organizations: Ideas and interests, 3rd ed. London:Sage.
Shropshire, C. 2010. The role of the interlocking director and board receptivity in the diffusion of practices. Academy of Management Review, 35(2): 246–264.
Smets, M., Morris, T., & Greenwood, R. 2012. From practice to field: A multilevel model of practice-driven institutional change. Academy of Management Journal, 55(4): 877–904.
Strang, D., & Macy, M. W. 2001. In search of excellence: Fads, success stories, and adaptive emulation. American Journal of Sociology, 107(1): 147–182.
Strang, D., & Meyer, J. W. 1993. Institutional conditions for diffusion. Theory and Society, 22(4): 487–511.
Strang, D., & Soule, S. A. 1998. Diffusion in organizations and social movements: From hybrid corn to poison pills. In J. Hagan, & K. S. Cook (Eds.). Annual Review of Sociology, vol. 24, vol. 24: 265–290. Palo Alto: Annual Reviews.
Suchman, M. C. 1995. Managing legitimacy: Strategic and institutional approaches. Academy of Management Review, 20(3): 571–610.
Terlaak, A., & Gong, Y. 2008. Vicarious learning and inferential accuracy in adoption processes. Academy of Management Review, 33(4): 846–868.
Terlaak, A., & King, A. A. 2007. Follow the small? Information-revealing adoption bandwagons when observers expect larger firms to benefit more from adoption. Strategic Management Journal, 28(12): 1167–1185.
Tolbert, P. S., & Zucker, L. G. 1983. Institutional sources of change in the formal structure of organizations: The diffusion of civil service reform, 1880-1935. Administrative Science Quarterly, 28(1): 22–39.
Tuschke, A., & Sanders, W. G. 2003. Antecedents and consequences of corporate governance reform: The case of Germany. Strategic Management Journal, 24(7): 631–649.
Westphal, J. D., Gulati, R., & Shortell, S. M. 1997. Customization or conformity? An institutional and network perspective on the content and consequences of TQM adoption. Administrative Science Quarterly, 42(2): 366–394.
Yamaguchi, K. 1991. Event history analysis. New-bury Park:Sage.
Yoshikawa, T., & McGuire, J. 2008. Change and continuity in Japanese corporate governance. Asia Pacific Journal of Management, 25(1): 5–24.
Yoshikawa, T., Tsui-Auch, L. S., & McGuire, J. 2007. Corporate governance reform as institutional innovation: The case of Japan. Organization Science, 18(6): 973–988.
Young, G. J., Charns, M. P., & Shortell, S. M. 2001. Top manager and network effects on the adoption of innovative management practices: A study of TQM in a public hospital system. Strategic Management Journal, 22(10): 935–951.
Zbaracki, M. J. 1996. The rhetoric and reality of total quality management. Administrative Science Quarterly, 43(3): 602–636.
Zhou, N., & Delios, A. 2012. Diversification and diffusion: A social networks and institutional perspective. Asia Pacific Journal of Management, 29(3): 773–798.
Acknowledgements
This work was supported by JSPS KAKENHI Grant Number JP13J03748 and JP15H06215. I would like to thank Christine Chan and two anonymous reviewers for their constructive feedback and guidance throughout the review process. I also thank Christina Ahmadjian, Donal Crilly, Glenn Hoetker, Masaru Karube, Joel Baker Malen, and Hitoshi Mitsuhashi who provided insightful recommendations at different stages of the development of this paper.
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Uchida, D. The consequence of differences: How heterogeneity in practice adaptations affects the diffusion process. Asia Pac J Manag 38, 209–230 (2021). https://doi.org/10.1007/s10490-018-9624-6
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DOI: https://doi.org/10.1007/s10490-018-9624-6