Abstract
Most studies on problemistic search do not pay sufficient attention to how below-aspiration organizations decide what types of strategic actions to use to cope with performance shortfalls. In this study, we examine the preferences of multinational corporations (MNCs) for selecting foreign investment or divestment as a near-term solution to performance shortfalls. We first argue that foreign divestment is generally a more preferred performance solution. Drawing on the literature on vicarious learning, we further argue that MNCs are more likely to engage in foreign investment or foreign divestment to combat large performance shortfalls if peers recently and actively undertook the same type of strategic action. Moreover, they are less likely to undertake the other type of strategic action simultaneously because they adopt the satisficing principle and time constraints deter them from implementing multiple types of strategic action substantially. The analysis of the data about Japanese manufacturing MNCs reveals that vicarious learning influences MNCs’ selection preferences in certain conditions, thereby extending the literature on problemistic search.
Similar content being viewed by others
Notes
The proposed substitution relationship exists in time t + 1 only if the performance shortfalls are present at time t. At time t + 2 or later, the substitution relationship may not persist for two reasons. First, if the chosen type of strategic action cannot solve the performance problem and bring the performance back to the aspiration level, MNCs may adopt the other type of strategic action. Second, it is more likely to adopt multiple types of strategic action at time t + 2 or later due to more sufficient time. Our analyses confirm that the substitution relationship does not persist at time t + 2 or later.
We held other variables at their mean level when calculating marginal effects.
We discussed the marginal effect of performance shortfalls at the level of 555 (around two standard deviations above the mean) because it is not significantly positive at any level below 555 (e.g., 400 [around one standard deviation above the mean]) and thus not meaningful practically.
References
Abrahamson, E., & Rosenkopf, L. 1993. Institutional and competitive bandwagons: Using mathematical modeling as a tool to explore innovation diffusion. Academy of Management Review, 18(3): 487–517.
Ahlstrom, D. 2010. Innovation and growth: How business contributes to society. Academy of Management Perspectives, 24(3): 11–24.
Ahlstrom, D., Bruton, G. D., & Yeh, K. S. 2008. Private firms in China: Building legitimacy in an emerging economy. Journal of World Business, 43(4): 385–399.
Andersson, U., & Forsgren, M. 2000. In search of Centre of excellence: Network embeddedness and subsidiary roles in multinational corporations. Management International Review, 40(4): 329–350.
Audia, P. G., & Greve, H. R. 2006. Less likely to fail: Low performance, firm size, and factory expansion in the shipbuilding industry. Management Science, 52(1): 83–94.
Audia, P. G., Locke, E. A., & Smith, K. G. 2000. The paradox of success: An archival and a laboratory study of strategic persistence following radical environmental change. Academy of Management Journal, 43(5): 837–853.
Augier, M., & March, J. G. 2008. A retrospective look at a behavioral theory of the firm. Journal of Economic Behavior & Organization, 66(1): 1–6.
Baum, J. A., & Dahlin, K. B. 2007. Aspiration performance and railroads’ patterns of learning from train wrecks and crashes. Organization Science, 18(3): 368–385.
Baum, J. A., Rowley, T. J., Shipilov, A. V., & Chuang, Y.-T. 2005. Dancing with strangers: Aspiration performance and the search for underwriting syndicate partners. Administrative Science Quarterly, 50(4): 536–575.
Boddewyn, J. J. 1983. Foreign and domestic divestment and investment decisions: Like or unlike? Journal of International Business Studies, 14(3): 23–35.
Boddewyn, J. J. 1985. Theories of foreign direct investment and divestment: A classificatory note. Management International Review, 25(1): 57–65.
Bromiley, P. 1991. Testing a causal model of corporate risk taking and performance. Academy of Management Journal, 34(1): 37–37.
Bromiley, P., & Harris, J. D. 2014. A comparison of alternative measures of organizational aspirations. Strategic Management Journal, 35(3): 338–357.
Bromiley, P., Miller, K. D. and Rau, D. 2001. Risk in Strategic Management Research. In the Blackwell handbook of strategic management (eds M.a. Hitt, R.E. freeman and J.S. Harrison). https://doi.org/10.1111/b.9780631218616.2006.00010.x
Bruton, G. D., Ahlstrom, D., & Wan, J. C. 2001. Turnaround success of large and midsize Chinese owned firms: Evidence from Hong Kong and Thailand. Journal of World Business, 36(2): 146–165.
Bruton, G. D., Ahlstrom, D., & Wan, J. C. 2003. Turnaround in east Asian firms: Evidence from ethnic overseas Chinese communities. Strategic Management Journal, 24(6): 519–540.
Buckley, P. 2002. Is the international business research agenda running out of steam? Journal of International Business Studies, 33(2): 365–373.
Buckley, P. J., & Casson, M. 1976. The future of the multinational enterprise. Macmillan.
Caplin, A., Dean, M., & Martin, D. 2011. Search and satisficing. American Economic Review, 101(7): 2899–2922.
Chan, C. M., & Makino, S. 2007. Legitimacy and multi-level institutional environments: Implications for foreign subsidiary ownership structure. Journal of International Business Studies, 38(4): 621–638.
Chen, W. R., & Miller, K. D. 2007. Situational and institutional determinants of firms' R&D search intensity. Strategic Management Journal, 28(4): 369–381.
Cyert, R. M., & March, J. G. 1963. A behavioral theory of the firm. Englewood Cliffs.
Deephouse, D. L. 1999. To be different, or to be the same? It’s a question (and theory) of strategic balance. Strategic Management Journal, 20(2): 147–166.
Delios, A., & Beamish, P. W. 2001. Survival and profitability: The roles of experience and intangible assets in foreign subsidiary performance. Academy of Management Journal, 44(5): 1028–1038.
Desai, V. M. 2008. Constrained growth: How experience, legitimacy, and age influence risk taking in organizations. Organization Science, 19(4): 594–608.
Desai, V. M. 2016. The behavioral theory of the (governed) firm: Corporate board influences on organizations’ responses to performance shortfalls. Academy of Management Journal, 59(3): 860–879.
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.
Dunning, J. H. 1998. Location and the multinational enterprise: A neglected factor? Journal of International Business Studies, 29(1): 45–66.
Dunning, J. H. 2009. Location and the multinational enterprise: John Dunning’s thoughts on receiving the journal of international business studies 2008 decade award. Journal of International Business Studies, 40(1): 20–34.
Eggers, J. P., & Suh, J. H. 2019. Experience and behavior: How negative feedback in new versus experienced domains affects firm action and subsequent performance. Academy of Management Journal, 62(2): 309–334.
Fernhaber, S. A., & Li, D. 2010. The impact of interorganizational imitation on new venture international entry and performance. Entrepreneurship Theory and Practice, 34(1): 1–30.
Ford, J. D. 1985. The effects of causal attributions on decision makers' responses to performance downturns. Academy of Management Review, 10(4): 770–786.
Gavetti, G., Greve, H. R., Levinthal, D. A., & Ocasio, W. 2012. The behavioral theory of the firm: Assessment and prospects. The Academy of Management Annals, 6(1): 1–40.
Gavetti, G., Levinthal, D., & Ocasio, W. 2007. Perspective—Neo-Carnegie: The Carnegie school’s past, present, and reconstructing for the future. Organization Science, 18(3): 523–536.
Ghertman, M. 1988. Foreign subsidiary and parents' roles during strategic investment and divestment decisions. Journal of International Business Studies, 19(1): 47–67.
Greve, H. R. 1998. Performance, aspirations, and risky organizational change. Administrative Science Quarterly, 43(1): 58–86.
Greve, H. R. 2003a. Organizational learning from performance feedback: A behavioral perspective on innovation and change. Cambridge University Press.
Greve, H. R. 2003b. A behavioral theory of R&D expenditures and innovations: Evidence from shipbuilding. Academy of Management Journal, 46(6): 685–702.
Greve, H. R. 2010. Designing performance feedback systems to guide learning and manage risk. Organizational Dynamics, 39(2): 104–114.
Hambrick, D. C., & Finkelstein, S. 1987. Managerial discretion: A bridge between polar views of organizational outcomes. Research in Organizational Behavior, 9: 369–406.
Hamilton, R. T., & Chow, Y. K. 1993. Why managers divest—Evidence from New Zealand's largest companies. Strategic Management Journal, 14(6): 479–484.
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.
Haveman, H. A. 1993. Follow the leader: Mimetic isomorphism and entry into new markets. Administrative Science Quarterly, 38(4): 593–627.
Henisz, W. J., & Delios, A. 2001. Uncertainty, imitation, and plant location: Japanese multinational corporations, 1990-1996. Administrative Science Quarterly, 46(3): 443–475.
Hsieh, K.-Y., Tsai, W., & Chen, M.-J. 2015. If they can do it, why not us? Competitors as reference points for justifying escalation of commitment. Academy of Management Journal, 58(1): 38–58.
Huber, G. P. 1991. Organizational learning: The contributing processes and the literatures. Organization Science, 2(1): 88–115.
Hui, K. N., Hult, G. T. M., & Ketchen Jr., D. J. 2020. Causal attribution for peer performance and international joint venture divestment. Journal of International Management, 26: 100754.
Hurry, D. 1993. Restructuring in the global economy: The consequences of strategic linkages between Japanese and US firms. Strategic Management Journal, 14(S1): 69–82.
Hymer, S. 1976. The international operations of national firms: A study of direct foreign investment. MIT Press.
Iyer, D. N., & Miller, K. D. 2008. Performance feedback, slack, and the timing of acquisitions. Academy of Management Journal, 51(4): 808–822.
Jiang, G. F., & Holburn, G. L. 2018. Organizational performance feedback effects and international expansion. Journal of Business Research, 90: 48–58.
Johanson, J., & Vahlne, J. E. 1977. The internationalization process of the firm-a model of knowledge development and increasing foreign market commitments. Journal of International Business Studies, 8(1): 23–32.
John, K., Lang, L. H., & Netter, J. 1992. The voluntary restructuring of large firms in response to performance decline. The Journal of Finance, 47(3): 891–917.
Jung, J. C., & Bansal, P. 2009. How firm performance affects internationalization. Management International Review, 49(6): 709–732.
Kacperczyk, A., Beckman, C. M., & Moliterno, T. P. 2015. Disentangling risk and change internal and external social comparison in the mutual fund industry. Administrative Science Quarterly, 60(2): 228–262.
Kim, J. Y., Finkelstein, S., & Haleblian, J. (2015). All aspirations are not created equal: The differential effects of historical and social aspirations on acquisition behavior. Academy of Management Journal, 58(5), 1361–1388.
Kim, J.-Y., & Miner, A. S. 2007. Vicarious learning from the failures and near-failures of others: Evidence from the US commercial banking industry. Academy of Management Journal, 50(3): 687–714.
Kim, T., & Rhee, M. 2017. Structural and behavioral antecedents of change: Status, distinctiveness, and relative performance. Journal of Management, 43(3): 716–741.
Knickerbocker, F. T. 1973. Oligopolistic reaction and multinational enterprise. The International Executive, 15(2): 7–9.
Kotiloglu, S., Chen, Y., & Lechler, T. 2019. Organizational responses to performance feedback: A meta-analytic review. Strategic Organization. https://doi.org/10.1177/1476127019883361.
Kuusela, P., Keil, T., & Maula, M. 2017. Driven by aspirations, but in what direction? Performance shortfalls, slack resources, and resource-consuming vs. resource-freeing organizational change. Strategic Management Journal, 38(5): 1101–1120.
Labianca, G., Fairbank, J. F., Andrevski, G., & Parzen, M. 2009. Striving toward the future: Aspiration—Performance discrepancies and planned organizational change. Strategic Organization, 7(4): 433–466.
Lant, T. K. 1992. Aspiration level adaptation: An empirical exploration. Management Science, 38(5): 623–644.
Levitt, B., & March, J. G. 1988. Organizational learning. Annual Review of Sociology, 14(1): 319–338.
Lieberman, M. B., & Asaba, S. 2006. Why do firms imitate each other? Academy of Management Review, 31(2): 366–385.
Lin, W.-T. 2014. How do managers decide on internationalization processes? The role of organizational slack and performance feedback. Journal of World Business, 49(3): 396–408.
Liu, C., Maslach, D., Desai, V., & Madsen, P. 2015. The first 50 years and the next 50 years of a behavioral theory of the firm an interview with James G. March. Journal of Management Inquiry, 24(2): 149–155.
Lohrke, F. T., Ahlstrom, D., & Bruton, G. D. 2012. Extending turnaround process research: Important lessons from the US civil war. Journal of Management Inquiry, 21(2): 217–234.
Makino, S., & Beamish, P. W. 1998. Performance and survival of joint ventures with non-conventional ownership structures. Journal of International Business Studies, 29(4): 797–818.
March, J. G., & Simon, H. A. 1958. Organizations. John Wiley.
Markides, C. C. 1992. Consequences of corporate refocusing: Ex ante evidence. Academy of Management Journal, 35(2): 398–412.
Maslach, D. 2016. Change and persistence with failed technological innovation. Strategic Management Journal, 37(4): 714–723.
Mazzolini, R. 1981. How strategic decisions are made. Long Range Planning, 14(3): 85–96.
Meyer, K. E., Van Witteloostuijn, A., & Beugelsdijk, S. 2017. What’s in a p? Reassessing best practices for conducting and reporting hypothesis-testing research. Journal of International Business Studies, 48: 797–818.
Miller, K. D., & Leiblein, M. J. 1996. Corporate risk-return relations: Returns variability versus downside risk. Academy of Management Journal, 39(1): 91–122.
Mintzberg, H., Raisinghani, D., & Theoret, A. 1976. The structure of" unstructured" decision processes. Administrative Science Quarterly, 21(2): 246–275.
O’Donnell, S. W. 2000. Managing foreign subsidiaries: Agents of headquarters, or an interdependent network? Strategic Management Journal, 21(5): 525–548.
Olson, M. S., & Van Bever, D. 2008. Stall points: Most companies stop growing--yours doesn't have to. Yale University Press.
Park, K. M. 2007. Antecedents of convergence and divergence in strategic positioning: The effects of performance and aspiration on the direction of strategic change. Organization Science, 18(3): 386–402.
Posen, H. E., Keil, T., Kim, S., & Meissner, F. D. 2018. Renewing research on problemistic search—A review and research agenda. Academy of Management Annals, 12(1): 208–251.
Rhee, L., Ocasio, W., & Kim, T.-H. 2019. Performance feedback in hierarchical business groups: The cross-level effects of cognitive accessibility on R&D search behavior. Organization Science, 30(1): 51–69.
Rudy, B. C., & Johnson, A. F. 2016. Performance, aspirations, and market versus nonmarket investment. Journal of Management, 42(4): 936–959.
Schwab, A. 2007. Incremental organizational learning from multilevel information sources: Evidence for cross-level interactions. Organization Science, 18(2): 233–251.
Shimizu, K. 2007. Prospect theory, behavioral theory, and the threat-rigidity thesis: Combinative effects on organizational decisions to divest formerly acquired units. Academy of Management Journal, 50(6): 1495–1514.
Shinkle, G. A. 2012. Organizational aspirations, reference points, and goals building on the past and aiming for the future. Journal of Management, 38(1): 415–455.
Simon, H. A. 1947. Administrative behavior. Cambridge University Press.
Simon, H. A. 1955. A behavioral model of rational choice. The Quarterly Journal of Economics, 69(1): 99–118.
Souder, D., & Bromiley, P. 2012. Explaining temporal orientation: Evidence from the durability of firms' capital investments. Strategic Management Journal, 33(5): 550–569.
Soule, S. A., Swaminathan, A., & Tihanyi, L. 2014. The diffusion of foreign divestment from Burma. Strategic Management Journal, 35(7): 1032–1052.
Steinbruner, J. D. 1974. The cybernetic theory of decision. Princeton University Press.
Tan, Q., & Sousa, C. M. 2018. Performance and business relatedness as drivers of exit decision: A study of MNCs from an emerging country. Global Strategy Journal, 8(4): 612–634.
Tomizawa, A., Zhao, L., Bassellier, G., & Ahlstrom, D. 2020. Economic growth, innovation, institutions, and the great enrichment. Asia Pacific Journal of Management, 37(1): 7–31.
Vissa, B., Greve, H. R., & Chen, W.-R. 2010. Business group affiliation and firm search behavior in India: Responsiveness and focus of attention. Organization Science, 21(3): 696–712.
Wang, L. C., Ahlstrom, D., Nair, A., & Hang, R. Z. 2008. Creating globally competitive and innovative products: China's next Olympic challenge. SAM Advanced Management Journal, 73(3): 4–16.
Wiersema, M. F., & Bowen, H. P. 2009. The use of limited dependent variable techniques in strategy research: Issues and methods. Strategic Management Journal, 30(6): 679–692.
Wiseman, R. M., & Bromiley, P. 1996. Toward a model of risk in declining organizations: An empirical examination of risk, performance and decline. Organization Science, 7(5): 524–543.
Xia, J., Tan, J., & Tan, D. 2008. Mimetic entry and bandwagon effect: The rise and decline of international equity joint venture in China. Strategic Management Journal, 29(2): 195–217.
Xu, D., Zhou, K. Z., & Du, F. 2019. Deviant versus aspirational risk taking: The effects of performance feedback on bribery expenditure and R&D intensity. Academy of Management Journal, 62(4): 1226–1251.
Yu, T., & Cannella Jr., A. A. 2013. A comprehensive review of multimarket competition research. Journal of Management, 39(1): 76–109.
Zhang, C. M., & Greve, H. R. 2019. Dominant coalitions directing acquisitions: Different decision makers, different decisions. Academy of Management Journal, 62(1): 44–65.
Acknowledgments
Qi Cui and Naipeng Jiang contribute equally. We thank the advice of Editor David Ahlstrom and two anonymous reviewers. We thank the data support of Professor Shige Makino. This research is supported by the Fundamental Research Funds for the Central Universities under Grant 2072021141 and JSPS KAKENHI Grant Number JP15K45678.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Hui, K.NC., Gong, Y., Cui, Q. et al. Foreign investment or divestment as a near-term solution to performance shortfalls? The moderating role of vicarious learning. Asia Pac J Manag 39, 1481–1509 (2022). https://doi.org/10.1007/s10490-021-09778-6
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10490-021-09778-6