Abstract
Scholars' opinions diverge on the relationship between a firm's negative attainment discrepancy and its international expansion. To reconcile the dispute, we draw upon the behavioral theory of the firm and develop an empirical framework that integrates the perspectives of problemistic search, experiential learning, and vicarious learning. We contend that a firm's search behavior is jointly influenced by its performance feedback and accumulated (both direct and indirect) experience. Specifically, the international experience of the focal firm or its peers plays an important role in triggering the firm's internationalization process by shaping the direction of problemistic search: a firm is more likely to pursue international expansion as a solution for performance shortfalls if it (or its peers) possesses more general experience or successful experience in foreign markets. Analysis on longitudinal data (2011–2019) from publicly listed Chinese firms supports our hypotheses. This study makes theoretical contribution on firm internationalization literature and the behavioral theory of the firm, and provides a practical insight into firms' strategic decision-making process.
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Notes
Total 21 industrial categories (four-digit code): 4530 semiconductor and semiconductor production equipment, 1510 material II, 5010 telecommunication service II, 6010 real estate II, 5510 utility II, 4520 technology hardware and equipment, 3030 home and personal goods, 2550 retail, 2540 media II, 2520 consumer durable goods and apparel, 1010 energy II, 2510 automobile and auto part, 4510 software and service,2020 business and professional service, 3020 food, beverage and tobacco, 3010 food & staple retail II, 2530 consumer service II, 3510 healthcare device and service, 2030 transportation, 3520 pharmaceutical, biotechnology, and life science, 2010 capital goods.
References
Ahn, S., Cho, C. K., & Cho, T. S. (2020). Performance feedback and organizational learning: The role of regulatory focus. Management Decision, 59(3), 616–637. https://doi.org/10.1108/MD-09-2019-1319
Anand, J., Mulotte, L., & Ren, C. R. (2016). Does experience imply learning? Strategic Management Journal, 37(7), 1395–1412. https://doi.org/10.1002/smj.2401
Argote, L., & Greve, H. R. (2007). A behavioral theory of the firm—40 years and counting: Introduction and impact. Organization Science, 18(3), 337–349. https://doi.org/10.1287/orsc.1070.0280
Arrfelt, M., Wiseman, R. M., & Hult, G. T. M. (2013). Looking backward instead of forward: Aspiration-driven influences on the efficiency of the capital allocation process. Academy of Management Journal, 56(4), 1081–1103. https://doi.org/10.5465/amj.2010.0879
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. https://doi.org/10.1287/mnsc.1050.0446
Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Baum, J. A. C., 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. https://doi.org/10.2189/asqu.50.4.536
Bromiley, P., & Harris, J. D. (2014). A comparison of alternative measures of organizational aspirations. Strategic Management Journal, 35(3), 338–357. https://doi.org/10.1002/smj.2191
Brouthers, K. D., & Hennart, J.-F. (2007). Boundaries of the firm: Insights from international entry mode research. Journal of Management, 33(3), 395–425. https://doi.org/10.1177/0149206307300817
Bruneel, J., Yli-Renko, H., & Clarysse, B. (2010). Learning from experience and learning from others: How congenital and interorganizational learning substitute for experiential learning in young firm internationalization. Strategic Entrepreneurship Journal, 4(2), 164–182. https://doi.org/10.1002/sej.89
Buckley, P. J., Clegg, L. J., Voss, H., Cross, A. R., Liu, X., & Zheng, P. (2018). A retrospective and agenda for future research on Chinese outward foreign direct investment. Journal of International Business Studies, 49(1), 4–23. https://doi.org/10.1057/s41267-017-0129-1
Chen, W.-R. (2008). Determinants of firms’ backward- and forward-looking R&D search behavior. Organization Science, 19(4), 609–622. https://doi.org/10.1287/orsc.1070.0320
Cheng, J. L. C., & Kesner, I. F. (1997). Organizational slack and response to environmental shifts: The impact of resource allocation patterns. Journal of Management, 23(1), 1–18. https://doi.org/10.1016/S0149-2063(97)90003-9
Cyert, R. M., & March, J. G. (1963). A Behavioral Theory of the Firm. Prentice-Hall. http://refhub.elsevier.com/S1090-9516(21)00069-9/sbref0010
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. https://doi.org/10.2307/2095101
Dunning, J. H. (1980). Toward an eclectic theory of international production: Some empirical tests. Journal of International Business Studies, 11, 9–31. https://doi.org/10.1007/978-1-137-54471-1_2
Duysters, G., Lavie, D., Sabidussi, A., & Stettner, U. (2020). What drives exploration? Convergence and divergence of exploration tendencies among alliance partners and competitors. Academy of Management Journal, 63(5), 1425–1454. https://doi.org/10.5465/amj.2017.1409
Elango, B., & Pattnaik, C. (2007). Building capabilities for international operations through networks: A study of indian firms. Journal of International Business Studies, 38(4), 541–555. https://doi.org/10.1057/palgrave.jibs.8400280
Elia, S., Goerzen, A., Piscitello, L., & Valentino, A. (2022). Re-evaluating the offshoring decision: A behavioural approach to the role of performance discrepancy. Journal of Management Studies., 2, 2. https://doi.org/10.1111/joms.12857
Elia, S., Larsen, M. M., & Piscitello, L. (2019). Entry mode deviation: A behavioral approach to internalization theory. Journal of International Business Studies, 50(8), 1359–1371. https://doi.org/10.1057/s41267-019-00235-7
Fiol, C. M., & Lyles, M. A. (1985). Organizational Learning. Academy of Management Review, 10(4), 803–813. https://doi.org/10.2307/258048
Freixanet, J., Rialp, J., & Angulo-Ruiz, F. (2022). The impact of cycles of de-internationalization and re-internationalization on innovation. Academy of Management Proceedings, 2022(1), 10413. https://doi.org/10.5465/AMBPP.2022.10413abstract
Gaba, V., & Greve, H. R. (2019). Safe or profitable? The pursuit of conflicting goals. Organization Science, 30(4), 647–667. https://doi.org/10.1287/orsc.2018.1280
Gao, G. Y., Pan, Y., Lu, J., & Tao, Z. (2008). Performance of multinational firms’ subsidiaries: Influences of cumulative experience. Management International Review, 48(6), 749–768. https://doi.org/10.1007/s11575-008-0105-x
Garcia-Garcia, R., Garcia-Canal, E., & Guillen, M. F. (2022). Walking on thin ice: CEOs’ internationalization decisions in underperforming firms. Long Range Planning, 55(5), 102243. https://doi.org/10.1016/j.lrp.2022.102243
Gavetti, G., Greve, H. R., Levinthal, D. A., & Ocasio, W. (2012). The behavioral theory of the firm: Assessment and prospects. Academy of Management Annals, 6(1), 1–40. https://doi.org/10.5465/19416520.2012.656841
Gong, Y., Zhang, Y., & Xia, J. (2019). Do firms learn more from small or big successes and failures? A test of the outcome-based feedback learning perspective. Journal of Management, 45(3), 1034–1056. https://doi.org/10.1177/0149206316687641
Greenwood, R., Raynard, M., Kodeih, F., Micelotta, E., & Lounsbury, M. (2011). Institutional complexity and organizational responses. Academy of Management Annals, 5, 317–371. https://doi.org/10.5465/19416520.2011.590299
Greve, H. R. (1998). Performance, aspirations, and risky organizational change. Administrative Science Quarterly, 43(1), 58–86. https://doi.org/10.2307/2393591
Greve, H. R. (2003). A behavioral theory of R&D expenditures and innovations: Evidence from shipbuilding. Academy of Management Journal, 46(6), 685–702. https://doi.org/10.2307/30040661
Greve, H. R. (2013). Microfoundations of management: Behavioral strategies and levels of rationality in organizational action. Academy of Management Perspectives, 27(2), 103–119. https://doi.org/10.5465/amp.2012.0091
Greve, H. R., & Teh, D. (2018). Goal selection internally and externally: A behavioral theory of institutionalization. International Journal of Management Reviews, 20(1), 19–38. https://doi.org/10.1111/ijmr.12138
Harris, J., & Bromiley, P. (2007). Incentives to cheat: The influence of executive compensation and firm performance on financial misrepresentation. Organization Science, 18(3), 350–367. https://doi.org/10.1287/orsc.1060.0241
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. https://doi.org/10.2307/2393735
Haveman, H. A. (1993). Follow the leader: Mimetic isomorphism and entry into new markets. Administrative Science Quarterly, 38(4), 593–627. https://doi.org/10.2307/2393338
Henisz, W. J. (2003). The power of the Buckley and Casson thesis: The ability to manage institutional idiosyncrasies. Journal of International Business Studies, 34(2), 173–184. https://doi.org/10.1057/palgrave.jibs.8400015
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. https://doi.org/10.5465/amj.2011.0869
Hsu, C.-W., Lien, Y.-C., & Chen, H. (2015). R&D internationalization and innovation performance. International Business Review, 24(2), 187–195. https://doi.org/10.1016/j.ibusrev.2014.07.007
Hu, S., Gu, Q., & Xia, J. (2022). Problemistic search of the embedded firm: The joint effects of performance feedback and network positions on venture capital firms’ risk taking. Organization Science, 33(5), 1889–1908. https://doi.org/10.1287/orsc.2021.1513
Hui, K.N.-C., Gong, Y., Cui, Q., & Jiang, N. (2022). Foreign investment or divestment as a near-term solution to performance shortfalls? The moderating role of vicarious learning. Asia Pacific Journal of Management, 39(4), 1481–1509. https://doi.org/10.1007/s10490-021-09778-6
Hultman, M., Katsikeas, C. S., & Robson, M. J. (2011). Export promotion strategy and performance: The role of international experience. Journal of International Marketing, 19(4), 17–39. https://doi.org/10.1509/jim.11.0022
Hutzschenreuter, T., Kleindienst, I., Guenther, C., & Hammes, M. (2016). Speed of internationalization of new business units: The impact of direct and indirect learning. Management International Review, 56(6), 849–878. https://doi.org/10.1007/s11575-016-0305-8
Hymer, S. H. (1976). The International Operations of National Firms: A Study of Foreign Direct Investment. Mit Press.
Jiang, G. F., & Holburn, G. L. F. (2018). Organizational performance feedback effects and international expansion. Journal of Business Research, 90, 48–58. https://doi.org/10.1016/j.jbusres.2018.04.034
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. https://doi.org/10.1057/palgrave.jibs.8490676
Johanson, J., & Vahlne, J.-E. (2009). The Uppsala internationalization process model revisited: From liability of foreignness to liability of outsidership. Journal of International Business Studies, 40(9), 1411–1431. https://doi.org/10.1057/jibs.2009.24
Joseph, J., Klingebiel, R., & Wilson, A. J. (2016). Organizational structure and performance feedback: Centralization, aspirations, and termination decisions. Organization Science, 27(5), 1065–1083. https://doi.org/10.1287/orsc.2016.1076
Jung, J. C., & Bansal, P. (2009). How firm performance affects internationalization. Management International Review, 49(6), 709–732. https://doi.org/10.1007/s11575-009-0014-7
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. https://doi.org/10.2307/20159879
Kotiloglu, S., Chen, Y., & Lechler, T. (2021). Organizational responses to performance feedback: A meta-analytic review. Strategic Organization, 19(2), 285–311. https://doi.org/10.1177/1476127019883361
Lee, J. Y., Jiménez, A., & Devinney, T. M. (2020). Learning in SME internationalization: A new perspective on learning from success versus failure. Management International Review, 60(4), 485–513. https://doi.org/10.1007/s11575-020-00422-x
Levitt, B., & March, J. G. (1988). Organizational learning. Annual Review of Sociology, 14(1), 319–338. https://doi.org/10.1146/annurev.so.14.080188.001535
Li, J., Liu, B., & Qian, G. (2019). The belt and road initiative, cultural friction and ethnicity: Their effects on the export performance of SMEs in China. Journal of World Business, 54(4), 350–359. https://doi.org/10.1016/j.jwb.2019.04.004
Lieberman, M. B., & Asaba, S. (2006). Why do firms imitate each other? Academy of Management Review, 31(2), 366–385. https://doi.org/10.5465/amr.2006.20208686
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. https://doi.org/10.1016/j.jwb.2013.08.001
Lu, L.-H., & Wong, P.-K. (2019). Performance feedback, financial slack and the innovation behavior of firms. Asia Pacific Journal of Management, 36(4), 1079–1109. https://doi.org/10.1007/s10490-018-9634-4
Luo, Y., & Tung, R. L. (2007). International expansion of emerging market enterprises: A springboard perspective. Journal of International Business Studies, 38(4), 481–498. https://doi.org/10.1057/palgrave.jibs.8400275
March, J. G., & Simon, H. A. (1958). Organizations. New York, NY: John Wiley & Sons. https://www.wiley.com/en-gb/Organizations%2C+2nd+Edition-p-9780631186311
Marquis, C. (2003). The pressure of the past: Network imprinting in intercorporate communities. Administrative Science Quarterly, 48(4), 655–689. https://doi.org/10.2307/3556640
Meyer, J. W., & Rowan, B. (1977). Institutionalized organizations: Formal structure as myth and ceremony. American Journal of Sociology, 83(2), 340–363. https://doi.org/10.1086/226550
Myers, C. G. (2018). Coactive vicarious learning: Toward a relational theory of vicarious learning in organizations. Academy of Management Review, 43(4), 610–634. https://doi.org/10.5465/amr.2016.0202
Oh, C. H., Shin, J., & Oetzel, J. (2021). How does experience change firms’ foreign investment decisions to non-market events? Journal of International Management, 27(1), 100802. https://doi.org/10.1016/j.intman.2020.100802
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. https://doi.org/10.1287/orsc.1060.0240
Pérez-Nordtvedt, L., Mukherjee, D., & Kedia, B. L. (2015). Cross-Border learning, technological turbulence and firm performance. Management International Review, 55(1), 23–51. https://doi.org/10.1007/s11575-014-0224-5
Perkins, S. E. (2014). When does prior experience pay? Institutional experience and the multinational corporation. Administrative Science Quarterly, 59(1), 145–181. https://doi.org/10.1177/0001839214523603
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. https://doi.org/10.5465/annals.2016.0018
Purkayastha, A., Kumar, V., & Gupta, V. K. (2021). Emerging market internationalizing firms: Learning through internationalization to achieve entrepreneurial orientation. Journal of World Business, 56(5), 101207. https://doi.org/10.1016/j.jwb.2021.101207
Ramamurti, R., & Hillemann, J. (2018). What is “Chinese” about Chinese multinationals? Journal of International Business Studies, 49(1), 34–48. https://doi.org/10.1057/s41267-017-0128-2
Ref, O., Feldman, N. E., Iyer, D. N., & Shapira, Z. (2021). Entry into new foreign markets: Performance feedback and opportunity costs. Journal of World Business, 56(6), 101–258. https://doi.org/10.1016/j.jwb.2021.101258
Ref, O., & Shapira, Z. (2017). Entering new markets: The effect of performance feedback near aspiration and well below and above it. Strategic Management Journal, 38(7), 1416–1434. https://doi.org/10.1002/smj.2561
Rodriguez, C., Ciravegna, L., & Petersen, B. (2023). Geographical reconfiguration in global value chains: Search within limited space? Global Strategy Journal, 13(2), 440–482. https://doi.org/10.1002/gsj.1441
Schmuck, A., Lagerström, K., & Sallis, J. (2022). Turning the tables: The relationship between performance and multinationality. Management International Review, 62(1), 3–26. https://doi.org/10.1007/s11575-022-00464-3
Shijaku, E., Larraza-Kintana, M., & Urtasun-Alonso, A. (2020). Network centrality and organizational aspirations: A behavioral interaction in the context of international strategic alliances. Journal of International Business Studies, 51(5), 813–828. https://doi.org/10.1057/s41267-018-0166-4
Simon, H. A. (1955). A behavioral model of rational choice. The Quarterly Journal of Economics, 69(1), 99–118. https://doi.org/10.2307/1884852
Sullivan, D. (1994). Measuring the degree of internationalization of a firm. Journal of International Business Studies, 25(2), 325–342. https://doi.org/10.1057/palgrave.jibs.8490203
Surdu, I., Greve, H. R., & Benito, G. R. G. (2021). Back to basics: Behavioral theory and internationalization. Journal of International Business Studies, 52(6), 1047–1068. https://doi.org/10.1057/s41267-020-00388-w
Tang, R. W., Zhu, Y., Cai, H., & Han, J. (2021). De-internationalization: A thematic review and the directions forward. Management International Review, 61(3), 267–312. https://doi.org/10.1007/s11575-021-00446-x
Thakur-Wernz, P., Cantwell, J., & Samant, S. (2019). Impact of international entry choices on the nature and type of innovation: Evidence from emerging economy firms from the Indian bio-pharmaceutical industry. International Business Review, 28(6), 101601. https://doi.org/10.1016/j.ibusrev.2019.101601
Thomas, D. E., Eden, L., Hitt, M. A., & Miller, S. R. (2007). Experience of emerging market firms: The role of cognitive bias in developed market entry and survival. Management International Review, 47(6), 845–867. https://doi.org/10.1007/s11575-007-0055-8
Tsang, E. W. K. (2020). Family firms and internationalization: An organizational learning perspective. Asia Pacific Journal of Management, 37(1), 205–225. https://doi.org/10.1007/s10490-018-9590-z
UNCTAD. (2000). World investment report 2000: Cross-border mergers and acquisitions. In United Nations Conference on Trade and Development, United Nations.
Wang, Q., & Liu, B. (2022). State equity and outward FDI under the theme of belt and road initiative. Asia Pacific Journal of Management, 39(3), 877–897. https://doi.org/10.1007/s10490-020-09716-y
Xie, E., Fang, A. J., Chen, X., Wu, Z., & Kumar, V. (2022). Performance feedback on sales growth goal and OFDI location choices for firms in emerging economies. Journal of World Business, 57(4), 101343. https://doi.org/10.1016/j.jwb.2022.101343
Xie, E., Huang, Y., Peng, M. W., & Zhuang, G. (2016). Resources, aspirations, and emerging multinationals. Journal of Leadership & Organizational Studies, 23(2), 144–161. https://doi.org/10.1177/1548051816633068
Xie, E., Huang, Y., Stevens, C. E., & Lebedev, S. (2019). Performance feedback and outward foreign direct investment by emerging economy firms. Journal of World Business, 54(6), 101014. https://doi.org/10.1016/j.jwb.2019.101014
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. https://doi.org/10.5465/amj.2016.0749
Xu, K., Hitt, M. A., & Dai, L. (2020). International diversification of family-dominant firms: Integrating socioemotional wealth and behavioral theory of the firm. Journal of World Business, 55(3), 101071. https://doi.org/10.1016/j.jwb.2019.101071
Xu, Y., & Zeng, G. (2021). Corporate social performance aspiration and its effects. Asia Pacific Journal of Management, 38, 1181–1207. https://doi.org/10.1007/s10490-020-09706-0
Zeng, Y., Shenkar, O., Lee, S.-H., & Song, S. (2013). Cultural differences, MNE learning abilities, and the effect of experience on subsidiary mortality in a dissimilar culture: Evidence from Korean MNEs. Journal of International Business Studies, 44(1), 42–65. https://doi.org/10.1057/jibs.2012.30
Zeng, Y., Song, S., Lee, J., & Choe, S. (2022). Investment attributes and learning from failure in foreign direct investments. Long Range Planning, 55(4), 102109. https://doi.org/10.1016/j.lrp.2021.102109
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Appendix 3
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Appendix 4
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Appendix 5
To define the similar-sized peers, we first ranked the firms in the same field by their size (total assets) in the year t. Then, we divided these firms into five equal parts by their size ranking, namely super-large, large, medium, small, and super-small size, rather than using specific threshold values. The advantage of this operation is that the heterogeneity of firm size across industries is taken into account. We finally calculated the average FGIE and FSIE of similar-sized peers (excluding focal firms) as a focal firm's PGIE and PSIE respectively (Table
10).
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Yang, Z., Zhou, Y. Beggars Cannot be Choosers? How Experiential and Vicarious Learning Direct Problemistic Search at Firm Internationalization. Manag Int Rev 63, 943–978 (2023). https://doi.org/10.1007/s11575-023-00515-3
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DOI: https://doi.org/10.1007/s11575-023-00515-3