Abstract
This study examines the dynamic relationships between product and international diversification, keiretsu financing, and economic performance of the listed firms in Japan’s textile industry. Panel data analysis shows that the performance effects of those strategic factors are contingent on macroeconomic environments, rather than showing consistent relationships. The potentially positive or negative effects of particular diversification strategies and keiretsu financing are neutralized in the munificent environments, as exogenous macroeconomic factors overwhelm endogenous decision-making by the management. In the scarce setting, by contrast, it is those strategic factors that influence financial outcomes. Keiretsu financing moderates the relationship between international diversification strategy and profitability positively only during times of economic scarcity.
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Notes
Mean values of country scope in the textile industry measured as 1.894 in STP1 and 2.234 in STP2 are noticeably lower than the Japanese manufacturing firms in general. Delios and Beamish reported a mean value of 7.28 for the manufacturing firms in Japan as of 1996.
We run the regression with mean-centered country scope and its squared term as well, and the squared term was insignificant as expectedly.
While the diversified business groups or kigyo shudan may be important in some industries including automobiles and electronics, there has been little relevance of these structures in the textile industry, because the textile firms, except for the largest few, have stayed outside the group structure (Hikino et al., 1998; Miyazaki, 1980; Morikawa, 1992).
The few apparel-making companies were ultimately excluded from the sample, as the dynamics and product diversification patterns in that industry are quite different than the textile ones. After this sorting-out procedure, there remained a sample of 76 companies. Please note that the entries of the firms are all in same dates. The only exception is Hogy Medical, which becomes listed in December 1991. As for the exit of companies, there are only 3 exits for the reasons of bankruptcy, merger or acquisition (Daiichibo, Bisai Wool Spinning and Orix Interior), which means a lack of a total 4 observations in the total set of 355 observations. As we checked to see if the control of those 4 points caused any statistical disturbance, no disruptions were observed in the outcomes as expectedly.
The whole sample included 76 firms in the initial sample covering all listed textile firms. Five firms were removed from the sample whenever any substantial missing data or doubt regarding a firm’s qualitative diversification classifications existed. As we conducted analysis of variance analysis and t-tests to compare the variables of interest if the exclusion of five cases caused any bias, no bias was observed.
While Geringer et al. (2000) use endogenously and inferentially determined periods in their study, they suggest that identification of time periods from detailed exogenous models such as macroeconomic indicators is even more appropriate to further analysis of their findings. In a similar study, for instance, Chung and Beamish (2005) employ the Asian Economic Crisis as a natural research setting based on quarterly declines in real GDP to divide their sample into two distinct time periods.
Results obtained from analyses of variance for STP 2 were previously presented in Colpan, 2006, while those for STP 1 are published for the first time in this article.
For a detailed explanation of specialization ratios and related ratios, see Rumelt, 1974, 9–32.
When a company’s parent firm exhibits an identifiable long-term tie to a particular commercial bank, that company is also considered to be financed through yushi keiretsu. That is because usually parent company obtains necessary external financing for its subsidiaries utilizing yushi keiretsu ties. This definition of yushi keiretsu is revised from that of Colpan, 2006.
Industry growth and macroeconomic settings are often used interchangeably to represent the “environmental munificence”(Dess & Beard, 1984; Kotha & Nair, 1995). These two categories are deliberately separated in the present research, because given a certain macroeconomic setting individual industries usually exhibit different growth rates.
The significance levels of Levene’s Test of the homogeneity of variances of the dependent and of the covariates were checked, and the results showed values greater than 0.10 that assured the equal variances assumptions of the model was not violated. We also estimated the results with generalized-least squares analysis, which is not sensitive to bias from heteroscedasticity and/or autocorrelation (Bergh & Holbein, 1997).
Mean values of country scope in Table 1 are based on the absolute values of country scope, rather than their log-transformed values used in the regressions. Dummies for industry participation and time-related effects are not shown for clarity of presentation.
A closer look to the performance means and standard deviations in the munificent and scarce macroeconomic environments illustrated in Table 1 reveals the changing dynamics of firms’ profitability. In the munificent environment, the average performance of firms is relatively high (0.024) compared to the scarce environment (where average profitability is 0.014). The standard deviation on the other hand is relatively low (0.028) in the first munificent phase, while the deviation increases more than twice (to 0.062) in the second depressed time period.
The industry dummies are not significantly different from each other in the 1990s, whereas the industry categories, spinning, weaving wool, dyeing, and plastic films, sheet, floor coverings, synthetic leather become positive and significant in the 1980s.
References
Aoki, M. 1994. Monitoring characteristics of the main bank system. In M. Aoki & H. Patrick (Eds.). The Japanese main bank system. NY: Oxford University Press.
Barney, J. B. 1991. Firm resources and sustained competitive advantage. Journal of Management, 17: 99–120.
Bergh, D. D., & Holbein, G. F. 1997. Assessment and redirection of longitudinal analysis: Demonstration with a study of the diversification and divestiture relationship. Strategic Management Journal, 18(7): 557–571.
Berglof, E., & Perotti, E. 1994. The governance structure of the Japanese financial keiretsu. Journal of Financial Economics, 36: 259–284.
Bettis, R. A. 1981. Performance differences in related and unrelated diversified firms. Strategic Management Journal, 18(7): 557–572.
Brush, T. H., & Artz, K. W. 1999. Toward a contingent resource-based theory: The impact of information asymmetry on the value of capabilities in veterinary medicine. Strategic Management Journal, 20: 223–250.
Capon, N., Farley, J., & Hoenig, S. 1990. Determinants of financial performance: A meta-analysis. Management Science 36(10): 1143–1159.
Chakrabarti, A., Singh, K., & Mahmood, I. 2007. Diversification and performance: Evidence from East Asia firms. Strategic Management Journal, 28, 101–120.
Chandler, Jr, A. D. 1962. Strategy and structure. Cambridge, MA: MIT.
Chung, C. C., & Beamish, P. W. 2005. Investment mode strategy and expatriate strategy during times of economic crisis. Journal of International Management, 11(3): 331–355.
Colpan, A. M. 2006. The dynamic effects of product diversity, international scope on the performance of Japan’s textile firms in the 1990s. Asian Business & Management, 5.3, 419–445.
Colpan, A. M., & Hikino, T. 2005. Changing economic environments, evolving diversification strategies, and differing financial performance: Japan’s largest textile firms, 1970–2001. Industrial and Corporate Change, 14(6): 897–940.
Datta, D. K., Rajagopalan, N., & Rasheed, A. M. A. 1991. Diversification and performance: Critical review and future directions. Academy of Management Journal, 28: 529–558.
Delios, A., & Beamish, P. W. 1999. Geographic scope, product diversification, and the corporate performance of Japanese firms. Strategic Management Journal, 20: 711–727.
Dess, G. G., & Beard, D. W. 1984. Dimensions of organizational task environments. Administrative Science Quarterly, 29(1): 52–73.
Dosi, G., Coriat, B., & Pavitt, K. 2000. Competences, capabilities and corporate performances. Laboratory of Economics and Management, Dynacom Working Paper, Laboratory of Economics and Management, Sant’Anna School of Advanced Studies, Pisa.
Fujii, M. 1971. Nippon Sen’i Sangyo Keieshi: Sengo Menbou kara Gousen made (Business History of Japan’s Textile Industry: From Cotton Textiles to Synthetics in the Postwar Period). Tokyo: Nippon Hyouronsha.
Gemba, K., & Kodama, F. 2001. Diversification dynamics of the Japanese industry. Research Policy, 30: 1165–1184.
Geringer, M. J., Beamish, P. W., & daCosta, R. C. 1989. Diversification strategy and internationalization: Implications for MNE performance. Strategic Management Journal, 10(2): 109–119.
Geringer, M. J., Tallman, S., & Olsen, D. M. 2000. Product and international diversification among Japanese multinational firms. Strategic Management Journal, 21: 51–80.
Goll, I., & Rasheed, A. M. A. 1997. Rational decision-making and firm performance: The moderating role of environment. Strategic Management Journal, 18(7): 583–591.
Grant, R. M., Jammine, A. P., & Thomas, H. 1988. Diversity, diversification, and profitability among British manufacturing companies, 1972–84. Academy of Management Journal, 31(4): 771–801.
Gujarati, D. N. 2003. Basic Econometrics. NY: McGraw-Hill/Irwin.
Hikino, T., Harada, T., Tokuhisa, Y., & Yoshida, J. 1998.The Japanese Puzzle. In A. Arora, R. Landau, & N.Rosenberg, (Eds.). Chemical and long-term economic growth. NY: Wiley.
Hitt, M. A., Hoskisson, R. E., & Kim, H. 1997. International diversification: Effects on innovation and firm performance in product-diversified firms. Academy of Management Journal, 40: 767–798.
Horiuchi, T. 1985. Gosen sangyo ni okeru setsubi shori to kyodo koi. Nihon Keizai Kenkyu, 14: 22–46, (March).
Hoshi, T., Kashyap, A., & Scharfstein, D. 1990. The role of banks in reducing the costs of financial stress in Japan. Journal of Financial Economics, 27: 57–88.
Isobe, T. Makino, S., & Goerzen, A. 2006. Japanese horizontal keiretsu and the performance implications of membership. Asia Pacific Journal of Management, 23: 453–466.
Itami, H. 2001. Nihon no Sen’i Sangyo: Naze Korehodo Yowakunatte Shimattanoka? (Japan’s textile industry: Why has it become this weak?). Tokyo: NTT Shuppan.
Itami, H., Kagono, T., Yoshihara, H., & Sakuma, A. 1982. Diversification strategies and economic performance. Japanese Economic Studies, 11(1): 78–110.
Kagono, T., Nonaka, I., Sakakibara, K., & Okumura, A. 1985. Strategic vs. evolutionary management: A U.S.–Japan comparison of strategy and organization. Amsterdam: North-Holland.
Kang, J. K., Shivdasani, A., & Yamada, T. 2000. The effect of bank relations on investment decisions: An investigation of Japanese takeover bids. Journal of Finance, 55: 2197–2218.
Kim, W. C., Hwang P., & Burgers, W. P. 1989. Global diversification strategy and corporate profit performance. Strategic Management Journal, 10(1): 45–57.
Kim, H., Hoskisson, R. E., & Wan, W. P. 2004. Power dependence, diversification strategy, and performance in keiretsu member firms. Strategic Management Journal, 25: 613–636.
Klein, M. W., Peek, J., & Rosengren, E. S. 2002. Troubled banks, impaired foreign direct investment: the role of relative access to credit. American Economic Review, 92: 664–682.
Kotha, S., & Nair, A. 1995. Strategy and environment as determinants of performance: Evidence from the Japanese machine tool industry. Strategic Management Journal, 16: 497–518.
Lincoln, J. R., & Gerlach, M. L. 2004. Japan’s network economy: Structure, persistence, and change. Cambridge: Cambridge University Press.
Lu, J. W., & Beamish, P. W. 2004. International diversification and firm performance: The S-curve hypothesis. Academy of Management Journal, 47(4): 598–609.
Lumpkin, G. T., & Dess, G. G. 1996. Clarifying the entrepreneurial orientation construct and linking it to performance. Academy of Management Review, 21(1): 135–172.
Mayer, M., & Whittington, R. 2003. Diversification in context: A cross-national and cross-temporal extension. Strategic Management Journal, 24: 773–781.
Michel, A., & Shaked, I. 1984. Does business diversification affect performance?. Financial Management, 13(4): 18–25.
Miller, D., & Shamsie, J. 1996. The resource based-view of the firm in two environments: The Hollywood film studios from 1936 to 1965. Academy of Management Journal, 39(3): 519–543.
Miwa, Y., & Ramseyer, J. M. 2001. The myth of the main bank: Japan and comparative corporate governance. Discussion paper no.333, Harvard Law School, Cambridge, M.A.
Miyazaki, Y. 1980. Industry and business in Japan. White Plains. N.Y.: M.E. Sharp.
Morikawa, H. 1992. Zaibatsu: The rise and fall of family enterprise groups in Japan. Tokyo: University of Tokyo Press.
Nakatani, I. 1984. The economic role of financial corporate grouping. In M. Aoki (Ed.). The economic analysis of the Japanese firm: 227–258. NY: North-Holland.
Peng, M., & Delios, A. 2006. What determines the scope of the firm over time and around the world? An Asia Pacific perspective. Asia Pacific Journal of Management, 23: 385–405.
Priem, R. L., &Butler, J. E. 2001. Is the resource-based “view” a useful perspective for strategic management research?. Academy of Management Review, 26(1): 22–40.
Rumelt, R. P. 1974. Strategy, structure and economic performance. MA: Harvard University Press.
Rumelt, R. P. 1984. Towards a strategic theory of the firm. In R. B. Lamb (Ed.), Competitive Strategic Management: 566–570. Englewood Cliffs, NJ: Prentice-Hall.
Sakaino, M. 1987. Sen’i Gyokai (Textile Trade). Tokyo: Kyoikusha: Tokyo.
Sayrs, L. W. 1989. Pooled time series analysis. Newbury Park: Sage.
Tallman, S. B., & Li, J. 1996. Effects of international diversity and product diversity on the performance of multinational firms. Academy of Management Journal, 39(1): 179–196.
Tallman, S. B., Geringer, M. J., & Olsen, D. M. 2004. Contextual moderating effects and the relationship of firm-specific resources, strategy, structure and performance among Japanese multinational enterprises. Management International Review, 44: 107–128.
Teece, D. J. 1982. Towards an economic theory of the multiproduct firm. Journal of Economic Behavior and Organization, 3: 39–63.
Teece, D. J., G. Pisano, & Shuen A. 1997. Dynamic capabilities and strategic management. Strategic Management Journal, 18(7): 509–533.
Tongli, L., Ping, E. J., & Chiu, W. K. C. 2005. International diversification and performance: Evidence from Singapore. Asia Pacific Journal of Management, 22: 65–88.
Ujiie, J. 2002. Nihon no Shihon Shijo (Japanese Financial Markets), Tokyo: Toyo Keizai.
Uriu, R. M. 1996. Troubled industries: Confronting economic change in Japan. NY: Cornell University Press.
Yasai-Ardekani, M. 1989. Effects of environmental scarcity and munificence on the relationship of context to organizational structure. Academy of Management Journal, 32(1): 131–156.
Yoshikawa, T., & McGuire, J. 2008. Change and continuity in Japanese corporate governance. Asia Pacific Journal of Management (in press).
Wan, W. P., & Hoskisson, R. E. 2003. Home country environments, corporate diversification strategies, and firm performance. Academy of Management Journal, 46(1): 27–45.
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I would like to thank Andrew Delios (former Editor-in-Chief), Takashi Hikino, Mike Peng (current Editor-in-Chief), Toru Yoshikawa, and the two anonymous reviewers for their criticism and suggestions. I also acknowledge helpful comments from seminar participants at the Academy of Management meeting in Hawaii (2005); Annual Conference of the Academic Association for Organizational Science in Japan (2006); Asia Pacific Economic and Business History Conference (2006); and Institute of Industrial Relations, Walter A. Haas School of Business, University of California, Berkeley (2005). Funding from the Japan Society for the Promotion of Science, and Center of Excellence (COE) program of Institute for Technology, Enterprise and Competitiveness, Doshisha University is gratefully acknowledged.
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Colpan, A.M. Are strategy-performance relationships contingent on macroeconomic environments? Evidence from Japan’s textile industry. Asia Pac J Manage 25, 635–665 (2008). https://doi.org/10.1007/s10490-007-9069-9
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DOI: https://doi.org/10.1007/s10490-007-9069-9