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Internationalization Strategy and Firm Performance: Estimation of Corporate Strategy Effect Based on Big Data of Chinese IT Companies in a Complex Network

Author

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  • Da HUO

    (School of International Trade and Economics, Central University of Finance and Economics, No. 39, South College Road, Haidian District, Beijing, China, 100081.)

  • Ken HUNG

    (A.R. Sanchez School of Business, Texas A&M International University, 5201 University Boulevard, Laredo, Texas, U.S. A, 78041)

Abstract

With the development of the Chinese IT industry, a number of Chinese IT companies have enhanced their involvement in the global market. The research of internationalization strategy, firm attributes, product attributes and firm performance in a complex network can be helpful to further reveal the effect of an internationalization strategy on firm performance. Dynamic cluster analysis is performed to analyze the relationship between internationalization strategy and firm performance based on big data concerning interactions with firm attributes and product attributes. The complex network of internationalization strategy, firm attributes, product attributes and firm performance is analyzed in a 2-mode network. The relationship of internationalization strategy and firm performance, concerning the effects of firm attributes, are further tested by a path model, and the effect of an internationalization strategy on firm performance is further estimated. This research finds that an internationalization strategy has a positive relationship with firm performance, and an indirect positive effect through financial leverage. Also, the integral function of internationalization strategy on firm performance in the complex network is generally on an ascending trend. This research can be helpful to policy makers and global managers of the Chinese IT companies in their future corporate decisions.

Suggested Citation

  • Da HUO & Ken HUNG, 2015. "Internationalization Strategy and Firm Performance: Estimation of Corporate Strategy Effect Based on Big Data of Chinese IT Companies in a Complex Network," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 148-163, June.
    • Handle: RePEc:rjr:romjef:v::y:2015:i:2:p:148-163
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    as
    1. Feng-Li Lin, 2013. "Board Ownership and Firm Value in Taiwan - A Panel Smooth Transition Regression Model," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 148-160, December.
    2. Georgeta Vintila & Stefan Cristian Gherghina & Mihai Nedelescu, 2014. "The Effects of Ownership Concentration and Origin on Listed Firms’ Value: Empirical Evidence from Romania," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 51-71, October.
    3. Bodnar, Gordon M. & Weintrop, Joseph, 1997. "The valuation of the foreign income of US multinational firms: a growth opportunities perspective," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 69-97, December.
    4. Chiung-Hui Tseng & Patriya Tansuhaj & William Hallagan & James McCullough, 2007. "Effects of firm resources on growth in multinationality," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(6), pages 961-974, November.
    5. John Child & Suzana B. Rodrigues, 2005. "The Internationalization of Chinese Firms: A Case for Theoretical Extension?," Management and Organization Review, International Association of Chinese Management Research, vol. 1(3), pages 381-410, November.
    6. Peter J Buckley & L Jeremy Clegg & Adam R Cross & Xin Liu & Hinrich Voss & Ping Zheng, 2007. "The determinants of Chinese outward foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 499-518, July.
    7. Lall, Sanjaya & Albaladejo, Manuel, 2004. "China's Competitive Performance: A Threat to East Asian Manufactured Exports?," World Development, Elsevier, vol. 32(9), pages 1441-1466, September.
    8. Dic Lo & Thomas M. H. Chan, 1998. "Machinery and China's nexus of foreign trade and economic growth," Journal of International Development, John Wiley & Sons, Ltd., vol. 10(6), pages 733-749.
    9. George A Shinkle & Aldas P Kriauciunas, 2010. "Institutions, size and age in transition economies: Implications for export growth," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(2), pages 267-286, February.
    10. Child, John & Rodrigues, Suzana B., 2005. "The Internationalization of Chinese Firms: A Case for Theoretical Extension?1," Management and Organization Review, Cambridge University Press, vol. 1(3), pages 381-410, November.
    11. Das, Gouranga G., 2014. "What Role for 'Learning'? A North-South Tale of Enrichment Effect∗," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 67-85, March.
    12. Protiti Dastidar, 2009. "International corporate diversification and performance: Does firm self-selection matter?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(1), pages 71-85, January.
    13. Gongming Qian & Lee Li & Ji Li & Zhengming Qian, 2008. "Regional diversification and firm performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(2), pages 197-214, March.
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    Cited by:

    1. Głodowska Agnieszka & Pera Bożena & Wach Krzysztof, 2019. "International Strategy as the Facilitator of the Speed, Scope, and Scale of Firms’ Internationalization," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 27(3), pages 55-84, September.
    2. Ola G. El‐Taliawi & Nihit Goyal & Michael Howlett, 2021. "Holding out the promise of Lasswell's dream: Big data analytics in public policy research and teaching," Review of Policy Research, Policy Studies Organization, vol. 38(6), pages 640-660, November.
    3. Oduro, Stephen & De Nisco, Alessandro & Mainolfi, Giada, 2023. "Do digital technologies pay off? A meta-analytic review of the digital technologies/firm performance nexus," Technovation, Elsevier, vol. 128(C).
    4. Huo, Da & Zhang, Xiaotao & Qiao, Li & Tang, Aidi & Wang, Yunhan, 2024. "Live streaming economy and green consumer behavior of farming products: A psycholinguistic forecasting by using social computation," Technological Forecasting and Social Change, Elsevier, vol. 205(C).

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    More about this item

    Keywords

    internationalization strategy; Chinese IT companies; big data; complex network;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications

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