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The S-shaped relationship between R&D investment and green innovation after cross-border merge and acquisition: evidence from China

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Abstract

In the economic transition process, emerging markets are recognizing the importance of accessing sophisticated technologies to green innovation. After cross-border merge and acquisition (M&A), research and development (R&D) investment has become the basic condition for acquiring mature market technologies. Many studies suggest that R&D can promote green innovation. However, in the context of cross-border M&A, the relationship between R&D and green innovation is more complicated. Based on the knowledge-based view and stakeholder theory, this paper takes 230 cross-border M&A events at Chinese enterprises as samples. The conclusions show that instead of a linear relation, the influence of R&D input on green innovation performance after cross-border M&A is in an “S-shape”; the political connection and institutional distance of enterprises play a negative role in promoting the relationship between R&D input and green innovation performance after cross-border M&A.

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Availability of data and material

The datasets analyzed during the current study are available from the corresponding author on reasonable request.

Notes

  1. Corresponding to the significance level in the tables, we set three significance levels of 10%, 5%, and 1%.

References

  • Ahuja G, Katila R (2001) Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study. Strateg Manag J 22:197–220

    Article  Google Scholar 

  • Alesina A, Devleeschauwer A, Easterly W, Kurlat S, Wacziarg R (2003) Fractionalization. J Econ Growth 8(2):155–194

    Article  Google Scholar 

  • Alesina A, Harnoss J, Rapoport H (2016) Birthplace diversity and economic prosperity. J Econ Growth 21(2):101–138

    Article  Google Scholar 

  • Ardito L, Messeni Petruzzelli A, Pascucci F, Peruffo E (2019) Inter-firm R&D collaborations and green innovation value: the role of family firms’ involvement and the moderating effects of proximity dimensions. Bus Strategy Environ 28:185–197

    Article  Google Scholar 

  • Arranz N, Arroyabe MF, Molina-García A, Fernandez de Arroyabe JC (2019) Incentives and inhibiting factors of eco-innovation in the Spanish firms. J Clean Prod 220(20):167–176

    Article  Google Scholar 

  • Balasubramanian N, Lee J (2008) Firm age and innovation. Ind Corp Chang 17(5):1019–1047

    Article  Google Scholar 

  • Beck N, Katz JN (1995) What to do (and not to do) with time-series cross-section data. Am Political Sci Rev 89:634–647

    Article  Google Scholar 

  • Beise-Zee M, Rennings K (2005) Lead markets and regulation: a framework for analyzing the international diffusion of environmental innovation. Ecol Econ 52(1):5–17

    Article  Google Scholar 

  • Boddewyn JJ (1988) Political aspects of MNE theory. J Int Bus Stud 19(3):341–363

    Article  Google Scholar 

  • Bonardi JP, Hillman AJ, Keim GD (2005) The attractiveness of political markets: implications for firm strategy. Acad Manag Rev 30(2):397–413

    Article  Google Scholar 

  • Buckley PJ, Clegg LJ, Cross AR, Liu X, Voss H, Zheng P (2007) The determinants of Chinese outward foreign direct investment. J Int Bus Stud 38:499–518

    Article  Google Scholar 

  • Cai WG, Zhou LX (2014) On the drivers of eco-innovation: empirical evidence from China. J Clean Prod 79(5):239–248

    Article  Google Scholar 

  • Cennamo C, Berrone P, Gomez-Mejia LR (2009) Does stakeholder management have a dark side? J Bus Ethics 89:491–507

    Article  Google Scholar 

  • Chang CH (2011) The influence of corporate environmental ethics on competitive advantage: the mediation role of green innovation. J Bus Ethics 104(3):361–370

    Article  Google Scholar 

  • Chen YS, Lai SB (2006) The influence of green innovation performance on corporate advantage in Taiwan. J Bus Ethics 67(4):331–339

    Article  Google Scholar 

  • Chen CJ, Huang YF, Lin BW (2012) How firms innovate through R&D internationalization? An S-curve hypothesis. Res Policy 41:1544–1554

    Article  Google Scholar 

  • Chen F, Li F, Meng Q (2017) Integration and autonomy in Chinese technology-sourcing cross-border M&As: from the perspective of resource similarity and resource complementarity. Technol Anal Strateg Manag 29:1002–1014

    Article  Google Scholar 

  • Child J (1972) Organizational structure, environment and performance: the role of strategic choice sociology. Sociology 6:1–21

    Article  Google Scholar 

  • Child J, Rodrigues SB (2005) The internationalization of Chinese firms: a case for theoretical extension? Manag Organ Rev 1(3):381–410

    Article  Google Scholar 

  • Cho PKR (1999) Decision specific experience in foreign ownership and establishment strategies: evidence from Japanese firms. J Int Bus Stud 30:25–41

    Article  Google Scholar 

  • Cohen WM, Levinthal DA (1989) Innovation and learning: the two faces of R&D. Econ J 99(397):569–596

    Article  Google Scholar 

  • Cohen WM, Levinthal DA (1990) Absorptive capacity: a new perspective on learning and innovation. Adm Sci Q 35(1):128–152

    Article  Google Scholar 

  • De Marchi V (2012) Environmental innovation and R&D cooperation: empirical evidence from Spanish manufacturing firms. Res Policy 41(3):614–623

    Article  Google Scholar 

  • Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent panel data. Rev Econ Stat 80:549–560

    Article  Google Scholar 

  • Du M, Boateng A, Newton D (2016) The impact of state ownership, formal institutions and resource seeking on acquirers’ returns of Chinese M&A. Rev Quant Financ Acc 47:159–178

    Article  Google Scholar 

  • Elango B, Pattnaik C (2007) Building capabilities for international operations through networks: a study of Indian firms. J Int Bus Stud 38(4):541–555

    Article  Google Scholar 

  • Ernst H, Vitt J (2000) The influence of corporate acquisitions on the behaviour of key inventors. R&D Management 30(2):105–120

    Article  Google Scholar 

  • Eskeland GS, Harrison AE (2003) Moving to greener pastures? Multinationals and the pollution haven hypothesis. J Dev Econ 70(1):1–23

    Article  Google Scholar 

  • Fang VW, Tian X, Tice S (2014) Does stock liquidity enhance or impede firm innovation? J Financ 69(5):2085–2125

    Article  Google Scholar 

  • Feng Z, Zeng B, Ming Q (2018) Environmental regulation, two-way foreign direct investment, and green innovation efficiency in China’s manufacturing industry. Int J Environ Res Public Health 15:2292

    Article  Google Scholar 

  • Freeman RE (1984) Strategic management: a stakeholder approach. Pitman, Boston

  • Fujii H, Managi S (2019) Decomposition analysis of sustainable green technology inventions in China. Technol Forecast Soc Chang 139:10–16

    Article  Google Scholar 

  • Guo Y, Xingneng X, Sheng Z, Zhang D (2018) Environmental regulation, government R&D funding and green technology innovation: evidence from China provincial data. Sustainability 10(4):940

    Article  Google Scholar 

  • Hakanson L (2010) The firm as an epistemic community: the knowledge-based view revisited. Ind Corp Chang 19:1801–1828

    Article  Google Scholar 

  • Hall BH, Jaffe A, Trajtenberg M (2005) Market value and patent citations. Rand J Econ 36(1):16–38

    Google Scholar 

  • Hao Y, Wu Y, Wu H, Ren S (2020) How do FDI and technical innovation affect environmental quality? Evidence from China. Environ Sci Pollut Res 7:7835–7850

    Article  Google Scholar 

  • Heidenreich S, Mohr A, Puck J (2015) Political strategies, entrepreneurial overconfidence and foreign direct investment in developing countries. J World Bus 50(4):793–803

    Article  Google Scholar 

  • Hitt MA, Ahlstrom D, Tina Dacin M, Levitas E, Svobodina L (2004) The institutional effects on strategic alliance partner selection in transition economies: China vs. Russia. Organization Science 15(2):173–185

    Article  Google Scholar 

  • Hojnik J, Ruzzier M (2016) What drives eco-innovation? A review of an emerging literature. Environ Innovation Society Transition 19:31–41

    Article  Google Scholar 

  • Horbach J (2008) Determinants of environmental innovation—new evidence from German panel data sources. Res Policy 37(1):163–173

    Article  Google Scholar 

  • Huergo E, Jaumandreu J (2004) How does probability of innovation change with firm age. Small Bus Econ 22:193–207

    Article  Google Scholar 

  • Jaffe AB, Trajtenberg M (2002) Patents, citations and innovations: a window on the knowledge economy. Cambridge: MIT Press

  • Jayaram J, Pathak S (2013) A holistic view of knowledge integration in collaborative supply chains. Int J Prod Res 51(7):1958–1972

    Article  Google Scholar 

  • Johanson J, Vahlne J (1977) The internationalization process of the firm-a model of knowledge development and increasing foreign market commitments. J Int Bus Stud 81:23–32

    Article  Google Scholar 

  • Knoerich J (2010) Gaining from the global ambitions of emerging economy enterprises: an analysis of the decision to sell a German firm to a Chinese acquirer. J Int Manag 16:177–191

    Article  Google Scholar 

  • Kogut B, Zander U (1992) Knowledge of the firm, combinative capabilities, and the replication of technology. Organ Sci 3(3):383–397

    Article  Google Scholar 

  • Lee TJ, Caves RE (1998) Uncertain outcomes of foreign investment: determinants of the dispersion of profits after large outcomes. J Int Bus Stud 29:563–582

    Article  Google Scholar 

  • Li MH, Cui L, Lu J (2014) Varieties in state capitalism: outward FDI strategies of central and local state-owned enterprises from emerging economy countries. J Int Bus Stud 45(8):980–1004

    Article  Google Scholar 

  • Li J (2022) Can technology-driven cross-border mergers and acquisitions promote green innovation in emerging market firms? Evidence from China. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-18154-2

  • Luo Y, Tung RL (2007) International expansion of emerging market enterprises: a springboard perspective. J Int Bus Stud 38:481–498

    Article  Google Scholar 

  • Luo Y, Salman M, Lu Z (2021) Heterogeneous impacts of environmental regulations and foreign direct investment on green innovation across different regions in China. Sci Total Environ 759:1–11

    Article  CAS  Google Scholar 

  • Luo YD (2000) Guanxi and business. World Scientific, New York

  • Martin-de-Castro G, Delgado-Verde M, Lopez-Saez P, Navas-Lopez JE (2011) Towards an intellectual capital view of the firm: origins and nature. J Bus Ethics 98:649–662

    Article  Google Scholar 

  • Mathews JA (2006) Dragon multinationals: new players in 21st century globalization. Asia Pac J Manag 23:5–27

    Article  Google Scholar 

  • Miller SR, Parkhe A (2002) Is there a liability of foreignness in global banking? An empirical test of banks’ x-efficiency. Strateg Manag J 23:55–75

    Article  Google Scholar 

  • Mohr A, Batsakis G, Stone Z (2018) Explaining the effect of rapid internationalization on horizontal foreign divestment in the retail sector: an extended Penrosean perspective. J Int Bus Stud 49:779–808

    Article  Google Scholar 

  • O’Brien RM (2007) A caution regarding rules of thumb for variance inflation factors. Qual Quant 41(5):673–690

    Article  Google Scholar 

  • Peng MW, Luo Y (2000) Managerial ties and firm performance in a transition economy: the nature of a micro-macro link. Acad Manag J 43(3):486–501

    Google Scholar 

  • Peng MW, Wang D, Jiang Y (2008) An institution-based view of international business strategy: a focus on emerging economies. J Int Bus Stud 39:920–936

    Article  Google Scholar 

  • Plaza-Ubeda JA, de Burgosojimenez J, Carmona-Moreno E (2010) Measuring stakeholder integration: knowledge, interaction and adaptational behavior dimensions. J Bus Ethics 93:419–442

    Article  Google Scholar 

  • Rodriguez P, Uhlenbruck K, Eden L (2005) Government corruption and the entry strategies of multinationals. Acad Manag Rev 30(2):383–396

    Article  Google Scholar 

  • Rosell-Martínez J, Sánchez-Sellero P (2011) Foreign direct investment and technical progress in Spanish manufacturing. Appl Econ 44(19):2473–2489

    Article  Google Scholar 

  • Roumeliotis G (2016) U.S. watchdog expands scrutiny to more Chinese deals. Reuters

  • Rui H, Yip GS (2008) Foreign acquisitions by Chinese firms: a strategic intent perspective. J World Bus 43:213–226

    Article  Google Scholar 

  • Sánchez-Sellero P, Sánchez Sellero MC, Sánchez Sellero FJ, Cruz González MM (2015) Effects of innovation on technical progress in Spanish manufacturing firms. Sci Technol Soc 20(1):44–59

    Article  Google Scholar 

  • Scalera VG, Perri A, Hannigan TJ (2018) Knowledge connectedness within and across home country borders: spatial heterogeneity and the technological scope of firm innovations. J Int Bus Stud 49:990–1009

    Article  Google Scholar 

  • Siegel J (2007) Contingent political capital and international alliances: evidence from South Korea. Adm Sci Q 52(4):621–666

    Article  Google Scholar 

  • Strambach S (2017) Combining knowledge bases in transnational sustainability innovation: micro dynamics and institutional change. Econ Geogr 93(5):500–526

    Article  Google Scholar 

  • Sun P, Hu HW, Hillman AJ (2016) The dark side of board political capital: enabling blockholder rent appropriation. Acad Manag J 59(5):1801–1822

    Article  Google Scholar 

  • Thomas DE, Eden L, Hitt MA, Miller SR (2007) Experience of emerging market firms: the role of cognitive bias in developed market entry and survival. Manag Int Rev 47:845–867

    Article  Google Scholar 

  • Tobin J (1969) A general equilibrium approach to monetary theory. J Money Credit Bank 1:15–29

    Article  Google Scholar 

  • Tsang EWK, Yip PSL (2007) Economic distance and the survival of foreign direct investments. Acad Manag J 50(5):1156–1168

    Google Scholar 

  • Vermeulen F, Barkema HG (2001) Learning through acquisition. Acad Manag J 44:457–476

    Google Scholar 

  • Wang C, Hong J, Kafouros M, Wright M (2012) Exploring the role of government involvement in outward FDI from emerging economies. J Int Bus Stud 43:655–676

    Article  Google Scholar 

  • Wooldridge J (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge

  • Wu H, Qu Y (2021) How do firms promote green innovation through international mergers and acquisitions: the moderating role of green image and green subsidy. Int J Environ Res Public Health 18:1–16

    Google Scholar 

  • Xu K, Hitt MA, Miller SR (2020) The ownership structure contingency in the sequential international entry mode decision process: family owners and institutional investors in family-dominant versus family-influenced firms. J Int Bus Stud 51:151–171

    Article  Google Scholar 

  • Ye G (1992) Chinese transnational corporations. Transnational Corporations 12:125–133

    Google Scholar 

  • Zaheer S, Mosakowski E (1997) The dynamics of the liability of foreignness: a global study of survival in financial services. Strateg Manag J 18(6):439–464

    Article  Google Scholar 

  • Zhan JX (1995) Transnationalization and outward investment: the case of Chinese firms. Transnational Corporations 43:67–100

    Google Scholar 

  • Zhang X, Xu B (2019) R&D internationalization and green innovation? Evidence from Chinese resource enterprises and environmental enterprises. Sustainability 11:7225

    Article  Google Scholar 

  • Zhang Y, Wu X, Zhang H, Lyu C (2018) Cross-border M&A and the acquirers’ innovation performance: an empirical study in China. Sustainability 10:1796

    Article  Google Scholar 

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Acknowledgements

Thanks to the Environmental Science and Pollution Research’s editors and anonymous reviewers for their valuable comments and careful guidance.

Funding

This study was supported by the project of the National Key Social Science Foundation, “Research on the Main Influencing factors and Operation Promotion Mechanism of Creative Asset-seeking Transnational Mergers and Acquisitions” (Grant No.12AZD034), and National Key Social Science Foundation of China named “Research on Political Risks, Economic Risks, Security Risks, Operational Risks and Countermeasures for the construction of ‘One Belt and One Road’” (Grant No. 18VDL016).

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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Jingjing Li. The first draft of the manuscript was written by Xianming Wu and Jingjing Li, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Xianming Wu.

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Communicated by Nicholas Apergis.

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Appendix

Appendix

Tables 4-6.

Table 4 Robustness test of the dependent variable replaced
Table 5 Sampling criteria of less than 10% equity deleted
Table 6 Robustness test of test method replaced

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Li, J., Wu, X. The S-shaped relationship between R&D investment and green innovation after cross-border merge and acquisition: evidence from China. Environ Sci Pollut Res 29, 55039–55057 (2022). https://doi.org/10.1007/s11356-022-19739-1

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