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Will Southeast Asia be the next global manufacturing hub? A multiway cointegration, causality, and dynamic connectedness analyses

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  • Wang, Haibo
  • Sua, Lutfu S.
  • Huang, Jun
  • Ortiz, Jaime
  • Alidaee, Bahram

Abstract

We propose a novel framework to examine relationships among drivers of economic growth in Southeast Asia, a region poised to become a significant manufacturing destination. However, unbalanced economic growth among countries poses risks to multinational companies considering offshoring decisions. Our two-stage framework uses multi-way cointegration analysis and a vector error correction model (VECM) to investigate critical drivers of economic growth. We apply a QVAR model to evaluate dynamic connectedness and spillover effects of offshoring decisions. Using World Bank data, our results show that Southeast Asian countries are interconnected through complex relationships featuring multi-way cointegration and dynamic connectedness, informing evidence-based policy.

Suggested Citation

  • Wang, Haibo & Sua, Lutfu S. & Huang, Jun & Ortiz, Jaime & Alidaee, Bahram, 2024. "Will Southeast Asia be the next global manufacturing hub? A multiway cointegration, causality, and dynamic connectedness analyses," Emerging Markets Review, Elsevier, vol. 63(C).
  • Handle: RePEc:eee:ememar:v:63:y:2024:i:c:s1566014124001122
    DOI: 10.1016/j.ememar.2024.101217
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    as
    1. Arie Y Lewin & Silvia Massini & Carine Peeters, 2009. "Why are companies offshoring innovation? The emerging global race for talent," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(8), pages 1406-1406, October.
    2. Boateng, Agyenim & Hua, Xiuping & Nisar, Shaista & Wu, Junjie, 2015. "Examining the determinants of inward FDI: Evidence from Norway," Economic Modelling, Elsevier, vol. 47(C), pages 118-127.
    3. Bakas, Dimitrios & Triantafyllou, Athanasios, 2018. "The impact of uncertainty shocks on the volatility of commodity prices," Journal of International Money and Finance, Elsevier, vol. 87(C), pages 96-111.
    4. Robert C. Feenstra & Gordon H. Hanson, 1999. "The Impact of Outsourcing and High-Technology Capital on Wages: Estimates For the United States, 1979–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 907-940.
    5. Ferrari, Davide & Ravazzolo, Francesco & Vespignani, Joaquin, 2021. "Forecasting energy commodity prices: A large global dataset sparse approach," Energy Economics, Elsevier, vol. 98(C).
    6. Arie Lewin & Silvia Massini & Carine Peeters, 2008. "Why are companies offshoring innovation ?the emerging global race for talent," Working Papers CEB 08-009, ULB -- Universite Libre de Bruxelles.
    7. repec:kap:iaecre:v:13:y:2007:i:3:p:268-284 is not listed on IDEAS
    8. Feng, Yusen & Wang, Gang-Jin & Zhu, You & Xie, Chi, 2023. "Systemic risk spillovers and the determinants in the stock markets of the Belt and Road countries," Emerging Markets Review, Elsevier, vol. 55(C).
    9. Cheung, Yin-Wong & Lai, Kon S, 1995. "Lag Order and Critical Values of the Augmented Dickey-Fuller Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 277-280, July.
    10. Yan Chen & Gang-Jin Wang & You Zhu & Chi Xie & Gazi Salah Uddin, 2024. "Identifying systemic risk drivers of FinTech and traditional financial institutions: machine learning-based prediction and interpretation," The European Journal of Finance, Taylor & Francis Journals, vol. 30(18), pages 2157-2190, December.
    11. Akisik, Orhan & Gal, Graham & Mangaliso, Mzamo P., 2020. "IFRS, FDI, economic growth and human development: The experience of Anglophone and Francophone African countries," Emerging Markets Review, Elsevier, vol. 45(C).
    12. Yves S. Schüler, 2014. "Asymmetric Effects of Uncertainty over the Business Cycle: A Quantile Structural Vector Autoregressive Approach," Working Paper Series of the Department of Economics, University of Konstanz 2014-02, Department of Economics, University of Konstanz.
    13. Silvia Massini & Nidthida Perm-Ajchariyawong & Arie Lewin, 2010. "Role of Corporate-Wide Offshoring Strategy on Offshoring Drivers, Risks and Performance," Industry and Innovation, Taylor & Francis Journals, vol. 17(4), pages 337-371.
    14. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    15. Samina Sabir & Anum Rafique & Kamran Abbas, 2019. "Institutions and FDI: evidence from developed and developing countries," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-20, December.
    16. Musteen, Martina, 2016. "Behavioral factors in offshoring decisions: A qualitative analysis," Journal of Business Research, Elsevier, vol. 69(9), pages 3439-3446.
    17. Hassan, Kamrul & Hoque, Ariful & Gasbarro, Dominic, 2019. "Separating BRIC using Islamic stocks and crude oil: dynamic conditional correlation and volatility spillover analysis," Energy Economics, Elsevier, vol. 80(C), pages 950-969.
    18. Markusen, James, 2005. "Modeling the Offshoring of White-Collar Services: From Comparative Advantage to the New Theories of Trade and FDI," CEPR Discussion Papers 5408, C.E.P.R. Discussion Papers.
    19. Chao, John C. & Phillips, Peter C. B., 1999. "Model selection in partially nonstationary vector autoregressive processes with reduced rank structure," Journal of Econometrics, Elsevier, vol. 91(2), pages 227-271, August.
    20. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    21. Bock, Stefan, 2008. "Supporting offshoring and nearshoring decisions for mass customization manufacturing processes," European Journal of Operational Research, Elsevier, vol. 184(2), pages 490-508, January.
    22. Thomson, Russell, 2013. "National scientific capacity and R&D offshoring," Research Policy, Elsevier, vol. 42(2), pages 517-528.
    23. repec:bla:jomstd:v:47:y:2010:i:s2:p:1510-1533 is not listed on IDEAS
    24. Hans Gersbach & Armin Schmutzler, 2011. "Foreign direct investment and R&D-offshoring," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 134-157, January.
    25. Edward Nketiah-Amponsah & Bernard Sarpong, 2019. "Effect of Infrastructure and Foreign Direct Investment on Economic Growth in Sub-Saharan Africa," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 11(3), pages 183-201, September.
    26. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    27. Chuliá, Helena & Gupta, Rangan & Uribe, Jorge M. & Wohar, Mark E., 2017. "Impact of US uncertainties on emerging and mature markets: Evidence from a quantile-vector autoregressive approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 48(C), pages 178-191.
    28. Parantap Basu & Chandana Chakraborty & Derrick Reagle, 2003. "Liberalization, FDI, and Growth in Developing Countries: A Panel Cointegration Approach," Economic Inquiry, Western Economic Association International, vol. 41(3), pages 510-516, July.
    29. Rabeh Khalfaoui & Sami Ben Jabeur & Buhari Dogan, 2022. "The spillover effects and connectedness among green commodities, Bitcoins, and US stock markets: Evidence from the quantile VAR network," Post-Print hal-03797573, HAL.
    30. Dierk Herzer & Philipp Hühne & Peter Nunnenkamp, 2014. "FDI and Income Inequality—Evidence from Latin American Economies," Review of Development Economics, Wiley Blackwell, vol. 18(4), pages 778-793, November.
    31. Silvia Massini & Marcela Miozzo, 2012. "Outsourcing and Offshoring of Business Services: Challenges to Theory, Management and Geography of Innovation," Regional Studies, Taylor & Francis Journals, vol. 46(9), pages 1219-1242, October.
    32. Christopher F. Baum & Hans Lööf & Andreas Stephan & Ingrid Viklund-Ros, 2020. "The impact of offshoring on productivity and innovation: Evidence from Swedish manufacturing firms," Boston College Working Papers in Economics 1014, Boston College Department of Economics, revised 19 Apr 2021.
    33. Tomohiro Ando & Matthew Greenwood-Nimmo & Yongcheol Shin, 2022. "Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks," Management Science, INFORMS, vol. 68(4), pages 2401-2431, April.
    34. Amendolagine, Vito & Capolupo, Rosa & Ferri, Giovanni, 2014. "Innovativeness, offshoring and black economy decisions. Evidence from Italian manufacturing firms," International Business Review, Elsevier, vol. 23(6), pages 1153-1166.
    35. Kuo, Chen-Yin, 2016. "Does the vector error correction model perform better than others in forecasting stock price? An application of residual income valuation theory," Economic Modelling, Elsevier, vol. 52(PB), pages 772-789.
    36. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    37. Schmeisser, Bjoern, 2013. "A Systematic Review of Literature on Offshoring of Value Chain Activities," Journal of International Management, Elsevier, vol. 19(4), pages 390-406.
    38. Asadi, Mehrad & Balcilar, Mehmet & Sheikh, Umaid A. & Roubaud, David & Ghasemi, Hamid Reza, 2023. "Are there inextricable connections among automobile stocks, crude oil, steel, and the US dollar?," Energy Economics, Elsevier, vol. 128(C).
    39. Chakraborty, Chandana & Nunnenkamp, Peter, 2008. "Economic Reforms, FDI, and Economic Growth in India: A Sector Level Analysis," World Development, Elsevier, vol. 36(7), pages 1192-1212, July.
    40. Chen, Yan & Wang, Gang-Jin & Zhu, You & Xie, Chi & Uddin, Gazi Salah, 2023. "Quantile connectedness and the determinants between FinTech and traditional financial institutions: Evidence from China," Global Finance Journal, Elsevier, vol. 58(C).
    41. Masih, Rumi & Masih, Abul M. M., 1996. "Macroeconomic activity dynamics and Granger causality: New evidence from a small developing economy based on a vector error-correction modelling analysis," Economic Modelling, Elsevier, vol. 13(3), pages 407-426, July.
    42. Philippe Gugler & Serge Brunner, 2007. "FDI Effects on National Competitiveness: A Cluster Approach," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 13(3), pages 268-284, August.
    43. Ram Mudambi & Markus Venzin, 2010. "The Strategic Nexus of Offshoring and Outsourcing Decisions," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1510-1533, December.
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    More about this item

    Keywords

    Cointegration; Vector error correction model (VECM); Quantile vector autoregressive (QVAR); Spillover effects; Time-series data; Offshoring;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General

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