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Economic Effects of Macao’s Integration with Mainland China: A Causal Inference Study

Author

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  • Echevarría, Cruz A.

    (University of the Basque Country UPV/EHU, Spain)

  • Hasancebi, Serhat

    (University of the Basque Country UPV/EHU, Spain)

  • García-Enríquez, Javier

    (University of the Basque Country UPV/EHU, Spain)

Abstract

Macao was a Portuguese colony until 1999, when its sovereignty was transferred to China, initiating its integration process. This article attempts to estimate the consequences of this socio-economic process in terms of per capita gross domestic product (GDP). We build a panel data set spanning 1970 to 2012, with 25 countries, setting 2000 as the initial treatment year for the integration process. The analysis is carried out through two alternative methodologies: the synthetic control method and the panel data approach. The integration treatment had a significant, positive effect on Macao’s per capita GDP. As additional outcome variables, we also analyze the effects of integration on the per capita net inflow of foreign direct investment, the unemployment rate, and the per capita exports and imports of goods and services.

Suggested Citation

  • Echevarría, Cruz A. & Hasancebi, Serhat & García-Enríquez, Javier, 2022. "Economic Effects of Macao’s Integration with Mainland China: A Causal Inference Study," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 37(2), pages 179-215.
  • Handle: RePEc:ris:integr:0848
    DOI: 10.11130/jei.2022.37.2.179
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    References listed on IDEAS

    as
    1. Nauro Campos & Fabrizio Coricelli & Luigi Moretti, 2015. "Norwegian Rhapsody? The Political Economy Benefits of Regional Integration," Working Papers halshs-01267252, HAL.
    2. Guo, Jing & Zhang, Zhengyu, 2019. "Does renaming promote economic development? New evidence from a city-renaming reform experiment in China," China Economic Review, Elsevier, vol. 57(C).
    3. Papaioannou, Sotiris K., 2021. "European monetary integration, TFP and productivity convergence," Economics Letters, Elsevier, vol. 199(C).
    4. Sonny Lo, 2009. "Casino Capitalism and Its Legitimacy Impact on the Politico-administrative State in Macau," Journal of Current Chinese Affairs - China aktuell, Institute of Asian Studies, GIGA German Institute of Global and Area Studies, Hamburg, vol. 38(1), pages 19-47.
    5. Yin, Hua & Du, Zaichao & Zhang, Lin, 2018. "Assessing the gains and vulnerability of free trade: A counterfactual analysis of Macau," Economic Modelling, Elsevier, vol. 70(C), pages 147-158.
    6. Becker, Martin & Klößner, Stefan, 2018. "Fast and reliable computation of generalized synthetic controls," Econometrics and Statistics, Elsevier, vol. 5(C), pages 1-19.
    7. Benjamin Born & Gernot J Müller & Moritz Schularick & Petr Sedláček, 2019. "The Costs of Economic Nationalism: Evidence from the Brexit Experiment," The Economic Journal, Royal Economic Society, vol. 129(623), pages 2722-2744.
    8. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    9. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    10. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    11. Fu, Xiaoqing (Maggie) & Lin, Yongjia & Zhang, Yang, 2020. "Responsible investing in the gaming industry," Journal of Corporate Finance, Elsevier, vol. 64(C).
    12. Long, Wei, 2019. "How does oversight affect police? Evidence from the police misconduct reform," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 94-118.
    13. repec:oup:econjl:v:129:y:2019:i:10:p:2722-2744. is not listed on IDEAS
    14. Andreas Billmeier & Tommaso Nannicini, 2013. "Assessing Economic Liberalization Episodes: A Synthetic Control Approach," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 983-1001, July.
    15. Cheng Hsiao & H. Steve Ching & Shui Ki Wan, 2012. "A Panel Data Approach For Program Evaluation: Measuring The Benefits Of Political And Economic Integration Of Hong Kong With Mainland China," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 705-740, August.
    16. Acemoglu, Daron & Johnson, Simon & Kermani, Amir & Kwak, James & Mitton, Todd, 2016. "The value of connections in turbulent times: Evidence from the United States," Journal of Financial Economics, Elsevier, vol. 121(2), pages 368-391.
    17. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    18. Javier Gardeazabal & Ainhoa Vega‐Bayo, 2017. "An Empirical Comparison Between the Synthetic Control Method and HSIAO et al.'s Panel Data Approach to Program Evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(5), pages 983-1002, August.
    19. Li, Kathleen T. & Bell, David R., 2017. "Estimation of average treatment effects with panel data: Asymptotic theory and implementation," Journal of Econometrics, Elsevier, vol. 197(1), pages 65-75.
    20. Martin Becker & Stefan Klößner, 2017. "Estimating the economic costs of organized crime by synthetic control methods," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1367-1369, November.
    21. Fei Choi & Chi Tin Hon & Yan Hua Mao & Ivan Ka Wai Lai, 2019. "Sustainable Development for Small Economy and Diversification from a Dominant Industry: Evidence from Macao," Sustainability, MDPI, vol. 11(6), pages 1-17, March.
    22. Wan, Shui-Ki & Xie, Yimeng & Hsiao, Cheng, 2018. "Panel data approach vs synthetic control method," Economics Letters, Elsevier, vol. 164(C), pages 121-123.
    23. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    24. Wai Ming TO & King Hang LAM, 2022. "Economic Growth, Energy Use, and Greenhouse Gases Emission in Macao SAR, China," Chinese Journal of Urban and Environmental Studies (CJUES), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 1-21, March.
    25. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    26. Cheng Hsiao & Qiankun Zhou, 2019. "Panel parametric, semiparametric, and nonparametric construction of counterfactuals," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(4), pages 463-481, June.
    27. Ivan Korolev, 2021. "How Could Russia Have Developed without the Revolution of 1917?," Annals of Economics and Statistics, GENES, issue 144, pages 75-112.
    28. Serhat Hasancebi, 2022. "The Economic Cost Of Revolution: The Iranian Case. A Synthetic Control Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 67(01), pages 267-287, March.
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    More about this item

    Keywords

    comparative case studies; synthetic control method; panel data approach; causal inference; integration; Macao;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models

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