IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v125y2023ics0140988323002980.html

The impact of international talent on environmental pollution: Firm-level evidence from China

Author

Listed:
  • Wei, Hao
  • Zhou, Yaru

Abstract

Environmental pollution affects people's quality of life and health. Improving environmental awareness and developing green technologies are the key measures to solve the pollution problem. Combining the pollution emission database of Chinese industrial enterprises and the survey data on the scale of international talent inflow, we empirically test the impact of international talent influx on corporate pollution emission behavior and its influence channels. We have found that increasing the scale of international talent inflow significantly reduced the intensity of corporate pollution emissions, and the potential channels are to promote corporate technological progress, improvement of environmental protection concept, and export higher-quality products. Heterogeneity analysis found that the inflow of international talents has a significant inhibitory effect on the pollution emission intensity of enterprises in high human capital intensity and high pollution intensity industries, and talents from developed countries are more conducive to reducing the pollution emission intensity of enterprises. This paper proves that attracting international talents is an effective way to improve environmental pollution and achieve green and sustainable development.

Suggested Citation

  • Wei, Hao & Zhou, Yaru, 2023. "The impact of international talent on environmental pollution: Firm-level evidence from China," Energy Economics, Elsevier, vol. 125(C).
  • Handle: RePEc:eee:eneeco:v:125:y:2023:i:c:s0140988323002980
    DOI: 10.1016/j.eneco.2023.106800
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988323002980
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2023.106800?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Andreas Beerli & Jan Ruffner & Michael Siegenthaler & Giovanni Peri, 2021. "The Abolition of Immigration Restrictions and the Performance of Firms and Workers: Evidence from Switzerland," American Economic Review, American Economic Association, vol. 111(3), pages 976-1012, March.
    2. Zhang, Bing & Chen, Xiaolan & Guo, Huanxiu, 2018. "Does central supervision enhance local environmental enforcement? Quasi-experimental evidence from China," Journal of Public Economics, Elsevier, vol. 164(C), pages 70-90.
    3. Miguelez, Ernest & Noumedem Temgoua, Claudia, 2020. "Inventor migration and knowledge flows: A two-way communication channel?," Research Policy, Elsevier, vol. 49(9).
    4. Nakamura, Masao & Takahashi, Takuya & Vertinsky, Ilan, 2001. "Why Japanese Firms Choose to Certify: A Study of Managerial Responses to Environmental Issues," Journal of Environmental Economics and Management, Elsevier, vol. 42(1), pages 23-52, July.
    5. Anton, W.R.Q.Wilma Rose Q. & Deltas, George & Khanna, Madhu, 2004. "Incentives for environmental self-regulation and implications for environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 632-654, July.
    6. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Skilled Immigration and the Employment Structures of US Firms," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 147-186.
    7. Hua Wang & Yanhong Jin, 2007. "Industrial Ownership and Environmental Performance: Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 36(3), pages 255-273, March.
    8. Eva Lyubich & Joseph Shapiro & Reed Walker, 2018. "Regulating Mismeasured Pollution: Implications of Firm Heterogeneity for Environmental Policy," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 136-142, May.
    9. Yi Che & Lei Zhang, 2018. "Human Capital, Technology Adoption and Firm Performance: Impacts of China's Higher Education Expansion in the Late 1990s," Economic Journal, Royal Economic Society, vol. 128(614), pages 2282-2320, September.
    10. David C. Maré & Richard Fabling & Steven Stillman, 2014. "Innovation and the local workforce," Papers in Regional Science, Wiley Blackwell, vol. 93(1), pages 183-201, March.
    11. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    12. Cherniwchan, Jevan, 2017. "Trade liberalization and the environment: Evidence from NAFTA and U.S. manufacturing," Journal of International Economics, Elsevier, vol. 105(C), pages 130-149.
    13. Suzuki, Jun & Kodama, Fumio, 2004. "Technological diversity of persistent innovators in Japan: Two case studies of large Japanese firms," Research Policy, Elsevier, vol. 33(3), pages 531-549, April.
    14. Robert Hoffmann & Chew-Ging Lee & Bala Ramasamy & Matthew Yeung, 2005. "FDI and pollution: a granger causality test using panel data," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(3), pages 311-317.
    15. Shimshack, Jay P. & Ward, Michael B. & Beatty, Timothy K.M., 2007. "Mercury advisories: Information, education, and fish consumption," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 158-179, March.
    16. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    17. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    18. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    19. Pierpaolo Parrotta & Dario Pozzoli, 2012. "The effect of learning by hiring on productivity," RAND Journal of Economics, RAND Corporation, vol. 43(1), pages 167-185, March.
    20. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    21. Eva Lyubich & Joseph S. Shapiro & Reed Walker, 2018. "Regulating Mismeasured Pollution: Implications of Firm Heterogeneity for Environmental Policy," Working Papers 18-03, Center for Economic Studies, U.S. Census Bureau.
    22. Ragnhild Balsvik, 2011. "Is Labor Mobility a Channel for Spillovers from Multinationals? Evidence from Norwegian Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 285-297, February.
    23. Konrad B. Burchardi & Tarek A. Hassan, 2013. "The Economic Impact of Social Ties: Evidence from German Reunification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1219-1271.
    24. Jeanne Lafortune & Ethan Lewis & José Tessada, 2019. "People and Machines: A Look at the Evolving Relationship between Capital and Skill in Manufacturing, 1860–1930, Using Immigration Shocks," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 30-43, March.
    25. Tabellini, Marco, 2020. "Gifts of the Immigrants, Woes of the Natives: Lessons from the Age of Mass Migration," CEPR Discussion Papers 14317, Centre for Economic Policy Research.
    26. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    27. Patel, Pari & Pavitt, Keith, 1997. "The technological competencies of the world's largest firms: Complex and path-dependent, but not much variety," Research Policy, Elsevier, vol. 26(2), pages 141-156, May.
    28. Le, Thanh, 2010. "Are student flows a significant channel of R&D spillovers from the north to the south?," Economics Letters, Elsevier, vol. 107(3), pages 315-317, June.
    29. repec:spo:wpmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
    30. Gould, David M, 1994. "Immigrant Links to the Home Country: Empirical Implications for U.S. Bilateral Trade Flows," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 302-316, May.
    31. Egger, Peter H. & Ehrlich, Maximilian v. & Nelson, Douglas R., 2020. "The trade effects of skilled versus unskilled migration," Journal of Comparative Economics, Elsevier, vol. 48(2), pages 448-464.
    32. Pargal, Sheoli & Wheeler, David, 1996. "Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1314-1327, December.
    33. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    34. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
    35. Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The economic value of cultural diversity: evidence from US cities," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 7, pages 187-222, World Scientific Publishing Co. Pte. Ltd..
    36. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    37. Richter, Philipp M. & Schiersch, Alexander, 2017. "CO2 emission intensity and exporting: Evidence from firm-level data," European Economic Review, Elsevier, vol. 98(C), pages 373-391.
    38. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2010. "Identifying the Elasticity of Substitution with Biased Technical Change," American Economic Review, American Economic Association, vol. 100(4), pages 1330-1357, September.
    39. Giorgia Giovannetti & Mauro Lanati, 2017. "Do High-Skill Immigrants trigger High-Quality Trade?," The World Economy, Wiley Blackwell, vol. 40(7), pages 1345-1380, July.
    40. Petra Christmann & Glen Taylor, 2001. "Globalization and the Environment: Determinants of Firm Self-Regulation in China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 439-458, September.
    41. Luisa Gagliardi, 2015. "Does skilled migration foster innovative performance? Evidence from British local areas," Papers in Regional Science, Wiley Blackwell, vol. 94(4), pages 773-794, November.
    42. Eyraud, Luc & Clements, Benedict & Wane, Abdoul, 2013. "Green investment: Trends and determinants," Energy Policy, Elsevier, vol. 60(C), pages 852-865.
    43. Amore, Mario Daniele & Bennedsen, Morten & Larsen, Birthe & Rosenbaum, Philip, 2019. "CEO education and corporate environmental footprint," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 254-273.
    44. Piriya Pholphirul & Pungpond Rukumnuaykit, 2017. "Does Immigration always Promote Innovation? Evidence from Thai Manufacturers," Journal of International Migration and Integration, Springer, vol. 18(1), pages 291-318, February.
    45. Marco Tabellini, 2020. "Gifts of the Immigrants, Woes of the Natives: Lessons from the Age of Mass Migration," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 454-486.
    46. Eva Lyubich & Joseph Shapiro & Reed Walker, 2018. "Regulating Mismeasured Pollution: Implications of Firm Heterogeneity for Environmental Policy," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 136-142, May.
    47. James E. Rauch & Vitor Trindade, 2002. "Ethnic Chinese Networks In International Trade," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 116-130, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Holladay, J. Scott & Roush, Justin R., 2025. "Pollution emissions and foreign-owned manufacturing plants," Ecological Economics, Elsevier, vol. 237(C).
    2. Long, Houyin & Wu, Guilin & Wang, Jiaxin & Zhang, Pengdong, 2023. "How U.S. job policy affects China's scientific and technological manufacturing firms? A perspective based on the competitive environment," Energy Economics, Elsevier, vol. 126(C).
    3. Zhao, Yujie & Yang, Yuanyuan & Hua, Min & Chan, Kam C., 2024. "Social credit scoring system and corporate pollution governance: Insights from China's Social Credit System Construction," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    4. Qianlingzi Zou & Shuaizhong Ge & Yu Peng & Daqian Shi & Zhifen Tan, 2024. "How Does a Green Supply Chain Improve Corporate Carbon Performance," Sustainability, MDPI, vol. 16(20), pages 1-17, October.
    5. Huang, Xiaozhi & Yao, Yuanhu, 2024. "The effect of executive team heterogeneity on firms’ total factors of production: Evidence from China," Research in International Business and Finance, Elsevier, vol. 70(PA).
    6. Pan, Martin & Li, Daozheng & Wu, Hanrui & Lei, Pengfei, 2024. "Technological revolution and regulatory innovation: How governmental artificial intelligence adoption matters for financial regulation intensity," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    7. Zeng, Xihuan & Huang, Qinxu & Liu, Yongzhang & Qin, Quande, 2025. "Decoding China's hydrogen development: A content analysis of policy objectives and instruments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 217(C).
    8. Li, Yulei & Hu, Shiyang & Zhu, Bo, 2025. "Does ecology protection conflict with corporate development? Evidence from biodiversity and corporate total factor productivity in China," International Review of Financial Analysis, Elsevier, vol. 106(C).
    9. Schoonjans, Eline, 2024. "From diversity to sustainability: Environmental and social spillover effects of board gender quotas," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 314-331.
    10. Yan, Zihan & Liao, Lewei, 2025. "Entrepreneurial miracles in the low-carbon transition: Causal inference from China's low carbon city pilot," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1374-1390.
    11. Zhang, Renjie & Zhu, Guiyi, 2024. "Green public procurement and firms' pollution emissions: Does demand-side environmental policy matter?," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1958-1978.
    12. Wang, Hao & Tan, Shuting & Han, Yonghui, 2025. "Beyond education: International student inflow and outbound cross-border mergers and acquisitions," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 101(C).
    13. Tao Ge & Yuan Chen, 2025. "Interregional Environmental Policy Coordination, Natural Resource Endowment, and Green Economic Development: A Quantitative Analysis of China’s Policy Tests," Sustainability, MDPI, vol. 17(2), pages 1-23, January.
    14. Qi He & Hongli Jiang, 2024. "Does the Energy-Consumption Permit Trading Scheme Improve Carbon Emission Performance? Evidence from a Quasi-Natural Experiment in China," Sustainability, MDPI, vol. 16(1), pages 1-27, January.
    15. Shen, Yanyan & Guo, Feng & Li, Zhen, 2024. "Unintended effects of tax-sharing adjustments on firms' pollution emissions: Evidence from China," Energy Economics, Elsevier, vol. 139(C).
    16. Linhui Wang & Zhanglu Cao & Hui Wang & Junsen Zhang & Jun Luo, 2025. "Air pollution, health, migration, and innovation: evidence from urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(3), pages 1-62, September.
    17. Niu, Xiaotong & Lin, Changao & He, Shanshan & Yang, Youcai, 2025. "Artificial intelligence and enterprise pollution emissions: From the perspective of energy transition," Energy Economics, Elsevier, vol. 144(C).
    18. Chao Zhang & Peilin Wu & Weijun Lu, 2025. "Do social security contributions affect firms’ pollution discharges? Evidence from collection reforms in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(12), pages 31015-31042, December.
    19. Li, Cong & Zhang, Yue & Liu, Xihua & Sun, Jiawen, 2025. "Does artificial intelligence promote green technology innovation in the energy industry?," Energy Economics, Elsevier, vol. 144(C).
    20. Zhang, Xiufeng & Yan, Tong & Zhang, Shengxin & Zhang, Zhenhua & Feng, Yanchao, 2025. "Assessing the synergy reduction effects of the renewable energy policies on environmental pollution and carbon emissions in China," International Review of Financial Analysis, Elsevier, vol. 105(C).
    21. Lee, Chien-Chiang & Wang, Tianhui, 2024. "The impact of renewable energy policies on the energy transition -– An empirical analysis of Chinese cities," Energy Economics, Elsevier, vol. 138(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, Shiyi & Song, Hong & Wu, Chenyu, 2021. "Human capital investment and firms’ industrial emissions: Evidence and mechanism," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 162-184.
    2. Xi Lin & Ling-Yun He, 2023. "The More the Merrier? Evidence from Firm-Level Exports and Environmental Performance in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(1), pages 125-172, January.
    3. Wei, Hao & Yuan, Ran & Zhao, Laixun, 2020. "International talent inflow and R&D investment: Firm-level evidence from China," Economic Modelling, Elsevier, vol. 89(C), pages 32-42.
    4. Egger, Peter H. & Erhardt, Katharina & Lassmann, Andrea, 2019. "Immigration and firms’ integration in international production networks," European Economic Review, Elsevier, vol. 111(C), pages 1-34.
    5. Jingbo Cui & On Kit Tam & Bei Wang & Yan Zhang, 2020. "The environmental effect of trade liberalization: Evidence from China's manufacturing firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3357-3383, December.
    6. Xi Lin & Geng Huang & Ling-Yun He, 2026. "Heterogeneous firm export, energy efficiency and pollution emissions: theory and evidence," Empirical Economics, Springer, vol. 70(2), pages 1-56, February.
    7. Yuping Deng & Yanrui Wu & Helian Xu, 2022. "Emission Reduction and Value-added Export Nexus at Firm Level," Economics Discussion / Working Papers 22-19, The University of Western Australia, Department of Economics.
    8. Xu, Hao & Xu, Jingxuan & Wang, Jie & Hou, Xiang, 2023. "Reduce production or increase efficiency? Hazardous air pollutants regulation, energy use, and the synergistic effect on industrial enterprises' carbon emission," Energy Economics, Elsevier, vol. 126(C).
    9. Lee, Jongkwan & Peri, Giovanni & Yasenov, Vasil, 2022. "The labor market effects of Mexican repatriations: Longitudinal evidence from the 1930s," Journal of Public Economics, Elsevier, vol. 205(C).
    10. Massimiliano Bratti & Luca De Benedictis & Gianluca Santoni, 2020. "Immigrant entrepreneurs, diasporas, and exports," Journal of Regional Science, Wiley Blackwell, vol. 60(2), pages 249-272, March.
    11. Cem Ozguzel, 2019. "Essays on migration and productivity [Essais sur les migrations et la productivité]," PSE-Ecole d'économie de Paris (Postprint) tel-03381203, HAL.
    12. Yuping Deng & Yanrui Wu & Helian Xu, 2019. "Environmental Regulation and Export Product Quality: Evidence from Chinese Firms," Economics Discussion / Working Papers 19-14, The University of Western Australia, Department of Economics.
    13. Giovanni Peri & Francisco Requena, 2009. "The Trade Creation Effect of Immigrants: Testing the Theory on the Remarkable Case of Spain," RFBerlin Discussion Paper Series 0915, ROCKWOOL Foundation Berlin (RFBerlin).
    14. Ariu, Andrea, 2022. "Foreign workers, product quality, and trade: Evidence from a natural experiment," Journal of International Economics, Elsevier, vol. 139(C).
    15. Xi Lin & Ling‐Yun He, 2023. "‘Going global’ and pollution in home country: Evidence from Chinese industrial firms," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1135-1174, October.
    16. Anna D’Ambrosio & Sandro Montresor, 2022. "The pro-export effect of subnational migration networks: new evidence from Spanish provinces," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 158(1), pages 53-107, February.
    17. Max Nathan, 2014. "The wider economic impacts of high-skilled migrants: a survey of the literature for receiving countries," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-20, December.
    18. Gao, Yuning & Yu, Anqi & Jiang, Jiatong & Pei, Jiansuo, 2024. "Will global value chain participation reduce environmental emissions? Evidence from Chinese firm-level data," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 512-526.
    19. Giovanni Peri & Francisco Requena-Silvente, 2010. "The trade creation effect of immigrants: evidence from the remarkable case of Spain," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1433-1459, November.
    20. Aziz Nusrate & Aziz Ahmed, 2023. "Recent vs Historical Migrants: A Study on the Canadian Provincial Trade-Migration Nexus," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 14(1), pages 1-33, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:125:y:2023:i:c:s0140988323002980. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.