IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v182y2022ics0040162522003559.html
   My bibliography  Save this article

The power of anti-corruption in environmental innovation: Evidence from a quasi-natural experiment in China

Author

Listed:
  • Zhou, Kuo
  • Luo, Haotian
  • Ye, Diyu
  • Tao, Yunqing

Abstract

The role of corruption in economic development around the world has been fully discussed, but little is known about its environmental consequence, especially firms' sustainable strategies in most developing countries. We use multi-period difference-in-differences estimations with a quasi-experimental setting provided by the anti-corruption campaign to explore the relationship between corruption and environmental innovation. The results show that firm environmental innovation significantly increases following the anti-corruption campaign. In particular, this finding is more pronounced in subsamples with CEO duality and larger-size firms, while the results in state-owned and non-state-owned enterprises are mostly balanced. Further analyses indicate that enhanced environmental regulation is one of the mechanisms underlying this effect and the induced innovation activity is substantive rather than strategic patenting behavior. Our findings provide theoretical contributions to the research of corruption and environmental innovation. In addition, we offer empirical support for the positive policy implications of the anti-corruption campaign.

Suggested Citation

  • Zhou, Kuo & Luo, Haotian & Ye, Diyu & Tao, Yunqing, 2022. "The power of anti-corruption in environmental innovation: Evidence from a quasi-natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:tefoso:v:182:y:2022:i:c:s0040162522003559
    DOI: 10.1016/j.techfore.2022.121831
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522003559
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.121831?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Jensen, Michael C. & Ruback, Richard S., 1983. "The market for corporate control : The scientific evidence," Journal of Financial Economics, Elsevier, vol. 11(1-4), pages 5-50, April.
    2. Kong, Dongmin & Tao, Yunqing & Wang, Yanan, 2020. "China's anti-corruption campaign and firm productivity: Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 63(C).
    3. Ellis, Jesse & Smith, Jared & White, Roger, 2020. "Corruption and Corporate Innovation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(7), pages 2124-2149, November.
    4. Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 2008. "Why Is Rent-Seeking So Costly to Growth?," Springer Books, in: Roger D. Congleton & Kai A. Konrad & Arye L. Hillman (ed.), 40 Years of Research on Rent Seeking 2, pages 213-218, Springer.
    5. Yang, Dan & Jiao, Hao & Buckland, Roger, 2017. "The determinants of financial fraud in Chinese firms: Does corporate governance as an institutional innovation matter?," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 309-320.
    6. Gan, Weiyu & Xu, Xixiong, 2019. "Does anti-corruption campaign promote corporate R&D investment? Evidence from China," Finance Research Letters, Elsevier, vol. 30(C), pages 292-296.
    7. Chen Liu & Dongmin Kong, 2021. "Business strategy and sustainable development: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 657-670, January.
    8. Dincer, Oguzhan, 2019. "Does corruption slow down innovation? Evidence from a cointegrated panel of U.S. states," European Journal of Political Economy, Elsevier, vol. 56(C), pages 1-10.
    9. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    10. Tobias Stucki, 2019. "What hampers green product innovation: the effect of experience," Industry and Innovation, Taylor & Francis Journals, vol. 26(10), pages 1242-1270, November.
    11. Justin Doran & Geraldine Ryan, 2016. "The Importance of the Diverse Drivers and Types of Environmental Innovation for Firm Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 25(2), pages 102-119, February.
    12. Fatma Baalouch & Salma Damak Ayadi & Khaled Hussainey, 2019. "A study of the determinants of environmental disclosure quality: evidence from French listed companies," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(4), pages 939-971, December.
    13. Paunov, Caroline, 2016. "Corruption's asymmetric impacts on firm innovation," Journal of Development Economics, Elsevier, vol. 118(C), pages 216-231.
    14. Xu, Gang & Yano, Go, 2017. "How does anti-corruption affect corporate innovation? Evidence from recent anti-corruption efforts in China," Journal of Comparative Economics, Elsevier, vol. 45(3), pages 498-519.
    15. Baumol, William J., 1996. "Entrepreneurship: Productive, unproductive, and destructive," Journal of Business Venturing, Elsevier, vol. 11(1), pages 3-22, January.
    16. Huang, Kuo-Feng & Lin, Ku-Ho & Wu, Lei-Yu & Yu, Pang-Hsiang, 2015. "Absorptive capacity and autonomous R&D climate roles in firm innovation," Journal of Business Research, Elsevier, vol. 68(1), pages 87-94.
    17. Cui, Jingbo & Dai, Jing & Wang, Zhenxuan & Zhao, Xiande, 2022. "Does Environmental Regulation Induce Green Innovation? A Panel Study of Chinese Listed Firms," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    18. Zhang, Qi & Yu, Zhi & Kong, Dongmin, 2019. "The real effect of legal institutions: Environmental courts and firm environmental protection expenditure," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    19. Ren, Shenggang & Sun, Helin & Zhang, Tao, 2021. "Do environmental subsidies spur environmental innovation? Empirical evidence from Chinese listed firms," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    20. Krueger, Anne O, 1974. "The Political Economy of the Rent-Seeking Society," American Economic Review, American Economic Association, vol. 64(3), pages 291-303, June.
    21. Stucki, Tobias & Woerter, Martin & Arvanitis, Spyros & Peneder, Michael & Rammer, Christian, 2018. "How different policy instruments affect green product innovation: A differentiated perspective," Energy Policy, Elsevier, vol. 114(C), pages 245-261.
    22. Jessie Zhou & Mike Peng, 2012. "Does bribery help or hurt firm growth around the world?," Asia Pacific Journal of Management, Springer, vol. 29(4), pages 907-921, December.
    23. Ole‐Kristian Hope & Heng Yue & Qinlin Zhong, 2020. "China's Anti‐Corruption Campaign and Financial Reporting Quality†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 1015-1043, June.
    24. De Marchi, Valentina, 2012. "Environmental innovation and R&D cooperation: Empirical evidence from Spanish manufacturing firms," Research Policy, Elsevier, vol. 41(3), pages 614-623.
    25. Eric Yongchen Zou, 2021. "Unwatched Pollution: The Effect of Intermittent Monitoring on Air Quality," American Economic Review, American Economic Association, vol. 111(7), pages 2101-2126, July.
    26. Kong, Dongmin & Zhu, Ling & Wang, Xin, 2022. "Anti-corruption and CEO compensation: Evidence from a natural experiment in China," Economic Modelling, Elsevier, vol. 106(C).
    27. Damania, Richard & Fredriksson, Per G. & List, John A., 2003. "Trade liberalization, corruption, and environmental policy formation: theory and evidence," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 490-512, November.
    28. Yu-Shan Chen, 2008. "The Driver of Green Innovation and Green Image – Green Core Competence," Journal of Business Ethics, Springer, vol. 81(3), pages 531-543, September.
    29. Rosa Dangelico & Devashish Pujari, 2010. "Mainstreaming Green Product Innovation: Why and How Companies Integrate Environmental Sustainability," Journal of Business Ethics, Springer, vol. 95(3), pages 471-486, September.
    30. Ren, Yi-Shuai & Ma, Chao-Qun & Apergis, Nicholas & Sharp, Basil, 2021. "Responses of carbon emissions to corruption across Chinese provinces," Energy Economics, Elsevier, vol. 98(C).
    31. Xu, Mingli & Kong, Gaowen & Kong, Dongmin, 2017. "Does wage justice hamper creativity? Pay gap and firm innovation in China," China Economic Review, Elsevier, vol. 44(C), pages 186-202.
    32. Carrión-Flores, Carmen E. & Innes, Robert, 2010. "Environmental innovation and environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 27-42, January.
    33. Rodríguez-Pose, Andrés & Zhang, Min, 2020. "The cost of weak institutions for innovation in China," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    34. Ghisetti, Claudia & Pontoni, Federico, 2015. "Investigating policy and R&D effects on environmental innovation: A meta-analysis," Ecological Economics, Elsevier, vol. 118(C), pages 57-66.
    35. Alex Hollingsworth & Ivan Rudik, 2021. "The Effect of Leaded Gasoline on Elderly Mortality: Evidence from Regulatory Exemptions," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 345-373, August.
    36. Wu, Aihua, 2017. "The signal effect of Government R&D Subsidies in China: Does ownership matter?," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 339-345.
    37. Biswas, Amit K. & Farzanegan, Mohammad Reza & Thum, Marcel, 2012. "Pollution, shadow economy and corruption: Theory and evidence," Ecological Economics, Elsevier, vol. 75(C), pages 114-125.
    38. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    39. Marianne Bertrand & Simeon Djankov & Rema Hanna & Sendhil Mullainathan, 2007. "Obtaining a Driver's License in India: An Experimental Approach to Studying Corruption," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1639-1676.
    40. Anokhin, Sergey & Schulze, William S., 2009. "Entrepreneurship, innovation, and corruption," Journal of Business Venturing, Elsevier, vol. 24(5), pages 465-476, September.
    41. Tong, Tony W. & Zhang, Kun & He, Zi-Lin & Zhang, Yuchen, 2018. "What determines the duration of patent examination in China? An outcome-specific duration analysis of invention patent applications at SIPO," Research Policy, Elsevier, vol. 47(3), pages 583-591.
    42. Amore, Mario Daniele & Bennedsen, Morten, 2016. "Corporate governance and green innovation," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 54-72.
    43. Kammerer, Daniel, 2009. "The effects of customer benefit and regulation on environmental product innovation.: Empirical evidence from appliance manufacturers in Germany," Ecological Economics, Elsevier, vol. 68(8-9), pages 2285-2295, June.
    44. Rehfeld, Katharina-Maria & Rennings, Klaus & Ziegler, Andreas, 2007. "Integrated product policy and environmental product innovations: An empirical analysis," Ecological Economics, Elsevier, vol. 61(1), pages 91-100, February.
    45. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    46. Smith, Jared D., 2016. "US political corruption and firm financial policies," Journal of Financial Economics, Elsevier, vol. 121(2), pages 350-367.
    47. Fredriksson, Per G. & Vollebergh, Herman R. J. & Dijkgraaf, Elbert, 2004. "Corruption and energy efficiency in OECD countries: theory and evidence," Journal of Environmental Economics and Management, Elsevier, vol. 47(2), pages 207-231, March.
    48. Edeh, Jude N. & Acedo, Francisco J., 2021. "External supports, innovation efforts and productivity: Estimation of a CDM model for small firms in developing countries," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    49. Lv, Zhike & Gao, Zhenya, 2021. "The effect of corruption on environmental performance: Does spatial dependence play a role?," Economic Systems, Elsevier, vol. 45(2).
    50. Hao, Zhuoqun & Liu, Yu & Zhang, Jinfan & Zhao, Xiaoxue, 2020. "Political connection, corporate philanthropy and efficiency: Evidence from China’s anti-corruption campaign," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 688-708.
    51. Nam Hoang Vu & Tuan Anh Bui & Ngoc Minh Nguyen & Ngoc Hiep Luu, 2021. "Local business environment, managerial expertise and tax corruption of small- and medium-sized enterprises," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 21(2), pages 134-157.
    52. Zhou, Mengling & Wang, Bing & Chen, Zhongfei, 2020. "Has the anti-corruption campaign decreased air pollution in China?," Energy Economics, Elsevier, vol. 91(C).
    53. Kuen‐Hung Tsai & Yi‐Chuan Liao, 2017. "Innovation Capacity and the Implementation of Eco‐innovation: Toward a Contingency Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 26(7), pages 1000-1013, November.
    54. Asghar Afshar Jahanshahi & Bakr Al‐Gamrh & Behrooz Gharleghi, 2020. "Sustainable development in Iran post‐sanction: Embracing green innovation by small and medium‐sized enterprises," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 781-790, July.
    55. Charles Michalopoulos & Howard S. Bloom & Carolyn J. Hill, 2004. "Can Propensity-Score Methods Match the Findings from a Random Assignment Evaluation of Mandatory Welfare-to-Work Programs?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 156-179, February.
    56. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    57. Bhagat, Sanjai & Bolton, Brian, 2008. "Corporate governance and firm performance," Journal of Corporate Finance, Elsevier, vol. 14(3), pages 257-273, June.
    58. Costantini, Valeria & Mazzanti, Massimiliano & Montini, Anna, 2013. "Environmental performance, innovation and spillovers. Evidence from a regional NAMEA," Ecological Economics, Elsevier, vol. 89(C), pages 101-114.
    59. Fu, Tong & Jian, Ze, 2021. "Corruption pays off: How environmental regulations promote corporate innovation in a developing country," Ecological Economics, Elsevier, vol. 183(C).
    60. Lopez, Ramon & Mitra, Siddhartha, 2000. "Corruption, Pollution, and the Kuznets Environment Curve," Journal of Environmental Economics and Management, Elsevier, vol. 40(2), pages 137-150, September.
    61. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    62. Zhongju Liao & Siying Long, 2018. "CEOs' regulatory focus, slack resources and firms' environmental innovation," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(5), pages 981-990, September.
    63. Ali Meftah Gerged, 2021. "Factors affecting corporate environmental disclosure in emerging markets: The role of corporate governance structures," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 609-629, January.
    64. Dendi Ramdani & Arjen Witteloostuijn, 2012. "The Shareholder–Manager Relationship and Its Impact on the Likelihood of Firm Bribery," Journal of Business Ethics, Springer, vol. 108(4), pages 495-507, July.
    65. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    66. Ha, Le Thanh & Nam, Pham Xuan & Thanh, To Trung, 2021. "Effects of Bribery on Firms' Environmental Innovation Adoption in Vietnam: Mediating Roles of Firms' Bargaining Power and Credit and Institutional Constraints," Ecological Economics, Elsevier, vol. 185(C).
    67. Xuemei Xie & Guoyou Qi & Kevin Xiaoguo Zhu, 2019. "Corruption and New Product Innovation: Examining Firms’ Ethical Dilemmas in Transition Economies," Journal of Business Ethics, Springer, vol. 160(1), pages 107-125, November.
    68. Zhongju Liao, 2018. "Corporate culture, environmental innovation and financial performance," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1368-1375, December.
    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. Zhou, Kuo & Luo, Haotian & Qu, Zhi, 2023. "What can the environmental rule of law do for environmental innovation? Evidence from environmental tribunals in China," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    2. Quan, Xiaofeng & Zhang, Ke & Zhong, Rui & Zhu, Yuxiang, 2023. "Political corruption and green innovation," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    3. Boubaker, Sabri & Liu, Pei-Zhi & Ren, Yi-Shuai & Ma, Chao-Qun, 2024. "Do anti-corruption campaigns affect corporate environmental responsibility? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    4. Lin, Boqiang & Xie, Jiawen, 2023. "Superior administration’s environmental inspections and local polluters’ rent seeking: A perspective of multilevel principal–agent relationships," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 805-819.
    5. Gao, Yongjun & Mohd Saleh, Norman & Abdullah, Ahmad Monir & Adznan, Syaima, 2024. "Climate-related disclosures under the TCFD framework and business green innovation: Evidence from China A-share companies," Finance Research Letters, Elsevier, vol. 63(C).
    6. Zhang, Huiming & Wan, Dayu & Sun, Chuanwang & Wu, Kai & Lin, Caixia, 2023. "Does political inspection promote corporate green innovation?," Energy Economics, Elsevier, vol. 123(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. Zhou, Kuo & Luo, Haotian & Qu, Zhi, 2023. "What can the environmental rule of law do for environmental innovation? Evidence from environmental tribunals in China," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    2. Boubaker, Sabri & Liu, Pei-Zhi & Ren, Yi-Shuai & Ma, Chao-Qun, 2024. "Do anti-corruption campaigns affect corporate environmental responsibility? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 91(C).
    3. Wu, Jiamei & Chen, Zhibin & Guo, Chong, 2022. "How does anti-corruption affect green innovation? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 405-424.
    4. Tariq, Adeel & Badir, Yuosre F. & Tariq, Waqas & Bhutta, Umair Saeed, 2017. "Drivers and consequences of green product and process innovation: A systematic review, conceptual framework, and future outlook," Technology in Society, Elsevier, vol. 51(C), pages 8-23.
    5. Zhou, Zhifang & Han, Shangjie & Huang, Zhiying & Cheng, Xu, 2023. "Anti-corruption and corporate pollution mitigation: Evidence from China," Ecological Economics, Elsevier, vol. 208(C).
    6. He, Wenjian & Chen, Xiaoyang & Liu, Zhiyong John, 2022. "Can anti-corruption help realize the “strong” Porter Hypothesis in China? Evidence from Chinese manufacturing enterprises," Journal of Asian Economics, Elsevier, vol. 80(C).
    7. Brian Chi-ang Lin & Siqi Zheng & Nicolò Barbieri & Claudia Ghisetti & Marianna Gilli & Giovanni Marin & Francesco Nicolli, 2016. "A Survey Of The Literature On Environmental Innovation Based On Main Path Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 30(3), pages 596-623, July.
    8. Quatraro, Francesco & Scandura, Alessandra, 2019. "Academic Inventors and the Antecedents of Green Technologies. A Regional Analysis of Italian Patent Data," Ecological Economics, Elsevier, vol. 156(C), pages 247-263.
    9. Sanni, Maruf, 2018. "Drivers of eco-innovation in the manufacturing sector of Nigeria," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 303-314.
    10. Eduardo Duque‐Grisales & Javier Aguilera‐Caracuel & Jaime Guerrero‐Villegas & Encarnación García‐Sánchez, 2020. "Does green innovation affect the financial performance of Multilatinas? The moderating role of ISO 14001 and R&D investment," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3286-3302, December.
    11. Bin Dong & Benno Torgler, 2010. "The Consequences of Corruption: Evidence from China," Working Papers 2010.73, Fondazione Eni Enrico Mattei.
    12. Dokas, Ioannis & Panagiotidis, Minas & Papadamou, Stephanos & Spyromitros, Eleftherios, 2023. "Does innovation affect the impact of corruption on economic growth? International evidence," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1030-1054.
    13. Ayça Kubra Hizarci‐Payne & İlayda İpek & Gülüzar Kurt Gümüş, 2021. "How environmental innovation influences firm performance: A meta‐analytic review," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1174-1190, February.
    14. Zhou, Mengling & Wang, Bing & Chen, Zhongfei, 2020. "Has the anti-corruption campaign decreased air pollution in China?," Energy Economics, Elsevier, vol. 91(C).
    15. Muhammad Ansar Majeed & Tanveer Ahsan & Ammar Ali Gull, 2024. "Does corruption sand the wheels of sustainable development? Evidence through green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4626-4651, July.
    16. Tang, Pengcheng & Jiang, Qisheng & Wang, Chao, 2024. "Beyond environmental actions: How environmental regulations stimulate strategic-political CSR engagement in China?," Energy Economics, Elsevier, vol. 129(C).
    17. Ghisetti, Claudia & Marzucchi, Alberto & Montresor, Sandro, 2015. "The open eco-innovation mode. An empirical investigation of eleven European countries," Research Policy, Elsevier, vol. 44(5), pages 1080-1093.
    18. Luigi Aldieri & Cristian Barra & Nazzareno Ruggiero & Concetto Paolo Vinci, 2023. "Corruption and firms’ efficiency: international evidence using an instrumental variable approach," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 731-759, July.
    19. Fabrizi, Andrea & Guarini, Giulio & Meliciani, Valentina, 2018. "Green patents, regulatory policies and research network policies," Research Policy, Elsevier, vol. 47(6), pages 1018-1031.
    20. Bin Dong & Benno Torgler, 2010. "The Consequences of Corruption: Evidence from China," Working Papers 2010.73, Fondazione Eni Enrico Mattei.

    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:tefoso:v:182:y:2022:i:c:s0040162522003559. 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.sciencedirect.com/science/journal/00401625 .

    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.