IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v69y2024icp63-82.html
   My bibliography  Save this article

What drives sustainable investing? Adoption determinants of sustainable investing exchange-traded funds in Europe

Author

Listed:
  • Marszk, Adam
  • Lechman, Ewa

Abstract

Despite the growing interest in various topics related to sustainable (ESG) investing, some issues remain understudied, such as the determinants of their utilization at the macro level. This paper contributes to the state of knowledge two-directionally. First, it shows the development of sustainable investing exchange-traded funds (ETFs) in European countries. Second, it traces the significant determinants of adopting sustainable investing/ESG ETFs in Europe. More specifically, we aim to determine which financial, technological, social or institutional factors have the most significant impact on the growth of levels and over-time dynamics of the sustainable investing ETFs. The empirical sample covers five European economies: France, Germany, Italy, Switzerland, and the United Kingdom and the period of the analysis is 2006–2020. Adopting panel regression analysis, we investigate twenty different variables that potentially impact the development of sustainable investing ETFs across examined countries. Our results confirm the positive effects of the development of insurance companies and pension funds for the assets of the ESG ETFs. Also, factors such as stock markets development, ICT adoption, financial access and literacy, and the prevalence of tertiary-level education demonstrate a positive impact on ESG ETFs. The role of the financial performance and tax levels resulted in being neutral, thus indicating the lesser importance of the financial motives in relation to the other factors. The results were mixed in the case of the mutual funds and institutional variables.

Suggested Citation

  • Marszk, Adam & Lechman, Ewa, 2024. "What drives sustainable investing? Adoption determinants of sustainable investing exchange-traded funds in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 63-82.
  • Handle: RePEc:eee:streco:v:69:y:2024:i:c:p:63-82
    DOI: 10.1016/j.strueco.2023.11.018
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X2300173X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2023.11.018?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. Cornelia Caseau & Gilles Grolleau, 2020. "Impact Investing: Killing Two Birds with One Stone?," Post-Print hal-03447089, HAL.
    2. Marszk, Adam & Lechman, Ewa, 2021. "Reshaping financial systems: The role of ICT in the diffusion of financial innovations – Recent evidence from European countries," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    3. Kanamura, Takashi, 2021. "Risk Mitigation and Return Resilience for High Yield Bond ETFs with ESG Components," Finance Research Letters, Elsevier, vol. 41(C).
    4. Harada, Kimie & Okimoto, Tatsuyoshi, 2021. "The BOJ's ETF purchases and its effects on Nikkei 225 stocks," International Review of Financial Analysis, Elsevier, vol. 77(C).
    5. Arno Riedl & Paul Smeets, 2017. "Why Do Investors Hold Socially Responsible Mutual Funds?," Journal of Finance, American Finance Association, vol. 72(6), pages 2505-2550, December.
    6. Lan Sun & Garrick Small, 2022. "Has sustainable investing made an impact in the period of COVID-19?: evidence from Australian exchange traded funds," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 12(1), pages 251-273, January.
    7. Filippini, Massimo & Leippold, Markus & Wekhof, Tobias, 2024. "Sustainable finance literacy and the determinants of sustainable investing," Journal of Banking & Finance, Elsevier, vol. 163(C).
    8. Riikka Sievänen & Hannu Rita & Bert Scholtens, 2013. "The Drivers of Responsible Investment: The Case of European Pension Funds," Journal of Business Ethics, Springer, vol. 117(1), pages 137-151, September.
    9. Jonas Nilsson, 2008. "Investment with a Conscience: Examining the Impact of Pro-Social Attitudes and Perceived Financial Performance on Socially Responsible Investment Behavior," Journal of Business Ethics, Springer, vol. 83(2), pages 307-325, December.
    10. Manuel Ammann & Christopher Bauer & Sebastian Fischer & Philipp Müller, 2019. "The impact of the Morningstar Sustainability Rating on mutual fund flows," European Financial Management, European Financial Management Association, vol. 25(3), pages 520-553, June.
    11. Omura, Akihiro & Roca, Eduardo & Nakai, Miwa, 2021. "Does responsible investing pay during economic downturns: Evidence from the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 42(C).
    12. Amparo Soler‐Domínguez & Juan Carlos Matallín‐Sáez & Diego Víctor de Mingo‐López & Emili Tortosa‐Ausina, 2021. "Looking for sustainable development: Socially responsible mutual funds and the low‐carbon economy," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 1751-1766, May.
    13. Naqvi, Bushra & Rizvi, Syed Kumail Abbas & Hasnaoui, Amir & Shao, Xuefeng, 2022. "Going beyond sustainability: The diversification benefits of green energy financial products," Energy Economics, Elsevier, vol. 111(C).
    14. Luca J. Liebi, 2020. "The effect of ETFs on financial markets: a literature review," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 34(2), pages 165-178, June.
    15. Mittelstaedt, H. Fred & Olsen, John C., 2003. "An empirical analysis of the investment performance of the Chilean pension system," Journal of Pension Economics and Finance, Cambridge University Press, vol. 2(1), pages 7-24, March.
    16. Lei Delsen & Alex Lehr, 2019. "Value matters or values matter? An analysis of heterogeneity in preferences for sustainable investments," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 9(3), pages 240-261, July.
    17. Martin Lettau & Ananth Madhavan, 2018. "Exchange-Traded Funds 101 for Economists," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 135-154, Winter.
    18. Marszk, Adam & Lechman, Ewa, 2019. "New technologies and diffusion of innovative financial products: Evidence on exchange-traded funds in selected emerging and developed economies," Journal of Macroeconomics, Elsevier, vol. 62(C).
    19. Gerasimos G. Rompotis, 2022. "The ESG ETFs in the UK," Journal of Asset Management, Palgrave Macmillan, vol. 23(2), pages 114-129, March.
    20. Zachary Folger-Laronde & Sep Pashang & Leah Feor & Amr ElAlfy, 2022. "ESG ratings and financial performance of exchange-traded funds during the COVID-19 pandemic," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 12(2), pages 490-496, April.
    21. Marco Ceccarelli & Stefano Ramelli & Alexander F. Wagner, 2019. "When Investors Call for Climate Responsibility, How Do Mutual Funds Respond?," Swiss Finance Institute Research Paper Series 19-13, Swiss Finance Institute, revised Apr 2019.
    22. Jeanette Carlsson Hauff, 2022. "The impact of knowledge on labeling schemes promoting sustainable investing," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 2839-2853, November.
    23. Stephen M. Horan, 1998. "A Comparison Of Indexing And Beta Among Pension And Nonpension Assets," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(3), pages 255-275, September.
    24. Anett Wins & Bernhard Zwergel, 2016. "Comparing those who do, might and will not invest in sustainable funds: a survey among German retail fund investors," Business Research, Springer;German Academic Association for Business Research, vol. 9(1), pages 51-99, April.
    25. El Ghoul, Sadok & Karoui, Aymen, 2017. "Does corporate social responsibility affect mutual fund performance and flows?," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 53-63.
    26. Rob Bauer & Tobias Ruof & Paul Smeets & Stijn Van Nieuwerburgh, 2021. "Get Real! Individuals Prefer More Sustainable Investments [Explaining the discrepancy between intentions and actions: The case of hypothetical gap in contingent valuation]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3976-4043.
    27. Ji, Xiangfeng & Chen, Xueqi & Mirza, Nawazish & Umar, Muhammad, 2021. "Sustainable energy goals and investment premium: Evidence from renewable and conventional equity mutual funds in the Euro zone," Resources Policy, Elsevier, vol. 74(C).
    28. Manuel Lobato & Javier Rodríguez & Herminio Romero, 2021. "A volatility-match approach to measure performance: the case of socially responsible exchange traded funds (ETFs)," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 22(1), pages 34-43, May.
    29. Ballestero, Enrique & Bravo, Mila & Pérez-Gladish, Blanca & Arenas-Parra, Mar & Plà-Santamaria, David, 2012. "Socially Responsible Investment: A multicriteria approach to portfolio selection combining ethical and financial objectives," European Journal of Operational Research, Elsevier, vol. 216(2), pages 487-494.
    30. Tomasz Miziołek & Ewa Feder-Sempach & Adam Zaremba, 2020. "International Equity Exchange-Traded Funds," Springer Books, Springer, number 978-3-030-53864-4, December.
    31. Gregor Dorfleitner & Diana Braun, 2019. "Fintech, Digitalization and Blockchain: Possible Applications for Green Finance," Palgrave Studies in Impact Finance, in: Marco Migliorelli & Philippe Dessertine (ed.), The Rise of Green Finance in Europe, chapter 0, pages 207-237, Palgrave Macmillan.
    32. Gutsche, Gunnar & Wetzel, Heike & Ziegler, Andreas, 2023. "Determinants of individual sustainable investment behavior - A framed field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 491-508.
    33. Dirk Schoenmaker, 2018. "Sustainable investing- How to do it," Policy Contributions 28553, Bruegel.
    34. Nofsinger, John R. & Sulaeman, Johan & Varma, Abhishek, 2019. "Institutional investors and corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 700-725.
    35. Horan, Stephen M, 1998. "A Comparison of Indexing and Beta among Pension and Nonpension Assets," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(3), pages 255-275, Fall.
    36. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    37. Marco Ceccarelli & Stefano Ramelli & Alexander F Wagner, 2024. "Low Carbon Mutual Funds," Review of Finance, European Finance Association, vol. 28(1), pages 45-74.
    38. Aaron Maltais & Björn Nykvist, 2021. "Understanding the role of green bonds in advancing sustainability," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 11(3), pages 233-252, July.
    39. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    40. Andrea Barbon & Virginia Gianinazzi, 2019. "Quantitative Easing and Equity Prices: Evidence from the ETF Program of the Bank of Japan," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 9(2), pages 210-255.
    41. Lucie Baudoin & Mohammed Zakriya & Daniel Arenas & Lael Walsh, 2023. "Hidden Gem or Fool’s Gold: Can passive ESG ETFs outperform the benchmarks?," Post-Print hal-04136303, HAL.
    42. Liu, Qingfu & Tse, Yiuman, 2017. "Overnight returns of stock indexes: Evidence from ETFs and futures," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 440-451.
    43. van Dooren, Bono & Galema, Rients, 2018. "Socially responsible investors and the disposition effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 17(C), pages 42-52.
    44. Fernando Muñoz & Maria Vargas & Isabel Marco, 2014. "Environmental Mutual Funds: Financial Performance and Managerial Abilities," Journal of Business Ethics, Springer, vol. 124(4), pages 551-569, November.
    45. Gerasimos G. Rompotis, 2018. "Spillover effects between US ETFs and emerging stock markets," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 20(3), pages 327-372.
    46. Anders Anderson & David T Robinson, 2022. "Financial Literacy in the Age of Green Investment [Evaluating behaviorally motivated policy: experimental evidence from the lightbulb market]," Review of Finance, European Finance Association, vol. 26(6), pages 1551-1584.
    47. Florian Heeb & Julian F Kölbel & Falko Paetzold & Stefan Zeisberger, 2023. "Do Investors Care about Impact?," The Review of Financial Studies, Society for Financial Studies, vol. 36(5), pages 1737-1787.
    48. Rajna Gibson & Simon Glossner & Philipp Krueger & Pedro Matos & Tom Steffen, 2020. "Responsible Institutional Investing Around the World," Swiss Finance Institute Research Paper Series 20-13, Swiss Finance Institute.
    49. Brunen, Ann-Christine & Laubach, Oliver, 2022. "Do sustainable consumers prefer socially responsible investments? A study among the users of robo advisors," Journal of Banking & Finance, Elsevier, vol. 136(C).
    50. Gutsche, Gunnar & Nakai, Miwa & Arimura, Toshi H., 2021. "Revisiting the determinants of individual sustainable investment—The case of Japan," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
    51. Mathieu R. Despard & Terri Friedline & Stacia Martin-West, 2020. "Why Do Households Lack Emergency Savings? The Role of Financial Capability," Journal of Family and Economic Issues, Springer, vol. 41(3), pages 542-557, September.
    52. Koedijk, Kees & ter Horst, Jenke & Borgers, Arian & Derwall, Jeroen, 2015. "Do Social Factors Influence Investment Behaviour and Performance? Evidence from Mutual Fund Holdings," CEPR Discussion Papers 10740, C.E.P.R. Discussion Papers.
    53. repec:eme:mfppss:v:37:y:2011:i:5:p:426-441 is not listed on IDEAS
    54. Adam Marszk & Ewa Lechman & Yasuyuki Kato, 2019. "The Emergence of ETFs in Asia-Pacific," Springer Books, Springer, number 978-3-030-12752-7, December.
    55. Christopher C Geczy & Robert F Stambaugh & David Levin, 2021. "Investing in Socially Responsible Mutual Funds [Should investors avoid all actively managed mutual funds? A study in Bayesian performance evaluation]," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 11(2), pages 309-351.
    56. Praveen K. Das & S.P. Uma Rao, 2013. "Performance evaluation of socially responsible mutual funds using style analysis," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 9(1), pages 109-123, March.
    57. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    58. Justyna Przychodzen & Fernando Gómez-Bezares & Wojciech Przychodzen & Mikel Larreina, 2016. "ESG Issues among Fund Managers—Factors and Motives," Sustainability, MDPI, vol. 8(10), pages 1-19, October.
    59. Ruiz, Francisco & Cabello, José M. & Pérez-Gladish, Blanca, 2018. "Building Ease-of-Doing-Business synthetic indicators using a double reference point approach," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 130-140.
    60. Ruiz, Jose L., 2018. "Financial development, institutional investors, and economic growth," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 218-224.
    61. Olga Bezgatcheva & Anna Rumyantseva & Elena Tsyplakova, 2022. "Mutual Investment Funds Under Financial Instability," Springer Proceedings in Business and Economics, in: Anna Rumyantseva & Vladimir Plotnikov & Alexey Minin & Hod Anyigba (ed.), Challenges and Solutions in the Digital Economy and Finance, pages 19-28, Springer.
    62. El-Sholkamy,Mona Mostafa & Rahman,Mohammad Habibur, 2022. "Harnessing Sovereign Wealth Funds in Emerging Economies toward Sustainable Development," Cambridge Books, Cambridge University Press, number 9781009198189, September.
    63. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    64. Bhutta, Umair Saeed & Tariq, Adeel & Farrukh, Muhammad & Raza, Ali & Iqbal, Muhammad Khalid, 2022. "Green bonds for sustainable development: Review of literature on development and impact of green bonds," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    65. Pavlova, Ivelina & de Boyrie, Maria E., 2022. "ESG ETFs and the COVID-19 stock market crash of 2020: Did clean funds fare better?," Finance Research Letters, Elsevier, vol. 44(C).
    66. Kerkemeier, Marco & Kruse-Becher, Robinson, 2022. "Join the club! Dynamics of global ESG indices convergence," Finance Research Letters, Elsevier, vol. 49(C).
    67. Dumitrescu, Ariadna & Järvinen, Jesse & Zakriya, Mohammed, 2023. "Hidden Gem or Fool’s Gold: Can passive ESG ETFs outperform the benchmarks?," International Review of Financial Analysis, Elsevier, vol. 86(C).
    68. Andrea Barbon & Virginia Gianinazzi, 2019. "Quantitative Easing and Equity Prices: Evidence from the ETF Program of the Bank of Japan," Swiss Finance Institute Research Paper Series 19-55, Swiss Finance Institute.
    69. Anu, & Singh, Amit Kumar & Raza, Syed Ali & Nakonieczny, Joanna & Shahzad, Umer, 2023. "Role of financial inclusion, green innovation, and energy efficiency for environmental performance? Evidence from developed and emerging economies in the lens of sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 213-224.
    Full references (including those not matched with items on IDEAS)

    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. Seifert, Marcel & Spitzer, Florian & Haeckl, Simone & Gaudeul, Alexia & Kirchler, Erich & Palan, Stefan & Gangl, Katharina, 2024. "Can information provision and preference elicitation promote ESG investments? Evidence from a large, incentivized online experiment," Journal of Banking & Finance, Elsevier, vol. 161(C).
    2. Hervé, Fabrice & Marsat, Sylvain, 2024. "Acting for good, being good or feeling good? Exploring factors influencing individual investors’ willingness to invest in green funds," Finance Research Letters, Elsevier, vol. 67(PA).
    3. Gunnar Gutsche & Miwa Nakai & Toshi H. Arimura, 2021. "Individual Sustainable Investment in Japan," RIEEM Discussion Paper Series 2006, Research Institute for Environmental Economics and Management, Waseda University.
    4. Gutsche, Gunnar & Nakai, Miwa & Arimura, Toshi H., 2021. "Revisiting the determinants of individual sustainable investment—The case of Japan," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
    5. Marszk, Adam & Lechman, Ewa, 2021. "Reshaping financial systems: The role of ICT in the diffusion of financial innovations – Recent evidence from European countries," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    6. Ida Ayu Agung Faradynawati & Inga-Lill Söderberg, 2022. "Sustainable Investment Preferences among Robo-Advisor Clients," Sustainability, MDPI, vol. 14(19), pages 1-16, October.
    7. Amparo Soler-Domínguez & Juan Carlos Matallín-Sáez & Diego Víctor de Mingo-López & Emili Tortosa-Ausina, 2020. "Social responsible mutual funds and lowcarbon economy," Working Papers 2020/15, Economics Department, Universitat Jaume I, Castellón (Spain).
    8. Auzepy, Alix & Bannier, Christina E. & Gärtner, Florian, 2024. "Looking beyond ESG preferences: The role of sustainable finance literacy in sustainable investing," CFS Working Paper Series 719, Center for Financial Studies (CFS).
    9. Löfgren, Åsa & Nordblom, Katarina, 2024. "Reconciling sustainability preferences and behavior — The case of mutual fund investments," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
    10. Montagnoli, Alberto & Taylor, Karl, 2024. "Who Cares about Investing Responsibly? Attitudes and Financial Decisions," IZA Discussion Papers 16952, Institute of Labor Economics (IZA).
    11. Juan C. Reboredo & Luis A. Otero González, 2022. "Low carbon transition risk in mutual fund portfolios: Managerial involvement and performance effects," Business Strategy and the Environment, Wiley Blackwell, vol. 31(3), pages 950-968, March.
    12. Ferriani, Fabrizio, 2023. "Issuing bonds during the Covid-19 pandemic: Was there an ESG premium?," International Review of Financial Analysis, Elsevier, vol. 88(C).
    13. Filippini, Massimo & Leippold, Markus & Wekhof, Tobias, 2024. "Sustainable finance literacy and the determinants of sustainable investing," Journal of Banking & Finance, Elsevier, vol. 163(C).
    14. Fernando Muñoz & María Vargas & Ruth Vicente, 2021. "Style-changing behaviour in the socially responsible mutual fund industry: consequences on financial and sustainable performance," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 12(5), pages 1027-1051, February.
    15. Hasan F. Baklaci & William I-Wei Cheng & Jianing Zhang, 2024. "Performance Attributes of Environmental, Social, and Governance Exchange-Traded Funds," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 31(2), pages 307-334, June.
    16. Amparo Soler‐Domínguez & Juan Carlos Matallín‐Sáez & Diego Víctor de Mingo‐López & Emili Tortosa‐Ausina, 2021. "Looking for sustainable development: Socially responsible mutual funds and the low‐carbon economy," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 1751-1766, May.
    17. Barka, Zeineb & Hamza, Taher & Mrad, Senda, 2023. "Corporate ESG scores and equity market misvaluation: Toward ethical investor behavior," Economic Modelling, Elsevier, vol. 127(C).
    18. Fang, Fei & Parida, Sitikantha, 2022. "Sustainable mutual fund performance and flow in the recent years through the COVID-19 pandemic," International Review of Financial Analysis, Elsevier, vol. 84(C).
    19. Rob Bauer & Dirk Broeders & Annick van Ool, 2023. "Walk the green talk? A textual analysis of pension funds’ disclosures of sustainable investing," Working Papers 770, DNB.
    20. Staněk Gyönyör, Lucie & Horváth, Matúš, 2024. "Does ESG affect stock market dependence? An empirical exploration of S&P 1200 companies shows the divergent nature of E–S–G pillars," Research in International Business and Finance, Elsevier, vol. 69(C).

    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:streco:v:69:y:2024:i:c:p:63-82. 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/inca/525148 .

    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.