IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v183y2022ics0040162522004061.html
   My bibliography  Save this article

Women in top management teams and their impact on innovation

Author

Listed:
  • Lee, Jangwook
  • Chung, Jiyoon

Abstract

In this study, we integrate insights from the literature on top management team (TMT) composition, gender diversity, and cumulative innovation, and examine how TMT gender diversity (or women in TMTs) impacts firm innovation. We analyze a panel of U.S. firms over the period 2005–2019, exploiting U.S. state-level variation in support policies protecting the rights of female workers. We find that greater TMT gender diversity increases the number of innovations but decreases their impact. Furthermore, greater TMT gender diversity narrows the breadth of search (search becomes more local). We illuminate the multifaceted innovation outcomes of gender-diverse TMTs and highlight the risk-reducing effects of female TMT members in innovation contexts. Our study provides opportune innovation insights that are much needed in the current era, with the increasing presence of female executives in TMTs.

Suggested Citation

  • Lee, Jangwook & Chung, Jiyoon, 2022. "Women in top management teams and their impact on innovation," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  • Handle: RePEc:eee:tefoso:v:183:y:2022:i:c:s0040162522004061
    DOI: 10.1016/j.techfore.2022.121883
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522004061
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.121883?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. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Julian Atanassov, 2013. "Do Hostile Takeovers Stifle Innovation? Evidence from Antitakeover Legislation and Corporate Patenting," Journal of Finance, American Finance Association, vol. 68(3), pages 1097-1131, June.
    3. Benjamin F. Jones, 2009. "The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 283-317.
    4. I. P. L. Png, 2017. "Secrecy and Patents: Theory and Evidence from the Uniform Trade Secrets Act," Strategy Science, INFORMS, vol. 2(3), pages 176-193, September.
    5. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    6. Jacob Lyngsie & Nicolai J. Foss, 2017. "The more, the merrier? Women in top‐management teams and entrepreneurship in established firms," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 487-505, March.
    7. Dabić, Marina & Stojčić, Nebojša & Simić, Marijana & Potocan, Vojko & Slavković, Marko & Nedelko, Zlatko, 2021. "Intellectual agility and innovation in micro and small businesses: The mediating role of entrepreneurial leadership," Journal of Business Research, Elsevier, vol. 123(C), pages 683-695.
    8. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    9. Vincent Larivière & Chaoqun Ni & Yves Gingras & Blaise Cronin & Cassidy R. Sugimoto, 2013. "Bibliometrics: Global gender disparities in science," Nature, Nature, vol. 504(7479), pages 211-213, December.
    10. David A. Matsa & Amalia R. Miller, 2013. "A Female Style in Corporate Leadership? Evidence from Quotas," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 136-169, July.
    11. Melero, Eduardo, 2011. "Are workplaces with many women in management run differently?," Journal of Business Research, Elsevier, vol. 64(4), pages 385-393, April.
    12. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    13. Kristina Dahlin & L. Weingart & P. Hinds, 2005. "Team diversity and information use," Post-Print hal-00480406, HAL.
    14. Criscuolo, Paola & Verspagen, Bart, 2008. "Does it matter where patent citations come from? Inventor vs. examiner citations in European patents," Research Policy, Elsevier, vol. 37(10), pages 1892-1908, December.
    15. Balsmeier, Benjamin & Fleming, Lee & Manso, Gustavo, 2017. "Independent boards and innovation," Journal of Financial Economics, Elsevier, vol. 123(3), pages 536-557.
    16. Lai Van Vo & Hazel Thu‐Hien Nguyen & Huong Thi Thu Le, 2021. "Do female CEOs make a difference in firm operations? Evidence from Vietnam," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1489-1516, April.
    17. Bernile, Gennaro & Bhagwat, Vineet & Yonker, Scott, 2018. "Board diversity, firm risk, and corporate policies," Journal of Financial Economics, Elsevier, vol. 127(3), pages 588-612.
    18. Ertac, Seda & Gurdal, Mehmet Y., 2012. "Deciding to decide: Gender, leadership and risk-taking in groups," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 24-30.
    19. Galasso, Alberto & Schankerman, Mark, 2015. "Patents and cumulative innovation: causal evidence from the courts," LSE Research Online Documents on Economics 61614, London School of Economics and Political Science, LSE Library.
    20. Sarah Kaplan & Keyvan Vakili, 2015. "The double-edged sword of recombination in breakthrough innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1435-1457, October.
    21. Boudreau, Kevin J. & Lakhani, Karim R., 2015. "“Open” disclosure of innovations, incentives and follow-on reuse: Theory on processes of cumulative innovation and a field experiment in computational biology," Research Policy, Elsevier, vol. 44(1), pages 4-19.
    22. Alcácer, Juan & Gittelman, Michelle & Sampat, Bhaven, 2009. "Applicant and examiner citations in U.S. patents: An overview and analysis," Research Policy, Elsevier, vol. 38(2), pages 415-427, March.
    23. Nina Smith & Valdemar Smith & Mette Verner, 2006. "Do women in top management affect firm performance?A panel study of 2,500 Danish firms," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 55(7), pages 569-593, October.
    24. Adams, Renée B. & Ferreira, Daniel, 2009. "Women in the boardroom and their impact on governance and performance," Journal of Financial Economics, Elsevier, vol. 94(2), pages 291-309, November.
    25. Michael Lubatkin & Zeki Simsek & Yan Ling & John F. Veiga, 2006. "Ambidexterity and Performance in Small-to Medium-Sized Firms : The Pivotal Role of Top Management Team Behavioral Integration," Post-Print hal-02311781, HAL.
    26. Magro, Edurne & Wilson, James R., 2013. "Complex innovation policy systems: Towards an evaluation mix," Research Policy, Elsevier, vol. 42(9), pages 1647-1656.
    27. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    28. Xie, Luqun & Zhou, Jieyu & Zong, Qingqing & Lu, Qian, 2020. "Gender diversity in R&D teams and innovation efficiency: Role of the innovation context," Research Policy, Elsevier, vol. 49(1).
    29. Adam B. Jaffe & Gaétan de Rassenfosse, 2017. "Patent citation data in social science research: Overview and best practices," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(6), pages 1360-1374, June.
    30. Cristian L. Dezsö & David Gaddis Ross, 2012. "Does female representation in top management improve firm performance? A panel data investigation," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1072-1089, September.
    31. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    32. Ajay Palvia & Emilia Vähämaa & Sami Vähämaa, 2015. "Are Female CEOs and Chairwomen More Conservative and Risk Averse? Evidence from the Banking Industry During the Financial Crisis," Journal of Business Ethics, Springer, vol. 131(3), pages 577-594, October.
    33. Colombelli, Alessandra & Krafft, Jackie & Quatraro, Francesco, 2013. "Properties of knowledge base and firm survival: Evidence from a sample of French manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1469-1483.
    34. Christophe Boone & Boris Lokshin & Hannes Guenter & René Belderbos, 2019. "Top management team nationality diversity, corporate entrepreneurship, and innovation in multinational firms," Strategic Management Journal, Wiley Blackwell, vol. 40(2), pages 277-302, February.
    35. J. Félix Lozano & Teresa Escrich, 2017. "Cultural Diversity in Business: A Critical Reflection on the Ideology of Tolerance," Journal of Business Ethics, Springer, vol. 142(4), pages 679-696, June.
    36. Harhoff, Dietmar & Gambardella, Alfonso & Verspagen, Bart, 2008. "The Value of European Patents," CEPR Discussion Papers 6848, C.E.P.R. Discussion Papers.
    37. Frank T. Rothaermel & David L. Deeds, 2004. "Exploration and exploitation alliances in biotechnology: a system of new product development," Strategic Management Journal, Wiley Blackwell, vol. 25(3), pages 201-221, March.
    38. Tate, Geoffrey & Yang, Liu, 2015. "Female leadership and gender equity: Evidence from plant closure," Journal of Financial Economics, Elsevier, vol. 117(1), pages 77-97.
    39. Field, Laura Casares & Souther, Matthew E. & Yore, Adam S., 2020. "At the table but can not break through the glass ceiling:Board leadership positions elude diverse directors," Journal of Financial Economics, Elsevier, vol. 137(3), pages 787-814.
    40. Hansen, Christian & Hausman, Jerry & Newey, Whitney, 2008. "Estimation With Many Instrumental Variables," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 398-422.
    41. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    42. Huang, Jiekun & Kisgen, Darren J., 2013. "Gender and corporate finance: Are male executives overconfident relative to female executives?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 822-839.
    43. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    44. Torrisi, Salvatore & Gambardella, Alfonso & Giuri, Paola & Harhoff, Dietmar & Hoisl, Karin & Mariani, Myriam, 2016. "Used, blocking and sleeping patents: Empirical evidence from a large-scale inventor survey," Research Policy, Elsevier, vol. 45(7), pages 1374-1385.
    45. Faccio, Mara & Marchica, Maria-Teresa & Mura, Roberto, 2016. "CEO gender, corporate risk-taking, and the efficiency of capital allocation," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 193-209.
    46. Talke, Katrin & Salomo, Sören & Rost, Katja, 2010. "How top management team diversity affects innovativeness and performance via the strategic choice to focus on innovation fields," Research Policy, Elsevier, vol. 39(7), pages 907-918, September.
    47. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    48. Orlando C. Richard & B. P. S Murthi & Kiran Ismail, 2007. "The impact of racial diversity on intermediate and long‐term performance: The moderating role of environmental context," Strategic Management Journal, Wiley Blackwell, vol. 28(12), pages 1213-1233, December.
    49. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    50. Somendra Narayan & Jatinder S. Sidhu & Henk W. Volberda, 2021. "From Attention to Action: The Influence of Cognitive and Ideological Diversity in Top Management Teams on Business Model Innovation," Journal of Management Studies, Wiley Blackwell, vol. 58(8), pages 2082-2110, December.
    51. Østergaard, Christian R. & Timmermans, Bram & Kristinsson, Kari, 2011. "Does a different view create something new? The effect of employee diversity on innovation," Research Policy, Elsevier, vol. 40(3), pages 500-509, April.
    52. Ashish Arora & Marco Ceccagnoli, 2006. "Patent Protection, Complementary Assets, and Firms' Incentives for Technology Licensing," Management Science, INFORMS, vol. 52(2), pages 293-308, February.
    53. Fiona Murray & Siobhán O'Mahony, 2007. "Exploring the Foundations of Cumulative Innovation: Implications for Organization Science," Organization Science, INFORMS, vol. 18(6), pages 1006-1021, December.
    54. Lanahan, Lauren & Feldman, Maryann P., 2015. "Multilevel innovation policy mix: A closer look at state policies that augment the federal SBIR program," Research Policy, Elsevier, vol. 44(7), pages 1387-1402.
    55. Yongwook Paik & Feng Zhu, 2016. "The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Industry," Organization Science, INFORMS, vol. 27(6), pages 1397-1416, December.
    56. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    57. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    58. Justin J. P. Jansen & Gerard George & Frans A. J. Van den Bosch & Henk W. Volberda, 2008. "Senior Team Attributes and Organizational Ambidexterity: The Moderating Role of Transformational Leadership," Journal of Management Studies, Wiley Blackwell, vol. 45(5), pages 982-1007, July.
    59. William Ocasio, 1997. "Towards An Attention‐Based View Of The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 187-206, July.
    60. repec:fth:prinin:455 is not listed on IDEAS
    61. Catherine M. Banbury & Will Mitchell, 1995. "The effect of introducing important incremental innovations on market share and business survival," Strategic Management Journal, Wiley Blackwell, vol. 16(S1), pages 161-182.
    62. Orietta Marsili & Ammon Salter, 2005. "'Inequality' of innovation: skewed distributions and the returns to innovation in Dutch manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 83-102.
    63. Jenny María Ruiz-Jiménez & María del Mar Fuentes-Fuentes & Matilde Ruiz-Arroyo, 2016. "Knowledge Combination Capability and Innovation: The Effects of Gender Diversity on Top Management Teams in Technology-Based Firms," Journal of Business Ethics, Springer, vol. 135(3), pages 503-515, May.
    64. Karen A. Bantel & Susan E. Jackson, 1989. "Top management and innovations in banking: Does the composition of the top team make a difference?," Strategic Management Journal, Wiley Blackwell, vol. 10(S1), pages 107-124, June.
    65. Theresa S. Cho & Donald C. Hambrick, 2006. "Attention as the Mediator Between Top Management Team Characteristics and Strategic Change: The Case of Airline Deregulation," Organization Science, INFORMS, vol. 17(4), pages 453-469, August.
    66. Triana, María del Carmen & Richard, Orlando C. & Su, Weichieh, 2019. "Gender diversity in senior management, strategic change, and firm performance: Examining the mediating nature of strategic change in high tech firms," Research Policy, Elsevier, vol. 48(7), pages 1681-1693.
    67. Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.
    68. Bessen, James, 2009. "Estimates of patent rents from firm market value," Research Policy, Elsevier, vol. 38(10), pages 1604-1616, December.
    69. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    70. Faems, Dries & Subramanian, Annapoornima M., 2013. "R&D manpower and technological performance: The impact of demographic and task-related diversity," Research Policy, Elsevier, vol. 42(9), pages 1624-1633.
    71. Gopal Krishnan & Linda Parsons, 2008. "Getting to the Bottom Line: An Exploration of Gender and Earnings Quality," Journal of Business Ethics, Springer, vol. 78(1), pages 65-76, March.
    72. H. Kevin Steensma & Mukund Chari & Ralph Heidl, 2015. "The quest for expansive intellectual property rights and the failure to disclose known relevant prior art," Strategic Management Journal, Wiley Blackwell, vol. 36(8), pages 1186-1204, August.
    73. Rosemarie Ham Ziedonis, 2004. "Don't Fence Me In: Fragmented Markets for Technology and the Patent Acquisition Strategies of Firms," Management Science, INFORMS, vol. 50(6), pages 804-820, June.
    74. Suzanne Scotchmer, 1991. "Standing on the Shoulders of Giants: Cumulative Research and the Patent Law," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 29-41, Winter.
    75. Alberto Galasso & Mark Schankerman, 2015. "Patents and Cumulative Innovation: Causal Evidence from the Courts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 317-369.
    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. Lingfu Kong & Muhammad Usman & Weili Yue & Fakhra Yasmin & Marcela Sokolova, 2024. "Leadher: role of women leadership in shaping corporate innovation," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.

    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. Christopher Kurzhals & Lorenz Graf‐Vlachy & Andreas König, 2020. "Strategic leadership and technological innovation: A comprehensive review and research agenda," Corporate Governance: An International Review, Wiley Blackwell, vol. 28(6), pages 437-464, November.
    2. Sam Arts & Lee Fleming, 2018. "Paradise of Novelty—Or Loss of Human Capital? Exploring New Fields and Inventive Output," Organization Science, INFORMS, vol. 29(6), pages 1074-1092, December.
    3. Antonio Messeni Petruzzelli & Daniele Rotolo & Vito Albino, 2014. "Determinants of Patent Citations in Biotechnology: An Analysis of Patent Influence Across the Industrial and Organizational Boundaries," SPRU Working Paper Series 2014-05, SPRU - Science Policy Research Unit, University of Sussex Business School.
    4. Tonoyan, Vartuhi & Boudreaux, Christopher J., 2023. "Gender diversity in firm ownership: Direct and indirect effects on firm-level innovation across 29 emerging economies," Research Policy, Elsevier, vol. 52(4).
    5. Ingersoll, Alicia R. & Cook, Alison & Glass, Christy, 2023. "A free solo in heels: Corporate risk taking among women executives and directors," Journal of Business Research, Elsevier, vol. 157(C).
    6. Lai Van Vo & Hazel Thu‐Hien Nguyen & Huong Thi Thu Le, 2021. "Do female CEOs make a difference in firm operations? Evidence from Vietnam," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1489-1516, April.
    7. Triana, María del Carmen & Richard, Orlando C. & Su, Weichieh, 2019. "Gender diversity in senior management, strategic change, and firm performance: Examining the mediating nature of strategic change in high tech firms," Research Policy, Elsevier, vol. 48(7), pages 1681-1693.
    8. Lagle Laidoja & Xuanye Li & Wenyuan Liu & Ting Ren, 2022. "Female Corporate Leadership and Firm Growth Strategy: A Global Perspective," Sustainability, MDPI, vol. 14(9), pages 1-14, May.
    9. Belderbos, Rene & Faems, Dries & Leten, Bart & Van Looy, Bart, 2009. "Technological activities and their impact on the financial performance of the firm: Exploitation and exploration within and between firms," MERIT Working Papers 2009-067, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    10. Amore, Mario Daniele & Garofalo, Orsola, 2016. "Executive gender, competitive pressures, and corporate performance," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PA), pages 308-327.
    11. Xing, Lu & Gonzalez, Angelica & Sila, Vathunyoo, 2021. "Does cooperation among women enhance or impede firm performance?," The British Accounting Review, Elsevier, vol. 53(4).
    12. Dirk Czarnitzki & Katrin Hussinger & Bart Leten, 2020. "How Valuable are Patent Blocking Strategies?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(3), pages 409-434, May.
    13. Gambacorta, Leonardo & Pancotto, Livia & Reghezza, Alessio & Spaggiari, Martina, 2022. "Gender diversity in bank boardrooms and green lending: Evidence from euro area credit register data," CEPR Discussion Papers 17650, C.E.P.R. Discussion Papers.
    14. Martin Kalthaus, 2020. "Knowledge recombination along the technology life cycle," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 643-704, July.
    15. Young Zik Shin & Jeung-Yoon Chang & Kyeongmin Jeon & Hyunpyo Kim, 2020. "Female directors on the board and investment efficiency: evidence from Korea," Asian Business & Management, Palgrave Macmillan, vol. 19(4), pages 438-479, September.
    16. Leone, Maria Isabella & Messeni Petruzzelli, Antonio & Natalicchio, Angelo, 2022. "Boundary spanning through external technology acquisition: The moderating role of star scientists and upstream alliances," Technovation, Elsevier, vol. 116(C).
    17. Apa, Roberta & De Noni, Ivan & Orsi, Luigi & Sedita, Silvia Rita, 2018. "Knowledge space oddity: How to increase the intensity and relevance of the technological progress of European regions," Research Policy, Elsevier, vol. 47(9), pages 1700-1712.
    18. Gaessler, Fabian & Harhoff, Dietmar & Sorg, Stefan, 2019. "Bargaining Failure and Freedom to Operate: Re-evaluating the Effect of Patents on Cumulative Innovation," Rationality and Competition Discussion Paper Series 220, CRC TRR 190 Rationality and Competition.
    19. Ron Boschma & Ernest Miguelez & Rosina Moreno & Diego B. Ocampo-Corrales, 2021. "Technological breakthroughs in European regions: the role of related and unrelated combinations," Papers in Evolutionary Economic Geography (PEEG) 2118, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.
    20. Keyvan Vakili & Sarah Kaplan, 2021. "Organizing for innovation: A contingency view on innovative team configuration," Strategic Management Journal, Wiley Blackwell, vol. 42(6), pages 1159-1183, June.

    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:183:y:2022:i:c:s0040162522004061. 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.