IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v24y2022i4d10.1007_s10668-021-01649-w.html
   My bibliography  Save this article

Exploring the impact of sustainability (ESG) disclosure on firm value and financial performance (FP) in airline industry: the moderating role of size and age

Author

Listed:
  • Yaghoub Abdi

    (Universitat Rovira i Virgili)

  • Xiaoni Li

    (Universitat Rovira i Virgili)

  • Xavier Càmara-Turull

    (Universitat Rovira i Virgili)

Abstract

This study aims at exploring the impact of ESG scores on the value and FP of firms in the airline industry. The potential moderating role of firm size and age has also been studied in an effort to disentangle their relationships in this context. In particular, the analysis involves interaction effects for two types of firms: full-service and low-cost carriers. Based on the collected data from 38 airlines worldwide for the period 2009 to 2019, we observed that contributions to governance initiatives improve a firm’s market-to-book ratio. We also found that a firm’s participation in social and environmental activities is positively and significantly rewarded by a higher level of financial efficiency. Additionally, firm size is the relevant moderator for the association between sustainability disclosure and both firm value and FP in the air transport industry. We therefore propose that a managerial strategy of participating in these initiatives may adapt them based on their total assets as proxy of firm size. In regard to firm age, we did not find it to be a significant moderator.

Suggested Citation

  • Yaghoub Abdi & Xiaoni Li & Xavier Càmara-Turull, 2022. "Exploring the impact of sustainability (ESG) disclosure on firm value and financial performance (FP) in airline industry: the moderating role of size and age," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5052-5079, April.
  • Handle: RePEc:spr:endesu:v:24:y:2022:i:4:d:10.1007_s10668-021-01649-w
    DOI: 10.1007/s10668-021-01649-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-021-01649-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-021-01649-w?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. Sandra A. Waddock & Samuel B. Graves, 1997. "The Corporate Social Performance–Financial Performance Link," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 303-319, April.
    2. Fatemi, Ali & Glaum, Martin & Kaiser, Stefanie, 2018. "ESG performance and firm value: The moderating role of disclosure," Global Finance Journal, Elsevier, vol. 38(C), pages 45-64.
    3. Ciaran Driver & Grahame Thompson, 2002. "Corporate Governance and Democracy: The Stakeholder Debate Revisited," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 6(2), pages 111-130, May.
    4. Antonio D'Amato & Camilla Falivena, 2020. "Corporate social responsibility and firm value: Do firm size and age matter? Empirical evidence from European listed companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 909-924, March.
    5. Hoje Jo & Maretno Harjoto, 2011. "Corporate Governance and Firm Value: The Impact of Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 103(3), pages 351-383, October.
    6. Malighetti, Paolo & Meoli, Michele & Paleari, Stefano & Redondi, Renato, 2011. "Value determinants in the aviation industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(3), pages 359-370, May.
    7. Giuliana Birindelli & Stefano Dell’Atti & Antonia Patrizia Iannuzzi & Marco Savioli, 2018. "Composition and Activity of the Board of Directors: Impact on ESG Performance in the Banking System," Sustainability, MDPI, vol. 10(12), pages 1-20, December.
    8. 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.
    9. McManners, Peter John, 2016. "Developing policy integrating sustainability: A case study into aviation," Environmental Science & Policy, Elsevier, vol. 57(C), pages 86-92.
    10. Borghesi, Richard & Houston, Joel F. & Naranjo, Andy, 2014. "Corporate socially responsible investments: CEO altruism, reputation, and shareholder interests," Journal of Corporate Finance, Elsevier, vol. 26(C), pages 164-181.
    11. Manuel Branco & Lúcia Rodrigues, 2006. "Corporate Social Responsibility and Resource-Based Perspectives," Journal of Business Ethics, Springer, vol. 69(2), pages 111-132, December.
    12. Forsyth, Peter, 2011. "Environmental and financial sustainability of air transport: Are they incompatible?," Journal of Air Transport Management, Elsevier, vol. 17(1), pages 27-32.
    13. Idoya Ferrero-Ferrero & María Ángeles Fernández-Izquierdo & María Jesús Muñoz-Torres, 2016. "The Effect of Environmental, Social and Governance Consistency on Economic Results," Sustainability, MDPI, vol. 8(10), pages 1-16, October.
    14. Saeidi, Sayedeh Parastoo & Sofian, Saudah & Saeidi, Parvaneh & Saeidi, Sayyedeh Parisa & Saaeidi, Seyyed Alireza, 2015. "How does corporate social responsibility contribute to firm financial performance? The mediating role of competitive advantage, reputation, and customer satisfaction," Journal of Business Research, Elsevier, vol. 68(2), pages 341-350.
    15. Mª Eugenia López‐Pérez & Iguácel Melero & F Javier Sese, 2017. "Management for Sustainable Development and Its Impact on Firm Value in the SME Context: Does Size Matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 26(7), pages 985-999, November.
    16. Amina Buallay, 2019. "Between cost and value," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 20(4), pages 481-496, June.
    17. Croissant, Yves & Millo, Giovanni, 2008. "Panel Data Econometrics in R: The plm Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i02).
    18. Seo, Kwanglim & Moon, Joonho & Lee, Seoki, 2015. "Synergy of corporate social responsibility and service quality for airlines: The moderating role of carrier type," Journal of Air Transport Management, Elsevier, vol. 47(C), pages 126-134.
    19. Amal Aouadi & Sylvain Marsat, 2018. "Do ESG Controversies Matter for Firm Value? Evidence from International Data," Post-Print halshs-02007374, HAL.
    20. Muhammad Azeem Qureshi & Sina Kirkerud & Kim Theresa & Tanveer Ahsan, 2020. "The impact of sustainability (environmental, social, and governance) disclosure and board diversity on firm value: The moderating role of industry sensitivity," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1199-1214, March.
    21. Gillan, Stuart L. & Koch, Andrew & Starks, Laura T., 2021. "Firms and social responsibility: A review of ESG and CSR research in corporate finance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    22. Marina Brogi & Valentina Lagasio, 2019. "Environmental, social, and governance and company profitability: Are financial intermediaries different?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(3), pages 576-587, May.
    23. Lee, Seoki & Seo, Kwanglim & Sharma, Amit, 2013. "Corporate social responsibility and firm performance in the airline industry: The moderating role of oil prices," Tourism Management, Elsevier, vol. 38(C), pages 20-30.
    24. Darren D. Lee & Robert W. Faff & Kim Langfield-Smith, 2009. "Revisiting the Vexing Question: Does Superior Corporate Social Performance Lead to Improved Financial Performance?," Australian Journal of Management, Australian School of Business, vol. 34(1), pages 21-49, June.
    25. Jun Xie & Wataru Nozawa & Michiyuki Yagi & Hidemichi Fujii & Shunsuke Managi, 2019. "Do environmental, social, and governance activities improve corporate financial performance?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(2), pages 286-300, February.
    26. Gupta, Manak C, 1969. "The Effect of Size, Growth, and Industry on the Financial Structure of Manufacturing Companies," Journal of Finance, American Finance Association, vol. 24(3), pages 517-529, June.
    27. Qiu, Yan & Shaukat, Amama & Tharyan, Rajesh, 2016. "Environmental and social disclosures: Link with corporate financial performance," The British Accounting Review, Elsevier, vol. 48(1), pages 102-116.
    28. Wenbin Long & Sihai Li & Huiying Wu & Xianzhong Song, 2020. "Corporate social responsibility and financial performance: The roles of government intervention and market competition," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 525-541, March.
    29. Yang, Ann Shawing & Baasandorj, Suvd, 2017. "Exploring CSR and financial performance of full-service and low-cost air carriers," Finance Research Letters, Elsevier, vol. 23(C), pages 291-299.
    30. Amir Barnea & Amir Rubin, 2010. "Corporate Social Responsibility as a Conflict Between Shareholders," Journal of Business Ethics, Springer, vol. 97(1), pages 71-86, November.
    31. Amal Aouadi & Sylvain Marsat, 2018. "Do ESG Controversies Matter for Firm Value? Evidence from International Data," Journal of Business Ethics, Springer, vol. 151(4), pages 1027-1047, September.
    32. Roberts, Robin W., 1992. "Determinants of corporate social responsibility disclosure: An application of stakeholder theory," Accounting, Organizations and Society, Elsevier, vol. 17(6), pages 595-612, August.
    33. Pavlopoulos, Athanasios & Magnis, Chris & Iatridis, George Emmanuel, 2019. "Integrated reporting: An accounting disclosure tool for high quality financial reporting," Research in International Business and Finance, Elsevier, vol. 49(C), pages 13-40.
    34. Krishna Udayasankar, 2008. "Corporate Social Responsibility and Firm Size," Journal of Business Ethics, Springer, vol. 83(2), pages 167-175, December.
    35. Park, Sungbeen & Song, Sujin & Lee, Seoki, 2017. "Corporate social responsibility and systematic risk of restaurant firms: The moderating role of geographical diversification," Tourism Management, Elsevier, vol. 59(C), pages 610-620.
    36. Pires, Heloisa Márcia & Fernandes, Elton, 2012. "Malmquist financial efficiency analysis for airlines," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(5), pages 1049-1055.
    37. Mohammad Taherdangkoo & Kamran Ghasemi & Mona Beikpour, 2017. "The role of sustainability environment in export marketing strategy and performance: a literature review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(5), pages 1601-1629, October.
    38. Hagmann, Carmen & Semeijn, Janjaap & Vellenga, David B., 2015. "Exploring the green image of airlines: Passenger perceptions and airline choice," Journal of Air Transport Management, Elsevier, vol. 43(C), pages 37-45.
    39. Theodoulidis, Babis & Diaz, David & Crotto, Federica & Rancati, Elisa, 2017. "Exploring corporate social responsibility and financial performance through stakeholder theory in the tourism industries," Tourism Management, Elsevier, vol. 62(C), pages 173-188.
    40. Moon, Joonho & Lee, Won Seok & Dattilo, John, 2015. "Determinants of the payout decision in the airline industry," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 282-288.
    41. Videras Julio R & Owen Ann L, 2006. "Public Goods Provision and Well-Being: Empirical Evidence Consistent with the Warm Glow Theory," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-40, April.
    42. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    43. Borja Diez-Cañamero & Tania Bishara & Jose Ramon Otegi-Olaso & Rikardo Minguez & José María Fernández, 2020. "Measurement of Corporate Social Responsibility: A Review of Corporate Sustainability Indexes, Rankings and Ratings," Sustainability, MDPI, vol. 12(5), pages 1-36, March.
    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. Marta Szczepańczyk & Paweł Nowodziński & Adam Sikorski, 2023. "ESG Strategy and Financial Aspects Using the Example of an Oil and Gas Midstream Company: The UNIMOT Group," Sustainability, MDPI, vol. 15(18), pages 1-24, September.
    2. Onur Bas & Tamer Aksoy, 2022. "Examining the impact of cargo and ancillary revenues on net profit for full service carrier airlines," International Journal of Business Ecosystem & Strategy (2687-2293), Bussecon International Academy, vol. 4(3), pages 48-72, July.
    3. Francesco Sica & Francesco Tajani & Mª Paz Sáez-Pérez & José Marín-Nicolás, 2023. "Taxonomy and Indicators for ESG Investments," Sustainability, MDPI, vol. 15(22), pages 1-15, November.
    4. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2022. "Does primary stakeholder management improve competitiveness? A dynamic network non-parametric frontier approach," Economic Modelling, Elsevier, vol. 116(C).
    5. Gianpaolo Iazzolino & Maria Elena Bruni & Stefania Veltri & Donato Morea & Giovanni Baldissarro, 2023. "The impact of ESG factors on financial efficiency: An empirical analysis for the selection of sustainable firm portfolios," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1917-1927, July.
    6. Yingzheng Yan & Qiuwang Cheng & Menglan Huang & Qiaohua Lin & Wenhe Lin, 2022. "Government Environmental Regulation and Corporate ESG Performance: Evidence from Natural Resource Accountability Audits in China," IJERPH, MDPI, vol. 20(1), pages 1-16, December.
    7. Victoria BOGDAN & Dorina Nicoleta POPA & Mărioara BELENEŞI, 2022. "An Empirical Study On The Influences Of Accounting Policies, Organizational Climate, And Financial Reporting Disclosures On The Performance Of Non-Financial Listed Companies," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 2(2), pages 164-175, December.
    8. Yin Shi & Xiaoni Li & Maher Asal, 2023. "Impact of sustainability on financial distress in the air transport industry: the moderating effect of Asia–Pacific," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
    9. Bhakti Agarwal & Rahul Singh Gautam & Pooja Jain & Shailesh Rastogi & Venkata Mrudula Bhimavarapu & Saumya Singh, 2023. "Impact of Environmental, Social, and Governance Activities on the Financial Performance of Indian Health Care Sector Firms: Using Competition as a Moderator," JRFM, MDPI, vol. 16(2), pages 1-11, February.
    10. Broccardo, Laura & Truant, Elisa & Dana, Léo-Paul, 2023. "The interlink between digitalization, sustainability, and performance: An Italian context," Journal of Business Research, Elsevier, vol. 158(C).
    11. Yujuan Wu & Jacquline Tham, 2023. "The Impact of Executive Green Incentives and Top Management Team Characteristics on Corporate Value in China: The Mediating Role of Environment, Social and Government Performance," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
    12. Shiyi Wu & Rui Niu, 2024. "Development of carbon finance in China based on the hybrid MCDM method," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    13. Junhua Chen & Qiaochu Li & Peng Zhang & Xinyi Wang, 2024. "Does Technological Innovation Efficiency Improve the Growth of New Energy Enterprises? Evidence from Listed Companies in China," Sustainability, MDPI, vol. 16(4), pages 1-28, February.
    14. Hebah Shalhoob & Khaled Hussainey, 2022. "Environmental, Social and Governance (ESG) Disclosure and the Small and Medium Enterprises (SMEs) Sustainability Performance," Sustainability, MDPI, vol. 15(1), pages 1-18, December.
    15. Remo-Diez, Nieves & Mendaña-Cuervo, Cristina & Arenas-Parra, Mar, 2023. "Exploring the asymmetric impact of sustainability reporting on financial performance in the utilities sector: A longitudinal comparative analysis," Utilities Policy, Elsevier, vol. 84(C).
    16. Lin Liang & Yan Li, 2023. "The double‐edged sword effect of organizational resilience on ESG performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 2852-2872, November.
    17. Kun‐Shan Wu & Bao‐Guang Chang, 2022. "The concave–convex effects of environmental, social and governance on high‐tech firm value: Quantile regression approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1527-1545, September.
    18. Faozi A. Almaqtari & Tamer Elsheikh & Omar Ikbal Tawfik & Mayada Abd El-Aziz Youssef, 2022. "Exploring the Impact of Sustainability, Board Characteristics, and Firm-Specifics on Firm Value: A Comparative Study of the United Kingdom and Turkey," Sustainability, MDPI, vol. 14(24), pages 1-27, December.
    19. Orhan Emre Elma & Željko Stević & Mahmut Baydaş, 2024. "An Alternative Sensitivity Analysis for the Evaluation of MCDA Applications: The Significance of Brand Value in the Comparative Financial Performance Analysis of BIST High-End Companies," Mathematics, MDPI, vol. 12(4), pages 1-24, February.
    20. Chen, Zhongfei & Xie, Guanxia, 2022. "ESG disclosure and financial performance: Moderating role of ESG investors," International Review of Financial Analysis, Elsevier, vol. 83(C).
    21. Yiqun Duan & Fan Yang & Lin Xiong, 2023. "Environmental, Social, and Governance (ESG) Performance and Firm Value: Evidence from Chinese Manufacturing Firms," Sustainability, MDPI, vol. 15(17), pages 1-24, August.
    22. Meltem Kılıç & Hasan Emin Gurler & Ahmet Kaya & Chang Won Lee, 2022. "The Impact of Sustainability Performance on Financial Performance: Does Firm Size Matter? Evidence from Turkey and South Korea," Sustainability, MDPI, vol. 14(24), pages 1-19, 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. Yaghoub Abdi & Xiaoni Li & Xavier Càmara-Turull, 2020. "Impact of Sustainability on Firm Value and Financial Performance in the Air Transport Industry," Sustainability, MDPI, vol. 12(23), pages 1-23, November.
    2. Yaghoub Abdi & Xiaoni Li & Xavier Càmara‐Turull, 2022. "How financial performance influences investment in sustainable development initiatives in the airline industry: The moderation role of state‐ownership," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1252-1267, October.
    3. Xiaoling Yu & Kaitian Xiao, 2022. "Does ESG Performance Affect Firm Value? Evidence from a New ESG-Scoring Approach for Chinese Enterprises," Sustainability, MDPI, vol. 14(24), pages 1-40, December.
    4. Abhishek Behl & P. S. Raghu Kumari & Harnesh Makhija & Dipasha Sharma, 2022. "Exploring the relationship of ESG score and firm value using cross-lagged panel analyses: case of the Indian energy sector," Annals of Operations Research, Springer, vol. 313(1), pages 231-256, June.
    5. Al-Shaer, Habiba & Uyar, Ali & Kuzey, Cemil & Karaman, Abdullah S., 2023. "Do shareholders punish or reward excessive CSR engagement? Moderating effect of cash flow and firm growth," International Review of Financial Analysis, Elsevier, vol. 88(C).
    6. Rui Coelho & Shital Jayantilal & Joao J. Ferreira, 2023. "The impact of social responsibility on corporate financial performance: A systematic literature review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1535-1560, July.
    7. Raymond Kwong & Man Lung Jonathan Kwok & Helen S. M. Wong, 2023. "Green FinTech Innovation as a Future Research Direction: A Bibliometric Analysis on Green Finance and FinTech," Sustainability, MDPI, vol. 15(20), pages 1-27, October.
    8. Iram Hasan & Shveta Singh & Smita Kashiramka, 2022. "Does corporate social responsibility disclosure impact firm performance? An industry-wise analysis of Indian firms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(8), pages 10141-10181, August.
    9. Sonia Boukattaya & Zyed Achour & Zeineb Hlioui, 2021. "Corporate Social Responsibility and Corporate Financial Performance: An Empirical Literature Review," Post-Print hal-03472433, HAL.
    10. Alan Kai Ming Au & Yi-Fan Yang & Huan Wang & Rui-Hong Chen & Leven J. Zheng, 2023. "Mapping the Landscape of ESG Strategies: A Bibliometric Review and Recommendations for Future Research," Sustainability, MDPI, vol. 15(24), pages 1-26, December.
    11. Lei Ruan & Heng Liu, 2021. "Environmental, Social, Governance Activities and Firm Performance: Evidence from China," Sustainability, MDPI, vol. 13(2), pages 1-16, January.
    12. Chen, Zhongfei & Xie, Guanxia, 2022. "ESG disclosure and financial performance: Moderating role of ESG investors," International Review of Financial Analysis, Elsevier, vol. 83(C).
    13. Galletta, Simona & Mazzù, Sebastiano & Naciti, Valeria, 2022. "A bibliometric analysis of ESG performance in the banking industry: From the current status to future directions," Research in International Business and Finance, Elsevier, vol. 62(C).
    14. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2022. "Does primary stakeholder management improve competitiveness? A dynamic network non-parametric frontier approach," Economic Modelling, Elsevier, vol. 116(C).
    15. Antonio D'Amato & Camilla Falivena, 2020. "Corporate social responsibility and firm value: Do firm size and age matter? Empirical evidence from European listed companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 909-924, March.
    16. Lishi Zeng & Xuemei Jiang, 2023. "ESG and Corporate Performance: Evidence from Agriculture and Forestry Listed Companies," Sustainability, MDPI, vol. 15(8), pages 1-18, April.
    17. Salma Zaiane & Dorra Ellouze, 2023. "Corporate social responsibility and firm financial performance: the moderating effects of size and industry sensitivity," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(4), pages 1147-1187, December.
    18. Champagne, Claudia & Coggins, Frank & Sodjahin, Amos, 2022. "Can extra-financial ratings serve as an indicator of ESG risk?," Global Finance Journal, Elsevier, vol. 54(C).
    19. Shakil, Mohammad Hassan, 2021. "Environmental, social and governance performance and financial risk: Moderating role of ESG controversies and board gender diversity," Resources Policy, Elsevier, vol. 72(C).
    20. Ramírez-Orellana, Alicia & Martínez-Victoria, MCarmen & García-Amate, Antonio & Rojo-Ramírez, Alfonso A., 2023. "Is the corporate financial strategy in the oil and gas sector affected by ESG dimensions?," Resources Policy, Elsevier, vol. 81(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:spr:endesu:v:24:y:2022:i:4:d:10.1007_s10668-021-01649-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.