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Development of Risk Index and Risk Governance Index: Application in Indian Public Sector Undertakings

Author

Listed:
  • Suneel Maheshwari

    (Department of Accounting and IS, Indiana University of Pennsylvania, Indiana, PA 15705, USA)

  • Vasudha Gupta

    (Press Information Bureau Government of India, Delhi 110001, India)

  • Deepak Raghava Naik

    (Department of Management Studies, Ramaiah Institute of Technology, Bangalore 560054, India)

Abstract

The purpose of the paper is to develop a risk measure in the form of a risk index and a governance index as an indicator of the quality of governance structure. Using the Delphi technique, two indices are developed (risk index and corporate governance index (CGI)); subsequently, using the 10-year (2005–2015) data of top Indian Public Sector Undertakings (PSUs) and diff-GMM regression (to deal with endogeneity), indices have been validated. Though the data set may appear old, it has only been used to test the risk index and analyze the results. Empirical evidence on indices indicates that Indian PSUs have ‘moderate’ risk levels and ample scope for improvement in their governance structure. Further, a positive relation between governance index and returns and negative relation between risk index and returns lend credence to the indices developed in the study. Notably, the governance index appears to be a moderating variable in the relationship between risk and return. It is perhaps the first study to put forth a comprehensive measure of risk to measure risk levels of PSUs and prescribe a measure of the quality of governance structure. While constructing the CGI, certain non-compliances were observed, even in terms of mandatory requirements, such as the proportion of PSUs may take independent directors. The new datasets may further check for compliance and its effect on the results. Such infringements call for stringent penal provisions and better monitoring of PSUs. Further, if the normative frameworks are adhered to as per the study by the Securities and Exchange Board of India (SEBI) and Ministry of Corporate Affairs (MCA), more effective and efficient decisions with lower risks, and hassle-free management resulting in better return on assets and return on equity.

Suggested Citation

  • Suneel Maheshwari & Vasudha Gupta & Deepak Raghava Naik, 2022. "Development of Risk Index and Risk Governance Index: Application in Indian Public Sector Undertakings," JRFM, MDPI, vol. 15(5), pages 1-19, May.
    • Handle: RePEc:gam:jjrfmx:v:15:y:2022:i:5:p:225-:d:820205
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    References listed on IDEAS

    as
    1. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    2. Shivaani, M.V. & Agarwal, Nishant, 2020. "Does competitive position of a firm affect the quality of risk disclosure?," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    3. Kose John & Lubomir Litov & Bernard Yeung, 2008. "Corporate Governance and Risk‐Taking," Journal of Finance, American Finance Association, vol. 63(4), pages 1679-1728, August.
    4. Alessandro Hinna & Ernesto De Nito & Gianluigi Mangia, 2010. "Board of directors within public organisations: a literature review," International Journal of Business Governance and Ethics, Inderscience Enterprises Ltd, vol. 5(3), pages 131-156.
    5. Seema Gupta & P.K. Jain & Surendra S. Yadav, 2011. "Impact of MoU on financial performance of public sector enterprises in India," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 8(2), pages 263-284, November.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Jeremy Cheng & David Bennett, 2007. "Success Strategies in the Chinese Chemical Industry: A Survey and Case Study Investigations," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 5(2), pages 91-112.
    8. Carlin Wendy & Schaffer Mark & Seabright Paul, 2004. "A Minimum of Rivalry: Evidence from Transition Economies on the Importance of Competition for Innovation and Growth," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-43, September.
    9. Gautam Ahuja & Sumit Majumdar, 1998. "An Assessment of the Performance of Indian State-Owned Enterprises," Journal of Productivity Analysis, Springer, vol. 9(2), pages 113-132, March.
    10. Mansi Mansi & Rakesh Pandey & Ehtasham Ghauri, 2017. "CSR focus in the mission and vision statements of public sector enterprises: evidence from India," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 32(4/5), pages 356-377, April.
    11. Sanjay Sehgal & Muneesh Kumar & Priyanshi Gupta, 2014. "Public Sector Disinvestment in India," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 6(2), pages 181-202, May.
    12. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    13. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    14. P.K. Jain & Seema Gupta & Surendra S. Yadav, 2014. "Public Sector Enterprises in India," Springer Books, Springer, edition 127, number 978-81-322-1762-6, February.
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