IDEAS home Printed from https://ideas.repec.org/a/ddj/fseeai/y2018i2p38-47.html
   My bibliography  Save this article

Multifactor Model for Estimation of Tobin’s Q for Listed Firms

Author

Listed:
  • Talwar SHALINI

    ( K J Somaiya Institute of Management Studies and Research, Mumbai, India)

Abstract

This research examines the effect of firms efficiency in asset utilzation(ROA), leverage(debt/equity ratio), dividend decision and corporate governance on the firm value measured through Tobin’s Q for listed Indian firms in FMCG, Auto and IT sector using quarterly accounting data collected for period from 2004 through 2017. The study has examined a multi-factor model by applying multiple linear regression to identify the model for estimation of Tobin’s Q. The results reveal that the explanatory variables for predicting firm value for the auto sector are ROA, debt equity ratio and dividend payout ratio, for the FMCG sector, debt equity ratio, dividend payout ratio and governance score and for the IT sector are ROA, debt equity ratio, dividend payout ratio and governance score are the statistically significant explanatory variables for modelling Tobin’s Q. As the statistically significant predictors for Tobin’s Q are different for IT, auto and FMCG sectors, a key implication of this study is that it is not very useful to apply a common model for predicting Tobin’s Q for all firms.

Suggested Citation

  • Talwar SHALINI, 2018. "Multifactor Model for Estimation of Tobin’s Q for Listed Firms," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 2, pages 38-47.
    • Handle: RePEc:ddj:fseeai:y:2018:i:2:p:38-47
    DOI: 10.26397/eai158404095
    as

    Download full text from publisher

    File URL: http://www.eia.feaa.ugal.ro/images/eia/2018_2/Shalini.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.26397/eai158404095?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
    ---><---

    References listed on IDEAS

    as
    1. Sanjay Kallapur & Mark A. Trombley, 1999. "The Association Between Investment Opportunity Set Proxies and Realized Growth," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(3‐4), pages 505-519, April.
    2. Holderness, Clifford G. & Sheehan, Dennis P., 1988. "The role of majority shareholders in publicly held corporations : An exploratory analysis," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 317-346, January.
    3. Lindenberg, Eric B & Ross, Stephen A, 1981. "Tobin's q Ratio and Industrial Organization," The Journal of Business, University of Chicago Press, vol. 54(1), pages 1-32, January.
    4. Yves Bozec & Richard Bozec & Mohamed Dia, 2010. "Overall governance, firm value and deviation from one share: one vote principle," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 6(4), pages 305-328, September.
    5. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    6. Peter C. B. Phillips, 1998. "New Tools for Understanding Spurious Regressions," Econometrica, Econometric Society, vol. 66(6), pages 1299-1326, November.
    7. Ronald C. Anderson & David M. Reeb, 2003. "Founding-Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1327, June.
    8. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
    9. Bhaskar Bagchi, 2014. "Modelling working capital management for Indian fast moving consumer goods firms," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 7(4), pages 383-403.
    10. Sanjay Kallapur & Mark A. Trombley, 1999. "The Association Between Investment Opportunity Set Proxies and Realized Growth," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(3-4), pages 505-519.
    11. Paulo J. Maçãs Nunes & Zélia M. Serrasqueiro & Tiago N. Sequeira, 2007. "Profitability in Portuguese service industries: a panel data approach," The Service Industries Journal, Taylor & Francis Journals, vol. 29(5), pages 693-707, May.
    12. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    13. Peter Klein & Daniel Shapiro & Jeffrey Young, 2005. "Corporate Governance, Family Ownership and Firm Value: the Canadian evidence," Corporate Governance: An International Review, Wiley Blackwell, vol. 13(6), pages 769-784, November.
    14. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    15. Godfrey, Leslie G, 1978. "Testing against General Autoregressive and Moving Average Error Models When the Regressors Include Lagged Dependent Variables," Econometrica, Econometric Society, vol. 46(6), pages 1293-1301, November.
    16. Ronald C. Anderson & David M. Reeb, 2003. "Founding‐Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1328, June.
    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. Theophilus Lartey & Diana Owusu Yirenkyi & Samuel Adomako & Albert Danso & Joseph Amankwah‐Amoah & Ashraful Alam, 2020. "Going green, going clean: Lean‐green sustainability strategy and firm growth," Business Strategy and the Environment, Wiley Blackwell, vol. 29(1), pages 118-139, January.
    2. San Martin-Reyna, J.M. & Duran-Encalada, Jorge A., 2012. "The relationship among family business, corporate governance and firm performance: Evidence from the Mexican stock exchange," Journal of Family Business Strategy, Elsevier, vol. 3(2), pages 106-117.
    3. Mauro Romano & Christian Favino & Luca Pennacchio & Francesco Grimaldi, 2020. "CEO social capital in family businesses and its effect on investment opportunities: Asset or liability?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(5), pages 2004-2015, September.
    4. repec:agr:journl:v:4(621):y:2019:i:4(621):p:93-110 is not listed on IDEAS
    5. 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.
    6. Anderson, Ronald W. & Hamadi, Malika, 2009. "Large powerful shareholders and cash holding," LSE Research Online Documents on Economics 24422, London School of Economics and Political Science, LSE Library.
    7. Christian Weiss & Stefan Hilger, 2012. "Ownership concentration beyond good and evil: is there an effect on corporate performance?," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 16(4), pages 727-752, November.
    8. Russell Davidson & Victoria Zinde‐Walsh, 2017. "Advances in specification testing," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(5), pages 1595-1631, December.
    9. Zhou, Yue Maggie & Li, Xiaoyang & Svejnar, Jan, 2011. "Subsidiary divestiture and acquisition in a financial crisis: Operational focus, financial constraints, and ownership," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 272-287, April.
    10. ElBannan, Mona A., 2017. "Stock market liquidity, family ownership, and capital structure choices in an emerging country," Emerging Markets Review, Elsevier, vol. 33(C), pages 201-231.
    11. Danny Miller & Isabelle Le Breton–Miller, 2011. "Governance, Social Identity, and Entrepreneurial Orientation in Closely Held Public Companies," Entrepreneurship Theory and Practice, , vol. 35(5), pages 1051-1076, September.
    12. Le Hoang Phong & Dang Thi Bach Van & Ho Hoang Gia Bao, 2018. "The Role of Globalization on CO2 Emission in Vietnam Incorporating Industrialization, Urbanization, GDP per Capita and Energy Use," International Journal of Energy Economics and Policy, Econjournals, vol. 8(6), pages 275-283.
    13. Lozano, M. Belén & Yaman, Serhat, 2020. "The determinants of cash flow sensitivity of cash: The family ownership effect," Research in International Business and Finance, Elsevier, vol. 53(C).
    14. Adhikari, Hari P. & Sutton, Ninon K., 2016. "All in the family: The effect of family ownership on acquisition performance," Journal of Economics and Business, Elsevier, vol. 88(C), pages 65-78.
    15. Niaz Morshed & Mohammad Razib Hossain, 2022. "Causality analysis of the determinants of FDI in Bangladesh: fresh evidence from VAR, VECM and Granger causality approach," SN Business & Economics, Springer, vol. 2(7), pages 1-28, July.
    16. Pradiptarathi PANDA & Jinesh PANCHALI, 2019. "Corporate ownership structure and performance: An enquiry into India," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(621), W), pages 93-110, Winter.
    17. Mona Mortazian & Seyedeh Asieh H. Tabaghdehi & Bryan Mase, 2019. "Large Shareholding and Firm Value in the Alternative Investment Market (AIM)," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 26(2), pages 229-252, June.
    18. Carney, Michael & Duran, Patricio & van Essen, Marc & Shapiro, Daniel, 2017. "Family firms, internationalization, and national competitiveness: Does family firm prevalence matter?," Journal of Family Business Strategy, Elsevier, vol. 8(3), pages 123-136.
    19. repec:hal:spmain:info:hdl:2441/eu4vqp9ompqllr09iguam2l20 is not listed on IDEAS
    20. Peter J. Baldacchino & Annette Gauci & Simon Grima, 2019. "Family Influence in Maltese Listed Companies: The Implications on Corporate Governance," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 85-112.
    21. Markin, Erik T. & Skorodziyevskiy, Vitaliy & Zhu, Lina & Chrisman, James J. & Fang, Hanqing “Chevy”, 2022. "Lone-founder firms in China: Replicating Miller et al. (2007) in a different context," Journal of Family Business Strategy, Elsevier, vol. 13(4).
    22. Hamadi, Malika & Heinen, Andréas, 2015. "Firm performance when ownership is very concentrated: Evidence from a semiparametric panel," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 172-194.

    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:ddj:fseeai:y:2018:i:2:p:38-47. 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: Gianina Mihai (email available below). General contact details of provider: https://edirc.repec.org/data/fegalro.html .

    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.