Diversification Strategy and Good Governance: Does It Affect Firm’s Leverage?

Katiya Nahda, Azaria Lionara Rahmadana

Abstract


This paper aims to analyze whether firm diversification affects firm leverage in developing countries. This research model is based on the agency theory view that focuses on diversification in leverage through good governance mechanisms. The data comes from 43 companies from 215 observation companies listed on the Indonesia Stock Exchange in the 2014–2018 period, supporting the co-insurance hypothesis; our findings suggest a positive effect of diversification on debt levels. Our findings show that cost advantages occur in diversified firms, including higher debt ratios in the firm’s capital structure. These effects are more substantial when firms have better corporate governance. These findings add value to the existing literature on the relationship between firm diversification, corporate management, and leverage and can be helpful for managers and policy-makers regarding the evaluation of diversification strategy and corporate governance implementations in Indonesia that has been widely studied.


DOI: 10.26905/jkdp.v25i3.5758



Keywords


Corporate Governance, Diversification strategy, Leverage

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References


Ahuja, G., & Novelli, E. (2017). Redirecting research efforts on the diversification- performance linkage: The search for synergy. Academy of Management Annals, 11(1), 342–390. https://doi.org/10.5465/annals.2014.0079

Amihud, Y., & Lev, B. (1981). Risk reduction as a managerial motive for conglomerate mergers. Bell Journal of Economics, 12(2), 605-6017. https://doi.org/10.2307/3003575

Ammann, M., Hoechle, D., & Schmid, M. (2012). Is there really no conglomerate discount?. Journal of Business Finance and Accounting, 39(1-2), 264–288. https://doi.org/10.1111/j.1468-5957.2011.02261.x

Anderson, R. C., Bates, T. W., Bizjak, J. M., & Michael, M. L. (2000). Corporate governance and firm diversification. Financial Management, 29(1), 5–22. https://doi.org/10.2307/3666358

Barton, S. L., & Gordon, P. J. (1988). Corporate strategy and capital structure. Strategic Management Journal, 9(6), 623–632. http://dx.doi.org/10.1002/smj.4250090608

Berger, P. G., & Ofek, E. (1995). Diversification’s effect on firm value. Journal of Financial Economics, 37(1), 39-65. https://doi.org/10.1016/0304-405(94)00798-6

Berger, A. N., Hasan, I., & Zhou, M. (2010). The effects of focus versus diversification on bank performance: Evidence from Chinese banks. Journal of Banking & Finance, 34(7), 1417–1435. http://dx.doi.org/10.1016/j.jbankfin.2010.01.010.

Butt, U. (2020). Profits, financial leverage and corporate governance. International Journal of Managerial Finance, 16(2), 203–223. https://doi.org/10.1108/IJMF-03-2019-0091

Cappa, F., Cetrini, G., & Oriani, R. (2020). The impact of corporate strategy on capital structure: Evidence from Italian listed firms. Quarterly Review of Economics and Finance, 76, 379–385. https://doi.org/10.1016/j.qref.2019.09.005

Castaner, X., & Kavadis, N. (2013). Does good governance prevent bad strategy? A study of corporate governance, financial diversification, and value creation by French corporations, 2000-2006. Strategic Management Journal, 34(7), 863-876. https://jstor.org/stable/23471071

Chen, S., & Chen, I. (2012). Corporate governance and capital allocations of diversified firms. Journal of Banking and Finance, 36, 395–409. https://doi.org/10.1016/j.jbankfin.2011.07.013

Chen, C. N., & Chu, W. (2012). Diversification, resource concentration, and business group performance: Evidence from Taiwan. Asia Pacific Journal of Management, 29(4), 1045– 1061. https://doi.org/10.1007/s10490-010-9245-1

Claessens, S., & Yurtoglu, B. B. (2013). Corporate governance in emerging markets: A survey. Emerging Market Review, 15(1), 1-33. https://doi.org/10.1016.j.ememar.2012.03.002

Coleman, S., Cotei, C., & Farhat, J. (2016). The debt-equity financing decisions of US startup firms. Journal of Economics and Finance, 40(1), 105–126. http://dx.doi.org/10.1007/s12197-014-9293-3

Colli, A., & Colpan, A. M. (2016). Business groups and corporate governance: Review, synthesis, and extension. Corporate Governance: An International Review, 24(3), 274–302. https://doi.org/10.1111/corg.12144

Denis, D. J., Denis, D. K., & Yost, K. (2002). Global diversification, industrial diversification, and firm value. Journal of Finance, 57(5), 1951-1979. https://doi.org/10.1111/0022- 1082.00485

Delbufalo, E., Poggesi, S., & Borra, S. (2016). Diversification, family involvement and firm performance: Empirical evidence from Italian manufacturing firms. Journal of Management Development, 35(5), 663-680. https://doi.org/10.1108/JMD-09-2015-0129

Elsas, R., Hackethal, A., & Holzhauser, M. (2010). The anatomy of bank diversification. Journal of Banking & Finance, 34, 1274–1287. https://doi.org/10.1016/j.jbankfin.2009.11.024

Elyasiani, E., & Jia, J. (2010). Distribution of institutional ownership and corporate firm performance. Journal of Banking and Finance, 34(3), 606–620. https://doi.org/10.1016.j.jbankfin.2009.08.018

Feng, Y., Yao, S., Wang, C., Liao, J., & Cheng, F. (2021). Diversification and financialization of non-financial corporations: Evidence from China. Emerging Markets Review, https://doi.org/10.1016/j.ememar.2021.100834

Florackis, C., & Ozkan, A. (2009). Managerial incentives and corporate leverage: Evidence from the United Kingdom. Accounting & Finance, 49(3), 531-553. https://doi.org/10/1111/j.1467-629X.2009.00296.x

Franco, F., Urcan O., & Vasvari, F. P. (2010). The value of corporate diversification: A debt market perspective. Working Paper.

Frank, M. Z., & Goyal, V. K. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics, 67(2), 217-248. https://doi.org/10.1016/S0304- 405X(02)00252-0

Glaser, M., Lopez-De-Silanes, F., & Sautner, Z. (2013). Opening the Black Box: Internal capital markets and managerial power. Journal of Finance, 68(4), 1577–1631. https://doi.org/10.1111/jofi.12046

Guo, R. (2011). What drives firms to be more diversified? Journal of Finance and Accountancy, 6(1), 1–10.

Gyan, A. K., Brahmana, R., & Bakri, A. K. (2017). Diversification strategy, efficiency, and firm performance: Insight from emerging market. Research in International Business and Finance, 42, 1103–1114. https://doi.org/10.1016/j.ribaf.2017.07.045

Halabi, H., Alshehabi, A., Wood, G., Khan, Z., & Afrifa, G. (2021). The impact of international diversification on credit scores: Evidence from the UK. International Business Review, https://doi.org/10.1016/j.ibusrev.2021.101856

Hann, R. N., Ogneva M., & Ozbas, O. (2013). Corporate diversification and the cost of capital. Journal of Finance, 68(5), 1961-1999. https://doi.org/10.1111/jofi.12067

Hoang, K., Nguyen, C., & Zhang, H. (2021). How does economic policy uncertainty affect corporate diversification ? International Review of Economics and Finance, 72, 254–269. https://doi.org/10.1016/j.iref.2020.11.008.

Hund, J., Monk, D., & Tice, S. (2010). Uncertainty about average profitability and the diversification discount. Journal of Financial Economics, 96(3), 463-484. https://doi.org/10.1016/j.jfineco.2010.02.006

Jahera, J. S., & Lloyd, W. P. (1996). An empirical assessment of factors affecting corporate debt levels. Managerial Finance, 22(2), 29-38. https://doi.org/10.1108/eb018547

Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323-330. https://doi.org/10.2139/ssm.99580

Jensen, M., & Meckling, W. (1976). The theory of the firm: Managerial behavior, agency costs, and ownership structure. Journal of Financial Economics, 3(4), 305-360. https://doi.org/10.1016/0304-405X(76)90026-X

Ji, S., Mauer, D. C., & Zhang, Y. (2019). Managerial entrenchment and capital structure: The effect of. Journal of Corporate Finance, https://doi.org/10.1016/j.jcorpfin.2019.101505.

John, K., & Litov, L. P. (2010). Managerial entrenchment and capital structure: New evidence. Journal of Empirical Legal Studies, 7(4), 693–742. https://doi.org/10.1111/j.1740-1461.2010.01193.x

Jouida, S., & Hellara, S. (2018). Diversification and target leverage of financial institutions. Journal of Multinational Financial Management, 46, 11–35. https://doi.org/10.1016/j.mulfin.2018.06.001

Kuppuswamy, V., & Villalonga, B. (2016). Does diversification create value in the presence of external financing constraints? Evidence from the 2007-2009 financial crisis. Management Science, 62(4), 905–923. https://doi.org/10.2139/ssrn.1569546

La Rocca, M., La Rocca T., Gerace D., & Smark, C. (2009). Effect of diversification on capital structure. Accounting & Finance, 49(4), 799-826. https://dx.doi.org/10.1111/j.1467- 629X.2009.00304.x

La Rocca, M., La Rocca T., & Vidal, F. J. S. (2018). Multibusiness firms and performance in Italy. What role does relatedness play ? European Research on Management and Business Economics, 24(2), 63–70. https://doi.org/10.1016/j.iedeen.2018.01.001

Lee, K. T., Hooy, C. W., Hooy, & G. K. (2012). The value impact of international and industrial diversifications on public-listed firms in Malaysia. Emerging Markets Review, 13(3), 366-380. https://doi.org/10.1016/j.ememar.2012.06.001

Levinthal, D. A., & Wu, B. (2010). Opportunity costs and non-scale free capabilities: Profit maximization, corporate scope, and profit margins. Strategic Management Journal, 31(7), 780–801. https://doi.org/10.1002/smj-845

Lewellen, W. G. (1971). A pure financial rationale for the conglomerate merger. Journal of Finance, 26(2), 527-537. https://doi.org/10.1111/j.1540-6261.1971.tb00912.x

Ljubownikow, G., & Ang, S. H. (2020). Competition, diversification and performance. Journal of Business Research, 112, 81–94, https://doi.org/10.1016/j.jbusres.2020.03.002

Mackey, T. B., Barney, J. B., & Dotson, J. P. (2017). Corporate diversification and the value of individual firms: A Bayesian approach. Strategic Management Journal, 38(2), 322– 341. https://doi.org/10.1002/smj.2480

Mansi, S., & Reeb, D. (2002). Corporate diversification: What gets discounted?. Journal of Finance, 57(5), 2167-2183. https://doi.org/10.1111/0022-1082.00492

Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. American Economic Review, 48(3), pp. 261-297. https://www.jstor.org/stable/1809766

Monteforte, D., & Stagliano, R. (2015). Firm complexity and capital structure: Evidence from Italian diversified firms. Managerial and Decision Economics, 36(4), 205–220. https://doi.org/10.1002/mde.2660

Montgomery, C. A. (1982). The measurement of firm diversification: Some new empirical evidence. Academy of Management Journal, 25(2), 299-307. https://doi.org/10.2307/255992

Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. http://dx.doi.org/10.1016/0304-405X(84)90023-0

OECD. (2015). G20/OECD Principles of Corporate Governance. OECD Publishing, Paris. http://dx.doi.org/10.1787/9789264236882-en

Purkayastha, A., Pattnaik, C., & Pathak, A. A. (2021). Agency conflict in diversified business groups and performance of affiliated firms in India: Contingent effect of external constraint and internal governance. European Management Journal, https://doi.org/10.1016/j.emj.2021.05.004

Qureshi, M. A., Akhtar, W., & Imdadullah. M. (2012). Does diversification affect capital structure and profitability in Pakistan?. Asian Social Science, 8(4), 30-42. https://doi.org/10.5539/ass.v8n4p30

Rajan, R., Servaes, H., & Zingales, L. (2007). The cost of diversity: The diversification discount and inefficient investment. Journal of Finance, 55(1), 35–80. https://doi.org/10.1111/0022-1082.00200

Ramaswamy, K., Purkayastha, S., & Petitt, B. S. (2017). How do institutional transitions impact the efficacy of related and unrelated diversification strategies used by business groups? Journal of Business Research, 72, 1–13. https://10.1016/j.jbusres.2016.11.005

Sakhartov, A. V., & Folta, T. B. (2015). Getting beyond relatedness as a driver of corporate value. Strategic Management Journal, 36(13), 1939–1959. https://doi.org/10.1002/smj.2327

Scharfstein, D. S., & Jeremy, C. S. (2000). The dark side of internal capital markets: Divisional rent-seeking and inefficient investment. Journal of Finance, 55(6), 2537-2564. https://doi.org/10.1111/0022-1082.00299

Schommer, M., Richter, A., & Karna, A. (2019). Does the diversification–firm performance relationship change over time? A meta-analytical review. Journal of Management Studies, 56(1), 270–298. https://doi.org/10.1111/joms.12393

Shanker, D. (2012). Crimes of the Century: Enron. Hyperink, San Francisco.

Shleifer, A., & Vishny, R. W. (1992). Liquidation values and debt capacity: A market equilibrium approach. Journal of Finance, 47(4), 1343-1366. https://doi.org/10.1111/j.1540-6261.1992.tb04661.x

Singh, M., Davidson, W., & Suchard, J. (2003). Corporate diversification strategies and capital structure. The Quarterly Review of Economics and Finance, 43, 147–167. https://doi.org/10.1016/S1062-9769(02)00124-2

Stulz, R. (1990). Managerial discretion and optimal financing policies. Journal of Financial Economics, 26(1), 3-27. https://doi.org/10.1016/0304-405X(90)90011-N

Tate, G. A., & Yang, L. (2015). The bright side of corporate diversification: Evidence from internal labor markets. Review of Financial Studies, 28(8), 2203–2249. https://doi.org/10.1093/rfs/hhv012

Teruel, P. J. G., Solano, P. M., & Ballesta, J. P. S. (2014). Supplier financing and earnings quality. Journal of Business Finance & Accounting, 41(9-10), 1193-1211. https://doi.org/10.1111/jbfa.12090

Teruel, P. J. G., & Solano, P. M. (2005). Effects of working capital management on SME profitability . International Journal of Managerial Finance, 3(2), 164–177. http://dx.doi.org/10.1108/17439130710738718

Vijayakumaran, R. (2019). Agency costs, ownership, and internal governance mechanisms: Evidence from Chinese Listed Companies. Asian Economic and Financial Review, 9(1), 133-154. https://doi.org/10.18488/journal.aefr.2019.91.133.154

Villalonga, B. (2004). Diversification discount or premium? New evidence from the business information tracking series. Journal of Finance, 59(2), 479–506. https://doi.org/10.1111/j.1540-6261.2004.00640.x

Wang, Y., Ning, L., & Chen, J. (2014). Product diversification through licensing: Empirical evidence from Chinese firms. European Management Journal, 32(4), 577–586. https://doi.org/10.1016/j.emj.2013.09.001

Weston, J. F. (1970). The nature and significance of conglomerate firms. St. John’s Law Review, 44(5), 66-80.

Xuan, T., & Nguyen, T. (2018). Corporate governance and conglomerate diversification strategy-evidence from Vietnam. International Journal of Emerging Markets, 13(6), 1578- 1596. https://pea.lib.pte.hu/handle/pea/23361




DOI: https://doi.org/10.26905/jkdp.v25i3.5758

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Jurnal Keuangan dan Perbankan (Journal of Finance and Banking)

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