Debt and earnings management in Indonesia: An issue of free cash-flow or covenant?

Muhammad Agung Prabowo, Jaka Winarna, Y. Anni Aryani, Falikhatun Falikhatun, Evi Gantyowati

Abstract


This paper investigates the effect of corporate debt on the pattern of earnings management in Indonesia. The issues motivating the paper stems from research gap that has been left unattended. Specifically previous works has been found as failing to differentiate between trade payable and private debt and omitting the variation of liquidity, of which has been claimed as provide conditional effect to the magnitude of corporate debt. The conceptual framework borrows agency theory and follow the arguments of free-cash flow perspective as well as covenant hypothesis. Analysis is based on a sample set consisting of 497 firms engaging in manufacturing operations listed in Indonesia Stock Exchange during the period of 2009 to 2014. The results reveal that corporate debt is an important determinant of earnings management statistically and economically. The results are robust after controlling for debt specifications. Further tests reveal that the interaction between liquidity and specification of corporate debt shapes different pattern of the directions of earnings management. Yet, a due care is required in interpreting the results as this research might suffer from several shortcomings.

JEL Classifications: G32, G34, M41

 

How to Cite:

Prabowo, M. A., Winarna, J., Aryani, Y. A., Falikhatun, & Gantyowati, E.(2020). The level of debt and earnings management in Indonesia: An issue offree cash-flow or covenant? Jurnal Keuangan dan Perbankan, 24(2), 142-55.

DOI: https://doi.org/10.26905/jkdp.v24i2.4043

 


Keywords


Agency theory; Debt; Earnings management; Indonesia; Manufacturing firms

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References


Abernathy, J. L., Beyer, B., Masli, A., & Stefaniak, C. M. (2015). How the source of audit committee accounting expertise influences financial reporting timeliness. Current Issues in Auditing, 9(1), P1-P9. https://doi.org/10.2308/ciia-51030

Acharya, V. V., & Viswanathan, S. (2011). Leverage, moral hazard, and liquidity. The Journal of Finance, 66(1), 99-138. https://doi.org/10.1111/j.1540-6261.2010.01627.x

Agustia, D. (2013). Pengaruh faktor good corporate governance, free-cash-flow, dan leverage terhadap manajemen laba. Jurnal Akuntansi dan Keuangan, 15(1), 27-42. https://doi.org/10.9744/jak.15.1.27-42

Al-dhamari, R., & Ku Ismail, K. N. I. (2015). Cash holdings, political connections, and earnings quality: Some evidence from Malaysia. International Journal of Managerial Finance, 11(2), 215-231. https://doi.org/10.1108/ijmf-02-2014-0016

Arun, T. G., Almahrog, Y. E., & Aribi, Z. A. (2015). Female directors and earnings management: evidence from UK companies. International Review of Financial Analysis, 39, 137-146. https://doi.org/10.1016/j.irfa.2015.03.002

Ball, R., Li, X., & Shivakumar, L. (2015). Contractibility and transparency of financial statement information prepared under IFRS: Evidence from debt contracts around IFRS adoption. Journal of Accounting Research, 53(5), 915-963. https://doi.org/10.1111/1475-679x.12095

Bonsall, S. B., & Miller, B. P. (2017). The impact of narrative disclosure readability on bond ratings and the cost of debt. Review of Accounting Studies, 22(2), 608-643. https://doi.org/10.1007/s11142-017-9388-0

Bradley, M., & Roberts, M. R. (2015). The structure and pricing of corporate debt covenants. The Quarterly Journal of Finance, 5(02), 1550001. https://doi.org/10.1142/s2010139215500019

Butt, U. (2019). Debt covenant violation, competition, and cost of new debt. Australian Journal of Management, 44(2), 163-187. https://doi.org/10.1177/0312896218805789

Carmo, C. R., Moreira, J. A. C., & Miranda, M. C. S. (2016). Earnings quality and cost of debt: evidence from Portuguese private companies. Journal of Financial Reporting and Accounting, 14(2), 178-197. https://doi.org/10.1108/jfra-08-2014-0065

Chay, J., Park, S. H., Kim, S., & Suh, J. (2015). Financing hierarchy: Evidence from quantile regression. Journal of Corporate Finance, 33, 147-163. https://doi.org/10.1016/j.jcorpfin.2015.06.004

Chen, W., Hribar, P., Melessa, S. (2018). Incorrect inferences when using residuals as dependent variables. Journal of Accounting Research 56(3), 751-796.

https://doi.org/10.1111/1475-679x.12195

Choi, H., & Suh, J. (2017). Investment financing: evidence from Korea. Accounting & Finance, 57, 147-184. https://doi.org/10.1111/acfi.12143

Choi, J., & Richardson, M. (2016). The volatility of a firm's assets and the leverage effect. Journal of Financial Economics, 121(2), 254-277. https://doi.org/10.1016/j.jfineco.2016.05.009

Choi, P. M. S., Chung, C. Y., & Liu, C. (2018). Self-attribution of overconfident CEOs and asymmetric investment-cash flow sensitivity. The North American Journal of Economics and Finance, 46, 1-14. https://doi.org/10.1016/j.najef.2017.10.008

Christensen, H. B., Nikolaev, V. V., & Wittenberg-Moerman, R. (2016). Accounting information in financial contracting: The incomplete contract theory perspective. Journal of Accounting Research, 54(2), 397-435. https://doi.org/10.1111/1475-679x.12108

Coffee Jr, J. C. (1984). Market failure and the economic case for a mandatory disclosure system. Virginia Law Review, 70(4), 717. https://doi.org/10.2307/1073083

Cohen, M., Katz, S. P., Mutlu, S., & Sadka, G. (2018). Do debt covenants constrain borrowings prior to violation? Evidence from SFAS 160. The Accounting Review, 94(2), 133-156. https://doi.org/10.2308/accr-52204

Cooper, D. R., & Schindler, P. S. (2003). Business Research Methods. 8th edition. Boston, MA: McGraw Hill.

Demerjian, P. R. (2017). Uncertainty and debt covenants. Review of Accounting Studies, 22(3), 1156-1197. https://doi.org/10.1007/s11142-017-9409-z

Devos, E., Rahman, S., & Tsang, D. (2017). Debt covenants and the speed of capital structure adjustment. Journal of Corporate Finance, 45, 1-18. https://doi.org/10.1016/j.jcorpfin.2017.04.008

Donaldson, T. (2013). Corporate governance. International Encyclopedia of Ethics.

Eliwa, Y., Gregoriou, A., & Paterson, A. (2019). Accruals quality and the cost of debt: the European evidence. International Journal of Accounting & Information Management, 27(2), 333-351. https://doi.org/10.1108/ijaim-01-2018-0008

Freudenberg, F., Imbierowicz, B., Saunders, A., & Steffen, S. (2017). Covenant violations and dynamic loan contracting. Journal of Corporate Finance, 45, 540-565. https://doi.org/10.1016/j.jcorpfin.2017.05.009

Fung, S. Y., & Goodwin, J. (2013). Short-term debt maturity, monitoring and accruals-based earnings management. Journal of Contemporary Accounting & Economics, 9(1), 67-82. https://doi.org/10.1016/j.jcae.2013.01.002

Gombola, M. J., Ho, A. Y.-F., & Huang, C.-C. (2016). The effect of leverage and liquidity on earnings and capital management: Evidence from US commercial banks. International Review of Economics & Finance, 43, 35-58. https://doi.org/10.1016/j.iref.2015.10.030

Gottardo, P., & Moisello, A. M. (2019). Equity and bond issues and earnings management practices. Book Chapter in Capital Structure, Earnings Management, and Risk of Financial Distress. Springer. https://doi.org/10.1007/978-3-030-00344-9_4

Gu, Y., Mao, C. X., & Tian, X. (2017). Banks’ interventions and firms’ innovation: Evidence from debt covenant violations. The Journal of Law and Economics, 60(4), 637-671. https://doi.org/10.1086/696703

Ha, J. (2019). Agency costs of free-cash-flow and conditional conservatism. Advances in Accounting, 46, 100417. https://doi.org/10.1016/j.adiac.2019.04.002

Habib, A., Bhuiyan, B. U., & Islam, A. (2013). Financial distress, earnings management, and market pricing of accruals during the global financial crisis. Managerial Finance, 39(2), 155-180. https://doi.org/10.1108/03074351311294007

Haga, J., Höglund, H., & Sundvik, D. (2018). Stock market listing status and real earnings management. Journal of Accounting and Public Policy, 37(5), 420-435. https://doi.org/10.1016/j.jaccpubpol.2018.09.002

Hillier, D., Martínez, B., Patel, P. C., Pindado, J., & Requejo, I. (2018). Pound of flesh? Debt contract strictness and family firms. Entrepreneurship Theory and Practice, 42(2), 259-282. https://doi.org/10.1177/1042258717748933

Hribar, P., & Collins, D. W. (2002). Errors in estimating accruals: Implications for empirical research. Journal of Accounting Research, 40(1), 105-134. https://doi.org/10.1111/1475-679x.00041

Hsieh, C. C., & Wu, S. J. (2012). Monitoring the monitors: The effect of banking industry reform on earnings management behavior in an emerging market. Corporate Governance: An International Review, 20(5), 451-473. https://doi.org/10.1111/j.1467-8683.2012.00920.x

Hussain, N., Rigoni, U., & Cavezzali, E. (2018). Does it pay to be sustainable? Looking inside the black box of the relationship between sustainability performance and financial performance. Corporate Social Responsibility and Environmental Management, 25(6), 1198-1211. https://doi.org/10.1002/csr.1631

Jha, A., Shankar, S., & Prakash, A. (2015). Effect of bank monitoring on earnings management of the borrowing firm: An empirical investigation. Journal of Financial Research, 38(2), 219-254. https://doi.org/10.1111/jfir.12055

Jones, J. J. (1991). Earnings management during import relief investigations. Journal of Accounting Research, 29(2), 193-228. https://doi.org/10.2307/2491047

Kadioglu, E., & Yilmaz, E. A. (2017). Is the free-cash-flow hypothesis valid in Turkey? Borsa Istanbul Review, 17(2), 111-116. https://doi.org/10.1016/j.bir.2016.12.001

Kiswanto, K., & Fitriani, N. (2019). The influence of earnings management and asymmetry information on the cost of equity capital moderated by disclosure level. Jurnal Keuangan dan Perbankan, 23(1), 123-137. https://doi.org/10.26905/jkdp.v23i1.1926

Lazzem, S., & Jilani, F. (2018). The impact of leverage on accrual-based earnings management: The case of listed French firms. Research in International Business and Finance, 44, 350-358.

Long, L., Tsui, A. K., & Zhang, Z. (2014). Conditional heteroscedasticity with leverage effect in stock returns: Evidence from the Chinese stock market. Economic Modelling, 37, 89-102. https://doi.org/10.1016/j.econmod.2013.11.002

Lopez-Gracia, J., & Mestre-Barbera, R. (2015). On the relevance of agency conflicts in SME debt maturity structure. Journal of Small Business Management, 53(3), 714-734. https://doi.org/10.1111/jsbm.12083

Lyu, H., & Yang, C. (2019). Third-party underwriting and its effects on credit spreads and earnings management: Evidence from China’s financial bond market. China Finance Review International, 10(1), 75-94. https://doi.org/10.1108/cfri-07-2018-0067

Ntim, C. G., Lindop, S., Osei, K. A., & Thomas, D. A. (2015). Executive compensation, corporate governance, and corporate performance: A simultaneous equation approach. Managerial and Decision Economics, 36(2), 67-96. https://doi.org/10.1002/mde.2653

Ortiz-Molina, H., & Phillips, G. M. (2014). Real asset illiquidity and the cost of capital. Journal of Financial and Quantitative Analysis, 49(1), 1-32. https://doi.org/10.1017/s0022109014000210

Paik, D. G., Hamilton, T., Lee, B. B., & Yoon, S. W. (2019). Loan purpose and accounting based debt covenants. Review of Accounting and Finance, 18(2), 321-343.

https://doi.org/10.1108/raf-10-2017-0194

Park, K., & Jang, S. S. (2013). Capital structure, free-cash-flow, diversification, and firm performance: A holistic analysis. International Journal of Hospitality Management, 33, 51-63. https://doi.org/10.1016/j.ijhm.2013.01.007

Puspita, P., & Astika, I. B. P. (2015). Moderasi Good corporate governance pada pengaruh antara leverage dan manajemen laba. E-Jurnal Akuntansi, 752-769.

Rashid, A. (2015). Revisiting agency theory: Evidence of board independence and agency cost from Bangladesh. Journal of Business Ethics, 130(1), 181-198. https://doi.org/10.1007/s10551-014-2211-y

Rashid, A. (2016). Managerial ownership and agency cost: evidence from Bangladesh. Journal of business ethics, 137(3), 609-621. https://doi.org/10.1007/s10551-015-2570-z

Risdawaty, I. M. E., & Subowo, S. (2015). Pengaruh struktur modal, ukuran perusahaan, asimetri informasi, dan profitabilitas terhadap kualitas laba. Jurnal Dinamika Akuntansi, 7(2), 109-118.

Roberts, M. R. (2015). The role of dynamic renegotiation and asymmetric information in financial contracting. Journal of Financial Economics, 116(1), 61-81. https://doi.org/10.1016/j.jfineco.2014.11.013

Rosena, A. D., Mulyani, S. D., & Prayogo, B. (2016). Pengaruh kualitas audit dan leverage terhadap manajemen laba dengan ukuran perusahaan sebagai variabel pemoderasi. Jurnal Magister Akuntansi Trisakti, 3(1), 21-42. https://doi.org/10.25105/jmat.v3i1.4964

Ruch, G. W., & Taylor, G. (2015). Accounting conservatism: A review of the literature. Journal of Accounting Literature, 34, 17-38. https://doi.org/10.1016/j.acclit.2015.02.001

Ryzhenkov, M. (2016). Resource misallocation and manufacturing productivity: The case of Ukraine. Journal of Comparative Economics, 44(1), 41-55. https://doi.org/10.1016/j.jce.2015.12.003

Sitompul, A., Purwohedi, U., & Warokka, A. (2017). Manajemen laba: Bagaimana dampaknya terhadap IPO underpricing. Jurnal Keuangan dan Perbankan, 21(2), 228-237. https://doi.org/10.26905/jkdp.v21i2.573

Uras, B. R. (2014). Corporate financial structure, misallocation and total factor productivity. Journal of Banking & Finance, 39, 177-191. https://doi.org/10.1016/j.jbankfin.2013.11.011

Vander Bauwhede, H., De Meyere, M., & Van Cauwenberge, P. (2015). Financial reporting quality and the cost of debt of SMEs. Small Business Economics, 45(1), 149-164. https://doi.org/10.1007/s11187-015-9645-1

Zhang, Y., Perols, J., Robinson, D., & Smith, T. (2018). Earnings management strategies to maintain a string of meeting or beating analyst expectations. Advances in accounting, 43, 46-55. https://doi.org/10.1016/j.adiac.2018.09.001




DOI: https://doi.org/10.26905/jkdp.v24i2.4043

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