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GENERAL & APPLIED ECONOMICS

Does macroeconomic misery index matter in the micro firm-level earnings Management – performance nexus? Evidence from dynamic Panel threshold regression

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Article: 2289321 | Received 21 Mar 2023, Accepted 25 Nov 2023, Published online: 05 Dec 2023

References

  • Abdou, H. A., Ellelly, N. N., Elamer, A. A., Hussainey, K., & Yazdifar, H. (2021). Corporate governance and earnings management nexus: Evidence from the UK and Egypt using neural networks. International Journal of Finance & Economics, 26(4), 6281–31. https://doi.org/10.1002/ijfe.2120
  • Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968
  • Asiedu, A. M., & Mensah, E. (2023). Re-examining the corporate governance – firm performance nexus: Fresh evidence from a causal mediation analysis. Cogent Economics & Finance, 11(1), 1–25. https://doi.org/10.1080/23322039.2023.2223414
  • Barro, R. (1999, February 22). Reagan vs Clinton: Who’s the economic champ? Business Week. https://scholar.harvard.edu/files/barro/files/99_0222_reaganclinton_bw.pdf
  • Baum, C., Scaffer, M., & Stillman, S. (2007). Enhanced routines for instrumental variables/generalized method of moments estimation and testing. Stata Journal, 7(4), 465–506. https://doi.org/10.1177/1536867X0800700402
  • Beneish, M. D. (1997). Detecting GAAP violation: Implications for assessing earnings management among firms with extreme financial performance. Journal of Accounting and Public Policy, 16(3), 271–309. https://doi.org/10.1016/S0278-4254(97)00023-9
  • Bissessur, S. W. (2008). Earnings quality and earnings management: the role of accounting accruals [ PhD Thesis, Universiteit van Amsterdam]. Thela Thesis.
  • Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
  • Boachie, C., & Mensah, E. (2022). The effect of earnings management on firm performance: The moderating role of corporate governance quality. International Review of Financial Analysis, 83, 102270. https://doi.org/10.1016/j.irfa.2022.102270
  • Bond, S. R. (2002). Dynamic panel data models: A guide to micro data methods and practice. Portuguese Economic Journal, 1(2), 141–162. https://doi.org/10.1007/s10258-002-0009-9
  • Callao, S., Jarne, J. I., & Wróblewski, D. (2014a). Debates and studies on earnings management: A geographical perspective. Zeszyty Teoretyczne Rachunkowości, 75(131), 145–169. https://doi.org/10.5604/16414381.1098803
  • Callao, S., Jarne, J. I., & Wróblewski, D. (2014b). The development of earnings management research: A review of literature from three different perspectives. Zeszyty Teoretyczne Rachunkowości, 79(135), 135–177. https://doi.org/10.5604/16414381.1133395
  • Chakroun, S., Ben Amar, A., & Ben Amar, A. (2022). Earnings management, financial performance and the moderating effect of corporate social responsibility: Evidence from France. Management Research Review, 45(3), 331–362. https://doi.org/10.1108/MRR-02-2021-0126
  • Cheong, C., Hoang, H. V., & McMillan, D. (2021). Macroeconomic factors or firm-specific factors? An examination of the impact on corporate profitability before, during and after the global financial crisis. Cogent Economics & Finance, 9(1), 1–24. https://doi.org/10.1080/23322039.2021.1959703
  • Chhillar, P., & Lellapalli, R. V. (2022). Role of earnings management and capital structure in signalling early stage of financial distress: A firm life cycle perspective. Cogent Economics & Finance, 10(1), 1–22. https://doi.org/10.1080/23322039.2022.2106634
  • Cohen, D., Dey, A., & Lys, T. (2008). Real and accrual-based earnings management in the pre- and post-sarbanes-oxley periods. The Accounting Review, 83(3), 757–787. https://doi.org/10.2308/accr.2008.83.3.757
  • Cohen, I. K., Ferretti, F., McIntosh, B., & Elliott, C. (2014). Decomposing the misery index: A dynamic approach. Cogent Economics & Finance, 2(1), 1–8. https://doi.org/10.1080/23322039.2014.991089
  • Damodar, G. (2004). Basic econometrics (Vol. 4). The McGraw-Hill Companies.
  • Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. The Accounting Review, 70(2), 193–225.
  • Dittmar, A., & Mahrt-Smith, J. (2007). Corporate governance and the value of cash holdings. Journal of Financial Economics, 83(3), 599–634. https://doi.org/10.1016/j.jfineco.2005.12.006
  • Driscoll, J. C., & Kraay, A. C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics, 80(4), 549–560. https://doi.org/10.1162/003465398557825
  • Easton, P., & Harris, T. (1991). Earnings as an explanatory variable for returns. Journal of Accounting Research, 29(1), 19–36. https://doi.org/10.2307/2491026
  • Elkalla, T. (2017). An empirical investigation of earnings management in the MENA region. [ PhD Thesis, University of the West of England].
  • Feng, Z. Y., & Huang, H.-W. (2020). Corporate governance and earnings management: A quantile regression approach. International Journal of Finance & Economics, 26(4), 5056–5072. https://doi.org/10.1002/ijfe.2054
  • Filip, A., & Raffournier, B. (2014). Financial crisis and earnings management: The European evidence. The International Journal of Accounting, 49(4), 455–478. https://doi.org/10.1016/j.intacc.2014.10.004
  • Giroux, G. (2004). Detecting earnings management. John Wiley & Sons.
  • Gong, Y. F., Xia, Y. C., Xia, X. H., & Wang, Y. (2021). Management earnings forecasts bias, internal control and stock price crash risk: New evidence from China. Emerging Markets Finance & Trade, 59(8), 1–13. https://doi.org/10.1080/1540496X.2021.1931113
  • Gopalan, R., & Jayaraman, S. (2012). Private control benefits and earnings management: Evidence from insider controlled firms. Journal of Accounting Research, 50(1), 117–157. https://doi.org/10.1111/j.1475-679X.2011.00431.x
  • Gunawan, I. K., Darmawan, N. A. S., & Purnamawati, I. G. A. (2015). The influence of company size, profitability, and leverage on earnings management at manufacturing companies listed on Indonesia stock exchange (IDX). JIMAT, 3(1), 1–18. https://doi.org/10.23887/jimat.v3i1.5272
  • Hanke, S. (2017). Misery Index: The World’s Saddest (And Happiest) Countries, (Retrieved January 1, 2022). https://www.forbes.com/sites/stevehanke/2017/02/09/misery-index-ranking-the-worlds-saddest-and-happiest-countries/#165f7cd14448/
  • Hao, Y., Han, D., Ning, C., & Liao, J. (2021). Culture from overseas and corporate transparency: Evidence from China. International Journal of Finance & Economics, 26(2), 2491–2516. https://doi.org/10.1002/ijfe.1917
  • Hoque, M., Ziji, T., Dunstan, K., & Karim, A. (2012). The effect of IFRS adoption and investor protection on earnings quality around the world. The International Journal of Accounting, 47(3), 333–355. https://doi.org/10.1016/j.intacc.2012.07.003
  • Jiang, X., & Xin, B. H. (2022). Financial reporting discretion, managerial myopia, and investment efficiency. The Accounting Review, 97(2), 291–316. https://doi.org/10.2308/TAR-2017-0342
  • Jones, J. J. (1991). Earnings management during import relief investigations. Journal of Accounting Research, 29(2), 193–228. https://doi.org/10.2307/2491047
  • Jones, S. (2018). Special issue on earnings management, editorial. Abacus, 54(2), 133–135. https://doi.org/10.1111/abac.12129
  • Jorissen, A., & Otley, D. (2010). The management of accounting numbers: Case study evidence from the ‘crash’ of an airline. Accounting and Business Research, 40(1), 3–38. https://doi.org/10.1080/00014788.2010.9663382
  • Kaufmann, D., Kraay, A., & Mastruzzi, M. (2011). The worldwide governance indicators: Methodology and analytical issues. Hague Journal on the Rule of Law, 3(2), 220–246. https://doi.org/10.1017/S1876404511200046
  • Key, K. G., & Kim, J. Y. (2020). IFRS and accounting quality: Additional evidence from Korea. Journal of International Accounting, Auditing & Taxation, 39(C), 1–12. https://doi.org/10.1016/j.intaccaudtax.2020.100306
  • Khan, M. K., Nouman, M., & Imran, M. (2017). Determinants of financial performance of financial sectors (an assessment through economic value added). European Academic Research, 5(7), 3291–3328. https://www.forbes.com/sites/stevehanke/2017/02/09/misery-index-ranking-the-worlds-saddest-and-happiest-countries/#165f7cd14448
  • Kim, J. H., Lee, S. H., & Yoo, Y. K. (2020). Real earnings management and the cost of debt capital: International evidence. Asia-Pacific Journal of Accounting & Economics, 27(2), 151–172. https://doi.org/10.1080/16081625.2018.1518148
  • Kim, M. P., Pierce, S. R., & Yeung, I. (2021). Why firms announce good news late: Earnings management and financial reporting timeliness. Contemporary Accounting Research, 38(4), 2691–2722. https://doi.org/10.1111/1911-3846.12695
  • Komal, B., Bilal, E. E., Usman, A., Shahzad, M., & Sun, J. (2021). Age diversity of audit committee financial experts, ownership structure and earnings management: Evidence from China. International Journal of Financial Economics, 28(3), 1–19. https://doi.org/10.1002/ijfe.2556
  • Kothari, S. P., Laguerre, T. E., & Leone, A. J. (2002). Capitalization versus expensing: Evidence on the uncertainty of future earnings from capital expenditures versus R&D outlays. Review of Accounting Studies, 7(4), 355–382. https://doi.org/10.1023/A:1020764227390
  • Kuo, J. M., Ning, L., & Song, X. (2014). The real and accrual-based earnings management behaviors: Evidence from the split share structure reform in China. The International Journal of Accounting, 49(1), 101–136. https://doi.org/10.1016/j.intacc.2014.01.001
  • Larcker, D. F., Richardson, S. A., & Tuna, I. R. (2007). Corporate governance, accounting outcomes and organisational performance. The Accounting Review, 82(4), 963–1008.
  • Lechman, E. (2009). Okun’s and Barro’s misery index as an alternative poverty assessment tool. Recent estimations for European countries ( MPRA Paper No. 37493).
  • Lee, C. W. J., Li, L. Y., & Yue, H. (2016). Performance, growth and earnings management. Review of Accounting Studies, 11(2–3), 305–334. https://doi.org/10.1007/s11142-006-9009-9
  • Lin, Y. R., & Fu, X. M. (2017). Does institutional ownership influence firm performance? Evidence from China. International Review of Economics & Finance, 49, 17–57. https://doi.org/10.1016/j.iref.2017.01.021
  • Lin, Z., Liu, M., & Noronha, C. (2016). The impact of corporate governance on informative earnings management in the Chinese market. Abacus, 52(4), 781–781. https://doi.org/10.1111/abac.12084
  • Lovell, M. C., & Tien, P. L. (2000). Economic discomfort and consumer sentiment. Eastern Economic Journal, 26(1), 1–8. https://doi.org/10.2139/ssrn.222510
  • Luu Thu, Q. (2023). Impact of earning management and business strategy on financial distress risk of Vietnamese companies. Cogent Economics & Finance, 11(1), 1–21. https://doi.org/10.1080/23322039.2023.2183657
  • McNichols, M. F. (2000). Research design issues in earnings management studies. Journal of Accounting and Public Policy, 19(4–5), 313–345. https://doi.org/10.1016/S0278-4254(00)00018-1
  • Mensah, E., Mensah, R. O. & Danquah, D. A. (2023). A Comparison of Accruals Models in Earnings Management Determinants: Evidence from Anglophone Sub-Saharan African Countries. Published in Conference Proceedings of the 10th International Scientific Conference “Finance Economics and Tourism (FET2022)”. https://fet.unipu.hr/fet2022/about_the_conference/conference_proceedings
  • Moshi, J. A. (2016). Impact of earnings management on firm’s performance: A case study of manufacturing companies listed at the Dar-es-salaam stock exchange market [ Master’s thesis, Mzumbe University.
  • Muchtar, D., Mat nor, F., Albra, W., Arifai, M., Ahmar, A. S., & Elgammal, M. M. (2018). Dynamic performance of Indonesian public companies: An analysis of financial decision behavior. Cogent Economics & Finance, 6(1), 1–14. https://doi.org/10.1080/23322039.2018.1488343
  • Nasir, N. A. B. M., Ali, M. J., Razzaque, R. M. R., & Ahmed, K. (2018). Real earnings management and financial statement fraud: Evidence from Malaysia. International Journal of Accounting and Management, 26(4), 508–526. https://doi.org/10.1108/IJAIM-03-2017-0039
  • Nessen, R. (2008). Arthur Okun father of the misery index. The Brookings Institution.
  • Ngunjiri, G. G. (2017). The effect of earnings management on financial performance of quoted companies in Kenya [ Doctoral dissertation, University of Nairobi].
  • Nguyen, T., Locke, S., & Reddy, K. (2015). Ownership concentration and corporate performance from a dynamic perspective: Does national governance quality matter? International Review of Financial Analysis, 41(C), 148–161. https://doi.org/10.1016/j.irfa.2015.06.005
  • Oskouei, Z. H., & Sureshjani, Z. H. (2021). Studying the relationship between managerial ability and real earnings management in economic and financial crisis conditions. International Journal of Finance & Economics, 26(3), 4574–4589. https://doi.org/10.1002/ijfe.2031
  • Pae, J. (2005). Expected accrual models: The impact of operating cash flows and reversals of accruals. Review of Quantitative Finance & Accounting, 24(1), 5–22. https://doi.org/10.1007/s11156-005-5324-7
  • Pereira, T. P., & Sousa, M. (2017). Is there still a Berlin Wall in the post‐issue operating performance of European IPOs? International Journal of Finance & Economics, 22(2), 139–158. https://doi.org/10.1002/ijfe.1573
  • Pham, N., Oh, K. B., & Pech, R. (2015). Mergers and acquisitions: CEO duality, operating performance and stock returns in Vietnam. Pacific-Basin Finance Journal, 35, 298–316. https://doi.org/10.1016/j.pacfin.2015.01.007
  • Piosik, A., & Genge, E. (2020). Earnings management prior to mergers and acquisitions: The role of acquirers’ ownership structures. Evidence from Poland. Procedia Computer Science, 176, 1299–1311. https://doi.org/10.1016/j.procs.2020.09.139
  • Proimos, A. (2005). Strengthening corporate governance regulations. Journal of Investment Compliance, 6(4), 75–84. https://doi.org/10.1108/15285810510681900
  • Rezaei, F., & Roshani, M. (2012). Efficient or opportunistic earnings management with regards to the role of firm size and corporate governance practices. Interdisciplinary Journal of Contemporary Research in Business, 3(9), 1312–1322.
  • Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42(3), 335–370. https://doi.org/10.1016/j.jacceco.2006.01.002
  • Schultz, E. L., Tan, D. T., & Walsh, K. D. (2010). Endogeneity and the corporate governance – performance relation. Australian Journal of Management, 35(2), 145–163. https://doi.org/10.1177/0312896210370079
  • Seo, M. H., Kim, S., & Kim, Y.-J. (2019). Estimation of dynamic panel threshold Model using Stata. The Stata Journal, 19(3), 685–697. https://doi.org/10.1177/1536867X19874243
  • Seo, M., & Shin, Y. (2016). Dynamic panels with threshold effect and endogeneity. Journal of Econometrics, 195(2), 169–186. https://doi.org/10.1016/j.jeconom.2016.03.005
  • Shoaib, A., & Siddiqui, M. A. (2022). Earning information content changes based on accrual measures and quality measures: Evidences from member countries of Asia Pacific trade agreement. International Journal of Finance & Economics, 27(1), 1526–1546. https://doi.org/10.1002/ijfe.2229
  • Sow, I., & Tozo, K. W. (2019). The impact of corporate governance on firms’ performance and earnings management: The case of China’s listed firms. International Journal of Science and Business, 3(1), 84–96. https://doi.org/10.5281/zenodo.2550622
  • Stubben, S. R. (2010). Discretionary revenues as a measure of earnings management. The Accounting Review, 85(2), 695–717. https://doi.org/10.2308/accr.2010.85.2.695
  • Sun, E. Y. (2021). The differential role of R&D and SG&A for earnings management and stock price manipulation. Contemporary Accounting Research, 38(1), 242–275. https://doi.org/10.1111/1911-3846.12634
  • Tang, H., & Chang, C. (2013). Does corporate governance affect the relationship between earnings management and firm performance? An endogenous switching regression model. Review of Quantitative Finance & Accounting, 45(1), 33–58. https://doi.org/10.1007/s11156-013-0427-z
  • Tang, C. F., & Lean, H. H. (2009). New evidence from the misery index in the crime function. Economics Letters, 102(2), 112–115. https://doi.org/10.1016/j.econlet.2008.11.026
  • Tran, K. H., Duong, N. H., & McMillan, D. (2020). Earnings management to avoid earnings decreases and losses: Evidence from Vietnamese listed companies. Cogent Economics & Finance, 8(1), 1–23. https://doi.org/10.1080/23322039.2020.1849980
  • Wang, H., Li, Q., & Chen, Y. (2015). Earnings management, business cycle, and product market competition. China Journal of Accounting Studies, 3(2), 136–157. https://doi.org/10.1080/21697213.2015.1023694
  • Xiong, L., Xiao, L., Bai, M., Qin, Y., & Yang, L. (2022). The religion effect on corporate cash holding in China: Buddhism and Taoism. International Journal of Finance & Economics, 28(4), 1–38. https://doi.org/10.1002/ijfe.2658
  • Yang, B., & Lester, D. (1992). The misery index and an index of misery. Atlantic Economic Journal, 20(3), 98–99. https://doi.org/10.1007/BF02300179
  • Zamri, N., Rahman, R. A., & Isa, N. S. M. (2013). The impact of leverage on real earnings management. Procedia Economics and Finance, 7, 86–95. https://doi.org/10.1016/S2212-5671(13)00222-0
  • Zhou, F., Fan, Y., An, Y., & Zhong, L. (2017). Independent directors, non-controlling directors, and executive pay-for-performance sensitivity: Evidence from Chinese non-state-owned enterprises. Pacific-Basin Finance Journal, 43, 55–71. https://doi.org/10.1016/j.pacfin.2017.02.003
  • Zimon, G., Andrea, A., Hossein, T., Shahmohammadi, S., & Daneshpou, E. (2021). Earnings management, related party transactions and corporate performance: The moderating role of internal control. Risks, 9(8), 1–26. https://doi.org/10.3390/risks9080146