Data Envelopment Analysis of Fair Value Versus Historical Cost Accounting An Insight into Thailand's Insurance Sector
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Abstract
In today’s dynamic financial environment, several countries have harmonized their accounting standards with the International Accounting Standards Board’s International Financial Reporting Standards, leading to increasing use of fair value accounting among firms. However, the practical implications of this transition, especially for the Thai insurance sector, remain under-explored. The aim of the present study was to bridge this gap by evaluating the effect of fair value versus historical cost accounting on the financial statement analysis. Data Envelopment Analysis (DEA) constant-returns-to-scale and Malmquist DEA models were used to examine Thai insurance companies from financial years 2015 to 2019. The objectives included assessing the change in value of financial items on restatement from historical cost to fair value, evaluating the ensuing changes on the efficiency of firms, and benchmarking the firms for comparative performance evaluation. The findings obtained suggest statistically significant differences in many financial items on restatement, along with noticeable changes in firms’ efficiency scores and overall rankings. The study underscores the theoretical debate between fair value and historical cost, and suggests that fair value can be used to complement historical cost.
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References
Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078–1092. https://www.jstor.org/stable/2631725
Barth, M. E. (1994). Fair value accounting: Evidence from investment securities and the market valuation of banks. Accounting review, 69, 1–25.
Barth, M. E., Beaver, W. H., & Landsman, W. R. (2001). The relevance of the value relevance literature for financial accounting standard setting: Another view. Journal of accounting and economics, 31(1-3), 77–104. https://doi.org/10.1016/S0165-4101(01)00019-2
Buachoom, W. W. (2022). Effect of Fair Value Accounting and corporate governance on stock prices: Evidence of information efficiency in Thailand. In C. F. Lee & M. T. Yu (eds.), Advances in pacific basin business, economics and finance (pp. 209–228). Emerald Publishing Limited.
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8
Chea, A. C. (2011). Fair value accounting: Its impacts on financial reporting and how it can be enhanced to provide more clarity and reliability of information for users of financial statements. International Journal of Business and Social Science, 2(20), 12–19. https://doi:10.2139/ssrn.2365712
Cummins, J. D., & Rubio-Misas, M. (2006). Deregulation, consolidation, and efficiency: Evidence from the Spanish insurance industry. Journal of Money, Credit and Banking, 38(2), 323–355. http://dx.doi.org/10.1353/mcb.2006.0029
Fahnestock, R. T., & Bostwick, E. D. (2011). An analysis of the fair value controversy. Proceeding of ASBBS at Las Vegas, 18(1), 910–921.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253–281. https://doi.org/10.2307/2343100
Feroz, E. H., Kim, S., & Raab, R. L. (2003). Financial statement analysis: A data envelopment analysis approach. Journal of the operational Research Society, 54(1), 48–58. https://doi.org/10.1057/palgrave.jors.2601475
IFRS Foundation. (2023.). IFRS 13 fair value measurement. IFRS. https://www.ifrs.org/issued-standards/list-of-standards/ifrs-13-fair-value-measurement.html/content/dam/ifrs/publications/html-standards/english/ 2023/issued/ifrs13/
Kaffash, S., & Marra, M. (2017). Data envelopment analysis in financial services: A citations network analysis of banks, insurance companies and money market funds. Annals of Operations Research, 253(1), 307–344.
Kao, C., & Liu, S. T. (2014). Multi-period efficiency measurement in data envelopment analysis: The case of Taiwanese commercial banks. Omega, 47, 90–98. https://doi:10.1016/j.omega.2013.09.001
Landsman, W. R. (2007). Is fair value accounting information relevant and reliable? Evidence from capital market research. Accounting and Business Research, 37(Suppl. 1), 19–30. https://doi.org/10.1080/00014788.2007.9730081
Lee, K. R., Leem, B., Lee, C. W., & Lee, C. (2011). Malmquist productivity index using DEA frontier in stata. Stata Journal, 2(2), 1–9.
Menicucci, E., & Paolucci, G. (2017). Fair value accounting within a financial crisis: An examination of implications and perspectives. International Journal of Business and Social Science, 8(2), 41–56.
Novickytė, L., & Droždz, J. (2018). Measuring the efficiency in the Lithuanian banking sector: The DEA application. International journal of financial studies, 6(2), 37. https://doi.org/10.3390/ijfs6020037
Palea, V. (2014). Fair value accounting and its usefulness to financial statement users. Journal of Financial Reporting and Accounting, 12(2), 102–116. https://doi.org/10.1108/JFRA-04-2013-0021
Rahmawati, E. (2006). Support and against historical cost accounting: Is it value relevance for decision making? Journal of Accounting and Investment, 7(1), 113–125.
Rodríguez‐Pérez, G., Slof, J., Solà, M., Torrent, M., & Vilardell, I. (2011). Assessing the impact of fair‐value accounting on financial statement analysis: A data envelopment analysis approach. Abacus, 47(1), 61–84. https://doi.org/10.1111/j.1467-6281.2011.00331.x
Shanklin, S. B., Hunter, D. R., & Ehlen, C. R. (2011). A retrospective view of the IFRS conceptual path and treatment of fair value measurements in financial reporting. Journal of Business & Economics Research (JBER), 9(3), 23-28. https://doi.org/10.19030/jber.v9i3.4126
Sharif, O., Hasan, M., Kurniasari, F., Hermawan, A., & Gunardi, A. (2019). Productivity and efficiency analysis using DEA: Evidence from financial companies listed in bursa Malaysia. Management Science Letters, 9(2), 301–312. https//doi:10.5267/j.msl.2018.11.010
Sharma, K. (2018). Fair-Value Accounting and Financial Statement Analysis in Thai Insurance Companies. AJMI-ASEAN Journal of Management and Innovation, 5(2), 176-188.
Sherman, H. D., & Zhu, J. (2013). Analyzing performance in service organizations. MIT Sloan Management Review, 54(4), 36–42.
Sturm, J. E., & Williams, B. (2004). Foreign bank entry, deregulation and bank efficiency: Lessons from the Australian experience. Journal of Banking & Finance, 28(7), 1775–1799. https://doi.org/10.1016/j.jbankfin.2003.06.005
Swatdikun, T. & Ungphakorn, T. (2018). Fair value accounting of investment securities and earnings management: Empirical evidence from Thai listed companies. Kasetsart Applied Business Journal, 12(16), 1–13.
Yeh, Q. J. (1996). The application of data envelopment analysis in conjunction with financial ratios for bank performance evaluation. Journal of the Operational Research Society, 47(8), 980–988.
Zhu, N., Shah, W. U. H., Kamal, M. A., & Yasmeen, R. (2020). Efficiency and productivity analysis of Pakistan's banking industry: A DEA approach. International Journal of Finance & Economics, 26(4), 6362–6374. https://doi.org/10.1002/ijfe.2123