The Impact of Unconditional and Conditional Conservatism on Cost of Equity Capital: A Quantile Regression Approach for MENA Countries

Maha Khalifa, Bendjenna Hakim, K. Hussainey
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Abstract

Prior empirical studies have investigated the economic consequences of accounting conservatism by examining its impact on the cost of equity capital (COEC). However, findings are not conclusive. We assume that inconsistent results of such association may be attributed to the regression models used in data analysis. To address this issue, we re-examine the effect of different dimension of accounting conservatism: unconditional conservatism (U_CONS) and conditional conservatism (C_CONS) on the COEC for a sample of listed firms from Middle Eastern and North Africa (MENA) countries, applying quantile regression (QR) approach developed by Koenker and Basset (1978). While classical ordinary least square (OLS) method is widely used in empirical accounting research, however it may produce inefficient and bias estimates in the case of departures from normality or long tail error distribution. QR method is more powerful than OLS to handle this kind of problem. It allows the coefficient on the independent variables to shift across the distribution of the dependent variable whereas OLS method only estimates the conditional mean effects of a response variable. We find as predicted that U_CONS has a significant positive effect on the COEC however, C_CONS has a negative impact. Findings suggest also that the effect of the two dimensions of accounting conservatism differs considerably across COEC quantiles. Comparing results from QR method with those of OLS, this study throws more lights on the association between accounting conservatism and COEC.
无条件和条件保守主义对权益资本成本的影响:中东和北非国家的分位数回归方法
先前的实证研究通过检验会计稳健性对权益资本成本(COEC)的影响来调查会计稳健性的经济后果。然而,研究结果并不是决定性的。我们假设这种关联的不一致结果可能归因于数据分析中使用的回归模型。为了解决这一问题,我们采用Koenker和Basset(1978)开发的分位数回归(QR)方法,对中东和北非(MENA)国家上市公司样本重新审视会计稳健性的不同维度:无条件稳健性(U_CONS)和条件稳健性(C_CONS)对COEC的影响。经典的普通最小二乘(OLS)方法在实证会计研究中得到了广泛的应用,但在偏离正态分布或长尾误差分布的情况下,它可能产生低效和偏倚的估计。QR法在处理这类问题时比OLS法更有效。它允许自变量的系数在因变量的分布中移动,而OLS方法只估计响应变量的条件平均效应。我们发现,正如预测的那样,U_CONS对COEC有显著的正向影响,而C_CONS对COEC有负向影响。研究结果还表明,会计稳健性的两个维度的影响在COEC分位数中差异很大。本研究将QR法的结果与OLS法的结果进行比较,进一步揭示了会计稳健性与COEC之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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