Using a unique sample constructed by 600 investors’ responses to a structured questionnaire, we investigate the impact of behavioral biases on the investors’ investment decision making in the Pakistani equity market, as well as the roles that market anomalies and financial literacy play in the decision making process. We first document the empirical evidence to support that the behavioral biases and market anomalies are closely associated and that these two factors significantly influence the investors’ investment decision making. The additional analyses confirm the mediating roles of certain market anomalies in the association between the investors’ behavioral biases and their investment decision making. Furthermore, empirical evidence reveals that financial literacy moderates the association between behavioral biases and market anomalies, and eventually influences the investors’ investment decision making. Overall, although the results are inconclusive for the relationships between certain variables, our results highlight the importance of financial literacy in terms of optimal investment decision making of individuals and the stability of the overall stock market.
Using a unique sample of 13,412 firm-year observations from 19 countries of the emerging economies for the period of 2011 to 2019, we investigate the association between the firms’ environmental, social, and governance (ESG) performance and their value creation in the product market. Specifically, we first used the pooled OLS regression model for panel data as our baseline model and found that ESG performance (as well as its pillars) has a strong positive effect on the future value creation of the firms in the product market. We also conducted some additional analyses using various regression models, as well as adopting multiple tests for endogeneity, and the additional analyses revealed that the results are robust under different scenarios. Overall, the findings of this study highlight the importance of firm-level ESG performance for the value creation of firms in the product market in emerging economies and have theoretical and practical implications for academic researchers, market participants, and government entities in studying, evaluating, and governing firms’ ESG performance and reporting.
Equity investors value CEO social capital when pricing firm equity. When CEO social capital is high, the value relevance of the book value of equity declines, whereas the value relevance of earnings measures increases. Results are stronger for firms in high-tech industries where information asymmetries are higher. Social capital may be deconstructed into informational and reputational effects and we report that social capital is a meaningful determinant of value relevance in both scenarios. Results are robust to alternative variable definitions, controls and tests for endogeneity. The results strongly suggest that CEO social capital improves the information environment around firms, benefiting users of accounting metrics.
Using a hand-collected sample of non-financial firms listed on the Pakistan Stock Exchange (PSX) over the period of 2011–2021, we examine the joint effect of intellectual capital and innovation on the financial vulnerability of a firm, which is an important risk factor that a firm may face in its operation. We first use the static fixed-effect panel model as our baseline regression model and find that the level of intellectual capital of a firm strengthens the positive effect of the adoption of product and market innovation on reducing the financial vulnerability of the firm. We also conduct additional analyses using alternative measures of financial vulnerability, as well as various regression models, and confirm that the results are robust under different scenarios. Overall, the results highlight the positive role of the intellectual capital, as well as the joint effect of intellectual capital and innovation, in mitigating the financial vulnerability faced by a firm and thus have academic and practical implications to academic researchers and practitioners.
We investigate the effect of chief executive officer (CEO) social capital, proxied by the CEO network centrality, on the value relevance of accounting metrics for non-US firms, and the roles country-level governance attributes play during the valuation process. We find a strong positive relation between CEO social capital and the value relevance of book equity but a strong negative relation between CEO social capital and the value relevance of earning metrics. Further analysis shows that the results are robust with the use of different regression models, and that strong country-level governance quality cannot significantly alter the significant negative relation between CEO social capital and value relevance of earning metrics. Interestingly, we find that the positive relation between CEO social capital and the value relevance of book equity is weakened while the negative relation between CEO social capital and value relevance of earnings metrics is strengthened for firms in developed countries where country-level governance is stronger and institutional investors play a more important role in the market. Overall, our evidence supports the theory that CEO social capital has both “positive” and “detrimental” effects on firm and market outcomes
In this study, we utilize a unique quarterly dataset of non-GAAP earnings to re-examine the “informational” role of non-GAAP earnings from the perspective of value relevance and earnings predictability in the post-Reg G period. We find that non-GAAP earnings are more value relevant and can better predict future operating earnings of a firm compared to equivalent GAAP earnings. Additionally, we also find empirical evidence suggesting that the difference in the value relevance and earnings predictability between non-GAAP and equivalent GAAP earnings can vary across but cannot be completely mitigated by firm-level characteristics, such as the market value of equity, accruals quality, analyst coverage, and managerial ability of a firm. Moreover, our supplementary analysis reveals that the superior value relevance and predictive power of non-GAAP earnings persist even after the SEC’s release of the Compliance and Disclosure Interpretations (C&DI) in 2010. Overall, our empirical evidence suggests a superior “informational” role of non-GAAP earnings to equivalent GAAP earnings in terms of valuation and predictability on future operating performance in the post-Reg G period.
About Me
Assistant Professor of Finance, Else School of Management, Millsaps College, Jackson, Mississippi 39210, United States.
Assistant Professor of Finance, Else School of Management, Millsaps College, Jackson, Mississippi 39210, United States.