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This study aims to examine the impact of board characteristics on firm performance while also exploring the influential mechanisms that help Chinese listed companies establish effective boards of directors and strengthen their corporate governance mechanisms.

This paper uses machine learning methods to investigate the predictive ability of the board of directors' characteristics on firm performance based on the data from Chinese A-share listed companies on the Shanghai and Shenzhen stock exchanges in China during 2008–2021. This study further analyzes board characteristics with relatively strong predictive ability and their predictive models on firm performance.

The results show that nonlinear machine learning methods are more effective than traditional linear models in analyzing the impact of board characteristics on Chinese firm performance. Among the series characteristics of the board of directors, the contribution ratio in prediction from directors compensation, director shareholding ratio, the average age of directors and directors' educational level are significant, and these characteristics have a roughly nonlinear correlation to the prediction of firm performance; the improvement of the predictive ability of board characteristics on firm performance in state-owned enterprises in China performs better than that in private enterprises.

The findings of this study provide valuable suggestions for enriching the theory of board governance, strengthening board construction and optimizing the effectiveness of board governance. Furthermore, these impacts can serve as a valuable reference for board construction and selection, aiding in the rational selection of boards to establish an efficient and high-performing board of directors.

The study findings unequivocally demonstrate the superiority of nonlinear machine learning approaches over traditional linear models in examining the relationship between board characteristics and firm performance in China. Within the suite of board characteristics, director compensation, shareholding ratio, average age and educational level are particularly noteworthy, consistently demonstrating strong, nonlinear associations with firm performance. Within the suite of board characteristics, director compensation, shareholding ratio, average age and educational level are particularly noteworthy, consistently demonstrating strong, nonlinear associations with firm performance. The study reveals that the predictive performance of board attributes is generally more robust for state-owned enterprises in China in comparison to their counterparts in the private sector.

This study aims to investigate the direct nexus between board characteristics, corporate social responsibility (CSR) disclosure and the cost of equity capital (CEQ). This is done by using agency theory, stakeholder theory and signalling theory, followed by an investigation into the indirect mediation impact of CSR disclosure in the board characteristics-CEQ nexus. It intends to present new experimental evidence from Jordan’s developing economy.

The study’s target population was services companies registered on the Amman Stock Exchange (ASE) between 2012 and 2020. As a result, the population and sampling of this study are represented by all services companies for whom complete data are available over the period, with a total of 43 services companies yielding 387 company-year observations. Data for our study were obtained from their annual disclosures and the ASE’s database.

The main findings demonstrated that board size, board gender variety and the number of board sessions positively affect CSR disclosure significantly. In addition, three board characteristics (i.e. board size, board independence and board gender variety) significantly negatively affect CEQ. Besides, CSR disclosure significantly negatively affects CEQ and it fully mediates the relationship between two board characteristics (i.e. board size and board gender variety) and CEQ, whereas it partially mediates the nexus between board independence, CEO/Chairman duality and the number of board sessions of board characteristics and CEQ.

This study varies from earlier studies, in that it builds a new research model by looking at the mediating role of CSR disclosure in the nexus among board characteristics and the CEQ.

The objectives of this paper are to examine the level of environmental disclosure in annual reports made by Malaysian public listed companies for the year ended 2009, and to investigate whether there are any relationships between board characteristics (board size and board independence), firm characteristics (business type) and human capital characteristics (age, knowledge background and proportion of female directors) and environmental disclosure in Malaysian public listed companies' annual reports for the year ended 2009.

The study constructs the environmental disclosure index with 11 disclosure themes based on research by Sharifah et al. to determine the environmental disclosure level. The study uses content analysis to find the environmental disclosure items and constructs an environmental disclosure index from the companies' annual reports. Hierarchical regression analysis is used to examine the relationships between the environmental disclosure index and board characteristics (board size and board independence), firm characteristics (business type) and human capital characteristics (age, knowledge background and proportion of female directors).

The results of the study reveal that there is a significant relationship between the existence of an independent non-executive chairman, the chairperson's age, the existence of a CEO with a law background and the industry type with the extent of environmental disclosure. The industry type is found to be the most significant variable that influences the level of environmental disclosure in Malaysian public listed companies for the year ended 2009.

The findings are limited to Malaysian public listed companies for the year January to December 2009. The source of the data used in this study is companies' annual reports only. This study has several implications that may apply in many countries, irrespective of whether they are developing or developed countries. First, it provides strong evidence to show that boards of directors and human capital are significant variables in the extent of disclosure. Second, it is useful to managers, especially to boards of directors in Malaysia, in identifying board characteristics and human capital characteristics that could improve companies' environmental activities; these could be disclosed in the interest of stakeholders and the public's environmental concern. Third, this study can also be used as an initial step for companies in to be involved in environmental activities. Prior studies have proved that these activities could enhance companies' image and reputation and could offer financial benefits to the business.

The study extends the previous studies by the inclusion of human capital characteristics as a factor that influences environmental reporting in Malaysia. This study has demonstrated that to mitigate the agency problems between firms and shareholders, society and stakeholders, and particularly environmental impact, the inclusion of human capital characteristics as an indicator may help to reduce expected costs and negative impacts on firm value, and may also demonstrate to society and the company's stakeholders that individual firms are doing their part to help solve society's social and environmental problems through additional disclosures.

The direct nexus between board characteristics, earnings management (EM) practices and dividend payout is examined in this study, followed by an examination of the indirect mediation impact of EM practices in the nexus between board characteristics and dividend payout. It aims to provide new empirical evidence from the Jordanian market, which is an emerging market.

The study population consists of all service firms that were listed on the Amman Stock Exchange (ASE) between 2012 and 2019. Due to the lack of availability of their complete data during the period, four service firms were omitted from the population; hence, a sample of 43 service firms was acquired over the time frame (2012–2019), yielding a total of 344 firm-year observations. Moreover, panel data analysis was employed in this study, and data for the study were acquired from yearly reports as well as the ASE's database.

Based on the GMM estimator findings, board size and independence have a negative and significant influence on the EM, but CEO/chairman duality has a positive and significant impact. Simultaneously, the impacts of female representation on the board of directors and the number of board meetings were both positive but insignificant. The findings also found that four board characteristics, including board size, female representation on the board of directors, CEO/chairman duality and the number of board meetings, had a significant negative or positive effect on dividend payout, while board independence did not. Additional findings show that EM practices have a direct negative insignificant effect on dividend payout, whereas EM practices partially mediate the relationship between board characteristics and dividend payout.

The current study's limitation is that it only searched in Jordanian service firms listed on ASE from 2012 to 2019 to fulfill the study's objectives; thus, we urge that future work explores the study models for other sectors, whether in Jordan or other growing markets such as the Middle East and North Africa.

The findings of this study may be utilized by analysts, investors and other strategic decision-makers to enhance Jordan's financial market's efficiency and efficacy. These findings will improve policymakers' willingness to impose appropriate constraints, perhaps boosting Jordan's financial market performance and efficacy. These findings may also help investors make more enlightened judgments by utilizing board characteristics and EM factors that predict firm dividend policy.

Contradictions in the results of earlier investigations inspired the current study, with the findings filling a gap in the existing literature. This study differs from previous studies by constructing a novel research model and analyzing the mediating influence of EM in the nexus between board characteristics and dividend payout.

The paper examines the relationship between board effectiveness and audit fees for state-owned enterprises (SOEs). Furthermore, given the unique nature of SOEs, the paper assesses country-level influences, such as economic freedom, political democracy and protection of minority shareholders, which can impact board effectiveness and audit fees.

A combination of two-stage and ordinary least squares regression is used to examine the board characteristics-audit fee relationship for SOEs in a multinational setting during the period from 2016 to 2018.

The results indicate that board characteristics that represent a high level of effectiveness are associated with higher audit fees in SOEs. Furthermore, the findings suggest SOE's operating in countries evidencing medium levels of democracy and economic freedom and medium to high levels of protection of minority shareholders may be motivated to reduce agency conflicts by promoting accountability and transparency, thereby demanding increasing levels of corporate governance, monitoring and audit quality, thereby increasing audit fees.

The results provide further support for the OECD (2015) guidelines promoting the use of high-quality external audits in SOEs.

As a result of the scarceness of research in this area, the current study extends the literature by examining the role of corporate governance and audit fees in SOEs, while examining the influence of economic freedom, political democracy and protection of minority shareholders.

This paper aims to examine whether the characteristics of boards are more important in determining dividend policy than management characteristics. The authors show that as the final declarers of dividend policy is a firm’s board, the composition of a firm’s board significantly subsumes the effect of management characteristics that may also influence dividend policy.

Using the dividend declaration dummy variable, the authors run a fixed effect logistic regression of the dividend indicator on board characteristics, and managerial characteristics with firm level controls, year effects and industry effects while clustering standard errors at the firm level. For dividend yield variable which is censored at zero, they use a fixed effect Tobit regression.

The results of the study show that board characteristics such as average age, female presence and size have a strong positive significant effect, whereas board independent chair and voting right of directors have a negative significant effect on the likelihood of dividend declaration. For dividend yields, the results suggest that the presence of directors with financial expertise and the board size are the main influencers of dividend policy. Managerial characteristics are subsumed by director characteristics for determining dividend policy. The results overall support the evidence on the monitoring role of boards on management.

The originality and value of this study lies in the approach of including a comprehensive number of board characteristics unlike previous studies which makes the study of the influence of board composition on dividends more encompassing.

The literature considers three main models of nonprofit sector structure and development: liberal, welfare partnership, and social democratic. This study analyzes the cases of Italian and Canadian nonprofit organizations (NPOs) that operate in two third-sector contexts, widely known as “hybrids.” In particular, we aim to verify whether some features of governance, leadership, and volunteer participation have impacts on the financial performances of selected Italian and Canadian NPOs.

Differences between the two studied nonprofit contexts influenced the sampling, the data collection, and the methods of analysis. Data on Italian and Canadian NPOs are analyzed both together and separately, using multiple regression models. Revenues, fund-raising and other grants from the general public, and program expenses are used as measurements of financial performance.

Our analysis demonstrates that some board characteristics, as well as volunteer participation and representation on the board, have impacts on the nonprofit financial performance. The characteristics of the CEO studied in this work are not significantly associated with the level of financial performance.

This study has several important implications for research on board characteristics, CEO characteristics and volunteer management and governance, as well as implications for practitioners. The limitations of this study are related mostly to the different methods used for sampling NPOs and collecting data in the two different country contexts due to the different level of availability of data.

The past literature has not adequately examined the relationships among the board and CEO characteristics, the role of volunteers in governance and financial performance.

Under a gradual long-term plan of the Saudi Stock Market (TADWUAL) from 2016, Saudi Arabia decided to work with International Financial Reporting Standards (IFRS) board to fully adopt its accounting standards. Saudi Arabia has undergone several reforms in governance and standards of internal controls are changing rapidly. This study aims to assess whether IFRS adoption has any moderator role in the relationship between disclosure quality and firm-specific characteristics in the Saudi Stock Market.

This study assesses whether IFRS adoption has any moderator role in the relationship between disclosure quality and firm-specific characteristics in the Saudi Stock Market. The key research hypotheses postulate that compared to IFRS status, after adoption, several independent variables influence the disclosure level. The analysis covers a local sample of 184 Saudi listed firms over the period 2016 to 2020. Using an in-depth content analysis technique, the voluntary disclosure and number of annual report pages are measured manually and year by year to capture levels and unique characteristics. The authors apply cross-sectional regression, first difference method, Pooled OLS and feasible general least square estimations. The mean of disclosure level increases from 33.03% in 2016 to 56.14% in 2020.

The results reveal that the vast majority of firm-specific characteristics were significant in pre-IFRS adoption period. First difference analysis shows a significant impact of firm size and non-executive composition on the disclosure level. The authors confirm that IFRS adoption plays a critical role in the quality of firms’ financial reports and supports to create a conducive economic environment in Saudi Arabia.

First, the implementation of IFRS adoption should impact the Saudi accounting information and disclosure quality in Saudi context markedly. Second, firm-specific characteristics align with corporate governance are the main determinants of accounting information and transparency; therefore, focusing on this angle enables regulators and policymakers to mitigate uncertainty and asymmetric information. Third, the findings of this research state that there is a negative relationship between disclosure quality and board meetings. This encourages policymakers to reconsider the number of board meetings in firms that was not as high as in the developed markets. Notwithstanding all previous implications, it is recommended that future research undertake a various quasi-experimental design such as a difference-in-difference approach to estimate the causal effect of corporate governance mechanisms on IFRS 7 mandatory disclosure requirements on in Saudi Arabia context.

There is a lack of studies on this realm and such as these studies will enrich the understanding of aspects of IFRS adoption and contribute to the prior empirical literature. Importantly, the extend of this sample into other Gulf Cooperation Council countries and exhibition the difference effect can be very useful to enrich the knowledge of IFRS adoption aspects in corporate disclosure and accounting information quality.

Saudi Arabia has undergone several reforms in governance, and their standards of internal controls are changing rapidly. This has been attributed to the importance of providing guidelines, practices and regulations for listed companies. One of the major turning points of financial reporting quality in Saudi listed firms was adoption of IFRSs. This adoption deems to be necessity in ensuring the highest level of transparency and information reliability. Based on the findings of this research, the present investigations set up a platform and furnish many implications for policymakers, companies’ board of directors, financial analysts and other related authorities. The results should provide policymakers with greater insight of the relationship between disclosure quality and corporate-specific characteristics throughout the IFRS adoption periods. Thus, the results derived from this study can be effective and useful for the IFRS adoption committee in the Saudi Organization for Certified Public Accountants (SOCPA). According to the best of the authors’ knowledge and based on official secondary information sourced from the SOCPA website, there are several standards that are subject to difficulties in measurement and are modified from time to time, such as: IFRS1, IFRS8, IFRS12, IFRS16 and IFRS18.

The study explores extant knowledge on the nature of the relationship between internal and external corporate governance mechanisms, particularly board characteristics and audit quality, respectively, while also investigating how the relationship varies across geographies.

The extant knowledge is synthesized using a meta-analysis, which is conducted using a sample of 56 empirical studies from publications of varying grades. The studies span over 25 years (1996–2021) and cover 147 empirical samples (343,787 firm-year observations) across more than 20 countries. The dependent variable is audit fees, and the independent variable captures 12 different measures of board characteristics.

Overall, the results reveal a positive association between board characteristics and audit fees, indicating complementarity between governance mechanisms. Effect size analysis shows board characteristics, like size and independence, are positively associated with audit fees. However, heterogeneity is noted for some characteristics, and further analysis by geography (developed vs emerging countries) explains the heterogeneity.

This study helps multiple stakeholders like firms, shareholders, boards, regulators and policymakers in designing and strengthening governance frameworks.

Both governance and auditing literature benefit from identifying specific board characteristics that drive audit quality consistently across different institutional settings and samples. Heterogeneity analysis helps improve the understanding of contradictions documented in prior literature.

This meta-analysis is the first to explore the interplay between internal and external corporate governance mechanisms, with a focus on board characteristics and audit quality. The study provides valuable insights on how different governance mechanisms influence each other while highlighting, for the first time, how the interaction between governance mechanisms varies by a country's level of development.

The purpose of this paper is to investigate the relationship between the characteristics of the board of directors and mandatory disclosure compliance (measured by International Financial Reporting Standards requirements) in firms listed on the Kuwait Stock Exchange (KSE) in 2010.

Several characteristics are used to assess the effectiveness of the board of directors: number of members, gender diversity, CEO duality, multiple directorships, the proportion of family members on the board and the presence of a member of the ruling family of Kuwait. Mandatory disclosure compliance is measured using a self-constructed, item-based index. A regression model tested the paper’s hypotheses.

After controlling for firm-specific characteristics, it was found that board size, gender diversity and multiple directorships were positively correlated with compliance, while CEO duality and the proportion of family members on the board were negatively correlated with compliance.

Potential limitations stem from both the nature of the sample and the dataset. The small sample reflects the size of the KSE and the limited timeframe (a one-year period). Nevertheless, this paper provides some interesting insights. A longitudinal study would provide more comprehensive insights into the relationship between the characteristics of the board of directors and mandatory disclosure compliance over time.

The findings highlight the effectiveness of board of directors’ characteristics in promoting mandatory accounting compliance. As disclosure is fundamental for the effective functioning of capital markets and sound investments, a direct implication is that the quality of financial reporting can be improved by taking these characteristics into account.

The paper contributes to the literature on the determinants of mandatory accounting compliance. The findings highlight the importance of the board of directors’ role in enhancing transparency and ensuring the quality of financial reporting. The findings will be particularly valuable to those involved in the appointment of directors, who should be aware of the influence of the configuration and characteristics of the board on compliance.