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Purpose

This paper aims to inspect the influence of board characteristics on environmental, social and governance (ESG) performance in the utilities sector. The study investigates the impact of a comprehensive set of board characteristics [i.e. board size, gender diversity, board independence, chief executive officer (CEO) duality and corporate social responsibility (CSR)/sustainability committee] on the ESG performance score.

Design/methodology/approach

The authors analyzed a sample of 119 listed utility companies for the period 2018–2024 and the authors developed an econometric model applying unbalanced panel data regression with firm fixed effects and controls per year. To test the research hypotheses, the authors measured ESG dimensions by using the ESG score provided by Eikon Refinitiv database.

Findings

Findings prove that board size, board independence and the presence of a specific CSR/sustainability committee positively impact on ESG performance. Also, the relationship between gender-balanced board of directors (BoDs) and ESG performance is positive and statistically significant, once a critical mass of women is reached on BoD. The study would inspire utility companies to define the internal governance mechanisms thoroughly, giving prime attention to an accurate choice of the BoDs’ members.

Research limitations/implications

This study has implications for practitioners, policymakers and regulators in designing specific ESG mechanisms for utilities. From a managerial perspective, the study also provides insights on how to improve ESG performance through a comprehensive set of specific board characteristics.

Originality/value

This paper offers an in-depth examination of the CG practices of utility companies, and it attempts to bridge the gap in prior literature on the determinants of ESG issues in the European utilities industry. To the best of the authors’ knowledge, this is the first study that investigates the relationship between the board diversity and the ESG dimensions measured by the Refinitiv Eikon score.

In recent years, stakeholders have paid increasing attention on environmental and social issues and to what companies incorporate a sustainable perspective into their business models and strategies. Investors give growing importance to environmental, social and governance (ESG) information to assess companies’ risk profiles and to value investments accurately (Christensen et al., 2021; Veltri et al., 2023). Hence, ESG performance has become an institutionalized corporate priority to satisfy the investors’ and other stakeholders’ information needs in different sectors, although for a long-time sustainability issues have been regarded as a secondary objective compared to the priority of maximizing shareholders’ returns. ESG issues are crucial for the competitive advantage of a company, and they are a crucial marker of management competence to generate value for all stakeholders in capital markets. In this regard, the board of directors (BoD) is the internal governance mechanism that plays a strategic role in embedding sustainability into the business strategy and in aligning the corporate financial objectives toward ESG goals. Especially directors are responsible for defining corporate strategic policies, improving social corporate responsibility and supervise the achievement of ESG performance. Hence, the composition and the characteristics of the BoD are key in setting strategic decision-making process concerning ESG dimensions and in keeping responsible behaviors toward social sustainability performance and social manageability execution (Michelon and Parbonetti, 2012; Post et al., 2015; Cuadrado-Ballesteros et al., 2017). In fact, a growing number of researchers discussed the importance of defining a proper composition of the BoD to ensure that the corporate governance (CG) system effectively copes with the ESG issues (Khan et al., 2013; Cucari et al., 2018; Hussain et al., 2018; Arayssi et al., 2020; Mohammadi et al., 2021).

The specific purpose of the paper is to explore whether particular CG characteristics influence ESG performance. In doing so, this paper extends the academic literature on CG and offers a comprehensive snapshot of the explanatory factors of ESG performance in the utilities sector. ESG performance is crucial especially for utility companies since they should balance the creation of economic value for shareholders with the public value for the community. In this regard, ESG performance is becoming a crucial driver on which utility companies should focus to demonstrate an active environmental and social commitment toward sustainable development and to attest the compliance with the expectations of the public institutions and the social system (Nicolò et al., 2022; Camilleri, 2022). To attain the research aims, we investigate 119 European listed utility firms, through a panel data regression analysis of the sample over a five-year period (2018–2022). More specifically, in line with the existing literature (Rao and Tilt, 2016a, b; Menicucci and Paolucci, 2022a, b), our study investigates the impact of a comprehensive set of board characteristics [i.e. board size, gender diversity, board independence, chief executive officer (CEO) duality and corporate social responsibility (CSR)/sustainability committee] on the ESG performance score. The main empirical results prove that board size, board independence and the presence of a CSR/sustainability committee positively influence ESG performance, while a negative significant relationship between CEO duality and ESG performance is found. The relationship between gender-balanced BoDs and ESG performance is positive and statistically significant, once a critical mass of women is reached on BoD. Hence, our findings highlight how board diversity can foster a sustainable managing of environmental and social issues through the processing, the sharing and the coordination of core competencies, knowledge and information between directors (Awan et al., 2018). This study significantly attempts to bridge the research gap on the relationship between board characteristics and ESG performance in the European utilities sector. Although prior literature on sustainability is mature for environmentally sensitive sectors (Freedman and Stagliano, 2008; Shima and Fung, 2019; García-Meca and Martínez-Ferrero, 2021; Chouaibi et al., 2021; Chouaibi et al., 2022), ESG performance still represents an under-explored field in the context of utilities. In this regard, our study is the first one that investigates the effects of board diversity on ESG performance in the European utilities sector by applying the ESG score provided by Refinitiv Eikon database (Nicolò et al., 2023; Mehmood et al., 2023b). Moreover, this study supports the critical mass theory concerning a certain threshold of female board members and its effect on the ESG performance of utility firms.

The remaining part of the paper proceeds as follows. Section 2 presents the literature review and describes the research hypotheses. Section 3 illustrates the sample, the variables and the methodology applied in estimating the econometric model. Section 4 discusses the empirical results and finally, Section 5 provides the conclusions, limitations and implications of the study as well as the suggestions for future research.

Prior academic literature examined the role of CG mechanisms in affecting ESG performance levels, by adopting a broad theoretical framework that combines different theories (Andrades et al., 2024; Traxler and Greiling, 2019; Eng and Friku, 2022; Imperiale et al., 2023). Similarly, this paper deepens the role of internal CG mechanisms in influencing utilities’ ESG performance levels by adopting different complementary theoretical perspectives crossing from agency to legitimacy, critical mass and resource dependence theories (Hillman and Dalziel, 2003; Holder-Webb et al., 2009). Corporate sustainable behaviors are currently a persistent research topic among scholars and particularly how the board structure influences sustainability reporting attracted the interest of prior literature (Bear et al., 2010; Post et al., 2011; Zhang et al., 2013; Chan et al., 2014; Shamil et al., 2014; Shaukat et al., 2016; Argento et al., 2019; Erin et al., 2022). Nevertheless, little is known about how board characteristics affect ESG performance (Birindelli et al., 2018; Yadav and Prashar, 2022; Mehmood et al., 2023a) because few studies examined this relationship in various developed and emerging markets (Disli et al., 2022; Nicolò et al., 2023; Menicucci and Paolucci, 2022b). Hence, this topic entails further inspection, especially in the utilities sector that is ESG sensitive.

In line with the idea of a sustainable CG, an appropriate composition of the BoD is essential to increase the social and environmental influence of corporate operations and their compliance with the stakeholders’ legitimate ESG interests (Prado-Lorenzo and Garcia-Sanchez, 2010; Rao et al., 2016; Velte, 2023). In this regard, utilities could prove an active commitment toward sustainable development to maintain the legitimacy of their operations (Valenza and Damiano, 2023; Veltri et al., 2023) in line with the legitimacy theory. Starting from this theoretical position, the BoD’s attributes play a pivotal role in shaping corporate strategies wherein ESG factors are integrated with operational and financial objectives. However, the utilities sector is still an under-investigated research field. Previous researches are mostly focused on the environmental dimension of ESG reporting (Post et al., 2015; Kraft, 2018; Talbot and Boiral, 2018; Venturelli et al., 2023; Ligorio et al., 2022), while only a number of studies considered utilities’ practices regarding to all ESG dimensions (Mio, 2010; Ortiz-de-Mandojana and Aragon-Correa, 2015; Slacik and Greiling, 2020; Paolone et al., 2021; Eng and Friku, 2022; Imperiale et al., 2023; Mehmood et al., 2023b; Nicolò et al., 2023; Valenza and Damiano, 2023). Grounded on the rationale of the theories mentioned above, this study analyses the influence of five CG attributes (board size, board gender diversity, board independence, board CSR/sustainability committee and CEO duality) on the ESG performance levels of a sample of utilities companies. We developed our hypotheses for each of these board characteristics in the following subsections.

2.2.1 Board size.

The resource dependence theory states that board members influence corporate performance through their psychological characteristics, background, competencies and experience (Kyaw et al., 2017; Manita et al., 2018). This point of view is also coherent with the legitimacy theory, according to which a greater number of directors may inspire higher ESG performance to assurance the legitimacy of corporate business operations, mostly in utilities and other environmentally sensitive sectors (Ntim et al., 2013; Traxler and Greiling, 2019; Imperiale et al., 2023). On the subject, a large BoD is more able to fulfil legitimate stakeholders’ and investors’ claims because it incorporates a larger and varied range of skills, expertise and knowledge on specific issues. Regarding to the influence of board size on ESG performance, the agency theory states that more directors have a better chance of influencing managers in delivering disclosure on ESG issues to reduce information asymmetry and, in turn, agency costs. Nevertheless, agency theory also suggests that when the board size exceeds a certain threshold, decision-making process become more difficult, hindering unanimous decisions (Cerbioni and Parbonetti, 2007; Said et al., 2009; Jizi, 2017; Hussain et al., 2018). In this perspective, smaller boards are usually more effective in avoiding managers’ opportunistic behaviors and promoting better reporting on ESG dimensions. Small boards feature high levels of teamwork, coordination and commitment but, on the other hand, they might be characterized by less variety in expertise, stakeholder representation and education level and low degree of gender diversity. Moreover, small boards come with high responsibilities and workloads for the directors, who might therefore perform their oversight role less effectively (Jizi et al., 2014). So, according to Husted and de Sousa-Filho (2019), the concept that a large BoD offers different strategic viewpoints to management is more shareable than considering they might have difficulties in decision-making.

Our hypothesis shares the results of previous studies that identified a positive effect of board size on sustainability practices (Said et al., 2009; Jizi et al., 2014, 2017; Shamil et al., 2014; Pucheta-Martínez and Gallego-Álvarez, 2019; Erin et al., 2022) and on ESG disclosure (Husted and de Sousa-Filho, 2019). According to the rationale of prior theories, we hypothesized that board size is positively related to ESG performance. Hence, we postulate:

H1.

There is a positive relationship between board size and ESG performance.

2.2.2 Board gender diversity.

Personal and professional skills of board members are essential for good governance practices regardless of gender (Girardone et al., 2021). However, it is claimed that female directors show greater sensitivity to sustainability initiatives (Birindelli et al., 2018; Samara et al., 2023) than men due to their psychological characteristics (i.e. helpfulness, sensitivity, etc.), educational background and professional experience (Kyaw et al., 2017; Manita et al., 2018; Burgess and Tharenou, 2002; Hollindale et al., 2019). Accordingly, resource dependence theory can explain the relationship between gender diversity and ESG performance since the peculiar resources of female board members allow companies to engage more closely with stakeholders’ concerns related to social and environmental themes (Nguyen et al., 2015; Velte, 2016; Kyaw et al., 2017). Furthermore, the legitimacy theory recognizes board gender diversity as a positive aspect promoting more ESG disclosure. In this context, female directors are more sensible toward socially responsible practices reflecting stakeholders’ legitimate concerns (Hussain et al., 2018; Arayssi et al., 2020; Nicolò et al., 2022). In this regard, to enhance gender balance in corporate bodies for a leadership that creates value in organizations and communities, in the past years EU governments have provided for soft or hard gender quotas in boards through specific regulatory developments to be designed at national level in the EU Member States.

Previous research examined the effect of board gender diversity on ESG performance in both industrial and financial firms as well as in developing and developed countries. The evidence is mixed on this relationship. Some studies have shown the presence of a positive effect of female directors (Setó-Pamies, 2015; Hollindale et al., 2019; Arayssi et al., 2020; Romano et al., 2020; Shakil et al., 2020; Wasiuzzaman and Wan Mohammad, 2020; Wang et al., 2021; Disli et al., 2022; Pareek et al., 2023) while others stated a negative impact (Cucari et al., 2018; Husted and de Sousa-Filho, 2019; Dang et al., 2021) or revealed insignificant evidence (Manita et al., 2018). In recent times, scholars have above all analyzed sustainability issues in utility firms, mainly considering the environmental and social effects of the business (Arena et al., 2019; Shima and Fung, 2019; García-Meca and Martínez-Ferrero, 2021; Eng and Friku, 2022; Imperiale et al., 2023). Nevertheless, little prior evidence exists on the relationship between board gender diversity and ESG performance in the utilities sector (Mehmood et al., 2023b; Nicolò et al., 2023). Grounded on the greater disclosure of ESG data by utility firms than other companies operating in less environmentally sensitive sectors and on the critical role of female directors in strategic decision-making process, we postulate that board gender diversity has a relevant positive effect on the ESG performance of the European utility companies. Even considering that prior literature on gender diversity and ESG performance in the utilities sector is limited, we formulate the following research hypothesis:

H2a.

There is a positive relationship between women on board and ESG performance.

We also considered the relationship between board gender diversity and ESG performance through the critical mass theory (Karter, 1977). As stated by this theory, when the dimensions of a minority group reach a certain threshold (at least three), the interactions and the activities among the members of a group increase (Konrad et al., 2008; Torchia et al., 2011) and the subgroup can have a greater influence. Therefore, starting from this assumption, the presence of a greater number of women on the BoD can influence a firms’ sensitivity toward social and environmental themes but the impact is positive only if a significant threshold (a critical mass) is reached. About this, some previous research results showed that a critical mass of female directors leads to better CSR and environmental performance (Glass et al., 2016; Cabeza-García et al., 2017; Yarram and Adapa, 2021) while other studies found a negative relationship between these variables (Deschênes et al., 2015) or no significant associations (Alazzani et al., 2017). Consistent with the critical mass theory, most studies indicated the presence of a significant positive relationship between a certain threshold (three) of female directors and ESG performance specifically (Yadav and Prashar, 2022; Manita et al., 2018; Cambrea et al., 2023).

An in-depth investigation on the existing literature revealed a gap in previous studies because few of them contain an empirical investigation on the relationship between the presence of women on BoD or in top management positions and ESG performance using the theoretical framework of the critical mass theory in Europe (Karter, 1977; Saggar et al., 2021; Menicucci and Paolucci, 2022a, b; Pareek et al., 2023). Furthermore, there is very limited prior investigation on this relationship in the utilities sector (Mehmood et al., 2023a; Nicolò et al., 2023) and no previous evidence on this topic in the European utilities industry. Grounded on the critical mass theory, we assumed that board gender diversity positively influences utility companies’ ESG performance only when a certain threshold (a critical mass of at least three) female directors is reached. Thus, we postulate the following hypothesis:

H2b.

There is a positive relationship between a critical mass of women on the board of directors and ESG performance.

2.2.3 Board independence.

The variable most frequently used by scholars to illustrate the structure of the BoD is board independence since it is a fundamental characteristic for corporate strategic policies to remain oriented toward stakeholders’ expectations and interests (Ortas et al., 2017; Cucari et al., 2018). In accordance with the stakeholder theory, the presence of independent directors on boards pushes management to defend stakeholders and to reduce the conflicts of interests between them (Patelli and Prencipe, 2007). In line with the agency theory, directors with nonofficial roles in the firm and no relationships with owners or management facilitate effective oversight on board practices. Specifically, agency theory states that independent directors reduce agency conflicts and mitigate information asymmetry because they are more efficient and unbiased in controlling managers’ self-interested behaviors (Elshandidy and Neri, 2015). Additionally, consistent with the legitimacy theory, independent directors are expected to contribute to corporate sustainable development in alignment with stakeholders’ expectations. Several studies (Jo and Harjoto, 2011; Jizi et al., 2014) showed that having more independent directors serves as a legitimacy tool that encourages a full commitment for a broader CSR (Haniffa and Cooke, 2005; Prado-Lorenzo and Garcia-Sanchez, 2010; Michelon and Parbonetti, 2012). In this context, independent directors are more likely to undertake sustainable initiatives, addressing the asymmetric information problem through increased ESG disclosure (Chau and Gray, 2010).

In prior literature, several researches investigating the influence of board independence on CSR disclosure confirmed a positive relation between board independence and CSR reporting (Khan et al., 2013; Jizi et al., 2014; Ortiz-de-Mandojana and Aragon-Correa, 2015; Garas and ElMassah, 2018; Jizi, 2017), while other studies found that the presence of nonexecutive and independent directors on boards negatively impacts social and environmental disclosure (Haniffa and Cooke, 2005; Mallin et al., 2013). As most of the previous literature demonstrated a positive impact of independent directors on ESG performance (Husted and de Sousa-Filho, 2019; Arayssi et al., 2020), we assume:

H3.

There is a positive relationship between board independence and ESG performance.

2.2.4 Corporate social responsibility/sustainability committee.

In recent years, companies have progressively shown their commitment to sustainability by establishing a CSR/sustainability committee within their BoD. The presence of such a committee signifies its members’ dedication to integrating sustainability into strategic operations and reflects directors’ interest in enhancing the implementation of socially and environmentally responsible initiatives. The CSR/sustainability committee acts as a key driver in ensuring the quality and the accuracy of the ESG strategic process (Gerwing et al., 2022) systematically supporting the BoD in executing sustainable projects, in managing CSR activities and in monitoring sustainability risks (Mahmood et al., 2018). From a legitimacy perspective, a CSR/sustainability committee also plays a critical role in overseeing the legitimacy of the corporate operations and ensuring compliance with expectations and demands of the different stakeholders, particularly within the utilities sector.

In light of these considerations, setting up a CSR/sustainability committee is an appropriate strategy for companies aiming to increase ESG performance. Correspondingly, many authors found a positive relationship between the presence of such a committee and the extent of sustainability disclosure (Michelon and Parbonetti, 2012; Amran et al., 2014; Liao et al., 2015; Helfaya and Moussa, 2017; Pucheta-Martínez and Gallego-Álvarez, 2019; Gerwing et al., 2022). For instance, Amran et al. (2014) demonstrated that a CSR/sustainability committee enhances the quality of sustainability reporting and promotes shareholders’ involvement in the company’s ethical culture. Additionally, Cucari et al. (2018) indicated that the presence of a CSR committee rises the ESG disclosure score provided by the Bloomberg database. Finally, Spitzeck (2009) showed that a CSR committee fosters the achieving of high amounts of CSR activities, thus resulting in higher performance. Conversely, a limited number of studies identified a negative relationship between the attendance of a CSR/sustainability committee and CSR performance (Rupley et al., 2012). Based on the literature review, we postulate the following hypothesis:

H4.

There is a positive relationship between the establishment of a CSR/sustainability committee and ESG performance.

2.2.5 Chief executive officer duality.

From an agency theory perspective, CEO duality consolidates executive and control powers, as the same person holds both the CEO and chairman roles (Jain and Jamali, 2016; Husted and de Sousa-Filho, 2019). This concentration diminishes board’s independence and compromises its efficacy in monitoring executives’ behaviors, resulting in a corporate governance system that hinders the decisions. Consequently, the CEO/chair tend to prioritize its self-utility, favoring short-term profit-maximization investments over sustainability long-term initiatives. The legitimacy theory supports these assertions suggesting that the CEO/chair is less inclined to endorse decisions in conflict with his/her interests even if they satisfy the stakeholders’ legitimate expectations (Arayssi et al., 2020). Therefore, utilities may benefit from separating the role of board’s chairman and CEO to preserve a higher degree of legitimacy for the environmentally sensitive corporate strategies and to improve ESG performance.

Regarding the dual leadership structure and its capacity to oversee managers and to attend diverse stakeholders’ legitimate claims through the achievement of high ESG performance, empirical evidence remains inconclusive. Some studies indicated that CEO duality has a negative impact on sustainability disclosure (Shamil et al., 2014) and ESG disclosure (Husted and de Sousa-Filho, 2019; Arayssi et al., 2020), whereas others found a positive effect on CSR disclosure (Jizi et al., 2014; Pucheta-Martínez and Gallego-Álvarez, 2019). We propose that CEO duality has a negative impact on ESG performance consistent with the theoretical rationale of agency and legitimacy theories. Thus, we postulate:

H5.

There is a negative relationship between CEO duality and ESG performance.

We summarize the existing literature on the correlation between board diversity and ESG performance in Table 1. In addition, to get some perspectives on the hypotheses underlying our analysis, refer to the theoretical framework depicted in Table 2.

This paper investigates in depth the correlation between board diversity and ESG performance in the European utilities sector. To provide deeper insights, we conducted an analysis of publicly available information on the CG structures of the listed utility firms headquartered in Europe from 2018 to 2022. The utilities industry serves as a pertinent research context for ESG initiatives as it comprises firms largely engaged in providing essential public services and infrastructure such as electricity generation and distribution, natural gas supply, water management and waste collection and treatment for both residential and corporate entities. As providers of crucial public services such as energy, water supply and waste collection systems, utility companies play a pivotal role in developing a modern and sustainable society addressing a wide range of stakeholders’ needs (Giacomini et al., 2020). In recent years, the European utilities industry has experienced substantial transformations due to the ongoing market liberalization and deregulation. These changes have led to a significant reduction in entry and exit barriers, resulting in a notable increase in the number of companies operating within this sector (Bresnihan, 2016; Kraft, 2018; Traxler and Greiling, 2019). The free market fashioned through liberalization allows smaller companies to operate in the industry, thus creating an opportunity for a larger number of firms to compete. The European utilities sector is a relevant subject to debate since it has become a competitive, customer-centred, flexible and nondiscriminatory industry in the past few years. The sampling process begins with the selection of listed utility firms in European countries using data available from the Orbis Bureau Van Dijk database. Hence, data on ESG performance and CG attributes were gathered from the Refinitiv Eikon hosted by Thomson Reuters database since these data have commonly been applied in prior studies (Arayssi et al., 2020; Nicolò et al., 2022). As a result of the selection process, an initial sample of 126 listed utility firms was identified, totaling 630 firm-year observations. These companies were chosen based on the business classification provided by Refinitiv Eikon. Specifically, we considered utility companies from five industries: natural gas utilities, electric utilities, water and related utilities, independent power producers and multiline utilities.

According to the selection procedure, our initial data set of utility companies had to meet the following criteria:

  • be active during the period 2018–2022;

  • have not been turned off or merged with other industrial or utility companies during the research period; and

  • have complete and relevant data for all the five consecutive years of the research period.

From the entire population of the European listed utility firms, we excluded any companies that did not fulfill the prerequisites specified above. Notably, seven utilities were excluded due to incomplete information (e.g. missing ESG variables and CG data). Thus, the final sample consists of 119 utility companies, all active and located in 22 European countries, resulting in 595 firm-year observations from 2018 to 2022. This period was chosen due to data availability: although Refinitiv Eikon provides data over an extended time range, we opted for the 2018–2022 period because few utility companies had sufficient available ESG information in the earlier years.

The research uses ESG score by Refinitiv Eikon data to measure ESG performance as dependent variable. This database features a robust and transparent procedure for ESG data accessible on its official website and it is often used by scholars in research related to industrial sectors. Following previous studies (Arayssi et al., 2020; Qureshi et al., 2020; Luo and Tang, 2022; Menicucci and Paolucci, 2022a, b; Veltri et al., 2023), we use the ESG score by Refinitiv Eikon as an indicator for the ESG performance of European utility firms. The dependent variable (ESG_perf) represents the bank’s weighted average of ESG scores and ESG controversies (gathered from global media sources) to offer a comprehensive assessment of the sustainable and societal impact of corporate actions in this context. The overall ESG score is presented as a percentage ranging from 0% to 100%. ESG_perf is evaluated using three ESG pillars [the environmental pillar (ENV), the social pillar (SOC) and the governance pillar (GOV)]. Each pillar is the weighted average of ten interrelated dimensions, and each ESG dimension consist of individual elements. The Refinitiv database provides a computed score for each ESG dimension. Table 3 below exhibits the ESG data used in this study.

Refinitiv comprises 34 indicators related to the environmental pillar score (ENV), grouped into three dimensions: resource use efficiency (ENV_Ru), emission and waste reduction (ENV_Em) and environmental innovation (ENV_In). The Refinitiv Eikon data set includes 40 indicators pertaining to the social pillar score (SOC), organized into four dimensions: workforce (Soc_Wf), human rights (Soc_Hr), community (Soc_Com) and product responsibility (Soc_Prd). The governance pillar (GOV) includes three dimensions: management and oversight (Gov_Mo), stakeholder rights (Gov_Shr) and CSR strategy (Gov_Csr).

We used five independent variables to assess data related to board diversity. Consistent with previous research and theories on this topic, the independent variables incorporated into the econometric model are the total number of directors on the board (B_size), the percentage of female directors on the board (B_gend), the critical mass of female directors on the board (B_mgend), the proportion of independent board members (B_ind), the presence of a CSR/sustainability committee (CSR_com) and the CEO duality (CEO_dual).

To prevent model misspecification, we monitored additional variables that could influence ESG scores. Three control variables are integrated into the regression model due to their significant impact on CSR and ESG disclosure as evidenced in prior studies (Husted and de Sousa-Filho, 2019; Albitar et al., 2020; Arayssi et al., 2020; Mehmood et al., 2023b; Nicolò et al., 2023). We included the following well-studied firm-specific control variables to mitigate potential biased results: size (SIZE), return on equity (ROE) and leverage (LEV) (Arayssi et al., 2016; Disli et al., 2022; Yadav and Prashar, 2022). Additionally, we incorporated one country-specific control variable: GDP growth (GDP) serving as a representative of macroeconomic dynamics. Using a macroeconomic specification as a control variable addresses endogeneity issues commonly encountered in research on economics-based sustainable report such as simultaneity, reverse causality and correlated variables (Nikolaev and Van Lent, 2005; Larcker and Rusticus, 2010; Contractor et al., 2016). Description and references for all the used variables is provided in Table 1.

To test the research hypotheses, we used a linear regression model using the ordinary least squares (OLS) method due to its effectiveness in minimizing bias and variance (Greene, 2004). The OLS technique is normally applied to estimate the parameters of the linear regression models. OLS provides a systematic approach to identify a line that best represents the relationship between the independent variables and the dependent variable by minimizing the sum of the squared residuals. The robust standard errors are used to control heteroskedasticity and residuals including within-firm correlation. We applied regression using panel data to mitigate omitted variable bias when there is no information on variables that are related to both the regressors of interest and the dependent variable over a long period. Panel data modeling techniques decrease the collinearity among independent variables and increase the control of unobserved heterogeneity.

We first explored the relationships among the model variables within the same year of observation. The model is estimated as follows:

(1)

where i refers to a firm; t refers to the year and εi,t is a stochastic error term. B_div is defined as the afore mentioned alternative board variables: Board size (B_size), Board gender diversity (B_gend), Board critical mass of gender diversity (B_mgend), Board independence (B_ind), CSR/sustainability committee (CSR_com) and CEO duality (CEO_dual). To assess the impact of board diversity proxies on ESG performance, we also controlled for some variables that could potentially influence ESG performance (control variablesi,t) according to previous literature. All variables are detailed in Table 1.

To capture the impact of board diversity on ESG performance over time, as effects appear, and to mitigate potential endogeneity issues, we related B_div variables from each year to the ESG measure of the subsequent two years. We used one- and two-year lags because the influence of the independent variables on ESG performance score can take time to be effectually integrated into a firm’s ESG performance. Therefore, the explanatory variables are lagged by one and two years.

The models are presented as follows:

(2)
(3)

Following Baltagi (2001), we used panel data which delivers more variability and less collinearity among the variables. We controlled for individual heterogeneity using a fixed effects estimation with standard errors clustered at the bank level. The choice of a fixed effects model over a random effects model was validated using the Hausman test on all specifications. Additionally, we conducted the Breusch-Pagan test to detect residual heteroscedasticity. Firm-level heterogeneity was mitigated through the use of cross-sectional mean deviation data. Due to the dynamic nature of our model, least squares estimation methods would have led to biased and inconsistent results. Therefore, we applied dynamic panel estimation techniques to mitigate potential biases in our estimates. To address endogeneity concerns, we identify exogenous variations arising from mandatory executive retirements impacting board characteristics. This is done by using difference-in-difference estimation techniques as in Berger et al. (2014).

This section investigates the impact of B_div variables on ESG performance. First, we examine descriptive statistics and correlations. Then, we analyze the main estimation findings, and finally, we present the robustness checks to validate our findings.

The descriptive statistics of the main variables for the entire sample are presented in Table 4, below.

The average level of ESG_perf for utility firms is 61.3263 with a maximum equal to 91.4387, indicating a very satisfactory ESG performance of the analyzed utilities based on the score definition. European utilities companies maintain a good ESG performance, although they also face significant ESG controversies, as evidenced by an average ESG controversy score of 43.75%. The B_ind shows an adequate average value of 0.6276, with a maximum value of 1. However, the average representation of women on boards (B_gend) still appears low, with some boards having no female directors (minimal value of 0) and an average of 21% of board members being female. For comparison, the average representation of women on Italian bank boards is 32.4%. Additionally, specific control variables are detailed in Table 4. The mean values for size (Size), leverage (Lev) and return on equity (Roe) are 7.8267, 0.0672 and 0.0372, respectively.

We calculated the Pearson correlations to assess multicollinearity among continuous variables (Hair et al., 2006). Table 5, below, presents the correlation coefficients between the variables included in the regression model.

The correlation matrix (Table 5) highlights significant relationships among the main variables of the study. ESG_perf shows positive correlation with B_size, B_ind and CSR_com. More specifically, the strongest correlation is observed between ESG_perf and B_size, whereas the correlation between CSR_com and ESG_perf is the weakest. Additionally, B_gend is positively related to ESG_perf (significance at 0.05). These findings suggest that the utility firms emphasizing ESG issues tend to hire more female directors in their BoDs and often they establish a dedicated sustainability committee. Notably, the B_gend variable also shows positive correlations with both SIZE and ROE, indicating that utility firms with more female than male directors on their boards are larger and more profitable compared to those with gender-balanced BoDs.

The matrix (Table 5) reveals that the correlations between the variables are not strong. The variance inflation factors (VIF-test) value indicates that multicollinearity is not a significant issue as it is well below the critical threshold (Gujarati et al., 2020). The correlation coefficients of variables are lower than 0.90, indicating insignificant multicollinearity (Hair et al., 2006). These results suggest that the model is reliable and very satisfactory, as there is not a high correlation between each of the variables, even at its maximum degree.

We conducted estimations using five board variables to examine their effects on the ESG performance of a sample of European utilities. Table 6 presents the estimation results of equations (1)–(3).

Our findings indicate that B_div influences ESG data across all models (no lag, one-year lag and two-year lag). Specifically, there is a positive relationship between B_size and ESG score, which supports H1 and aligns with previous literature (Said et al., 2009; Jizi et al., 2014; Shamil et al., 2014; Husted and de Sousa-Filho, 2019). In Models 2 and 3 empirical results are significant at 0.05 and consistent with the correlation data. The econometric models demonstrate that larger boards of utility firms positively impact ESG performance. Larger boards are likely to comprise directors with diverse expertise in ESG issues and a strong inclination toward fostering a sustainability culture. This evidence corroborates agency theory, as large BoDs exert greater monitoring pressure on managers, thereby reducing information asymmetries through enhanced environmental and social disclosures (Shamil et al., 2014; Erin et al., 2022). According to legitimacy theory, these findings also suggest that larger boards help utility firms to moderate external pressures and expectations regarding corporate sustainable development through robust ESG disclosure. Moreover, the presence of female directors on boards has a positive effect on ESG performance, although the impact is not statistically significant across all models. However, in line with critical mass theory, the regression models indicate that firms with at least three female board members are better able to enhance ESG performance. This critical threshold of three women (B_mgend) serves as a significant positive predictor of the comprehensive ESG performance scoring (ESG_perf) in Model 1 at a significance level of 0.1, and in Models 2 and 3 at a significance level of 0.5. These findings are in contrast with H2a but support H2b and are consistent with critical mass theory (Karter, 1977) and prior literature (Schwartz-Ziv, 2017; Manita et al., 2018; Lafuente and Vaillant, 2019; Qureshi et al., 2020; Yarram and Adapa, 2021; Yadav and Prashar, 2022). The presence of at least three women on the board (critical mass) enables female directors to effectively influence board discussions and decisions, particularly engaging ESG issues in the strategic decision-making processes (Konrad et al., 2008; Torchia et al., 2011). Thus, these empirical results indicate that reaching a critical mass of female directors prompts utility firms to enhance their environmental and social initiatives and promote sustainability practices. In this regard, the findings are in line with the enforced female representation in corporate boards due to regulatory developments on gender quotas in various European countries in the recent decade.

Our findings show that board independence (B_ind) positively impacts ESG_perf. The coefficient associated with B_ind is positive and significant across all models, confirming H3 and aligning with legitimacy theory and previous research (Jizi et al., 2014; Jizi, 2017; Husted and de Sousa-Filho, 2019; Arayssi et al., 2020). The empirical evidence suggests that independent directors enhance both shareholders’ and stakeholders’ interests concerning ESG matters. In this regard, independent board members ensure better oversight of managers’ initiatives and assist companies in acknowledging the concerns of all stakeholders for sustainability. From an agency theory perspective, appointing more independent directors on the utilities’ board preserves their role as impartial referees and ensure there is no complicity with insider directors fostering greater transparency. Consequently, the presence of more independent directors reinforces the legitimizing role of the board in promoting increased ESG disclosure demonstrating how utilities’ activities comply with social and environmental requirements (Walker and Wan, 2012; Deegan, 2019).

In our analysis, the establishment of a CSR/sustainability committee (CSR_com) is positively related (significance at 0.1) to the overall ESG performance score across all models. These findings support H4 and align with prior research suggesting that boards with such a committee are likely to be more environmentally and socially responsive (Michelon and Parbonetti, 2012; Husted and de Sousa-Filho, 2019; Arayssi et al., 2020). The empirical analysis indicates that the presence of such a committee enhances the firm’s ESG commitment and its aim to make sustainability a significant strategic issue within the governance system. According to legitimacy theory, the findings confirm that a CSR committee helps utility firms to build credibility in sustainability matters and to improve the legitimacy of stakeholders on this specific topic, since the members of such committees possess knowledge, experience and skills focused on CSR issues. Thus, the results demonstrate that establishing a specific CSR/sustainability committee plays a crucial role in integrating sustainability issues into utilities’ business models and strategies and in reducing the legitimacy gap between the society’s expectations and the firm’s operations.

In accordance with previous research (Huang, 2013; Giannarakis, 2014; Gurol and Lagasio, 2022), results indicate a significant negative correlation between CEO_dual and ESG_perf. These findings are only validated in Model 1, allowing for partial acceptance of H5. Consistent with the agency theory’s rationale, utilities’ CEO/chair tend to manipulate CG mechanisms leading to information asymmetries (Husted and de Sousa-Filho, 2019; Arayssi et al., 2020). A legitimacy-based interpretation of these results also suggests that the CEO holding the chairman position is less likely to make decisions that meet stakeholders’ legitimate demands.

Finally, Table 6 illustrates the data concerning the control variables. Consistent with numerous previous studies, the findings emphasize that both size (SIZE) and economic performance (ROE) exert a positive and a statistically significant impact on ESG_perf, at 0.01 and 0.5 respectively. Consequently, empirical evidence demonstrates that high sustainability performance is mainly attained by large and more profitable utility companies (Baselga-Pascual et al., 2018) as they possess abundant personnel and resources to devote to ESG activities. Conversely, the variable Lev is negatively associated to ESG_perf across all models.

We portray the theoretical framework underlying the hypotheses and the findings of the current study in Table 2.

To check the robustness of the empirical data, we conducted checks to determine whether the relationship between gender diversity and ESG_perf is influenced by the business model of the utilities. We reestimate the Models by including the classification of monoutilities and multiutilities firms in the econometric models, thus considering two clusters of utility companies. The estimates of these additional regressions are consistent with the main analysis results. However, the less significant results for multiutilities can be ascribed to the low number of observations used in the panel data analysis. The robustness test results for ESG estimations are not presented in tabular form to save space and improve the readability of the paper. To gain a comprehensive understanding of the relationship between board diversity and ESG performance, we conducted further Model estimations with two additional variables. Table 7 summarizes these estimations. First, we included the age of board directors as an explanatory variable to ensure that the diversity effect is not influenced by age. The results of the robustness analysis confirm the main findings across all Models. Second, we examined the role of macroeconomic context by incorporating the level of registered employment in the European countries where the utility firm is headquartered. The variable aim to account for both the local economic environment and the global economic conditions of companies across different European regions. Our main findings are confirmed.

The objective of this study is to explore the correlation between board diversity and ESG performance within the European utilities sector. Given the heightened attention on social and environmental issues from regulators, policymakers and other stakeholders, ESG initiatives have become crucial for utility firms to prove compliance with institutional expectations and then to enhance their legitimacy. In accordance with agency and legitimacy theories, this study emphasizes the role of specific characteristics of BoD in enhancing transparency regarding ESG dimensions. The implementation of appropriate internal CG mechanisms is pivotal for utilities to improve legitimacy for their environmentally sensitive actions among stakeholders and to mitigate information asymmetry. By integrating insights from established theories, this research investigates the influence of five board attributes (board size, board independence, board gender diversity, CEO duality and board CSR/sustainability committee) on ESG performance of a sample of 119 companies operating in the European utilities sector during the period 2018–2022. The empirical findings demonstrate that board size, board independence, and the presence of a CSR/sustainability committee positively impact ESG performance of European utility firms, while a negative significant relationship between CEO duality and ESG performance was found. Moreover, our study contributes novel insights into the relationship between gender diversity and ESG, revealing a significant positive effect of female directors on ESG performance when a critical mass of at least three women is present on BoD, aligning with critical mass theory.

This study has some theoretical and practical implications for future research. Theoretically, this paper enhances the literature on utilities’ ESG practices by analyzing how board diversity mechanisms influence ESG performance. In particular, the current literature presents little empirical evidence addressing this relationship and no previous research has specifically examined the topic within the European utilities sector. Therefore, our study contributes to the existing literature on how board composition impacts ESG dimensions in several ways. First, the utilities industry is relatively underexplored despite the advanced academic debate on sustainability and ESG reporting in the industrial context. Furthermore, as far as we know, existing studies analyzing the connection between CG variables and sustainability in utilities sector are novel but limited, focusing primarily on ESG disclosure rather than ESG performance (Mehmood et al., 2023b; Nicolò et al., 2023). Consequently, there is still much to discover about the probable CG drivers of utilities’ ESG performance. Second, this research is the first one exploring the relationship between board diversity and ESG performance specifically in the European utility companies using the ESG score provided by Refinitiv Eikon database. Third, existing research on the utilities sector predominantly centers on the energy subsector (Talbot and Boiral, 2018; Traxler and Greiling, 2019; Slacik and Greiling, 2020) and it is generally country-specific (Freedman and Stagliano, 2008; Shima and Fung, 2019; Giacomini et al., 2020; Eng and Friku, 2022). Thus, this study develops previous literature by shading light on a sample of firms operating in a multicountry context (i.e. Europe) and across different subindustries of the utilities sector.

From a practical perspective, our analysis aids practitioners, policymakers and regulators in establishing specific ESG disclosure practices for utilities to be compliant with environmental and social expectations of different stakeholders and specifically of sustainability-oriented investors. The study also offers managerial implications by providing insights on how to enhance ESG performance through the development of targeted governance mechanisms. From a managerial standpoint, the results indicate that CEOs should pay closer attention to board composition to boost ESG performance. Hence, the makeup of the BoD could be a strategy to manage reputational risk and to increase appeal of companies in an environmentally sensitive sector like that of utilities. Specifically, the findings encourage utility companies to appropriately identify their internal CG mechanisms, emphasizing the careful selection of BoDs’ members. As large boards allow to reach high levels of ESG performance, managers should involve both male and female directors to expand the board size and to ensure gender diversity in BoD. Particularly, utilities should increase the presence of female and independent directors to foster greater sensitivity toward ESG issues, thereby achieving high ESG performance. Additionally, our study highlights the importance of establishing a CSR/sustainability committee as a strategic means to ensure corporate commitment to sustainability. A dedicated CSR/sustainability committee focused on ESG matters seems to be an effective governance practice that utility companies must adopt to implement successful ESG strategies.

This study also presents some limitations. First, the empirical investigation assumes that the Refinitiv ESG score is a successful measure of utilities’ ESG performance. It would be more beneficial to inspect the impact of board diversity on ESG dimensions using other ESG performance measures. Furthermore, we have explored specific CG characteristics while we could have inspected other possible CG mechanisms affecting ESG performance levels. Furthermore, using a larger sample of utility companies and an extended time range to explore how ESG performance is influenced by the presence of certain attributes of the BoD is worthwhile pursuing. Currently, data availability poses a challenge in increasing the number of utilities’ observations in this type of investigation. Although the findings might not be generalized for European unlisted utility companies or for utilities operating in non-European countries, the paper offers very interesting insights for developing future research at least comparatively. In this regard, the limitations of this study provide opportunities for future research. First, while our study has examined several board characteristics, further research could focus on other diverse features and essential resources that board members possess (e.g. experience, skills, seniority, background and nationality), according to the resource dependence theory. Second, although we applied data from a panel of European countries, similar investigations could also be applied to individual European countries and/or involve comparative analyses across these developed countries. Additionally, future research could concentrate on other emerging countries to extract valuable new information on ESG performance. Third, future studies might use a different data set (e.g. Bloomberg) to measure ESG performance, or alternatively use an automatic software to extract ESG information straight from nonfinancial reports. Finally, future research could incorporate various macroeconomic variables or other contextual factors that might moderate or mediate the relationship between CG mechanisms and utilities’ ESG performance.

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Data & Figures

Table 1.

Explanation of variables

VariableDescription measureReferences
Dependent variable
ESG variable (source: Refinitiv)
ESG performance (ESG_perf)Comprehensive scoring of the environment, social and governance performance by the weighted average of the ESG scores and ESG controversies (captured from global media sources) (see Table 1)
Independent variables
Board size (B_size)Total number of directors on the bank’s board at the end of the fiscal yearLaksmana (2008); Said et al. (2009); Michelon and Parbonetti (2012); Amran et al. (2014); Arayssi et al. (2020); Jizi et al. (2014, 2017); Wasiuzzaman and Wan Mohammad (2020); Imperiale et al. (2023); Mehmood et al. (2023a, b)
Board gender diversity (B_gend)Percentage of female directors on the board (number of female directors divided by total number of board members)Barako and Brown (2008); Adams and Ferreira (2009); Amran et al. (2014); Galbreath (2016); Rao and Tilt (2016a, b); Cucari et al. (2018); Husted and de Sousa-Filho (2019); Arayssi et al. (2020); Cordeiro et al. (2020), Imperiale et al. (2023); Gerwing et al. (2022); Mehmood et al. (2023a, b)
Board mass of gender diversity (B_mgend)Dummy variable that takes value 1 if the board has at least three women, 0 otherwisePost et al. (2011), Fernandez-Feijoo et al. (2012, 2014), Liu (2018), Ben-Amar et al. (2017) 
Board independence (B_ind)Percentage of independent or outside directors on the boardChau and Gray (2010), Michelon and Parbonetti (2012); Jizi et al. (2014); Rao and Tilt (2016a, b); Husted and de Sousa-Filho (2019); Arayssi et al. (2020); Wasiuzzaman and Wan Mohammad (2020); Imperiale et al. (2023); Mehmood et al. (2023a), (2023b); Nicolò et al. (2023) 
CSR/sustainability committee (CSR_com)Dummy variable equal to 1 if the bank has a CSR committee or a sustainability committee, 0 otherwiseRao and Tilt (2016a, b); Liao et al. (2015); Hussain et al. (2018); Husted and de Sousa-Filho (2019); Arayssi et al. (2020); Gerwing et al. (2022); Wasiuzzaman and Wan Mohammad (2020); Imperiale et al. (2023); Mehmood et al. (2023a, b)
CEO duality (CEO_dual)Dummy variable that equals to 1 if the CEO is chairman of the board and zero otherwiseMichelon and Parbonetti (2012); Jizi et al. (2014); Loukil et al., 2019; Zaid et al., 2020; Arayssi et al. (2020); Imperiale et al. (2023); Mehmood et al. (2023a, b); Nicolò et al. (2023) 
Size (SIZE)*Natural logarithm of total assets of the firm (euro)Setó-Pamies (2015), Helfaya and Moussa (2017),Arayssi et al. (2020); Wasiuzzaman and Wan Mohammad (2020); Mehmood et al. (2023a, b); Nicolò et al. (2023) 
Return on equity (ROE)Net income divided by the value of total shareholders’ equitySetó-Pamies (2015), Helfaya and Moussa (2017),Arayssi et al. (2020),Mehmood et al. (2023a, b)
Leverage (LEV)Total debt divided by total assetsHelfaya and Moussa (2017); Wasiuzzaman and Wan Mohammad (2020); Mehmood et al. (2023a, b); Nicolò et al. (2023) 
GDP per capita (GDP)*Gross domestic product (GDP) per capitaFernandez-Feijoo et al. (2014); Hu and Scholtens (2014) 
Note(s):

*Natural logarithmic transformations of the numerical (nonindex) variables

Source(s): Authors’ own creation
Table 2.

Theoretical framework and evidences of the study

Dependent variableIndependent variablesHypothesesTheoriesExpected evidenceEmpirical evidence
ESGBoard diversityBoard sizeH1Agency theory (−) resource dependence theory (+) legitimacy theory (+)++
Board gender diversityPercentage of women on BoDH2H2aResource dependence theory (+) legitimacy theory (+)+No evidence
Critical mass of women on BoDH2bCritical mass theory (+)++
Board independenceH3Legitimacy theory (+)++
CSR/sustainability committeeH4Legitimacy theory (+)++
CEO dualityH5Agency theory (−) legitimacy theory (−)
Source(s): Authors’ own creation
Table 3.

Definition of ESG variables

ESG performance, ESG pillars and ESG dimensions (source: Refinitiv)
VariableDescription measureESG predictor
ESG performance (ESG_perf)Weighted average of the ESG scores and ESG controversies (captured from global media sources)It is a combined indicator of ESG pillars [i.e. the environmental pillar (ENV), the social pillar (SOC), the governance pillar (GOV)], discounted for ESG controversies
ESG pillarDescription measureESG dimensions
Environmental (ENV)Environmental performance measures a company’s capacity to reduce environmental emissions, to efficiently use natural resources in the production processes and to support the research and development of eco-efficient products and servicesIt is based on three dimensions: ENV_Ru (resource use efficiency), ENV_Em (emission and waste reduction), ENV_In (environmental innovation)
ENV_Ru = efficiency in reducing the use of materials, energy or water and capacity to find more eco-efficient solutions for the business processes
ENV_Em = commitment and effectiveness in reducing environmental emissions and waste in operational activities
ENV_In = capacity to reduce the environmental burdens and costs for its clients and to create new opportunities for eco-designed products and services
Social (SOC)Social performance measures a company’s capacity to generate trust and loyalty in its workforce, to respect the fundamental conventions of human rights, to be a good citizen, to protect public health, to respect business ethics and to create value-added products and servicesIt is based on four dimensions: SOC_Wf (workforce), SOC_Hr (human rights), SOC_com (community), SOC_prd (product responsibility)
SOC_Wf = effectiveness toward job satisfaction, safe and healthy workplace, while developing both equal and diversity opportunity
SOC_Hr = effectiveness in respecting fundamental human rights conventions
SOC_com = commitment to being a good citizen, respecting business ethics and protecting public health
SOC_prd = capacity to offer high quality products and services, regarding the customers’ health and safety, data privacy and integrity
Governance (GOV)Corporate governance performance measures a company’s capacity to act in the best interest of its shareholders through management systems and processes (structure and functions of the board of directors, compensation policy, etc.)It combines three dimensions: GOV_Mo (management and oversight), GOV_shr (shareholders rights), GOV_csr (CSR strategy)
GOV_Mo = commitment and effectiveness in following corporate governance principles
GOV_shr = effectiveness in treating its shareholders in an equal manner
GOV_csr = way to incorporate social and environmental dimensions in its decision-making processes
Source(s): Authors’ own creation
Table 4.

Descriptive statistics of the variables. Panel data for the period 2018–2022

VariableMin.Max.MeanMedianSD
Dependent variables
ESG performance (ESG_perf)20.162591.438761.326361.853213.6438
Independent variables
Board size (B_size)23712.460412.23444.7765
Board gender diversity (B_gend)00.33670.21450.10180.3867
Board mass of gender diversity (B_mgend)010.30540.37820.3248
Board independence (B_ind)010.62760.62550.2854
CSR/sustainability committee (CSR_com)010.57500.58990.4984
CEO duality (CEO_dual)010.70540.69520.3043
Control variables
Bank size (size)6.77329.45107.82677.80390.6567
Leverage (lev)0.01370.23820.06720.08850.0483
Return on equity (roe)−2.97770.71960.03720.07700.2025
GDP per capita (gdp)−11.51549.43760.07290.16873.6432
Source(s): Authors’ own creation
Table 5.

Pearson correlations

VariablesESG_perfB_sizeB_gendB_mgendB_indCSR_comCEO_dualSizeLevRoeGdpVIF
ESG_perf1.00000.7574**0.5782***0.4744***0.6856**0.0886***0.67990.7680***−0.2345***0.07740.21391.25
B_size1.0000−0.14990.3135***0.0132−0.3717***0.1813***0.2721***−0.2325***0.0055−0.4285***1.13
B_gend1.00000.7452***−0.1156***0.1216**0.3463***0.4840***−0,1725***0.1413**0.1415**1.67
B_mgend1.0000−0.2173**0.02360.3177***0.3999***−0.1922***0.0877−0.07671.36
B_ind1.00000.12180.01880.11050.3655***0.1325**0.4556***1.37
CSR_com1.00000.03550.4450***−0.3331***−0.0778−0.1647***2.52
CEO_dual1.00000.1197***0.2123***−0.2243**−0.00681.16
Size1.0000−0.2676***0.0272−0.07752.45
Lev1.00000.1953***0.1764***1.10
Roe1.00000.18432.30
Gdp1.00001.70
Note(s):

*, ** and ***denotes level of significance at the 0.10, 0.05 and 0.01 levels, respectively

Source(s): Authors’ own creation
Table 6.

Panel regression results for predictors with robust standard errors

VariableModel 1 ESG_perf Coeff. (p-value) No lagModel 2 ESG_perf Coeff. (p-value) One-year lagModel 3 ESG_perf Coeff. (p-value) Two-years lag
B_size0.0769 (0.0354)0.0583** (0.0355)0.0672** (0.0371)
B_gend0.1765 (0.0872)0.2880 (0.1402)0.4466 (0.1832)
B_mgend0.2198* (0.1675)0.3159** (0.1626)0.6945** (0.3638)
B_ind0.0554* (0.0306)0.0593** (0.0299)0.0625** (0.0307)
CSR_com0.0339* (0.0234)0.0386* (0.0223)0.0368* (0.0237)
CEO_dual−0.0125(0.0166)*−0.0137 (0.0154)−0.0125 (0.0162)
Size0.0173*** (0.0056)0.0147*** (0.0066)0.0167*** (0.0046)
Lev−0.3905 (0.7493)−0.4077* (0.7534)−0.3342* (0.7426)
Roe0.0146** (0.0067)0.0148** (0.0059)0.0157** (0.0053)
Gdp0.0155 (0.1613)0.0011 (0.1383)0.0057 (0.1478)
RegressionF18.73***15.88***17.31***
R2 within0.43170.23690.1266
R2 between0.57100.49860.0133
R2 overall0.45870.37050.0019
Wald χ279.23**  
Hausman χ223.5429.95*37.71
Fixed/random effectsFixedFixedFixed
Note(s):

n = 119 (number of utility firms). ∑iTi.n = 595 (number of utility firm-year observations). The robust standard errors of the estimated coefficients reported in parentheses are clustered at the firm level *, ** and ***denotes level of significance at the 0.10, 0.05 and 0.01 levels, respectively

Source(s): Authors’ own creation
Table 7.

Robustness checks

VariableModel 1 ESG_perf Coeff. (p-value) No lagModel 2 ESG_perf Coeff. (p-value) One-year lagModel 3 ESG_perf Coeff. (p-value) Two-years lag
B_size0.0899 (0.0345)0.0572** (0.0366)0.0683** (0.0392)
B_gend0.1734 (0.0860)0.2894 (0.1405)0.4477 (0.1892)
B_mgend0.2163* (0.1684)0.3161** (0.1632)0.6973** (0.3689)
B_ind0.0563* (0.0317)0.0589** (0.0277)0.0632** (0.0313)
CSR_com0.0342* (0.0237)0.0388* (0.0224)0.0365* (0.0242)
CEO_dual−0.0127 (0.0166)*−0.0138 (0.0163)−0.0127 (0.0164)
Board age0.03240.00620.0019
Control variablesYesYesYes
R20.43550.53460.3887
B_size0.0768 (0.0347)0.0585** (0.0366)0.0675** (0.0374)
B_gend0.1767 (0.0863)0.2882 (0.1410)0.4459 (0.1852)
B_mgend0.2196* (0.1663)0.3160** (0.1632)0.6947** (0.3640)
B_ind0.0584* (0.0312)0.0597** (0.0266)0.0630** (0.0315)
CSR_com0.0347* (0.0242)0.0379* (0.0235)0.0372* (0.0297)
CEO_dual−0.0127 (0.0177)*−0.0138 (0.0152)−0.0125 (0.0147)
Control variablesYesYesYes
R20.45440.55830.3594
Note(s):

n = 119 (number of utility firms). ∑iTin = 595 (number of utility firm-year observations). Panel fixed effects (within) estimation (significant Hausman test). Firm-level clustered robust standard errors are in brackets *, ** and ***denotes level of significance at the 0.10, 0.05 and 0.01 levels, respectively

Source(s): Authors’ own creation

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