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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">69</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:8D21F818-6EEF-540F-91C7-D50E3E5A13E0</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Maandblad voor Accountancy en Bedrijfseconomie</journal-title>
        <abbrev-journal-title xml:lang="en">MAB</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0924-6304</issn>
      <issn pub-type="epub">2543-1684</issn>
      <publisher>
        <publisher-name>Amsterdam University Press</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5117/mab.100.166423</article-id>
      <article-id pub-id-type="publisher-id">166423</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>MAB-scriptieprijs</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Corporate governance (Corporate governance)</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>When more is not always better: Non-linear and governance-layer effects of female representation on ESG performance</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Li</surname>
            <given-names>Chaoran</given-names>
          </name>
          <email xlink:type="simple">lichaoran_@outlook.com</email>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Madelaine</surname>
            <given-names>Alexandre</given-names>
          </name>
          <email xlink:type="simple">madelaine@rsm.nl</email>
          <uri content-type="orcid">https://orcid.org/0000-0002-0418-0833</uri>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Ms., Rotterdam, Netherlands</addr-line>
        <institution>Ms.</institution>
        <addr-line content-type="city">Rotterdam</addr-line>
        <country>Netherlands</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Dr., Rotterdam, Netherlands</addr-line>
        <institution>Dr.</institution>
        <addr-line content-type="city">Rotterdam</addr-line>
        <country>Netherlands</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding authors: Chaoran Li (<email xlink:type="simple">lichaoran_@outlook.com</email>), Alexandre Madelaine (<email xlink:type="simple">madelaine@rsm.nl</email>).</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: René Orij</p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>15</day>
        <month>05</month>
        <year>2026</year>
      </pub-date>
      <volume>100</volume>
      <issue>3</issue>
      <fpage>117</fpage>
      <lpage>126</lpage>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/A6E82B0C-B3AC-5A42-ADA3-C9DB10C349CA">A6E82B0C-B3AC-5A42-ADA3-C9DB10C349CA</uri>
      <history>
        <date date-type="received">
          <day>23</day>
          <month>07</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>06</day>
          <month>01</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <license license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/share-your-work/public-domain/cc0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the CC0 Public Domain Dedication.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>Abstract</label>
        <p>This study investigates whether more female representation always leads to better ESG performance using European STOXX 600 firms from 2010 to 2023. Across firms, higher female representation in the top management team is associated with better ESG performance. We find limited evidence that this association is non-linear; if anything, the relationship appears to weaken at high levels of representation. Within firms over time, increases in board female representation weaken the positive association between top management female representation and ESG performance, suggesting substitution across governance layers. Overall, our findings suggest that more female representation is not always better for ESG performance.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>Top management team</kwd>
        <kwd>female representation</kwd>
        <kwd>gender diversity</kwd>
        <kwd>ESG performance</kwd>
        <kwd>corporate governance</kwd>
        <kwd>board–management interaction</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="Relevance to practice" id="sec1">
      <title>Relevance to practice</title>
      <p>The study highlights that adding more women to executive teams does not automatically improve ESG outcomes. Beyond numerical targets, firms should foster meaningful participation and cross-layer coordination between boards and management. Policymakers and organizations must design governance frameworks that empower diverse leadership to drive sustainability strategically and effectively.</p>
    </sec>
    <sec sec-type="1. Introduction" id="sec2">
      <title>1. Introduction</title>
      <p>Prior research finds that firms with high ESG scores tend to experience strong financial performance and access to finance (<xref ref-type="bibr" rid="B43">Luo and Bhattacharya 2006</xref>; <xref ref-type="bibr" rid="B13">Cheng et al. 2014</xref>; <xref ref-type="bibr" rid="B19">Eccles et al. 2014</xref>; <xref ref-type="bibr" rid="B61">Velte 2017</xref>). Therefore, understanding what drives a firm’s ESG performance has long been a subject of academic interest, with corporate governance characteristics identified as important determinants (e.g., <xref ref-type="bibr" rid="B57">Shrivastava and Addas 2014</xref>; <xref ref-type="bibr" rid="B45">Martiny et al. 2024</xref>). Within these governance characteristics, female leadership has emerged as a notable factor, as researchers increasingly examine how women’s participation in strategic and oversight roles influences firms’ social and environmental outcomes (e.g., <xref ref-type="bibr" rid="B44">Manner 2010</xref>; <xref ref-type="bibr" rid="B60">Velte 2016</xref>; <xref ref-type="bibr" rid="B55">Romano et al. 2020</xref>). Many studies report a positive association between female representation and ESG outcomes (e.g., <xref ref-type="bibr" rid="B26">Glass et al. 2016</xref>; <xref ref-type="bibr" rid="B33">Jiang and Akbar 2018</xref>; <xref ref-type="bibr" rid="B48">Naveed et al. 2021</xref>; <xref ref-type="bibr" rid="B53">Provasi and Harasheh 2021</xref>). However, other research reports mixed or insignificant effects (e.g., <xref ref-type="bibr" rid="B54">Rao and Tilt 2016</xref>), partly reflecting differences in data sources and ESG rating providers (<xref ref-type="bibr" rid="B1">Aabo and Giorici 2023</xref>). Moreover, several studies emphasize the importance of a critical mass effect, suggesting that a meaningful influence emerges only when women constitute around 30% of board members or more than three individuals (<xref ref-type="bibr" rid="B51">Post et al. 2011</xref>; <xref ref-type="bibr" rid="B34">Jouber 2022</xref>; <xref ref-type="bibr" rid="B2">Al-Shaer et al. 2024</xref>). Thus, while greater female representation in leadership is generally viewed as beneficial, it remains unclear whether more is always better. In this paper, we ask the following question: <italic>Is greater female representation in leadership roles always linked to higher ESG performance</italic>?</p>
      <p>Despite progress in recent years, women remain underrepresented in corporate leadership positions. According to the European Institute for Gender Equality (<xref ref-type="bibr" rid="B20">EIGE 2024</xref>), women held 33.8% of board seats across the European Union in 2023, but only 22.2% of top management roles, highlighting a persistent gap in executive representation between the two layers. This gap implies that female leadership is not uniform across governance layers, with women serving on boards and in top management teams likely affecting ESG strategies through different decision-making processes. We specifically focus on top management teams (<abbrev xlink:title="top management teams">TMTs</abbrev>), defined as the group of a firm’s most senior leaders, typically holding C-suite or equivalent positions, who directly influence the firm’s policies, performance, and strategic direction. <abbrev xlink:title="top management teams">TMTs</abbrev> play an important role in translating the board’s ESG objectives into actionable plans, managing relevant KPIs, and overseeing the flow of ESG-related information. In particular, key executives, such as the Chief Financial Officer or Chief Sustainability Officer, can improve the quality of sustainability reporting (<xref ref-type="bibr" rid="B59">Thun and Zülch 2023</xref>) and strengthen ESG policies (<xref ref-type="bibr" rid="B50">Peters et al. 2019</xref>).</p>
      <p>Using multiple regressions on a sample of STOXX 600 companies, we examine two aspects:</p>
      <list list-type="order">
        <list-item>
          <p>The non-linear effects of female representation in TMT on ESG performance, and;
</p>
        </list-item>
        <list-item>
          <p>The role of female representation across governance layers (TMT vs. board).
</p>
        </list-item>
      </list>
      <p>Overall, our findings provide limited evidence that the positive impact of female representation in the TMT diminishes as the number of women increases, and more robust evidence that strong female representation on the board lessens the additional effect of having more women in the TMT—highlighting that more is not always better.</p>
    </sec>
    <sec sec-type="2. Literature review and hypotheses" id="sec3">
      <title>2. Literature review and hypotheses</title>
      <sec sec-type="2.1. Upper echelons theory and TMT" id="sec4">
        <title>2.1. Upper echelons theory and TMT</title>
        <p>According to upper echelons theory (<xref ref-type="bibr" rid="B27">Hambrick and Mason 1984</xref>), a company’s strategic decisions and organizational outcomes partly reflect the characteristics of its TMT, including tenure, gender, work experience, and educational background. For instance, TMT heterogeneity can foster diverse ideas, perspectives, and expertise in strategic decision-making, leading to greater innovation (<xref ref-type="bibr" rid="B4">Bantel and Jackson 1989</xref>) and better financial performance (<xref ref-type="bibr" rid="B12">Carpenter 2002</xref>). Multiple studies suggest that women in leadership roles tend to be more socially-oriented and place more emphasis on the discretionary elements of CSR (<xref ref-type="bibr" rid="B32">Ibrahim and Angelidis 1994</xref>; <xref ref-type="bibr" rid="B9">Burgess and Tharenou 2002</xref>). Consequently, a gender-diverse leadership team is more likely to consider the long-term interests of a broader range of stakeholders and to promote stronger ESG performance.</p>
      </sec>
      <sec sec-type="2.2. Female representation in TMT and ESG performance" id="sec5">
        <title>2.2. Female representation in TMT and ESG performance</title>
        <p>Prior research highlights that various CEO characteristics play an important role in shaping firms’ social responsibility strategies (e.g., <xref ref-type="bibr" rid="B30">Huang 2013</xref>; <xref ref-type="bibr" rid="B38">Lewis et al. 2014</xref>; <xref ref-type="bibr" rid="B58">Tang et al. 2015</xref>). Empirical evidence indicates that <abbrev xlink:title="top management teams">TMTs</abbrev> with higher female representation, or specifically firms led by female CEOs, tend to exhibit higher ESG performance, likely due to more inclusive decision-making and greater sensitivity to stakeholder concerns (<xref ref-type="bibr" rid="B33">Jiang and Akbar 2018</xref>; <xref ref-type="bibr" rid="B31">Hyun et al. 2022</xref>; <xref ref-type="bibr" rid="B14">Chiao et al. 2024</xref>; <xref ref-type="bibr" rid="B29">Huang et al. 2025</xref>; <xref ref-type="bibr" rid="B64">Yahya 2025</xref>). However, these findings are not uniform, as some studies report insignificant or even negative relationships with certain ESG dimensions, showing weaker associations (<xref ref-type="bibr" rid="B17">Dong et al. 2025</xref>; <xref ref-type="bibr" rid="B56">Sandretto et al. 2025</xref>; <xref ref-type="bibr" rid="B21">van den Eijnde 2025</xref>). This inconsistency suggests that a higher proportion of women in <abbrev xlink:title="top management teams">TMTs</abbrev> is not always better, as the effect may depend on contextual factors such as the initial level of female representation or the interaction between different governance layers.</p>
      </sec>
      <sec sec-type="2.3. Hypotheses development" id="sec6">
        <title>2.3. Hypotheses development</title>
        <p>Although prior studies generally find a positive link between female leadership and ESG performance, several have proposed the existence of a critical mass of female leaders needed to drive meaningful changes (<xref ref-type="bibr" rid="B37">Konrad et al. 2008</xref>). Specifically, reaching a threshold of around three female board members can enhance ESG disclosure and outcomes (<xref ref-type="bibr" rid="B51">Post et al. 2011</xref>; <xref ref-type="bibr" rid="B16">De Masi et al. 2021</xref>; <xref ref-type="bibr" rid="B2">Al-Shaer et al. 2024</xref>).</p>
        <p><xref ref-type="bibr" rid="B35">Kanter (1977)</xref> describes individuals from underrepresented groups, such as women, as “tokens” in predominantly homogeneous settings. These individuals often face pressure to conform and may respond through isolation, self-distortion, or reduced visibility. Because women occupy a smaller share of TMT positions compared to board seats, they face even greater pressures to blend in, which may undermine their ability to influence sustainable strategies effectively. This dynamic may change once female representation reaches a critical mass. Critical mass theory posits that while a single woman in leadership is unlikely to influence a firm’s strategy, a group of women can do so by providing mutual support, fostering confidence, and increasing the likelihood that their ideas are heard (<xref ref-type="bibr" rid="B37">Konrad et al. 2008</xref>). Empirical studies directly examining critical mass in the context of female representation in <abbrev xlink:title="top management teams">TMTs</abbrev> and sustainability practices show that significant improvements in voluntary carbon disclosure (<xref ref-type="bibr" rid="B10">Caby et al. 2024</xref>), reductions in ESG misconduct (<xref ref-type="bibr" rid="B25">García-Meca and Martinez-Ferrero 2025</xref>), and enhancements in corporate social performance (<xref ref-type="bibr" rid="B34">Jouber 2022</xref>) occur when women constitute at least 30% of the TMT or exceed three members. However, other studies, such as <xref ref-type="bibr" rid="B15">Cook and Glass (2018)</xref>, find that even one or two female directors can be associated with improvements in a firm’s CSR policy.</p>
        <p>Beyond a certain point, the resources and perspectives contributed by additional women in leadership may become redundant, reducing the marginal benefits of further female representation. Consistent with this view, <xref ref-type="bibr" rid="B46">Meng and Zhu (2024)</xref> find an inverted U-shaped relationship between the proportion of female executives and ESG performance, with a turning point around 33%, suggesting a potential over-saturation effect of TMT female representation. Similarly, <xref ref-type="bibr" rid="B7">Birindelli et al. (2018)</xref> report an inverted U-shaped relationship between female board representation and banks’ ESG performance, indicating that gender-balanced, rather than female-dominated, boards are most effective for sustainability outcomes.</p>
        <p>When a perspective becomes dominant rather than complementary, it loses its distinctive influence on strategic priorities. As ESG considerations become more institutionalized and less contested, they may receive less incremental attention and cognitive diversity, potentially leading to a deterioration in associated performance. First, because decision-makers’ actions depend on the issues they focus on (<xref ref-type="bibr" rid="B49">Ocasio 1997</xref>), if ESG performance becomes taken for granted because of high female representation, it may receive less incremental attention and could be overlooked. Second, as female representation increases, decision-makers can become more homogenous, especially because women would not be considered tokens anymore and could even become dominant. This could reduce debate and cognitive stimulation, implying possible negative marginal effects at high levels of similarity (<xref ref-type="bibr" rid="B47">Milliken and Martins 1996</xref>). Corroborating this perspective, prior studies show that gender-diverse teams often outperform female-dominated teams, which can suffer from emotional overload and insufficient cognitive contrast (e.g., <xref ref-type="bibr" rid="B62">Wegge et al. 2008</xref>; <xref ref-type="bibr" rid="B3">Apesteguia et al. 2012</xref>).</p>
        <p>Given these contrasting perspectives, we argue that the relationship between female representation and ESG performance could be either convex or concave, or both. We remain agnostic about the specific form and only hypothesize that a non-linear relationship exists:</p>
        <p><italic>H1: Female representation in <abbrev xlink:title="top management teams">TMTs</abbrev> has a non-linear relationship with ESG performance</italic>.</p>
        <p>Corporate governance encompasses both boards and <abbrev xlink:title="top management teams">TMTs</abbrev>, with <abbrev xlink:title="top management teams">TMTs</abbrev> responsible for implementing ESG strategies under board oversight. While the gender composition of TMT may influence ESG performance, its effect could be shaped by board composition. Yet, the interaction between these two layers remains underexplored. This issue is particularly relevant because female representation on boards also contributes to stronger ESG performance (e.g., <xref ref-type="bibr" rid="B23">Galbreath 2011</xref>; <xref ref-type="bibr" rid="B8">Boulouta 2013</xref>; <xref ref-type="bibr" rid="B60">Velte 2016</xref>; <xref ref-type="bibr" rid="B53">Provasi and Harasheh 2021</xref>), raising the question of how female representation across both layers jointly affects ESG outcomes.</p>
        <p>The relationship between board and TMT diversity can be conceptualized as additive, complementary, or substitutive:</p>
        <list list-type="order">
          <list-item>
            <p>If female representation on the board and TMT is <italic>additive</italic>, their contributions to ESG performance are independent, meaning that each layer adds value on its own without interacting with the other. This implies that firms could improve ESG performance simply by increasing female representation in either governance layer, without considering how the two layers interact.
                    </p>
          </list-item>
          <list-item>
            <p>A <italic>complementarity</italic> perspective suggests that joint female representation enhances organizational outcomes more than either layer alone (<xref ref-type="bibr" rid="B22">Ennen and Richter 2010</xref>). Consistent with critical mass theory, a board with high female representation can create a supportive environment for female TMT members, reducing the pressures of being a “token” and fostering alignment on ESG goals. In addition, diverse boards are better positioned to provide resources, regulatory insights, and industry expertise, which can facilitate TMT-led sustainability initiatives and improve overall ESG performance.
                    </p>
          </list-item>
          <list-item>
            <p>A <italic>substitution</italic> effect may arise when the two governance layers perform overlapping strategic functions, so that female representation in one layer reduces the marginal benefit of representation in the other. According to resource dependence theory (e.g., <xref ref-type="bibr" rid="B28">Hillman et al. 2000</xref>), if a gender-diverse board already provides ESG-related resources, the additional contribution of TMT female representation may be limited.
                    </p>
          </list-item>
        </list>
        <p>Empirical studies on joint female representation on boards and <abbrev xlink:title="top management teams">TMTs</abbrev> produce mixed results. For instance, firms with high female representation in both layers tend to exhibit higher innovation (<xref ref-type="bibr" rid="B63">Wu et al. 2022</xref>), whereas employee productivity increases particularly when the TMT includes female representation but the board does not (<xref ref-type="bibr" rid="B41">Luanglath et al. 2019</xref>). These findings support the idea that greater board female representation can expand the scope of TMT actions, helping them navigate complex environments (<xref ref-type="bibr" rid="B36">Kim et al. 2009</xref>), but they also point to potential redundancy. Given these competing perspectives, we formulate the hypothesis in null form:</p>
        <p><italic>H2: Board female representation does not moderate the relationship between TMT female representation and ESG performance</italic>.</p>
      </sec>
    </sec>
    <sec sec-type="3. Sample and variables" id="sec7">
      <title>3. Sample and variables</title>
      <p>We have selected firms from the STOXX 600 Index, following prior studies (e.g., <xref ref-type="bibr" rid="B6">Bifulco et al. 2023</xref>; <xref ref-type="bibr" rid="B52">Priem and Gabellone 2024</xref>). The index includes 600 listed firms across 17 European countries, providing a broad and diversified representation of European corporate activity. The sample reflects the index composition as of March 1, 2025. ESG, corporate governance and financial variables are obtained from the London Stock Exchange Group (<abbrev xlink:title="London Stock Exchange Group">LSEG</abbrev>, formerly Refinitiv) for the period 2010–2023, as firms disclosed little non-financial information before 2010 (<xref ref-type="bibr" rid="B39">Lin et al. 2024</xref>) and the quality of ESG data was also limited at that time (<xref ref-type="bibr" rid="B5">Bermejo Climent et al. 2021</xref>).</p>
      <p>The dataset initially includes 8,400 firm-year observations; after excluding those with missing values, 6,701 remain. To assess potential sample selection bias arising due to missing data, we compare included and excluded observations on key firm characteristics (company size, <abbrev xlink:title="profitability">ROA</abbrev>, and leverage) using unpaired t-tests. Untabulated results indicate that firms with missing data are significantly smaller and exhibit higher asset profitability.</p>
      <p>We present definitions of all our variables in Table <xref ref-type="table" rid="T1">1</xref>. The primary dependent variable is the ESG score (<abbrev xlink:title="ESG score">ESGS</abbrev>). Developed by <abbrev xlink:title="London Stock Exchange Group">LSEG</abbrev>, this measure evaluates a company’s relative ESG performance, commitment, and effectiveness across ten key categories, based on self-reported data (<xref ref-type="bibr" rid="B40">LSEG Data &amp; Analytics 2024</xref>). The ESG score aggregates three pillars (Environmental, Social, and Governance) capturing performance across these dimensions. Scores range from 0 to 100, with higher values indicating stronger ESG performance and greater transparency in reporting on material ESG issues. Because female representation in top management may influence ESG outcomes through pillar-specific mechanisms, its effects need not be uniform across ESG dimensions. Consistent with prior evidence that TMT female representation positively affects social scores but may negatively influence environmental scores (<xref ref-type="bibr" rid="B17">Dong et al. 2025</xref>), we also consider the environmental (<abbrev xlink:title="environmental">ENS</abbrev>) and social (<abbrev xlink:title="social">SOS</abbrev>) pillar scores as alternative dependent variables. The governance pillar score is excluded because it might incorporate gender diversity indicators (i.e., female representation), which could introduce reverse causality concerns.</p>
      <table-wrap id="T1" position="float" orientation="portrait">
        <label>Table 1.</label>
        <caption>
          <p>Variable definitions.</p>
        </caption>
        <table>
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">
                <bold>Type</bold>
              </th>
              <th rowspan="1" colspan="1">
                <bold>Name</bold>
              </th>
              <th rowspan="1" colspan="1">
                <bold>Definition</bold>
              </th>
            </tr>
            <tr>
              <td rowspan="3" colspan="1">Dependent variables</td>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="ESG score">ESGS</abbrev>
              </td>
              <td rowspan="1" colspan="1"><abbrev xlink:title="London Stock Exchange Group">LSEG</abbrev> ESG score</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="environmental">ENS</abbrev>
              </td>
              <td rowspan="1" colspan="1"><abbrev xlink:title="London Stock Exchange Group">LSEG</abbrev> Environmental pillar score</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="social">SOS</abbrev>
              </td>
              <td rowspan="1" colspan="1"><abbrev xlink:title="London Stock Exchange Group">LSEG</abbrev> Social pillar score</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Main independent variable</td>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="top management team">FTMT</abbrev>
              </td>
              <td rowspan="1" colspan="1">Percentage of female executives</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Moderating and control variable</td>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="female directors on the board">FBOD</abbrev>
              </td>
              <td rowspan="1" colspan="1">Percentage of female board members</td>
            </tr>
            <tr>
              <td rowspan="6" colspan="1">Control variables</td>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="firm size">SIZE</abbrev>
              </td>
              <td rowspan="1" colspan="1">Natural logarithm of total assets (in euro)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="profitability">ROA</abbrev>
              </td>
              <td rowspan="1" colspan="1">EBIT scaled by total assets</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="leverage">LEV</abbrev>
              </td>
              <td rowspan="1" colspan="1">Total debt scaled by total assets</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="CEO duality">DUAL</abbrev>
              </td>
              <td rowspan="1" colspan="1">Dummy variable equal to 1 if the CEO simultaneously serves as board chair, and 0 otherwise</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="board size">NBOD</abbrev>
              </td>
              <td rowspan="1" colspan="1">Natural logarithm of the total number of board members</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="sustainability committee">CSRC</abbrev>
              </td>
              <td rowspan="1" colspan="1">Dummy variable equal to 1 if the firm has a committee related to CSR, ESG, or sustainability, and 0 otherwise</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>Note: this table defines all variables used in the regressions.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Top management female representation, the independent variable of interest, is measured as the percentage of women in the top management team (<abbrev xlink:title="top management team">FTMT</abbrev>). The moderating variable, board female representation, is measured as the proportion of female directors on the board (<abbrev xlink:title="female directors on the board">FBOD</abbrev>). This variable is also included as a control variable. Other control variables account for firm characteristics that may influence ESG performance beyond <abbrev xlink:title="top management team">FTMT</abbrev> and <abbrev xlink:title="female directors on the board">FBOD</abbrev>. They include firm size (<abbrev xlink:title="firm size">SIZE</abbrev>) (<xref ref-type="bibr" rid="B18">Drempetic et al. 2020</xref>), profitability (<abbrev xlink:title="profitability">ROA</abbrev>) and leverage (<abbrev xlink:title="leverage">LEV</abbrev>) (<xref ref-type="bibr" rid="B11">Campbell 2007</xref>). We also control for corporate governance characteristics such as CEO duality (<abbrev xlink:title="CEO duality">DUAL</abbrev>) and board size (<abbrev xlink:title="board size">NBOD</abbrev>). Finally, we control for the presence of CSR or sustainability committee (<abbrev xlink:title="sustainability committee">CSRC</abbrev>).</p>
      <p>Table <xref ref-type="table" rid="T2">2</xref> reports descriptive statistics for all variables. The average ESG score (<abbrev xlink:title="ESG score">ESGS</abbrev>) is 64.2, while the environmental (<abbrev xlink:title="environmental">ENS</abbrev>) and social (<abbrev xlink:title="social">SOS</abbrev>) pillar scores are slightly higher than the overall ESG score. The wide range between the minimum (2.69) and maximum (95.9), combined with a high standard deviation, indicates substantial heterogeneity in ESG performance among European listed firms. The mean and median female representation in the TMT (<abbrev xlink:title="top management team">FTMT</abbrev>) are 15.1% and 14.3%, respectively, which are substantially lower than the corresponding figures in the board (<abbrev xlink:title="female directors on the board">FBOD</abbrev>, 28.6% and 30%). These results indicate that women are underrepresented in TMT relative to boards, consistent with EU reports and quota regulations.</p>
      <table-wrap id="T2" position="float" orientation="portrait">
        <label>Table 2.</label>
        <caption>
          <p>Descriptive statistics.</p>
        </caption>
        <table>
          <tbody>
            <tr>
              <th rowspan="1" colspan="1"/>
              <th rowspan="1" colspan="1"><bold>Obs</bold>.</th>
              <th rowspan="1" colspan="1">
                <bold>Mean</bold>
              </th>
              <th rowspan="1" colspan="1">
                <bold>Median</bold>
              </th>
              <th rowspan="1" colspan="1"><bold>Std. Dev</bold>.</th>
              <th rowspan="1" colspan="1"><bold>Min</bold>.</th>
              <th rowspan="1" colspan="1"><bold>Max</bold>.</th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="ESG score">ESGS</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">64.2</td>
              <td rowspan="1" colspan="1">67.5</td>
              <td rowspan="1" colspan="1">17.8</td>
              <td rowspan="1" colspan="1">2.69</td>
              <td rowspan="1" colspan="1">95.9</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="environmental">ENS</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">65.2</td>
              <td rowspan="1" colspan="1">70.3</td>
              <td rowspan="1" colspan="1">23.3</td>
              <td rowspan="1" colspan="1">0</td>
              <td rowspan="1" colspan="1">99.1</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="social">SOS</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">67.2</td>
              <td rowspan="1" colspan="1">71.8</td>
              <td rowspan="1" colspan="1">20.7</td>
              <td rowspan="1" colspan="1">1.56</td>
              <td rowspan="1" colspan="1">98.5</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="top management team">FTMT</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">15.1</td>
              <td rowspan="1" colspan="1">14.3</td>
              <td rowspan="1" colspan="1">13.6</td>
              <td rowspan="1" colspan="1">0</td>
              <td rowspan="1" colspan="1">100</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="female directors on the board">FBOD</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">28.6</td>
              <td rowspan="1" colspan="1">30</td>
              <td rowspan="1" colspan="1">13.7</td>
              <td rowspan="1" colspan="1">0</td>
              <td rowspan="1" colspan="1">75</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="firm size">SIZE</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">16.4</td>
              <td rowspan="1" colspan="1">16.2</td>
              <td rowspan="1" colspan="1">1.73</td>
              <td rowspan="1" colspan="1">10.6</td>
              <td rowspan="1" colspan="1">21.7</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="profitability">ROA</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">6.0</td>
              <td rowspan="1" colspan="1">5.13</td>
              <td rowspan="1" colspan="1">5.02</td>
              <td rowspan="1" colspan="1">-0.84</td>
              <td rowspan="1" colspan="1">18.0</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="leverage">LEV</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">24.8</td>
              <td rowspan="1" colspan="1">23.9</td>
              <td rowspan="1" colspan="1">15.2</td>
              <td rowspan="1" colspan="1">0.01</td>
              <td rowspan="1" colspan="1">132</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="CEO duality">DUAL</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">0.119</td>
              <td rowspan="1" colspan="1">0</td>
              <td rowspan="1" colspan="1">0.324</td>
              <td rowspan="1" colspan="1">0</td>
              <td rowspan="1" colspan="1">1</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="board size">NBOD</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">2.37</td>
              <td rowspan="1" colspan="1">2.4</td>
              <td rowspan="1" colspan="1">0.34</td>
              <td rowspan="1" colspan="1">0.69</td>
              <td rowspan="1" colspan="1">3.64</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <abbrev xlink:title="sustainability committee">CSRC</abbrev>
              </td>
              <td rowspan="1" colspan="1">6701</td>
              <td rowspan="1" colspan="1">0.832</td>
              <td rowspan="1" colspan="1">1</td>
              <td rowspan="1" colspan="1">0.374</td>
              <td rowspan="1" colspan="1">0</td>
              <td rowspan="1" colspan="1">1</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>Note: this table presents descriptive statistics for all variables used in the regressions.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>The variable <abbrev xlink:title="board size">NBOD</abbrev>, representing the natural logarithm of the number of board members, has a mean of 2.37 and varies between 0.69 and 3.64. Approximately 83% of firm-year observations report the presence of a CSR committee (<abbrev xlink:title="sustainability committee">CSRC</abbrev>), while only 11.9% exhibit CEO duality (<abbrev xlink:title="CEO duality">DUAL</abbrev>). The average firm size (<abbrev xlink:title="firm size">SIZE</abbrev>) is 16.4, with an average <abbrev xlink:title="profitability">ROA</abbrev> of 6.0%. Leverage (<abbrev xlink:title="leverage">LEV</abbrev>) averages 24.8%, suggesting a moderately leveraged capital structure, though some firms exhibit substantially higher leverage levels.</p>
    </sec>
    <sec sec-type="4. Results" id="sec8">
      <title>4. Results</title>
      <sec sec-type="4.1. Baseline regressions" id="sec9">
        <title>4.1. Baseline regressions</title>
        <p>Before presenting the main results, we first test whether a higher proportion of women in the TMT is positively associated with ESG performance by estimating the following regressions:</p>
        <p><abbrev xlink:title="ESG score">ESGS</abbrev><sub>i,t</sub> or <abbrev xlink:title="environmental">ENS</abbrev><sub>i,t</sub> or <abbrev xlink:title="social">SOS</abbrev><sub>i,t</sub> = β<sub>0</sub> + β<sub>1</sub><abbrev xlink:title="top management team">FTMT</abbrev><sub>i,t</sub> + Controls<sub>i,t</sub> + Fixed effects + ε (1)</p>
        <p>Controls include all variables identified as control variables in Table <xref ref-type="table" rid="T1">1</xref>, including <abbrev xlink:title="female directors on the board">FBOD</abbrev>. All regressions include year fixed effects, and depending on the specification, either industry or firm fixed effects. While firm fixed effects control for time-invariant firm-specific characteristics, industry fixed effects only capture differences across sectors and do not account for heterogeneity among firms operating within the same industry. Controlling at least for industry is relevant, as firms in sensitive industries tend to exhibit higher ESG performance (<xref ref-type="bibr" rid="B24">Garcia et al. 2017</xref>). Firm fixed effects might be more appropriate, but they could be overly conservative given the limited within-firm variation in female representation. The results are reported in Table <xref ref-type="table" rid="T3">3</xref>.</p>
        <table-wrap id="T3" position="float" orientation="portrait">
          <label>Table 3.</label>
          <caption>
            <p>Baseline regressions.</p>
          </caption>
          <table>
            <tbody>
              <tr>
                <th rowspan="2" colspan="1"/>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="ESG score">ESGS</abbrev>
                  </bold>
                </th>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="environmental">ENS</abbrev>
                  </bold>
                </th>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="social">SOS</abbrev>
                  </bold>
                </th>
              </tr>
              <tr>
                <th rowspan="1" colspan="1">
                  <bold>(1)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(2)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(3)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(4)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(5)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(6)</bold>
                </th>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="top management team">FTMT</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.1260***</td>
                <td rowspan="1" colspan="1">0.0222</td>
                <td rowspan="1" colspan="1">0.0973**</td>
                <td rowspan="1" colspan="1">-0.0367</td>
                <td rowspan="1" colspan="1">0.1084***</td>
                <td rowspan="1" colspan="1">-0.0525**</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0239)</td>
                <td rowspan="1" colspan="1">(0.0203)</td>
                <td rowspan="1" colspan="1">(0.0464)</td>
                <td rowspan="1" colspan="1">(0.0274)</td>
                <td rowspan="1" colspan="1">(0.0269)</td>
                <td rowspan="1" colspan="1">(0.0260)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="female directors on the board">FBOD</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.1292***</td>
                <td rowspan="1" colspan="1">0.1310***</td>
                <td rowspan="1" colspan="1">0.1752***</td>
                <td rowspan="1" colspan="1">0.0733**</td>
                <td rowspan="1" colspan="1">0.0959**</td>
                <td rowspan="1" colspan="1">0.0974***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0336)</td>
                <td rowspan="1" colspan="1">(0.0223)</td>
                <td rowspan="1" colspan="1">(0.0414)</td>
                <td rowspan="1" colspan="1">(0.0306)</td>
                <td rowspan="1" colspan="1">(0.0447)</td>
                <td rowspan="1" colspan="1">(0.0288)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="firm size">SIZE</abbrev>
                </td>
                <td rowspan="1" colspan="1">5.5614***</td>
                <td rowspan="1" colspan="1">4.8893***</td>
                <td rowspan="1" colspan="1">6.4693***</td>
                <td rowspan="1" colspan="1">6.5191***</td>
                <td rowspan="1" colspan="1">5.8904***</td>
                <td rowspan="1" colspan="1">4.7406***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.4190)</td>
                <td rowspan="1" colspan="1">(0.8439)</td>
                <td rowspan="1" colspan="1">(0.5810)</td>
                <td rowspan="1" colspan="1">(1.1310)</td>
                <td rowspan="1" colspan="1">(0.5083)</td>
                <td rowspan="1" colspan="1">(1.2312)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="profitability">ROA</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.1005</td>
                <td rowspan="1" colspan="1">0.0108</td>
                <td rowspan="1" colspan="1">0.1315</td>
                <td rowspan="1" colspan="1">-0.0119</td>
                <td rowspan="1" colspan="1">0.2643**</td>
                <td rowspan="1" colspan="1">0.0773</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0903)</td>
                <td rowspan="1" colspan="1">(0.0411)</td>
                <td rowspan="1" colspan="1">(0.1667)</td>
                <td rowspan="1" colspan="1">(0.0601)</td>
                <td rowspan="1" colspan="1">(0.1122)</td>
                <td rowspan="1" colspan="1">(0.0603)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="leverage">LEV</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.0154</td>
                <td rowspan="1" colspan="1">-0.0686***</td>
                <td rowspan="1" colspan="1">0.0580</td>
                <td rowspan="1" colspan="1">-0.0266</td>
                <td rowspan="1" colspan="1">0.0228</td>
                <td rowspan="1" colspan="1">-0.1139***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0442)</td>
                <td rowspan="1" colspan="1">(0.0260)</td>
                <td rowspan="1" colspan="1">(0.0571)</td>
                <td rowspan="1" colspan="1">(0.0375)</td>
                <td rowspan="1" colspan="1">(0.0506)</td>
                <td rowspan="1" colspan="1">(0.0357)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="CEO duality">DUAL</abbrev>
                </td>
                <td rowspan="1" colspan="1">-1.5591</td>
                <td rowspan="1" colspan="1">-1.5428**</td>
                <td rowspan="1" colspan="1">2.3368*</td>
                <td rowspan="1" colspan="1">-1.1878</td>
                <td rowspan="1" colspan="1">0.6866</td>
                <td rowspan="1" colspan="1">-0.7745</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(1.0449)</td>
                <td rowspan="1" colspan="1">(0.7596)</td>
                <td rowspan="1" colspan="1">(1.2206)</td>
                <td rowspan="1" colspan="1">(0.9730)</td>
                <td rowspan="1" colspan="1">(1.2746)</td>
                <td rowspan="1" colspan="1">(1.0483)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="board size">NBOD</abbrev>
                </td>
                <td rowspan="1" colspan="1">2.8309**</td>
                <td rowspan="1" colspan="1">3.2161**</td>
                <td rowspan="1" colspan="1">5.9666***</td>
                <td rowspan="1" colspan="1">4.6885**</td>
                <td rowspan="1" colspan="1">6.3735***</td>
                <td rowspan="1" colspan="1">5.8920***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(1.1748)</td>
                <td rowspan="1" colspan="1">(1.5068)</td>
                <td rowspan="1" colspan="1">(1.9677)</td>
                <td rowspan="1" colspan="1">(1.9062)</td>
                <td rowspan="1" colspan="1">(1.8535)</td>
                <td rowspan="1" colspan="1">(1.6486)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="sustainability committee">CSRC</abbrev>
                </td>
                <td rowspan="1" colspan="1">13.9484***</td>
                <td rowspan="1" colspan="1">8.4771***</td>
                <td rowspan="1" colspan="1">16.2321***</td>
                <td rowspan="1" colspan="1">10.7175***</td>
                <td rowspan="1" colspan="1">13.0039***</td>
                <td rowspan="1" colspan="1">8.9008***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(1.2332)</td>
                <td rowspan="1" colspan="1">(0.8117)</td>
                <td rowspan="1" colspan="1">(1.8791)</td>
                <td rowspan="1" colspan="1">(1.1652)</td>
                <td rowspan="1" colspan="1">(1.4043)</td>
                <td rowspan="1" colspan="1">(1.0774)</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Year FE</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Industry FE</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Firm FE</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Observations</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">R<sup>2</sup></td>
                <td rowspan="1" colspan="1">0.597</td>
                <td rowspan="1" colspan="1">0.861</td>
                <td rowspan="1" colspan="1">0.546</td>
                <td rowspan="1" colspan="1">0.848</td>
                <td rowspan="1" colspan="1">0.517</td>
                <td rowspan="1" colspan="1">0.823</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>Notes: standard errors are reported in parentheses. Statistical significance is indicated by: * p &lt; 0.10, ** p &lt; 0.05, and *** p &lt; 0.01. Industry fixed effects are included by grouping firms into the 74 categories defined under the Global Industry Classification Standard (<abbrev xlink:title="Global Industry Classification Standard">GICS</abbrev>). The results are similar if we consider the ESG scores in the next year.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>With industry fixed effects (Columns (1), (3), and (5)), the coefficients of <abbrev xlink:title="top management team">FTMT</abbrev> are consistently positive and significant (p-value &lt; 0.01 in Columns (1) and (5), p-value &lt; 0.05 in Column (3)). A 10-percentage-point increase in <abbrev xlink:title="top management team">FTMT</abbrev> is associated with a 1.260-point rise in <abbrev xlink:title="ESG score">ESGS</abbrev>. This result is consistent with previous research using industry fixed-effects models (e.g., <xref ref-type="bibr" rid="B31">Hyun et al. 2022</xref>; <xref ref-type="bibr" rid="B56">Sandretto et al. 2025</xref>). When firm fixed effects are introduced (Columns (2), (4), and (6)), the coefficients become smaller and even significantly negative in Column (6) (p-value &lt; 0.05). Overall, the difference between industry and firm fixed-effects results suggests that the positive association between TMT female representation and ESG performance reflects stable differences across firms, rather than within-firm changes over time. In other words, raising TMT female representation in an individual firm does not necessarily translate into improved ESG performance. The negative coefficient observed for the social pillar under firm fixed effects further indicates that the effect of within-firm changes in female representation may vary across ESG dimensions.</p>
      </sec>
      <sec sec-type="4.2. Non-linear effects of female representation on ESG performance" id="sec10">
        <title>4.2. Non-linear effects of female representation on ESG performance</title>
        <p>To test H1, we estimate a polynomial regression model specified as follows:</p>
        <p><abbrev xlink:title="ESG score">ESGS</abbrev><sub>i,t</sub> or <abbrev xlink:title="environmental">ENS</abbrev><sub>i,t</sub> or <abbrev xlink:title="social">SOS</abbrev><sub>i,t</sub> = β<sub>0</sub> + β<sub>1</sub><abbrev xlink:title="top management team">FTMT</abbrev><sub>i,t</sub> + β<sub>2</sub><abbrev xlink:title="top management team">FTMT</abbrev><sup>2</sup><sub>i,t</sub> + Controls<sub>i,t</sub> + Fixed effects + ε (2)</p>
        <p>The results are presented in Table <xref ref-type="table" rid="T4">4</xref>. Across Columns (1) to (6), the coefficients of <abbrev xlink:title="top management team">FTMT</abbrev> are mostly positive, but statistically significant only when industry fixed effects are used in Columns (1), (3), and (5). The coefficients of <abbrev xlink:title="top management team">FTMT</abbrev><sup>2</sup> are negative, reaching significance only in Column (1) with industry fixed effects (p-value &lt; 0.1), suggesting that the impact of increasing female representation in <abbrev xlink:title="top management teams">TMTs</abbrev> diminishes across firms. For this column, the maximum effect is reached at <abbrev xlink:title="top management team">FTMT</abbrev> = 56 (max 0.2017 <abbrev xlink:title="top management team">FTMT</abbrev> - 0.0018 <abbrev xlink:title="top management team">FTMT</abbrev><sup>2</sup>), which largely exceeds the value of most observations as the mean of <abbrev xlink:title="top management team">FTMT</abbrev> is 15.1 and its standard deviation is 13.6. Thus, while adding women is not detrimental before this threshold, the incremental benefits decrease as female representation rises. A similar pattern is observed in Column (2) when firm fixed effects are included, with the maximum effect reached at 35, although the coefficient of the <abbrev xlink:title="top management team">FTMT</abbrev><sup>2</sup> term is insignificant.</p>
        <table-wrap id="T4" position="float" orientation="portrait">
          <label>Table 4.</label>
          <caption>
            <p>Polynomial regressions.</p>
          </caption>
          <table>
            <tbody>
              <tr>
                <th rowspan="2" colspan="1"/>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="ESG score">ESGS</abbrev>
                  </bold>
                </th>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="environmental">ENS</abbrev>
                  </bold>
                </th>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="social">SOS</abbrev>
                  </bold>
                </th>
              </tr>
              <tr>
                <th rowspan="1" colspan="1">
                  <bold>(1)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(2)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(3)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(4)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(5)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(6)</bold>
                </th>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="top management team">FTMT</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.2017***</td>
                <td rowspan="1" colspan="1">0.0559</td>
                <td rowspan="1" colspan="1">0.1553*</td>
                <td rowspan="1" colspan="1">-0.0159</td>
                <td rowspan="1" colspan="1">0.1811**</td>
                <td rowspan="1" colspan="1">0.0061</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0576)</td>
                <td rowspan="1" colspan="1">(0.0395)</td>
                <td rowspan="1" colspan="1">(0.0827)</td>
                <td rowspan="1" colspan="1">(0.0525)</td>
                <td rowspan="1" colspan="1">(0.0726)</td>
                <td rowspan="1" colspan="1">(0.0492)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="top management team">FTMT</abbrev>
                  <sup>2</sup>
                </td>
                <td rowspan="1" colspan="1">-0.0018*</td>
                <td rowspan="1" colspan="1">-0.0008</td>
                <td rowspan="1" colspan="1">-0.0014</td>
                <td rowspan="1" colspan="1">-0.0005</td>
                <td rowspan="1" colspan="1">-0.0018</td>
                <td rowspan="1" colspan="1">-0.0014</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0011)</td>
                <td rowspan="1" colspan="1">(0.0008)</td>
                <td rowspan="1" colspan="1">(0.0016)</td>
                <td rowspan="1" colspan="1">(0.0010)</td>
                <td rowspan="1" colspan="1">(0.0014)</td>
                <td rowspan="1" colspan="1">(0.0010)</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Controls</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Year FE</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Industry FE</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Firm FE</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Observations</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">R<sup>2</sup></td>
                <td rowspan="1" colspan="1">0.598</td>
                <td rowspan="1" colspan="1">0.861</td>
                <td rowspan="1" colspan="1">0.546</td>
                <td rowspan="1" colspan="1">0.849</td>
                <td rowspan="1" colspan="1">0.518</td>
                <td rowspan="1" colspan="1">0.823</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>Notes: standard errors are reported in parentheses. Statistical significance is indicated by: * p &lt; 0.1, ** p &lt; 0.05, and *** p &lt; 0.01. Industry fixed effects are included by grouping firms into the 74 industry categories defined under the Global Industry Classification Standard (<abbrev xlink:title="Global Industry Classification Standard">GICS</abbrev>).</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>To complement the polynomial analysis, we also conduct untabulated regressions to examine whether the effect of <abbrev xlink:title="top management team">FTMT</abbrev> varies across different thresholds. Specifically, we regress <abbrev xlink:title="ESG score">ESGS</abbrev> on <abbrev xlink:title="top management team">FTMT</abbrev>, an indicator variable equal to one if <abbrev xlink:title="top management team">FTMT</abbrev> exceeds a given threshold, and the interaction between <abbrev xlink:title="top management team">FTMT</abbrev> and this indicator. The thresholds considered are 10, 15, 20, 25, 30, 35, and 40. We find that the interaction term is consistently negative but not statistically significant, implying no meaningful difference in the effect at higher thresholds.</p>
        <p>Because the coefficients are largely insignificant, we do not provide unambiguous support for H1 and do not conclude that the relationship between female representation in <abbrev xlink:title="top management teams">TMTs</abbrev> and ESG performance is non-linear.</p>
      </sec>
      <sec sec-type="4.3. Comparing the role of female representation across governance layers" id="sec11">
        <title>4.3. Comparing the role of female representation across governance layers</title>
        <p>To test H2, we estimate the following model including the interaction between <abbrev xlink:title="top management team">FTMT</abbrev> and <abbrev xlink:title="female directors on the board">FBOD</abbrev>:</p>
        <p><abbrev xlink:title="ESG score">ESGS</abbrev><sub>i,t</sub> or <abbrev xlink:title="environmental">ENS</abbrev><sub>i,t</sub> or <abbrev xlink:title="social">SOS</abbrev><sub>i,t</sub> = β<sub>0</sub> + β<sub>1</sub><abbrev xlink:title="top management team">FTMT</abbrev><sub>i,t</sub> + β<sub>2</sub><abbrev xlink:title="female directors on the board">FBOD</abbrev><sub>i,t</sub> + β<sub>3</sub><abbrev xlink:title="top management team">FTMT</abbrev><sub>i,t</sub> × <abbrev xlink:title="female directors on the board">FBOD</abbrev><sub>i,t</sub> + Controls<sub>i,t</sub> + Fixed effects + ε (3)</p>
        <p>The results are presented in Table <xref ref-type="table" rid="T5">5</xref>. In Columns (1) and (2), the coefficients of the interaction term are negative, but only significant in Column (2), which uses firm fixed effects (p-value &lt; 0.01). We find consistent results in Columns (4) and (6) for our dependent variables <abbrev xlink:title="environmental">ENS</abbrev> and <abbrev xlink:title="social">SOS</abbrev>. The significant negative interaction with firm fixed effects indicates that, within firms over time, increases in board female representation weaken the association between TMT female representation and ESG performance. A one-standard-deviation increase in TMT female representation is associated with a change in ESG performance of 1.99 when board female representation is zero (13.6 × (0.1465 - 0.0038 × 0)), 1.22 when board female representation is 15, 0.44 when board female representation is 30, and -0.33 when board female representation is 45, all other things equal. Overall, our results suggest that when both governance layers have high female representation, their influence on ESG outcomes may partially overlap, reducing the marginal effect of additional representation in one layer. Therefore, we reject H2.</p>
        <table-wrap id="T5" position="float" orientation="portrait">
          <label>Table 5.</label>
          <caption>
            <p>Moderating effect of board female representation.</p>
          </caption>
          <table>
            <tbody>
              <tr>
                <th rowspan="2" colspan="1"/>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="ESG score">ESGS</abbrev>
                  </bold>
                </th>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="environmental">ENS</abbrev>
                  </bold>
                </th>
                <th rowspan="1" colspan="2">
                  <bold>
                    <abbrev xlink:title="social">SOS</abbrev>
                  </bold>
                </th>
              </tr>
              <tr>
                <th rowspan="1" colspan="1">
                  <bold>(1)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(2)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(3)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(4)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(5)</bold>
                </th>
                <th rowspan="1" colspan="1">
                  <bold>(6)</bold>
                </th>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="top management team">FTMT</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.2047***</td>
                <td rowspan="1" colspan="1">0.1465***</td>
                <td rowspan="1" colspan="1">0.2244**</td>
                <td rowspan="1" colspan="1">0.1321**</td>
                <td rowspan="1" colspan="1">0.1823**</td>
                <td rowspan="1" colspan="1">0.0810</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0703)</td>
                <td rowspan="1" colspan="1">(0.0431)</td>
                <td rowspan="1" colspan="1">(0.1102)</td>
                <td rowspan="1" colspan="1">(0.0550)</td>
                <td rowspan="1" colspan="1">(0.0819)</td>
                <td rowspan="1" colspan="1">(0.0555)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1">
                  <abbrev xlink:title="female directors on the board">FBOD</abbrev>
                </td>
                <td rowspan="1" colspan="1">0.1624***</td>
                <td rowspan="1" colspan="1">0.1832***</td>
                <td rowspan="1" colspan="1">0.2288***</td>
                <td rowspan="1" colspan="1">0.1443***</td>
                <td rowspan="1" colspan="1">0.1271**</td>
                <td rowspan="1" colspan="1">0.1535***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0448)</td>
                <td rowspan="1" colspan="1">(0.0287)</td>
                <td rowspan="1" colspan="1">(0.0560)</td>
                <td rowspan="1" colspan="1">(0.0404)</td>
                <td rowspan="1" colspan="1">(0.0573)</td>
                <td rowspan="1" colspan="1">(0.0366)</td>
              </tr>
              <tr>
                <td rowspan="2" colspan="1"><abbrev xlink:title="top management team">FTMT</abbrev> × <abbrev xlink:title="female directors on the board">FBOD</abbrev></td>
                <td rowspan="1" colspan="1">-0.0024</td>
                <td rowspan="1" colspan="1">-0.0038***</td>
                <td rowspan="1" colspan="1">-0.0039</td>
                <td rowspan="1" colspan="1">-0.0051***</td>
                <td rowspan="1" colspan="1">-0.0023</td>
                <td rowspan="1" colspan="1">-0.0041***</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">(0.0018)</td>
                <td rowspan="1" colspan="1">(0.0011)</td>
                <td rowspan="1" colspan="1">(0.0026)</td>
                <td rowspan="1" colspan="1">(0.0015)</td>
                <td rowspan="1" colspan="1">(0.0022)</td>
                <td rowspan="1" colspan="1">(0.0015)</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Controls</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Year FE</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Industry FE</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Firm FE</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
                <td rowspan="1" colspan="1">No</td>
                <td rowspan="1" colspan="1">Yes</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">Observations</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
                <td rowspan="1" colspan="1">6701</td>
              </tr>
              <tr>
                <td rowspan="1" colspan="1">R<sup>2</sup></td>
                <td rowspan="1" colspan="1">0.597</td>
                <td rowspan="1" colspan="1">0.862</td>
                <td rowspan="1" colspan="1">0.547</td>
                <td rowspan="1" colspan="1">0.850</td>
                <td rowspan="1" colspan="1">0.518</td>
                <td rowspan="1" colspan="1">0.824</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>Notes: standard errors are reported in parentheses. Statistical significance is indicated by: * p &lt; 0.10, ** p &lt; 0.05, and *** p &lt; 0.01. Industry fixed effects are included by grouping firms into the 74 industry categories defined under the Global Industry Classification Standard (<abbrev xlink:title="Global Industry Classification Standard">GICS</abbrev>).</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="5. Discussion" id="sec12">
      <title>5. Discussion</title>
      <p>This paper investigates how female representation within top management teams is associated with ESG performance in European firms, with particular attention to potential non-linear effects and cross-layer interactions with boards. The study employs fixed-effect models using panel data from companies in the STOXX 600 Index between 2010 and 2023. We have used the percentage of women in the executive team as a proxy for TMT female representation, and measured ESG performance using ESG scores from <abbrev xlink:title="London Stock Exchange Group">LSEG</abbrev>. After establishing that higher female representation is associated with higher ESG performance across firms but not within firms over time, our main results are twofold.</p>
      <p>First, there is only limited evidence of a non-linear relationship between female representation in <abbrev xlink:title="top management teams">TMTs</abbrev> and ESG performance. As the proportion of women increases, the improvement in ESG performance becomes marginally smaller but the coefficients are mostly not significant. If anything, our results provide no evidence in support of critical mass theory (<xref ref-type="bibr" rid="B34">Jouber 2022</xref>; <xref ref-type="bibr" rid="B10">Caby et al. 2024</xref>), which would predict a convex, rather than concave, relationship. In contrast, our results would be more consistent with the findings of <xref ref-type="bibr" rid="B46">Meng and Zhu (2024)</xref>, who identify an inverted U-shape relationship between female representation in <abbrev xlink:title="top management teams">TMTs</abbrev> and ESG scores in a Chinese sample.</p>
      <p>Second, we find that the positive association between TMT female representation and ESG performance is weaker when the board includes a higher proportion of women, suggesting a potential substitution effect between the roles of female directors and executives. This indicates that the non-linear effect of <abbrev xlink:title="top management teams">TMTs</abbrev> mostly operates across governance layers, and not within. More broadly, these findings enhance our understanding of how female representation interacts across different layers of corporate governance, contributing to the literature on the interdependence of those layers (<xref ref-type="bibr" rid="B42">Luciano et al. 2020</xref>). This could also help reconcile mixed findings in the existing literature. For instance, following the EU Directive on Gender Balance on Corporate Boards, European boards tend to have higher female representation than boards in other regions of the world. This higher baseline implies that the marginal impact of additional women in <abbrev xlink:title="top management teams">TMTs</abbrev> may be lower in Europe, which can help explain regional differences in results. We therefore encourage future research to more systematically consider how institutional contexts make each setting unique, potentially shaping observed relationships and outcomes. This observed pattern of diminishing returns also raises important theoretical questions about how and under what conditions female representation translates into organizational outcomes, which future research could further explore.</p>
      <p>From a practical perspective, the observed offsetting effect between the TMT and the board suggests that increasing female representation across governance layers does not automatically generate synergies, as overlapping roles or conflicting dynamics may limit the overall benefits. Organizations should therefore aim to foster a context-sensitive and gender-balanced leadership structure that goes beyond numerical representation to consider the specific roles, responsibilities, and interactions of female leaders. Equally important is ensuring alignment between the board and the TMT to promote cohesive decision-making and reduce governance frictions that could hinder ESG performance.</p>
      <p>This study has several limitations, which also open avenues for future research. First, while we examine the overall relationship between female representation and ESG performance, we do not investigate the underlying mechanisms through which strategic objectives are translated into concrete practices that drive ESG outcomes. Distinguishing the influence of key leadership positions, such as CEOs, CFOs, or CSOs—whose responsibilities are more directly linked to ESG—could provide a clearer understanding of how gender diversity translates into improved performance. Future research should also explore how sustainability strategies are differently designed and operationalized by women in practice. These questions may be particularly well suited for qualitative approaches, such as interviews or case studies, which can capture the processes and decision-making dynamics that quantitative analyses alone cannot fully reveal.</p>
      <p>Second, while we empirically treat critical mass theory and diminishing marginal effects of women as opposing mechanisms, both may coexist in practice. It is possible that a minimum level of female representation is required to generate an effect, after which the marginal influence of additional women declines. We do not explicitly consider this possibility, although we remain cautious in interpreting our results. What our analyses indicate is that, in our data, a diminishing marginal influence of women, as captured by a second-degree polynomial specification and untabulated threshold regressions, is more prevalent than evidence consistent with the need of a critical mass.</p>
      <p>Third, we acknowledge that our findings regarding governance layers may partly reflect that some women serve on both the TMT and the board. While we cannot account for this potential double counting in our sample, future research could examine whether the results hold in settings where TMT and board memberships are clearly distinct, providing a cleaner test of the interplay between women across governance layers.</p>
      <boxed-text id="box1">
        <p><bold>C. Li – Chaoran</bold> is an alumnus of the MSc Accounting &amp; Financial Management, Rotterdam School of Management, Erasmus University Rotterdam.</p>
      </boxed-text>
      <boxed-text id="box2">
        <p><bold>Dr. A. Madelaine – Alexandre</bold> is an Assistant Professor of Accounting, Rotterdam School of Management, Erasmus University Rotterdam.</p>
      </boxed-text>
      <boxed-text id="box3">
        <p>Chaoran Li is one of the winners of the MAB Thesis Award 2025. This article is based on her master thesis.</p>
      </boxed-text>
    </sec>
  </body>
  <back>
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