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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJBM</journal-id>
<journal-title-group>
<journal-title>South African Journal of Business Management</journal-title>
</journal-title-group>
<issn pub-type="ppub">2078-5585</issn>
<issn pub-type="epub">2078-5976</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJBM-52-1963</article-id>
<article-id pub-id-type="doi">10.4102/sajbm.v52i1.1963</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Reflecting on compliance with Broad-Based Black Economic Empowerment codes of good practice: Trends and suggestions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5716-4263</contrib-id>
<name>
<surname>Dreyer</surname>
<given-names>Jan A.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1512-6100</contrib-id>
<name>
<surname>Viviers</surname>
<given-names>Suzette</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7585-8579</contrib-id>
<name>
<surname>Mans-Kemp</surname>
<given-names>Nadia</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>School of Accountancy, Faculty of Economic and Management Sciences, Stellenbosch University, Stellenbosch, South Africa</aff>
<aff id="AF0002"><label>2</label>Department of Business, Management, Faculty of Economic and Management Sciences, Stellenbosch University, Stellenbosch, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Jan Dreyer, <email xlink:href="jdreyer@sun.ac.za">jdreyer@sun.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>30</day><month>03</month><year>2021</year></pub-date>
<pub-date pub-type="collection"><year>2021</year></pub-date>
<volume>52</volume>
<issue>1</issue>
<elocation-id>1963</elocation-id>
<history>
<date date-type="received"><day>13</day><month>02</month><year>2020</year></date>
<date date-type="accepted"><day>10</day><month>12</month><year>2020</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2021. The Authors</copyright-statement>
<copyright-year>2021</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Purpose</title>
<p>Broad-Based Black Economic Empowerment (B-BBEE) legislation was introduced to promote the economic participation of black people in the South African economy. Some scholars have argued that, whilst it is important to empower black people, B-BBEE legislation is not necessarily the best mechanism available. Despite the criticism against B-BBEE, it remains the most prominent means of uplifting black people in the country. This study was conducted to reflect on whether selected companies listed on the Johannesburg Stock Exchange have improved their B-BBEE compliance and determine which elements included in the 2004 and 2007 Codes of Good Practice the companies have focussed on. The authors highlight progress made by listed companies in empowering black people and offer suggestions for improvement.</p>
</sec>
<sec id="st2">
<title>Design/methodology/approach</title>
<p>A comprehensive data set, comprising 1767 observations for 379 listed companies over more than a decade (2004&#x2013;2015), was analysed. Mixed-model analysis of variance and Fisher&#x2019;s least significant difference tests were used to assess the significance of the observed trends. Significant increases in B-BBEE scores (in total and per element) were observed.</p>
</sec>
<sec id="st3">
<title>Findings/results</title>
<p>The mean socio-economic development B-BBEE element score showed the largest change over the study period, whilst the employment equity element reflected the smallest change.</p>
</sec>
<sec id="st4">
<title>Practical implications</title>
<p>The Department of Trade and Industry should reflect on the attainability of certain targets, especially employment equity and ownership. Government and listed companies are encouraged to critically evaluate the optimal manner to empower previously disadvantaged individuals.</p>
</sec>
<sec id="st5">
<title>Originality/value</title>
<p>This study comprehensively explores the trends in B-BBEE compliance using statistical methods to provide suggestions to the Department of Trade and Industry and companies listed on the JSE.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Broad-Based Black Economic Empowerment</kwd>
<kwd>South Africa</kwd>
<kwd>socio-economic development</kwd>
<kwd>management control</kwd>
<kwd>compliance</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction and motivation for the study</title>
<p>After the first democratic election in South Africa, government emphasised the importance of introducing mechanisms to rectify the evident social and economic inequalities (Acemoglu, Gelb, &#x0026; Robinson, <xref ref-type="bibr" rid="CIT0001">2007</xref>). The introduction of the Broad-Based Black Economic Empowerment (B-BBEE) policy was deemed to be essential to promote the participation of black individuals in the local economy (Sartorius &#x0026; Botha, <xref ref-type="bibr" rid="CIT0034">2008</xref>). Whilst certain researchers are critical about the true beneficiaries of B-BBEE and question whether legislation is truly achieving the stated aims (Hoffman, <xref ref-type="bibr" rid="CIT0018">2008</xref>; Patel &#x0026; Graham, <xref ref-type="bibr" rid="CIT0030">2012</xref>), the moral imperative of uplifting the poor in the country is not debatable (Mathura, <xref ref-type="bibr" rid="CIT0025">2009</xref>; Morris, <xref ref-type="bibr" rid="CIT0027">2018</xref>).</p>
<p>The term B-BBEE was formally introduced in the legislative framework of South Africa in 2003 with the implementation of the <italic>Broad-Based Black Economic Empowerment Act</italic> (No. 53 of 2003) (Department of Trade and Industry [DTI], <xref ref-type="bibr" rid="CIT0008">2003</xref>). The following definition was incorporated in the act (DTI, <xref ref-type="bibr" rid="CIT0008">2003</xref>):</p>
<disp-quote>
<p>[<italic>B</italic>]-BBEE means the empowerment of all black people including women, workers, youth, people with disabilities and people living in rural areas through diverse but integrated socio-economic strategies that include, but are not limited to increasing the number of black people that manage, own and control enterprises and productive assets; facilitating ownership and management of enterprises and productive assets by communities, workers, cooperatives and other collective enterprises; human resource and skills development; achieving equitable representation in all occupational categories and levels in the workforce; preferential procurement and investment in enterprises that are owned or managed by black people. (p. 4)</p>
</disp-quote>
<p>Black people include African, Indian, mixed race and Chinese individuals (DTI, <xref ref-type="bibr" rid="CIT0008">2003</xref>).</p>
<p>Based on the definition, it is evident that the purpose of the 2003 Act was the redistribution of wealth to those disadvantaged by the apartheid regime pre-1994. Companies are encouraged to participate in B-BBEE, as it is designed to empower black people, especially those wishing to conduct business with government institutions. The 2003 Act did not provide guidelines on the measurement of B-BBEE, but rather specified that the Codes of Good Practice should stipulate how B-BBEE would be measured. As such, the 2003 Act was followed by the release of the Codes of Good Practice in 2004 and 2007.</p>
<p>A revised B-BBEE Act was published in 2013, accompanied by revised Codes of Good Practice (DTI, <xref ref-type="bibr" rid="CIT0011">2013</xref>). Companies&#x2019; compliance with B-BBEE is measured against the applicable Codes and presented as a score. Based on these scores, comparative compliance levels are computed for listed companies (DTI, <xref ref-type="bibr" rid="CIT0010">2007</xref>). The Codes define the elements (including ownership, management control, employment equity, skills development, preferential procurement and enterprise development) that are utilised in determining the total B-BBEE score for qualifying companies. The scores for the respective elements should be verified by a registered B-BBEE auditor, which then provides the company with an official B-BBEE certificate. This certificate could be used for government tenders and to obtain new clients.</p>
<p>Broad-Based Black Economic Empowerment could arguably be regarded as a barrier for foreign investment. A relaxation of these requirements has been requested by the European Union (Gules, <xref ref-type="bibr" rid="CIT0016">2018</xref>) to encourage companies to invest in South Africa. Some researchers and role players furthermore expressed the opinion that the design of B-BBEE (as stipulated in the B-BBEE Act of 2003 and 2013) is not ideal and that it should be replaced by another intervention that would better reach the goal of uplifting previously disadvantaged South Africans (Institute of Race Relations [IRR], <xref ref-type="bibr" rid="CIT0020">2012</xref>; Ngwenya, <xref ref-type="bibr" rid="CIT0028">2019</xref>). This sentiment is also echoed by the minister of trade and industry in South Africa (Phakathi, <xref ref-type="bibr" rid="CIT0031">2019</xref>). Although Andrews (<xref ref-type="bibr" rid="CIT0002">2008</xref>) argued that B-BBEE can be effective in reducing poverty amongst black people, the impact of B-BBEE on poverty eradication has not yet translated in greater income equality in the country (IRR, <xref ref-type="bibr" rid="CIT0021">2017</xref>). The opposite is true, in that the inequality (measured by the Gini-coefficient) increased since the 1990s (The World Bank, <xref ref-type="bibr" rid="CIT0037">2019</xref>).</p>
<p>Proponents of B-BBEE argue that poverty amongst black people is persistent because of a lack of B-BBEE compliance (Mathura, <xref ref-type="bibr" rid="CIT0025">2009</xref>; Morris, <xref ref-type="bibr" rid="CIT0027">2018</xref>). The critics and proponents of B-BBEE can, perhaps, both be right in that B-BBEE can be more effective if B-BBEE is reformed to enhance the promotion of equality. It can, however, not be dismissed that B-BBEE remains the most prominent direct government policy to empower black people (Mathura, <xref ref-type="bibr" rid="CIT0025">2009</xref>; Morris, <xref ref-type="bibr" rid="CIT0027">2018</xref>). As such, it is important to understand how companies comply with B-BBEE and which elements companies tend to focus on.</p>
<p>Previous authors focussed on the beneficiaries of B-BBEE (Hoffman, <xref ref-type="bibr" rid="CIT0018">2008</xref>; Patel &#x0026; Graham, <xref ref-type="bibr" rid="CIT0030">2012</xref>). Others explored the relationship between B-BBEE scores and share market performance (Chipeta &#x0026; Vokwana, <xref ref-type="bibr" rid="CIT0007">2011</xref>; De Villiers &#x0026; Ferreira, <xref ref-type="bibr" rid="CIT0012">2011</xref>; Jackson, Allesandri, &#x0026; Black, <xref ref-type="bibr" rid="CIT0022">2005</xref>; Mehta &#x0026; Ward, <xref ref-type="bibr" rid="CIT0026">2017</xref>; Strydom, Christison, &#x0026; Matias, <xref ref-type="bibr" rid="CIT0035">2009</xref>; Van der Merwe &#x0026; Ferreira, <xref ref-type="bibr" rid="CIT0038">2014</xref>; Ward &#x0026; Muller, <xref ref-type="bibr" rid="CIT0039">2010</xref>; Wolmarans &#x0026; Sartorius, <xref ref-type="bibr" rid="CIT0041">2009</xref>) and other financial performance measures (Acemoglu et al., <xref ref-type="bibr" rid="CIT0001">2007</xref>; Kleynhans &#x0026; Kruger, <xref ref-type="bibr" rid="CIT0024">2014</xref>; Mathura, <xref ref-type="bibr" rid="CIT0025">2009</xref>; Morris, <xref ref-type="bibr" rid="CIT0027">2018</xref>). As far as it could be established, no authors empirically investigated trends in B-BBEE compliance by accounting for changes in the total B-BBEE and element scores.</p>
<p>Although B-BBEE remains a key consideration in South Africa, there is controversy pertaining to whether the current legislation and accompanying codes have resulted in considerable changes in corporate policies and practices. This study was hence conducted to reflect on whether 379 companies listed on the Johannesburg Stock Exchange (JSE) have improved their B-BBEE compliance and to determine which elements included in the Codes of Good Practice the companies focussed on over the period 2004&#x2013;2015.</p>
<p>Corporate leaders could arguably, consciously or subconsciously, engage in impression management practices to influence the perceptions of stakeholders, including government and society at large, about their companies&#x2019; B-BBEE endeavours. Bolino and Turnley (<xref ref-type="bibr" rid="CIT0006">1999</xref>) applied Jones and Pittman&#x2019;s (<xref ref-type="bibr" rid="CIT0023">1982</xref>) five self-promotional styles to develop an impression management scale. In the context of B-BBEE compliance, companies could arguably focus on self-promotion (to be viewed as competent-empowered companies) and exemplification (to be seen as morally exemplary based on their empowerment initiatives). Companies could also comply with B-BBEE as a means of achieving social justice (and corporate social responsibility). Focus could accordingly be placed on those B-BBEE requirements that are &#x2018;easier&#x2019; to comply with to enhance stakeholders&#x2019; impressions of the company. The findings shed light on which elements received considerable and limited corporate attention, respectively.</p>
<p>A brief history of B-BBEE will now be provided. Thereafter, the Codes of Good Practices (of 2004, 2007 and 2013) will be introduced, followed by the research design and methodology adopted in this study. The empirical evidence will then be presented followed by conclusions and recommendations.</p>
</sec>
<sec id="s0002">
<title>Initiatives to transform the post-apartheid South African economy</title>
<p>Economic transformation in South Africa started before the end of apartheid in April 1994 (Ponte, Roberts, &#x0026; Van Sittert, <xref ref-type="bibr" rid="CIT0032">2007</xref>). In the 1980s, some businesses rearranged their ownership structures to create a black middle class with interest in the local economy to enhance economic and political stability (Engdahl &#x0026; Hauki, <xref ref-type="bibr" rid="CIT0015">2001</xref>; Ponte et al., <xref ref-type="bibr" rid="CIT0032">2007</xref>). Former president Thabo Mbeki highlighted the importance of economic transformation in his so-called &#x2018;Two Nations&#x2019; speech in 1998 by stating that reconciliation and national unity are unachievable dreams in the absence of economic transformation (Ponte et al., <xref ref-type="bibr" rid="CIT0032">2007</xref>).</p>
<p>As a result of this drive for economic transformation, the African National Congress (ANC) launched the so-called Reconstruction and Development Program (RDP) (Habib &#x0026; Padayachee, <xref ref-type="bibr" rid="CIT0017">2000</xref>). This socio-economic policy framework had five interrelated sections dealing with social needs, development of human resources, building the economy, democratising the society and state and implementing the RDP (Habib &#x0026; Padayachee, <xref ref-type="bibr" rid="CIT0017">2000</xref>). The programme focussed on the transfer of share ownership. As such, the RDP was criticised for not boosting business confidence or encouraging foreign investment (Habib &#x0026; Padayachee, <xref ref-type="bibr" rid="CIT0017">2000</xref>; Ponte et al., <xref ref-type="bibr" rid="CIT0032">2007</xref>).</p>
<p>The ANC altered and formalised the RDP, resulting in the publication of an economic framework called Growth, Employment and Redistribution (GEAR) in 1996 (Ponte et al., <xref ref-type="bibr" rid="CIT0032">2007</xref>). In effect, GEAR led to empowerment deals where large white-owned conglomerates sold shares to black people, even though the majority of the beneficiaries were politically connected individuals (Ntim &#x0026; Soobaroyen, <xref ref-type="bibr" rid="CIT0029">2013</xref>; Tangri &#x0026; Southall, <xref ref-type="bibr" rid="CIT0036">2008</xref>).</p>
<p>The end of the millennium signalled the end of the first phase of black economic transformation in the country. As a result of growing calls for transformation to be more inclusive and to cover more aspects of socio-economic development than just the transfer of ownership, the second phase of economic transformation, called Black Economic Empowerment (BEE), was launched and the BEE Commission was formed in 1998 (Ponte et al., <xref ref-type="bibr" rid="CIT0032">2007</xref>). With the release of this commission&#x2019;s report in 2001, the government acknowledged the need to broaden the nature of BEE. As such, BEE had to incorporate the requirements of affirmative action and focus on human resource development, enterprise development, preferential procurement, corporate social investment activities and ownership (Acemoglu et al., <xref ref-type="bibr" rid="CIT0001">2007</xref>; Ponte et al., <xref ref-type="bibr" rid="CIT0032">2007</xref>). It was at this stage that the term B-BBEE was introduced (Acemoglu et al., <xref ref-type="bibr" rid="CIT0001">2007</xref>).</p>
<p>Broad-Based Black Economic Empowerment requirements apply to all commercial and government institutions (DTI, <xref ref-type="bibr" rid="CIT0008">2003</xref>). The BEE Commission (<xref ref-type="bibr" rid="CIT0004">2001</xref>) recommended that there should be a co-ordinating council to oversee the implementation of B-BBEE. As a result, the B-BBEE Advisory Council was established to implement B-BBEE legislation and offer advice to the government on B-BBEE-related issues. This council is responsible for determining the strategic direction for B-BBEE, which is then translated into the Codes of Good Practice by the minister of trade and industry. The Codes offer guidelines on how B-BBEE should be practically implemented and measured. Should the Codes not achieve their purpose of successfully rectifying the inequalities of the past, government can alter the Codes again in future (RSA Presidency, <xref ref-type="bibr" rid="CIT0033">2015</xref>).</p>
<p>According to Gules (<xref ref-type="bibr" rid="CIT0016">2018</xref>), an &#x2018;expiry date&#x2019; for B-BBEE is necessary as B-BBEE regulations are seen as a barrier for foreign investment. Acemoglu et al. (<xref ref-type="bibr" rid="CIT0001">2007</xref>) predicted that B-BBEE will reach a third phase. Recall that the first phase was unstructured BEE until the end of 1999. The second phase was formalised, structured B-BBEE with the release of the BEE Commission report and the implementation of the 2003 Act and revised in 2013. The third phase of B-BBEE will arguably occur when the economic imbalances have been corrected and companies and individuals can compete on equal footing (Acemoglu et al., <xref ref-type="bibr" rid="CIT0001">2007</xref>). Once this proposed third phase has been reached, the current B-BBEE legislation is likely to be redundant.</p>
</sec>
<sec id="s0003">
<title>Overview of the Codes of Good Practice</title>
<p>The 2003 and 2013 B-BBEE Acts set out the principles of B-BBEE, whereas specific empowerment practices are explained in the Codes of Good Practice (DTI, <xref ref-type="bibr" rid="CIT0008">2003</xref>, <xref ref-type="bibr" rid="CIT0010">2007</xref>, <xref ref-type="bibr" rid="CIT0011">2013</xref>). It is, therefore, important to consider the Codes to understand the practical implications of B-BBEE for companies in South Africa.</p>
<sec id="s20004">
<title>The 2004 and 2007 Codes of Good Practice</title>
<p>The DTI issued the first draft of the Codes of Good Practice in 2004. These codes aimed to adopt a &#x2018;balanced approach&#x2019;, which was measured by a generic scorecard (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>). The 2004 Codes stated that there are three main components of B-BBEE, namely direct empowerment, human resource development and indirect empowerment. Direct empowerment relates to equity transfers and appointing black individuals in management positions. Human resource development comprises employment equity and skills development. Indirect empowerment refers to a company&#x2019;s interaction with the community. Purchases from preferential suppliers (buying from suppliers with a high B-BBEE score), enterprise development (by assisting black entrepreneurs) and corporate social investment activities are related to the last component (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>).</p>
<p>The 2004 Codes included seven key elements, namely ownership, management control, employment equity, skills development, preferential procurement, enterprise development and a residual factor (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>). Ownership referred to the voting rights and economic interests associated with equity holding. Management control entailed that black members of an organisation have the power to determine policies and provide direction to economic activities and resources. Management control comprised the percentage of black board members and the proportion of executives or senior managers. The target set out in the COGP is 40&#x0025; weighted in terms of whether the employee is female (50&#x0025; higher score) or in an executive authority (such as CFO, CEO, etc.). Employment equity focussed on the promotion of equal opportunity and fair treatment of employees. Companies are expected to invest in the development of black workers&#x2019; skills (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>).</p>
<p>Preferential procurement, enterprise development and the residual factor related to indirect empowerment (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>). Preferential procurement dealt with the percentage of purchases made from B-BBEE compliant suppliers. This element is of specific relevance to companies that compete for government contracts. Enterprise development related to funding and/or supporting black entrepreneurs. The residual factor related to social investment in activities relevant to an entity&#x2019;s environment (business environment, sector and geographical environment) (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>).</p>
<p>The B-BBEE Advisory Council refined the draft Codes in 2007. The content of the 2004 and 2007 Codes remained largely the same. A major clarification dealt with how small enterprises should be evaluated. Small companies (in terms of turnover) were exempt from applying B-BBEE and could be awarded a level four contributor status (DTI, <xref ref-type="bibr" rid="CIT0010">2007</xref>). A qualifying small enterprise (turnover between R5 million and R35 million) only needed to focus on four of the seven elements. The residual factor was clarified as the &#x2018;socio economic development and sector-specific contributions element&#x2019;. Minimal changes were made to the weightings of certain elements (employment equity, skills development, employment equity and socio-economic development) (DTI, <xref ref-type="bibr" rid="CIT0009">2004</xref>).</p>
<p>The most significant clarification entailed redefining of the different levels of contributors (DTI, <xref ref-type="bibr" rid="CIT0010">2007</xref>). The 2007 Codes made provision for nine levels (level one to eight contributors plus a level for non-compliant contributor status). Companies could achieve a score of more than 100 points based on the allocation of seven possible bonus points (DTI, <xref ref-type="bibr" rid="CIT0010">2007</xref>; Werksmans, <xref ref-type="bibr" rid="CIT0040">2014</xref>).</p>
</sec>
<sec id="s20005">
<title>The 2013 Codes of Good Practice</title>
<p>The percentage of black income in comparison with white income did not change considerably since the implementation of B-BBEE in 2003 (IRR, <xref ref-type="bibr" rid="CIT0019">2009</xref>). The B-BBEE Commission therefore adjusted the 2007 Codes to urge businesses to become more compliant. The revised Codes were released in October 2013 and the effective implementation date was May 2015. Companies&#x2019; compliance levels could decrease by two levels if they did not increase their B-BBEE score in line with the 2013 Codes (Empowerdex, <xref ref-type="bibr" rid="CIT0014">2016</xref>). A comparison of the 2013 Codes relative to the 2007 Codes (<xref ref-type="table" rid="T0001">Tables 1</xref> and <xref ref-type="table" rid="T0002">2</xref>) shows that certain B-BBEE elements had been grouped together. The weightings of the elements in terms of the number of points allocated were also amended (<xref ref-type="table" rid="T0002">Table 2</xref>).</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Compliance targets for Broad-Based Black Economic Empowerment scores under the 2007 and 2013 Codes.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Codes</th>
<th valign="top" align="left">Element</th>
<th valign="top" align="left">Target</th>
<th valign="top" align="left">Measured element</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="7">2007</td>
<td align="left">Ownership (&#x0025;)</td>
<td align="left">25 + 1 vote</td>
<td align="left">Total ordinary shares</td>
</tr>
<tr>
<td align="left">Management control (&#x0025;)</td>
<td align="left">40 &#x2013; 50</td>
<td align="left">Top management and directors</td>
</tr>
<tr>
<td align="left">Employment equity (&#x0025;)</td>
<td align="left">43 &#x2013; 68</td>
<td align="left">Junior to senior management</td>
</tr>
<tr>
<td align="left">Skills development (&#x0025;)</td>
<td align="left">3</td>
<td align="left">Total payroll spend</td>
</tr>
<tr>
<td align="left">Preferential procurement (&#x0025;)</td>
<td align="left">50 &#x2013; 70</td>
<td align="left">Total expenditure</td>
</tr>
<tr>
<td align="left">Enterprise development (&#x0025;)</td>
<td align="left">3</td>
<td align="left">Net profit after tax</td>
</tr>
<tr>
<td align="left">Socio-economic development (&#x0025;)</td>
<td align="left">1</td>
<td align="left">Net profit after tax</td>
</tr>
<tr>
<td align="left" rowspan="5">2013</td>
<td align="left">Ownership (&#x0025;)</td>
<td align="left">25 + 1 vote</td>
<td align="left">Total shares</td>
</tr>
<tr>
<td align="left">Management control (&#x0025;)</td>
<td align="left">50 &#x2013; 88</td>
<td align="left">Management and staff demographic composition</td>
</tr>
<tr>
<td align="left">Skills development (&#x0025;)</td>
<td align="left">6</td>
<td align="left">Total payroll spend</td>
</tr>
<tr>
<td align="left">Supplier development (&#x0025;)</td>
<td align="left">Preferential procurement: 80<break/>Supplier development: 2<break/>Enterprise development: 1</td>
<td align="left">Total measured procurement spend<break/>Net profit after tax<break/>Net profit after tax</td>
</tr>
<tr>
<td align="left">Socio-economic development (&#x0025;)</td>
<td align="left">5</td>
<td align="left">Net profit after tax</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source:</italic> Department of Trade and Industry (DTI). (2007). <italic>Codes of good practice</italic>. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.thedti.gov.za/economic_empowerment/docs/Inside.pdf">https://www.thedti.gov.za/economic_empowerment/docs/Inside.pdf</ext-link>; Department of Trade and Industry (DTI). (2013). <italic>Codes of good practice</italic>. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.thedti.gov.za/business_regulation/acts/BEE-Amendment_ACT2013.pdf">https://www.thedti.gov.za/business_regulation/acts/BEE-Amendment_ACT2013.pdf</ext-link></p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Comparison of the 2007 and 2013 Codes (points allocated per element).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Element</th>
<th valign="top" align="left">2017 pionts</th>
<th valign="top" align="left">2013 points</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Ownership</td>
<td align="left">20 plus 3 bonus points</td>
<td align="left">25</td>
</tr>
<tr>
<td align="left">Management control</td>
<td align="left"><list list-type="bullet">
<list-item><p>Management control &#x2013; 10 plus 1 bonus point.</p></list-item>
<list-item><p>Employment equity &#x2013; 15 plus 3 bonus points</p></list-item></list></td>
<td align="left">15 plus 4 bonus points</td>
</tr>
<tr>
<td align="left">Skills development</td>
<td align="left">15</td>
<td align="left">20 plus 5 bonus points</td>
</tr>
<tr>
<td align="left">Supplier development</td>
<td align="left"><list list-type="bullet">
<list-item><p>Preferential procurement &#x2013; 20</p></list-item>
<list-item><p>Enterprise development &#x2013; 15</p></list-item></list></td>
<td align="left">40 plus 4 bonus points</td>
</tr>
<tr>
<td align="left">Socio-economic development</td>
<td align="left">5</td>
<td align="left">5</td>
</tr>
<tr>
<td align="left">Total available</td>
<td align="left">107</td>
<td align="left">118</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Werksmans. (2014). <italic>Amendments to the B-BBEE Act and the codes explained</italic>. Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.werksmans.com/wpcontent/uploads/2014/02/040002WERKSMANS-bbbee-booklet.pdf">http://www.werksmans.com/wpcontent/uploads/2014/02/040002WERKSMANS-bbbee-booklet.pdf</ext-link></p></fn>
</table-wrap-foot>
</table-wrap>
<p>The targets for management control, preferential procurement and socio-economic development increased from the 2007 to the 2013 Codes (<xref ref-type="table" rid="T0001">Table 1</xref>). As shown in <xref ref-type="table" rid="T0002">Table 2</xref>, companies could achieve bonus points that allow them to achieve a score of more than 105 points (2013 Codes). Bonus points could be acquired for achieving specific targets. The bonus points could &#x2018;ease the compliance pressure&#x2019;, should a company meet certain criteria. The targets for the respective elements can be considered stringent (De Wet, <xref ref-type="bibr" rid="CIT0013">2016</xref>). None of the targets have been lowered since 2007.</p>
<p>Sub-minimum requirements apply for ownership, skills development and enterprise and supplier development. At least 40&#x0025; of the targets should be obtained by all large companies (with a turnover of more than R50 million) for these priority elements (DTI, <xref ref-type="bibr" rid="CIT0011">2013</xref>). Should a company not achieve 40&#x0025; of these targets, it will be awarded a non-compliant status (DTI, <xref ref-type="bibr" rid="CIT0011">2013</xref>). A comparison between the scores required to qualify for various compliance levels under the 2007 and 2013 Codes is provided in <xref ref-type="table" rid="T0003">Table 3</xref>.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Broad-Based Black Economic Empowerment compliance levels (2007 vs. 2013).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">B-BBEE status</th>
<th valign="top" align="center" colspan="2">Codes<hr/></th>
</tr>
<tr>
<th valign="top" align="center">2007</th>
<th valign="top" align="center">2013</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Level one contributor</td>
<td align="center">&#x2265; 100 points</td>
<td align="center">&#x2265; 100 points</td>
</tr>
<tr>
<td align="left">Level two contributor</td>
<td align="center">85, but &#x003C; 100 points</td>
<td align="center">&#x2265; 95, but &#x003C; 100 points</td>
</tr>
<tr>
<td align="left">Level three contributor</td>
<td align="center">&#x2265; 75, but &#x003C; 85 points</td>
<td align="center">&#x2265; 90, but &#x003C; 95 points</td>
</tr>
<tr>
<td align="left">Level four contributor</td>
<td align="center">&#x2265; 65, but &#x003C; 75 points</td>
<td align="center">&#x2265; 80, but &#x003C; 90 points</td>
</tr>
<tr>
<td align="left">Level five contributor</td>
<td align="center">&#x2265; 55, but &#x003C; 65 points</td>
<td align="center">&#x2265; 75, but &#x003C; 80 points</td>
</tr>
<tr>
<td align="left">Level six contributor</td>
<td align="center">&#x2265; 45, but &#x003C; 55 points</td>
<td align="center">&#x2265; 70, but &#x003C; 75 points</td>
</tr>
<tr>
<td align="left">Level seven contributor</td>
<td align="center">&#x2265; 40, but &#x003C; 45 points</td>
<td align="center">&#x2265; 55, but &#x003C; 70 points</td>
</tr>
<tr>
<td align="left">Level eight contributor</td>
<td align="center">&#x2265; 30, but &#x003C; 40 points</td>
<td align="center">&#x2265; 40, but &#x003C; 55 points</td>
</tr>
<tr>
<td align="left">Non-compliant contributor</td>
<td align="center">&#x003C; 30 points</td>
<td align="center">&#x003C; 40 points</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source:</italic> Department of Trade and Industry (DTI). (2007). <italic>Codes of good practice</italic>. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.thedti.gov.za/economic_empowerment/docs/Inside.pdf">https://www.thedti.gov.za/economic_empowerment/docs/Inside.pdf</ext-link>; Department of Trade and Industry (DTI). (2013). <italic>Codes of good practice</italic>. Retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.thedti.gov.za/business_regulation/acts/BEE-Amendment_ACT2013.pdf">https://www.thedti.gov.za/business_regulation/acts/BEE-Amendment_ACT2013.pdf</ext-link></p></fn>
<fn><p>B-BBEE, Broad-Based Black Economic Empowerment.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>It is evident from <xref ref-type="table" rid="T0003">Table 3</xref> that companies could have expected a decrease in their compliance levels when the 2013 Codes became effective. Although compliance is encouraged for all companies, it is only compulsory for government institutions to comply with B-BBEE (DTI, <xref ref-type="bibr" rid="CIT0011">2013</xref>). However, companies that aim to conduct business with government will have to prove that they comply with B-BBEE requirements. In turn, such companies are likely to expect that their suppliers should also comply with B-BBEE (because of the preferential procurement element). More empowered companies are likely to have a higher success rate in receiving government contracts and contracts with those wanting to do business with government, resulting in a competitive advantage.</p>
<p>As explained in the introduction, previous authors focussed on change in share price and certain financial performance measures but did not account for trends in the element scores. Controversy pertaining to whether B-BBEE legislation meets its stated objectives was also explained. By accounting for companies&#x2019; compliance with the 2004 and 2007 versions of the Codes of Good Practice, positive compliance trends and scope for improvement can be highlighted. It is expected that the changes in the Codes of Good Practice would encourage companies to give more attention to their B-BBEE policies and practices. The authors hence assessed whether a sample of JSE-listed companies has managed to improve its B-BBEE compliance by accounting for total and per element B-BBEE scores over the period 2004&#x2013;2015. The following hypotheses were formulated:</p>
<disp-quote>
<p><bold><italic>H</italic></bold><sub><bold>A,1</bold></sub>: The <italic>total B-BBEE scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,2</bold></sub>: The <italic>B-BBEE ownership element scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,3</bold></sub>: The <italic>B-BBEE management control element scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,4</bold></sub>: The <italic>B-BBEE employment equity element scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,5</bold></sub>: The <italic>B-BBEE skills development element scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,6</bold></sub>: The <italic>B-BBEE preferential procurement scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,7</bold></sub>: The <italic>B-BBEE enterprise development scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
<p><bold><italic>H</italic></bold><sub><bold>A,8</bold></sub>: The <italic>B-BBEE socio-economic development scores</italic> of the considered JSE-listed companies improved over the period 2004&#x2013;2015.</p>
</disp-quote>
</sec>
</sec>
<sec id="s0006">
<title>Research design and methodology</title>
<p>Based on the preceding discussion, it is evident that the 2007 and 2013 Codes differ considerably in terms of the elements included, their weightings and the total number of points available. For the purpose of this article, focus was placed on the Empowerdex scores measured according to the 2007 Codes over the period 2007&#x2013;2015. The scores for years prior to 2007 were allocated based on the 2004 Codes, which were comparable to the 2007 Codes. Whilst B-BBEE researchers such as Kleynhans and Kruger (<xref ref-type="bibr" rid="CIT0024">2014</xref>), Mathura (<xref ref-type="bibr" rid="CIT0025">2009</xref>) and Acemoglu et al. (<xref ref-type="bibr" rid="CIT0001">2007</xref>) used short timeframes spanning 1&#x2013;3 years, the authors of this study evaluated B-BBEE compliance of JSE-listed companies over more than a decade by accounting for total and per element B-BBEE scores.</p>
</sec>
<sec id="s0007">
<title>Population and sample</title>
<p>The population consisted of all companies listed on the JSE&#x2019;s main board and Alternative Exchange over the research period (2004&#x2013;2015). This time frame was chosen, as the first B-BBEE scores were released in 2004 by Empowerdex, whilst the 2013 Codes were implemented in 2015. As Empowerdex&#x2019;s 2016 list of most empowered companies was based on the 2013 Codes, it was not comparable to the B-BBEE scores obtained under the 2007 Codes.</p>
<p>The sample included listed companies for which Empowerdex made B-BBEE scores available over the period 2004&#x2013;2015. Kleynhans and Kruger (<xref ref-type="bibr" rid="CIT0024">2014</xref>) also applied convenience sampling in their B-BBEE study. Empowerdex annually publicly disclosed the B-BBEE scores of approximately 200 JSE-listed companies over the period 2004&#x2013;2009, based on their willing participation and consent. From 2010 onwards, Empowerdex annually disclosed only the scores of approximately 100 companies. Eight observations for private companies were excluded from the sample. Details on the population and sample are provided in <xref ref-type="table" rid="T0004">Table 4</xref>.</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Number of companies included in the sample.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Period</th>
<th valign="top" align="center">Year</th>
<th valign="top" align="center">Number of companies in the sample</th>
<th valign="top" align="center">Population (&#x0025;)<xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="6">Nascent</td>
<td align="center">2004</td>
<td align="center">198</td>
<td align="center">51</td>
</tr>
<tr>
<td align="center">2005</td>
<td align="center">184</td>
<td align="center">49</td>
</tr>
<tr>
<td align="center">2006</td>
<td align="center">200</td>
<td align="center">51</td>
</tr>
<tr>
<td align="center">2007</td>
<td align="center">199</td>
<td align="center">48</td>
</tr>
<tr>
<td align="center">2008</td>
<td align="center">188</td>
<td align="center">46</td>
</tr>
<tr>
<td align="center">2009</td>
<td align="center">200</td>
<td align="center">50</td>
</tr>
<tr>
<td align="left" rowspan="6">Wider adoption</td>
<td align="center">2010</td>
<td align="center">100<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref></td>
<td align="center">25</td>
</tr>
<tr>
<td align="center">2011</td>
<td align="center">110</td>
<td align="center">28</td>
</tr>
<tr>
<td align="center">2012</td>
<td align="center">99</td>
<td align="center">26</td>
</tr>
<tr>
<td align="center">2013</td>
<td align="center">82</td>
<td align="center">22</td>
</tr>
<tr>
<td align="center">2014</td>
<td align="center">99</td>
<td align="center">26</td>
</tr>
<tr>
<td align="center">2015</td>
<td align="center">108</td>
<td align="center">28</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TFN0001"><label>&#x2020;</label><p>, The lists of most empowered companies were reduced from approximately 200 to approximately 100;</p></fn>
<fn id="TFN0002"><label>&#x2021;</label><p>, Data were sourced from the World Federation of Exchanges (<xref ref-type="bibr" rid="CIT0042">2016</xref>).</p></fn>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref ref-type="table" rid="T0004">Table 4</xref>, the period under review was divided into two sub-periods called the nascent period and the wider adoption period for the purpose of this study. To address survivorship bias, delisted and suspended companies were included in the sample for the period that they were included in Empowerdex&#x2019;s annual lists. It should be noted that these companies were not necessarily the most empowered companies listed on the JSE, as the total B-BBEE scores of all JSE-listed companies were not available.</p>
<p>Given that the composition of the sample was based on the most empowered companies ranked by Empowerdex for the period under review, an unbalanced panel was considered. Most of the sample companies that were included in the second part of the study period (approximately 100 most empowered companies) were also included in the first period (approximately 200 most empowered companies). From the total sample of 379 companies, 140 companies were included in both periods. Only the total B-BBEE score per company was publicly released by Empowerdex. The scores per B-BBEE element were sourced from Empowerdex&#x2019;s research department.</p>
<p>Companies were classified in terms of the Industry Classification Benchmark. In line with previous B-BBEE researchers such as Acemoglu et al. (<xref ref-type="bibr" rid="CIT0001">2007</xref>), Chipeta and Vokwana (<xref ref-type="bibr" rid="CIT0007">2011</xref>), Kleynhans and Kruger (<xref ref-type="bibr" rid="CIT0024">2014</xref>) and Mathura (<xref ref-type="bibr" rid="CIT0025">2009</xref>), no industries were excluded. There were no companies listed in the utilities industry over the duration of the study period.</p>
</sec>
<sec id="s0008">
<title>Data collection and analysis</title>
<p><xref ref-type="table" rid="T0005">Table 5</xref> shows a description of the B-BBEE scores (in total and per element).</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Description of the Broad-Based Black Economic Empowerment scores.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Score</th>
<th valign="top" align="left">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Total B-BBEE</td>
<td align="left">A company&#x2019;s level of compliance (level one to eight or non-compliant) was based on this score. The total score had a maximum value of 100 based on the 2007 Codes; bonus points could, however, result in a company attaining a score of more than 100.</td>
</tr>
<tr>
<td align="left">Ownership</td>
<td align="left">20 points were available based on the percentage black shareholders.</td>
</tr>
<tr>
<td align="left">Management</td>
<td align="left">10 points were available for having between 40&#x0025; and 50&#x0025; black directors and managers.</td>
</tr>
<tr>
<td align="left">Employment equity</td>
<td align="left">15 points were available for complying with all the requirements of the <italic>Employment Equity Act</italic> (No.55 of 1998).</td>
</tr>
<tr>
<td align="left">Skills development</td>
<td align="left">15 points were available based on training provided to black workers.</td>
</tr>
<tr>
<td align="left">Preferential procurement</td>
<td align="left">20 points were available if a company procured from suppliers with high levels of B-BBEE compliance.</td>
</tr>
<tr>
<td align="left">Enterprise development</td>
<td align="left">15 points were available if a company assisted in developing small black-owned enterprises.</td>
</tr>
<tr>
<td align="left">Socio-economic development</td>
<td align="left">5 points were available based on the company&#x2019;s corporate social initiatives.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>B-BBEE, Broad-Based Black Economic Empowerment.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Pertaining to the validity of the B-BBEE scores, the sum of the elements of the B-BBEE scorecard were compared with the total B-BBEE scores that were reported by Empowerdex. There were 30 cases where there were differences between the total B-BBEE scores and the sum of the individual elements. The B-BBEE scorecards for these companies were compared with the actual certificates obtained from the Beagle (<xref ref-type="bibr" rid="CIT0003">2018</xref>) database. This database contains the B-BBEE certificates for various private and public companies. In instances where differences were found, the data set was updated to reflect the scores according to the B-BBEE certificate. The total B-BBEE scores that were available on the Bloomberg (<xref ref-type="bibr" rid="CIT0005">2018</xref>) database were also compared with those that were obtained from Empowerdex.</p>
<p>As the sample size was larger during the nascent period than the wider adoption period, the sample size of the nascent period (2004&#x2013;2009) was reduced to include only 100 companies per year, consistent with the sample size of the wider adoption period (2010&#x2013;2015). The mean B-BBBEE scores were compared for the complete sample and the reduced number of companies as part of the descriptive analysis. This reduction resulted in 1198 observations from 271 companies being used for the inferential analysis. Mixed-model analysis of variance (ANOVA) and Fisher&#x2019;s least significant difference (LSD) tests were conducted to investigate differences in B-BBEE scores (in total and per element) for the 100 most empowered companies. The considered fixed effects factor was year and the random effects factor was JSE ticker code. A restricted maximum likelihood solution with type III decomposition was performed to estimate the variance components of the random effects in the analysis of variance.</p>
</sec>
<sec id="s0009">
<title>Findings and discussion</title>
<p>In the next section, changes in the total B-BBEE scores are discussed followed by trends in the individual elements.</p>
<sec id="s20010">
<title>Changes in total Broad-Based Black Economic Empowerment scores</title>
<p>The trend in the mean total B-BBEE scores is illustrated in <xref ref-type="fig" rid="F0001">Figure 1</xref> by accounting for the total sample and the reduced number of companies (referred to as the top 100, based on their total B-BBEE scores) per year. As explained, Empoweredex provided B-BBEE scores for the 200 most empowered companies from 2004 to 2009, but only published scores for approximately 100 companies between 2010 and 2015 (the wider adoption period). The solid line represents the mean total B-BBEE score of the sample companies per annum, including approximately 200 companies before 2010. To compare the total B-BBEE scores of the 100 most empowered companies ranked by Empowerdex over the entire study period, the dotted line indicates the mean total B-BBEE scores of the so-called top 100 companies from 2004 to 2009.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Mean total Broad-Based Black Economic Empowerment score per year.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJBM-52-1963-g001.tif"/>
</fig>
<p>A mixed-model ANOVA was conducted to determine the significance of the observed trend in total B-BBEE scores (<xref ref-type="table" rid="T0006">Table 6</xref>). The Fisher&#x2019;s LSD test was used to determine whether the mean total B-BBEE scores differed significantly on an annual basis. Only the top 100 companies were used for the period 2004&#x2013;2009, to make it comparable with the sample size of the wider adoption period (2010&#x2013;2015). The results are shown in <xref ref-type="table" rid="T0007">Table 7</xref>.</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Mixed-model analysis of variance results for the mean total Broad-Based Black Economic Empowerment scores.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Effect</th>
<th valign="top" align="center">Numerator <italic>df</italic></th>
<th valign="top" align="center">Denominator <italic>df</italic></th>
<th valign="top" align="center"><italic>F</italic></th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Year</td>
<td align="center">11</td>
<td align="center">1007</td>
<td align="center">254.666<xref ref-type="table-fn" rid="TFN0003">&#x002A;</xref></td>
<td align="center">0.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>df</italic>, degrees of freedom.</p></fn>
<fn id="TFN0003"><label>&#x002A;</label><p>, Significant at the 1&#x0025; level.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Fisher&#x2019;s least significant difference results for the mean total Broad-Based Black Economic Empowerment scores per annum.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Year</th>
<th valign="top" align="center">2004</th>
<th valign="top" align="center">2005</th>
<th valign="top" align="center">2006</th>
<th valign="top" align="center">2007</th>
<th valign="top" align="center">2008</th>
<th valign="top" align="center">2009</th>
<th valign="top" align="center">2010</th>
<th valign="top" align="center">2011</th>
<th valign="top" align="center">2012</th>
<th valign="top" align="center">2013</th>
<th valign="top" align="center">2014</th>
<th valign="top" align="center">2015</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">2004</td>
<td align="center">-</td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2005</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.013<xref ref-type="table-fn" rid="TFN0004">&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2006</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.135</td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2007</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2008</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2009</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2010</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2011</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.013<xref ref-type="table-fn" rid="TFN0004">&#x002A;</xref></td>
<td align="center">0.001<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
<td align="center">0.017<xref ref-type="table-fn" rid="TFN0004">&#x002A;</xref></td>
<td align="center">0.000<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2012</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.305</td>
<td align="center">0.938</td>
<td align="center">0.002<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2013</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.265</td>
<td align="center">0.052</td>
</tr>
<tr>
<td align="left">2014</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">0.001<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">2015</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TFN0004"><label>&#x002A;</label><p>, Significant at the 5&#x0025; level;</p></fn>
<fn id="TFN0005"><label>&#x002A;&#x002A;</label><p>, Significant at the 1&#x0025; level.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The mean total B-BBEE scores of the considered companies differed significantly over the research period (<xref ref-type="table" rid="T0006">Table 6</xref>). As such, hypothesis <italic>H</italic><sub>A,1</sub> could be accepted. Perusal of <xref ref-type="table" rid="T0007">Table 7</xref> shows that all the annual increases in the mean total B-BBEE scores were statistically significant during the nascent period, except for the annual increase from 2006 to 2007. Four insignificant changes are also noted during the wider adoption period. The insignificant result during the nascent period could be partly ascribed to the release and implementation of the 2007 Codes. Companies may have postponed their B-BBEE efforts until the details of the 2007 Codes became clear. The same argument applies to the release and implementation of the 2013 Codes. The observed changes in the mean total B-BBEE scores were further investigated by accounting for changes in the individual elements.</p>
</sec>
<sec id="s20011">
<title>Changes in the individual Broad-Based Black Economic Empowerment element scores</title>
<p>The contribution of each element (mean score) to the mean total B-BBEE score is displayed in <xref ref-type="fig" rid="F0002">Figure 2</xref>.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Contribution of each element to the mean total Broad-Based Black Economic Empowerment scores.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJBM-52-1963-g002.tif"/>
</fig>
<p>It is evident that the mean contribution per element to the total B-BBEE scores varied considerably from 2004 to 2007. Since 2008 onwards, the contribution of each element seemed to increase or decrease in line with the total score per annum. These results could possibly indicate that the sample companies have experienced difficulty to align their B-BBEE practices with the 2004 Codes whilst it was still in draft form. As the Codes were finalised in 2007, the sampled companies seem to have maintained their focus on the elements that they have deemed most important. The increase from 2009 to 2010 is largely ascribed to the discussed reduction in sample size.</p>
<p>The preferential procurement score was lower than that of the ownership score in 2004, but higher in 2015. It hence seems as if more business owners used preferential procurement to improve their total B-BBEE score, as opposed to transferring the ownership to black shareholders over time. Acemoglu et al. (<xref ref-type="bibr" rid="CIT0001">2007</xref>) reported that B-BBEE share transfers took place at discounted share prices. As a result, directors could have been deterred to engage in share transfer transactions and rather focussed on elements that did not have such a substantial impact on shareholder value. Van der Merwe and Ferreira (<xref ref-type="bibr" rid="CIT0038">2014</xref>) found that an increase in B-BBEE element scores was negatively associated with changes in share prices.</p>
<p>A higher procurement recognition level contributes to a higher preferential procurement score and, ultimately, to higher total B-BBEE scores for the companies purchasing from these more empowered suppliers. In turn, it could have a positive effect on the preferential procurement score of the customers of the company&#x2019;s customers. It is thus expected that preferential procurement follows an exponential increase until maximum preferential procurement scores are attained.</p>
<p>The scores for skills development from 2013 to 2015 show an increase in line with ownership and preferential procurement. The 2013 Codes do not list employment equity as a separate element but include it as a sub-element of management control. In the 2007 Codes, 10 points were allocated for management control and 15 points for employment equity. The total 25 points allocated for these two aspects in the 2007 Codes was lowered to only 15 points for management control in the 2013 Codes (DTI, <xref ref-type="bibr" rid="CIT0011">2013</xref>). Companies could arguably have anticipated this change and hence placed less emphasis on employment equity.</p>
<p>Enterprise development had a lower average score in 2004 compared with employment equity and skills development. However, enterprise development then surpassed both skills development and employment equity. The considered companies could possibly have invested in enterprise development as a relatively &#x2018;easy way&#x2019; of enhancing their total B-BBEE scores. As such, stakeholders&#x2019; impressions of the company could be improved. Pertaining to self-promotion (Bolino &#x0026; Turnley, <xref ref-type="bibr" rid="CIT0006">1999</xref>), the company might be deemed a competent, empowered entity. Whilst companies are not expected to become directly involved in enterprise development initiatives to which they contribute financially, employment equity requires companies to actively change their employee demographical representation.</p>
<p>Management control displayed a similar pattern to socio-economic development. The average socio-economic development scores increased considerably from 2004 to 2006, after which it stabilised with a steady increase year-on-year. A slight decrease is seen in the socio-economic development score around 2008, which coincides with the global financial crisis. An economic crisis could arguably cause companies to refrain from avoidable expenditure. In the 2007 Codes, the target for socio-economic development was 1&#x0025; of net profit after tax (DTI, <xref ref-type="bibr" rid="CIT0010">2007</xref>). The considered companies attempted to maximise socio-economic development scores in the first few years of the nascent period. The moral imperative for socio-economic investment could shed some light on this result. If companies can &#x2018;do well&#x2019; (gain B-BBEE points and possible financial benefits) by &#x2018;doing good&#x2019; (uplifting communities), it is understandable that this element would receive considerable attention. It could also arguably be linked to exemplification, that is, to be seen as morally exemplary based on a company&#x2019;s empowerment initiatives (Bolino &#x0026; Turnley, <xref ref-type="bibr" rid="CIT0006">1999</xref>). It should be noted that at least 75&#x0025; of beneficiaries should be black, and expenditure on socio-economic development may not be tax deductible if the beneficiary does not provide the donor with a Section 18A tax deductible receipt (DTI, <xref ref-type="bibr" rid="CIT0010">2007</xref>).</p>
<p>Given the slight differences in weightings between the 2004 and the 2007 Codes, the average scores of the elements were expressed as a percentage of the maximum points available for each element. The increase from the 2004 to the 2015 percentages was then expressed as a multiple of the 2004 percentages to reflect increases in the element scores over the duration of the study period (see <xref ref-type="table" rid="T0008">Table 8</xref>).</p>
<table-wrap id="T0008">
<label>TABLE 8</label>
<caption><p>Percentage change in the elements scores between 2004 and 2015.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="12">&#x0025;<hr/></th>
<th valign="top" align="center" rowspan="2">Increase</th>
</tr>
<tr>
<th valign="top" align="center">2004</th>
<th valign="top" align="center">2005</th>
<th valign="top" align="center">2006</th>
<th valign="top" align="center">2007</th>
<th valign="top" align="center">2008</th>
<th valign="top" align="center">2009</th>
<th valign="top" align="center">2010</th>
<th valign="top" align="center">2011</th>
<th valign="top" align="center">2012</th>
<th valign="top" align="center">2013</th>
<th valign="top" align="center">2014</th>
<th valign="top" align="center">2015</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Ownership</td>
<td align="center">37</td>
<td align="center">46</td>
<td align="center">40</td>
<td align="center">52</td>
<td align="center">61</td>
<td align="center">73</td>
<td align="center">77</td>
<td align="center">80</td>
<td align="center">81</td>
<td align="center">85</td>
<td align="center">79</td>
<td align="center">82</td>
<td align="center">1.231</td>
</tr>
<tr>
<td align="left">Management control</td>
<td align="center">36</td>
<td align="center">56</td>
<td align="center">39</td>
<td align="center">43</td>
<td align="center">49</td>
<td align="center">50</td>
<td align="center">52</td>
<td align="center">56</td>
<td align="center">66</td>
<td align="center">64</td>
<td align="center">62</td>
<td align="center">61</td>
<td align="center">0.674</td>
</tr>
<tr>
<td align="left">Employment equity</td>
<td align="center">26</td>
<td align="center">47</td>
<td align="center">39</td>
<td align="center">36</td>
<td align="center">34</td>
<td align="center">40</td>
<td align="center">42</td>
<td align="center">48</td>
<td align="center">55</td>
<td align="center">49</td>
<td align="center">43</td>
<td align="center">44</td>
<td align="center">0.661</td>
</tr>
<tr>
<td align="left">Skills development</td>
<td align="center">36</td>
<td align="center">43</td>
<td align="center">49</td>
<td align="center">33</td>
<td align="center">46</td>
<td align="center">41</td>
<td align="center">47</td>
<td align="center">54</td>
<td align="center">58</td>
<td align="center">70</td>
<td align="center">65</td>
<td align="center">67</td>
<td align="center">0.863</td>
</tr>
<tr>
<td align="left">Preferential procurement</td>
<td align="center">24</td>
<td align="center">26</td>
<td align="center">30</td>
<td align="center">36</td>
<td align="center">51</td>
<td align="center">58</td>
<td align="center">70</td>
<td align="center">80</td>
<td align="center">85</td>
<td align="center">88</td>
<td align="center">83</td>
<td align="center">87</td>
<td align="center">2.634</td>
</tr>
<tr>
<td align="left">Enterprise development</td>
<td align="center">23</td>
<td align="center">30</td>
<td align="center">38</td>
<td align="center">58</td>
<td align="center">63</td>
<td align="center">71</td>
<td align="center">81</td>
<td align="center">87</td>
<td align="center">96</td>
<td align="center">94</td>
<td align="center">88</td>
<td align="center">84</td>
<td align="center">2.648</td>
</tr>
<tr>
<td align="left">Socio-economic development</td>
<td align="center">22</td>
<td align="center">31</td>
<td align="center">79</td>
<td align="center">78</td>
<td align="center">73</td>
<td align="center">83</td>
<td align="center">82</td>
<td align="center">90</td>
<td align="center">105</td>
<td align="center">106</td>
<td align="center">117</td>
<td align="center">109</td>
<td align="center">4.001</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The percentage scores for the B-BBEE elements more than doubled over the research period. It seemed as if the so-called top 100 companies focus on preferential procurement, enterprise development and socio-economic development. The latter element reflected the largest increase over the research period. The increase in preferential procurement is ascribed to more companies purchasing from B-BBEE compliant companies, thereby increasing their preferential procurement scores, and by implication becoming more B-BBEE compliant.</p>
<p>Mixed-model ANOVA and Fisher&#x2019;s LSD tests were conducted to test hypotheses H<sub>A,2</sub> to H<sub>A,8</sub>. Statistically significant increases were noted for all elements except during the years that the 2007 and the 2013 Codes were released and implemented. Hypotheses H<sub>A,2</sub> to H<sub>A,8</sub> could hence be accepted. The significant increases in compliance scores are encouraging.</p>
<p>The insignificant changes in the total and per element B-BBEE scores noted since 2013 could partly be attributed to poor economic growth, which could have shifted management&#x2019;s attention to financial survival. Expenditure on social initiatives such as B-BBEE could have been decreased. Another explanation is that some of the considered companies could have become &#x2018;comfortable&#x2019; with their B-BBEE compliance levels and hence did not make active attempts to further increase their scores. Alternatively, some of the considered companies that have attained high total scores might have struggled to further increase their B-BBEE scores.</p>
</sec>
</sec>
<sec id="s0012">
<title>Conclusions and recommendations</title>
<p>Broad-Based Black Economic Empowerment is the most prominent intervention by the government to address poverty experienced by black people. The application of B-BBEE is driven by the Codes of Good Practice. Since the inception of B-BBEE in 2003, three Codes have been released. This article was based on the 2007 and 2004 Codes. Despite criticism against B-BBEE, the need for economic reform cannot be underestimated. The authors of this study hence investigated whether a sample of listed companies made concerted effort to comply with the B-BBEE Act by accounting for their total and per element B-BBEE scores as provided by Empowerdex for the period 2004&#x2013;2015. Mixed-model ANOVA and Fisher LSD tests were conducted to investigate the significance of the observed trends. Focus was placed on which elements showed the largest and smallest improvements, respectively.</p>
<p>The mean total B-BBEE score increased considerably over the research period. Whilst the sample companies were, on average, non-compliant in 2004, they achieved level-three B-BBEE scores in 2015. Employment equity showed the smallest increase, whilst socio-economic development reflected the largest increase over the research period. These results could be linked to impression management theory (Bolino &#x0026; Turnley, <xref ref-type="bibr" rid="CIT0006">1999</xref>) by postulating that some of the sample companies placed more focus on those elements that are the &#x2018;easiest&#x2019; to comply with. As such, they could have enhanced stakeholders&#x2019; impressions of them being empowered companies. The mixed-model ANOVA results indicated significant increases over time for the total B-BBEE score and all elements. The Fisher LSD results showed that most of the annual changes were significant, except for the years surrounding the release and implementation of the revised Codes.</p>
<p>In line with a comment made by the South African minister of trade and industry (Phakathi, <xref ref-type="bibr" rid="CIT0031">2019</xref>), policymakers are encouraged to critically reflect on whether B-BBEE has achieved its goal of redressing historical imbalances. Policymakers could investigate other options than preferential procurement to incentivise companies to comply with B-BBEE, such as introducing tax rebates for companies with high B-BBEE scores.</p>
<p>More emphasis should be placed on education, which is deemed critical for economic empowerment. In a time of minimal economic growth, skills development and job creation should be a priority for directors and managers. They play an essential role to ensure a sustainable future for empowerment initiatives in South Africa. Educators furthermore have a significant influence on the future generations of directors and shareholders by enhancing awareness of the need for and moral imperative of economic transformation. Entrepreneurial skills could be enhanced and the importance of social justice emphasised by involving students in community upliftment projects. Investment management modules could also include discussions on the moral imperatives of investing.</p>
<p>Shareholders could furthermore request explanations from companies on the imperatives for their B-BBEE initiatives (or the lack thereof). Management should encourage shareholder engagement to clarify concerns and discuss amendments to their empowerment initiatives. The media can furthermore considerably influence the views of shareholders and the broader public on B-BBEE. Whilst the media can play an active role in educating the public on B-BBEE, negative publicity could result in negative sentiment. The media should provide a balanced perspective on B-BBEE to inform local stakeholders and international investors to enable sound decision-making.</p>
</sec>
<sec id="s0013">
<title>Suggestions for future research</title>
<p>Pertaining to the study&#x2019;s limitations, secondary B-BBEE data were obtained from Empowerdex. During the latter part of the research period, Empowerdex focussed on large listed companies. The identified trends are hence not applicable to all JSE-listed companies. A random sample of JSE-listed companies could be used to repeat this study in future by accounting for their reporting on B-BBEE. A study involving unlisted companies might shed light on B-BBEE trends amongst small entities. The business case for B-BBEE, based on the 2013 Codes, could also be investigated in future.</p>
<p>The extent to which improved compliance scores translate into improved outcomes pertaining to the stated aims of B-BBEE warrants further investigation. Future researchers could conduct interviews with various stakeholders, including black owners of small- and medium-sized enterprises and suppliers and managers of B-BBEE-accredited companies to gauge their views in this regard. Further investigation could also shed more light on why certain elements are favoured by companies.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to acknowledge Prof. Martin Kidd for the statistical analysis and Elizma Beets for the language editing.</p>
<sec id="s20014" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this research article.</p>
</sec>
<sec id="s20015">
<title>Authors&#x2019; contributions</title>
<p>J.A.D., S.V. and N.M.-K. contributed equally to this research article.</p>
</sec>
<sec id="s20016">
<title>Funding information</title>
<p>This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</p>
</sec>
<sec id="s20017">
<title>Ethical considerations</title>
<p>This article followed all ethical standards for research without direct contact with human or animal subjects.</p>
</sec>
<sec id="s20018">
<title>Data availability</title>
<p>Data sharing is not applicable to this article as no new data were created or analysed in this study.</p>
</sec>
<sec id="s20019">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Dreyer, J.A., Viviers, S., &#x0026; Mans-Kemp, N. (2021). Reflecting on compliance with Broad-Based Black Economic Empowerment codes of good practice: Trends and suggestions. <italic>South African Journal of Business Management, 52</italic>(1), a1963. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajbm.v52i1.1963">https://doi.org/10.4102/sajbm.v52i1.1963</ext-link></p></fn>
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