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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJEMS</journal-id>
<journal-title-group>
<journal-title>South African Journal of Economic and Management Sciences</journal-title>
</journal-title-group>
<issn pub-type="ppub">1015-8812</issn>
<issn pub-type="epub">2222-3436</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJEMS-29-6250</article-id>
<article-id pub-id-type="doi">10.4102/sajems.v29i1.6250</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Linking working capital management to value-based financial performance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-8614-7125</contrib-id>
<name>
<surname>Johnson</surname>
<given-names>Liam R.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<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="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2597-2987</contrib-id>
<name>
<surname>Erasmus</surname>
<given-names>Pierre D.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</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> Nadia Mans-Kemp, <email xlink:href="nadiamans@sun.ac.za">nadiamans@sun.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>30</day><month>04</month><year>2026</year></pub-date>
<pub-date pub-type="collection"><year>2026</year></pub-date>
<volume>29</volume>
<issue>1</issue>
<elocation-id>6250</elocation-id>
<history>
<date date-type="received"><day>17</day><month>04</month><year>2025</year></date>
<date date-type="accepted"><day>17</day><month>03</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026. The Authors</copyright-statement>
<copyright-year>2026</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 4.0 International (CC BY 4.0) license.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Background</title>
<p>Effective working capital management (WCM) enables corporate leaders to direct scarce resources to the most promising and productive uses. Value can thus be created in a sustainable manner by deploying excess capital to financially feasible projects. As prior authors focused on the associations between WCM and short-term profitability metrics, the value-based perspective warrants attention.</p>
</sec>
<sec id="st2">
<title>Aim</title>
<p>The linkages between WCM and value-based financial performance were investigated in the South African emerging market context.</p>
</sec>
<sec id="st3">
<title>Setting</title>
<p>The value-based WCM and financial performance outcomes of 122 firms that were listed on the Johannesburg Stock Exchange between 2006 and 2022 were analysed, thereby incorporating two crisis periods.</p>
</sec>
<sec id="st4">
<title>Method</title>
<p>Panel regression analysis was conducted to explore the linkages between selected value-based financial performance and WCM metrics.</p>
</sec>
<sec id="st5">
<title>Results</title>
<p>Significant negative relationships were noted between net operating working capital (NOWC) and return on invested capital and spread, respectively. In contrast, a significant positive link was observed between NOWC and free cash flow (FCF). The sampled companies&#x2019; WCM strategies thus enhanced their value-based financial performance.</p>
</sec>
<sec id="st6">
<title>Conclusion</title>
<p>Optimal WCM had positive value-based financial performance implications for selected JSE-listed companies over a 17-year period, including the 2008 global financial crisis and the COVID-19 pandemic.</p>
</sec>
<sec id="st7">
<title>Contribution</title>
<p>The value-based perspective can enable corporate leaders to optimise the allocation of working capital.</p>
</sec>
</abstract>
<kwd-group>
<kwd>working capital management</kwd>
<kwd>financial performance</kwd>
<kwd>value-based measures</kwd>
<kwd>Johannesburg Stock Exchange</kwd>
<kwd>net operating working capital</kwd>
<kwd>net operating trade cycle</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding information</bold> This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Corporate efficiency largely depends on the ability of business leaders to manage working capital (Mandipa &#x0026; Sibindi <xref ref-type="bibr" rid="CIT0039">2022</xref>). An effective working capital management (WCM) strategy can further enhance corporate sustainability (Griffith &#x0026; Carroll <xref ref-type="bibr" rid="CIT0021">2011</xref>). Working capital components should accordingly be allocated to their most favourable uses to enhance a company&#x2019;s financial well-being. Effective WCM strategies ensure that current assets and current liabilities are effectively utilised. Such strategies also facilitate the successful deployment of excess capital into financially feasible projects with related positive financial performance implications (Zimon &#x0026; Tarighi <xref ref-type="bibr" rid="CIT0068">2021</xref>).</p>
<p>Corporate leaders traditionally preferred short-term accounting-based financial performance metrics to measure financial health (Akbar, Akbar &#x0026; Draz <xref ref-type="bibr" rid="CIT0001">2021</xref>; Aktas, Croci &#x0026; Petmezas <xref ref-type="bibr" rid="CIT0002">2015</xref>; Arunkumar &#x0026; Ramanan <xref ref-type="bibr" rid="CIT0006">2013</xref>; Deari et al. <xref ref-type="bibr" rid="CIT0012">2024</xref>; Falope &#x0026; Ajilore <xref ref-type="bibr" rid="CIT0019">2009</xref>; Lazaridis &#x0026; Tryfonidis <xref ref-type="bibr" rid="CIT0034">2006</xref>; Mathuva <xref ref-type="bibr" rid="CIT0042">2010</xref>; Sharma &#x0026; Kumar <xref ref-type="bibr" rid="CIT0051">2011</xref>; Soukhakian &#x0026; Khodakarami <xref ref-type="bibr" rid="CIT0055">2019</xref>). However, accounting-based financial performance metrics are associated with several limitations, including the potential manipulation of financial data, and the exclusion of the cost of capital (Martin, Petty &#x0026; Wallace <xref ref-type="bibr" rid="CIT0041">2009</xref>). Literature furthermore shows inconclusive results on the link between these measures and firm value (Ricca, Ferrara &#x0026; Loprevite <xref ref-type="bibr" rid="CIT0048">2023</xref>).</p>
<p>The value-based management (VBM) perspective was hence adopted for the purpose of this study, as it encourages corporate leaders to account for the magnitude of return, the required investment, and the opportunity cost of capital. This perspective centres on value creation for shareholders but also incorporates elements of the stakeholder theory (Martin et al. <xref ref-type="bibr" rid="CIT0041">2009</xref>). This theory accounts for multiple constituencies and their interests by considering how they are impacted by the operations of a company, as well as their impacts on the organisation over time (Arora, Sur &#x0026; Chauhan <xref ref-type="bibr" rid="CIT0005">2021</xref>; Donaldson &#x0026; Preston <xref ref-type="bibr" rid="CIT0015">1995</xref>). Ineffective WCM is a major cause of corporate collapse which has negative implications for a range of stakeholders, including suppliers and consumers (Association of Chartered Certified Accountants <xref ref-type="bibr" rid="CIT0007">2026</xref>). Managers should thus ensure sound VBM, as it can result in a virtuous cycle of sustainable value creation.</p>
<p>Given the important role that VBM can play to safeguard a company&#x2019;s long-term survival, corporate leaders should reflect on how they can adapt and improve their companies&#x2019; WCM practices to minimise inefficiencies and enhance value creation (Barney <xref ref-type="bibr" rid="CIT0008">2018</xref>). Prior WCM researchers largely focused on the association between profitability and two accounting-based working capital metrics, namely the cash conversion cycle (CCC) and the net trade cycle (NTC) (Akbar et al. <xref ref-type="bibr" rid="CIT0001">2021</xref>; Aktas et al. <xref ref-type="bibr" rid="CIT0002">2015</xref>; Arunkumar &#x0026; Ramanan <xref ref-type="bibr" rid="CIT0006">2013</xref>; Deari et al. <xref ref-type="bibr" rid="CIT0012">2024</xref>; Falope &#x0026; Ajilore <xref ref-type="bibr" rid="CIT0019">2009</xref>; Lazaridis &#x0026; Tryfonidis <xref ref-type="bibr" rid="CIT0034">2006</xref>; Mathuva <xref ref-type="bibr" rid="CIT0042">2010</xref>; Sharma &#x0026; Kumar <xref ref-type="bibr" rid="CIT0051">2011</xref>; Shin &#x0026; Soenen <xref ref-type="bibr" rid="CIT0053">1998</xref>; Soukhakian &#x0026; Khodakarami <xref ref-type="bibr" rid="CIT0055">2019</xref>). Most of them reported a significant negative link from an accounting-based perspective. Yet, these metrics are exposed to several weaknesses, including focusing on the length of time that invested capital spends in the operating cycle whilst not accounting for the invested amount (Boisjoly, Conine &#x0026; McDonald <xref ref-type="bibr" rid="CIT0009">2020</xref>; Wang <xref ref-type="bibr" rid="CIT0063">2019</xref>).</p>
<p>The CCC indicates the number of days between the first cash outflow associated with the production of an item, and the final inflow of cash received when the inventory is sold (Hillier et al. <xref ref-type="bibr" rid="CIT0026">2010</xref>). The CCC can hence be improved by decreasing the trade receivables period and the inventory period and increasing the trade payables period. Like the CCC, the NTC also considers trade receivables, inventory and trade payables but expresses these items relative to sales (Ameer &#x0026; Otherman <xref ref-type="bibr" rid="CIT0004">2021</xref>; Erasmus <xref ref-type="bibr" rid="CIT0018">2010</xref>; Shin &#x0026; Soenen <xref ref-type="bibr" rid="CIT0053">1998</xref>). By implication, a shorter CCC and NTC reduce the need for external financing.</p>
<p>An alternative working capital metric that is relevant to a range of stakeholders, given that it reflects efficiency from an operating perspective is net operating working capital (NOWC). To align this metric with the accounting-based CCC and NTC metrics, the net operating trade cycle (NOTC) is used in this study. The value-based NOTC metric is determined by dividing the NOWC by sales and converting it into the applicable number of days per annum.</p>
<p>From a value-based WCM perspective, focus should be placed on cash flow management and its related implications by incorporating NOWC. Value-based management of working capital hence aligns short-term operational cash flow with shareholder value creation. The CCC could be optimised by effectively managing inventory, trade receivables and trade payables. In the context of VBM, corporate leaders should thus strive to determine the optimal level of liquid resources that would optimise firm value. Efficient management of the CCC speeds up cash generation, reduces financing costs and can improve return on invested capital (ROIC) (Arora et al. <xref ref-type="bibr" rid="CIT0005">2021</xref>; Makhija &#x0026; Trivedi <xref ref-type="bibr" rid="CIT0038">2020</xref>). Yet prior scholars largely focused on profitability outcomes linked to WCM whilst VBM evidently warrants attention.</p>
<p>Given this identified gap in the literature, the linkages between WCM and financial performance were explored in the South African emerging market context by incorporating free cash flow (FCF), ROIC and spread (ROIC less weighted average cost of capital [WACC]). Panel regression analyses were conducted for 122 companies that were listed on the Johannesburg Stock Exchange (JSE) between 2006 and 2022. The 17-year research period included two crisis periods, namely the 2008 global financial crisis and the COVID-19 pandemic. According to Shen et al. (<xref ref-type="bibr" rid="CIT0052">2020</xref>), effective WCM is of particular importance during a crisis period. The COVID-19 pandemic resulted in immense uncertainty regarding optimal levels of current assets and current liabilities for companies operating in diverse industries globally (Kl&#x00F6;ckner, Schmidt &#x0026; Wagner <xref ref-type="bibr" rid="CIT0031">2021</xref>; Shen et al. <xref ref-type="bibr" rid="CIT0052">2020</xref>).</p>
<p>The remainder of the article is structured as follows: The literature review covers key financial performance and WCM concepts. An overview of relevant prior research is also provided accompanied by the hypothesis. Thereafter, the data collection and analysis are explained. Based on the discussed results, recommendations are offered to corporate leaders, shareholders and future researchers.</p>
</sec>
<sec id="s0002">
<title>Literature review</title>
<p>In this section, financial performance will be discussed from accounting- and value-based points of view. Thereafter, key WCM considerations will be outlined. Reference will also be made to the linkages between the discussed metrics, accompanied by an overview of selected prior research.</p>
<sec id="s20003">
<title>Reflecting on financial performance</title>
<p>Financial performance is a multi-dimensional construct. In the broadest sense, financial performance refers to the degree to which short-, medium- and long-term financial objectives have been accomplished (Shen et al. <xref ref-type="bibr" rid="CIT0052">2020</xref>). Accounting-based metrics typically provide users with information regarding historic profitability. Despite relying on audited financial data, such measures might be manipulated by management. Commonly used accounting-based metrics include the return on assets (ROA) and return on equity (ROE) ratios (Aktas et al. <xref ref-type="bibr" rid="CIT0002">2015</xref>; Arunkumar &#x0026; Ramanan <xref ref-type="bibr" rid="CIT0006">2013</xref>; Oke <xref ref-type="bibr" rid="CIT0045">2023</xref>).</p>
<p>In turn, value-based metrics ensure that focus is placed on a cycle of sustainable value creation. This strategic value creation process entails generating long-term financial, as well as social and environmental value by integrating sustainability into the core operations of a company. Outcomes include enhancing competitiveness by optimising WCM, decreasing waste and reducing related costs. In turn, divergent stakeholders&#x2019; demands can be met (Manninen, Laukkanen &#x0026; Huiskonen <xref ref-type="bibr" rid="CIT0040">2024</xref>).</p>
<p>A financial performance metric is considered part of the VBM perspective if it accounts for a company&#x2019;s cost of equity or WACC (Young &#x0026; O&#x2019;Byrne <xref ref-type="bibr" rid="CIT0067">2001</xref>). The theoretical background of value-based measures is largely rooted in FCF valuation (Griffith &#x0026; Carroll <xref ref-type="bibr" rid="CIT0021">2011</xref>). A company&#x2019;s FCF represents the amount by which its operating cash flow exceeds its working capital needs and capital expenditure on non-current assets. A firm&#x2019;s FCF is hence calculated after provision for all investments in financially feasible projects has been made. The metric accordingly indicates the cash flow that is available to be distributed to a company&#x2019;s capital providers (Griffith &#x0026; Carroll <xref ref-type="bibr" rid="CIT0021">2011</xref>).</p>
<p>As it is more challenging to manipulate value-based metrics than accounting-based measures, some scholars prefer FCF above accounting-based return ratios (Hann, Ogneva &#x0026; Ozbas <xref ref-type="bibr" rid="CIT0025">2013</xref>). Zimon and Tarighi (<xref ref-type="bibr" rid="CIT0068">2021</xref>) described FCF as a reliable indicator of how well companies have maintained their operating cash flows. When calculating FCF, financial managers typically commence with the net operating profit after tax (NOPAT), before incorporating the change in net operating capital (NOC) required to support operations. A key advantage associated with the NOPAT metric is thus that it allows for comparison between companies irrespective of how they are financed (Mauboussin &#x0026; Callahan <xref ref-type="bibr" rid="CIT0043">2022</xref>).</p>
<p>Furthermore, NOPAT and the investment in NOC could be used to compute the ROIC metric. This value-based return measure expresses NOPAT as a percentage of a company&#x2019;s NOC. In turn, NOC comprises of NOWC and long-term operating capital. The ROIC measure thus enables managers to make effective asset allocation decisions and compare investment opportunities. Managers will typically select the investment opportunity that returns the highest ROIC (Martin et al. <xref ref-type="bibr" rid="CIT0041">2009</xref>).</p>
<p>The financial feasibility of an investment could further be assessed by comparing its ROIC to the company&#x2019;s WACC (Martin et al. <xref ref-type="bibr" rid="CIT0041">2009</xref>). The resultant spread value reflects whether the return earned on the invested capital exceeds the cost of obtaining the capital. If WACC is larger than ROIC, additional investment in NOC will diminish value. According to PricewaterhouseCoopers (PwC <xref ref-type="bibr" rid="CIT0047">2019</xref>:6) &#x2018;more can be done to boost ROIC&#x2019; through WCM. Companies could accordingly enhance their ROIC by optimising their WCM.</p>
</sec>
<sec id="s20004">
<title>Key working capital considerations</title>
<p>Working capital management refers to the management of a company&#x2019;s short-term assets and liabilities with the aim of improving its operating efficiency (Le <xref ref-type="bibr" rid="CIT0035">2019</xref>). Ideally, current assets should thus be allocated in a manner that maximises operating efficiency and minimises waste (Bo&#x021B;oc &#x0026; Anton <xref ref-type="bibr" rid="CIT0010">2017</xref>). Sound WCM practices should provide an ongoing investment in the current assets of a company, thereby allowing the timeous settlement of expenses, including inventory purchases. Furthermore, such practices could ensure continuous growth through additional investments in specific current assets. A primary indicator of an effective WCM strategy is thus that it has a positive impact on value creation. Underinvestment in working capital can cause liquidity problems (Habib &#x0026; Kayani <xref ref-type="bibr" rid="CIT0024">2022</xref>; Le <xref ref-type="bibr" rid="CIT0035">2019</xref>).</p>
<p>Prior WCM authors largely focused on the CCC and the NTC. The NTC differs from the CCC in the sense that the trade receivables, inventory and trade payables are expressed relative to sales, whereafter it is multiplied by the number of days per annum (Akbar et al. <xref ref-type="bibr" rid="CIT0001">2021</xref>; Ameer &#x0026; Otherman <xref ref-type="bibr" rid="CIT0004">2021</xref>; Erasmus <xref ref-type="bibr" rid="CIT0018">2010</xref>). Since both the CCC and NTC are calculated based on information contained in a company&#x2019;s financial statements, these working capital measures reflect the accounting perspective.</p>
<p>In contrast, the VBM framework centres on FCF, and by implication incorporates WCM through NOWC (Strischek <xref ref-type="bibr" rid="CIT0057">2001</xref>). The amount of FCF generated by a company could be considerably influenced by its WCM strategy, as reflected by the changes in NOWC over time (Griffith &#x0026; Carroll <xref ref-type="bibr" rid="CIT0021">2011</xref>). The FCF metric thus enables investors to reflect on a company&#x2019;s operational efficiency and adopted WCM strategy (Hann et al. <xref ref-type="bibr" rid="CIT0025">2013</xref>).</p>
<p>As the NOWC specifically focuses on a company&#x2019;s operational efficiency, only items that are directly linked to operating activities are considered. This metric is hence computed by accounting for changes in selected operating current assets, such as trade receivables and inventory and trade payables that are required to support the operating activities (Strischek <xref ref-type="bibr" rid="CIT0057">2001</xref>). The NOTC can be determined to assess a company&#x2019;s WCM by dividing the NOWC by sales and converting it to the number of days per annum. By implication, the shorter the NOTC, the more efficiently a company has managed its NOWC.</p>
<p>Pertaining to WCM strategies, an aggressive strategy entails that management aims to maximise profitability and free up maximum capital for expansion purposes by maintaining low levels of working capital. Working capital shortfalls are then financed with short-term debt. Although cash flow can improve, liquidity risk can also increase given the potential inability to meet short-term obligations. This strategy is usually utilised if management can predict future cash requirements with relatively high accuracy (Guizani &#x0026; Abdalkrim <xref ref-type="bibr" rid="CIT0022">2023</xref>; Tsuruta <xref ref-type="bibr" rid="CIT0060">2018</xref>). Furthermore, large companies tend to exercise their bargaining power with suppliers when implementing this strategy (Jabbouri et al. <xref ref-type="bibr" rid="CIT0028">2025</xref>).</p>
<p>In contrast, managers that follow a conservative WCM strategy prioritise liquidity by maintaining high levels of current assets, thereby resulting in high carrying costs. Such high levels of working capital are typically funded by long-term financing sources (Guizani &#x0026; Abdalkrim <xref ref-type="bibr" rid="CIT0022">2023</xref>; Tsuruta <xref ref-type="bibr" rid="CIT0060">2018</xref>). Profitable companies with high operating cash flows tend to adopt this WCM strategy (Jabbouri et al. <xref ref-type="bibr" rid="CIT0028">2025</xref>). A moderate WCM strategy aligns debt maturities with the maturity of the company&#x2019;s financial needs. As this strategy entails maintaining average inventory, it typically translates in stable operations. Profitability can thus be improved. Corporate leaders can accordingly meet short-term obligations while avoiding high carrying costs (Weinraub &#x0026; Visscher <xref ref-type="bibr" rid="CIT0064">1998</xref>).</p>
</sec>
<sec id="s20005">
<title>Overview of prior research and motivation for selection of the variables</title>
<p>Prior researchers mainly reported a significant negative relationship between the CCC and selected accounting-based profitability metrics (Aktas et al. <xref ref-type="bibr" rid="CIT0002">2015</xref>; Aldubhani et al. <xref ref-type="bibr" rid="CIT0003">2022</xref>; Arunkumar &#x0026; Ramanan <xref ref-type="bibr" rid="CIT0006">2013</xref>; Doan &#x0026; Bui <xref ref-type="bibr" rid="CIT0014">2020</xref>; Falope &#x0026; Ajilore <xref ref-type="bibr" rid="CIT0019">2009</xref>; Hossain <xref ref-type="bibr" rid="CIT0027">2020</xref>; Kasozi <xref ref-type="bibr" rid="CIT0029">2017</xref>; Kiymaz, Haque &#x0026; Choudhury <xref ref-type="bibr" rid="CIT0030">2024</xref>; Koroma &#x0026; Bein <xref ref-type="bibr" rid="CIT0032">2024</xref>; Kumar, Sawarni &#x0026; Roy <xref ref-type="bibr" rid="CIT0033">2024</xref>; Lazaridis &#x0026; Tryfonidis <xref ref-type="bibr" rid="CIT0034">2006</xref>; Louw, Hall &#x0026; Brummer <xref ref-type="bibr" rid="CIT0036">2016</xref>; Mandipa &#x0026; Sibindi <xref ref-type="bibr" rid="CIT0039">2022</xref>; Mathuva <xref ref-type="bibr" rid="CIT0042">2010</xref>; &#x00D6;zkaya &#x0026; Ya&#x015F;ar <xref ref-type="bibr" rid="CIT0046">2023</xref>; Sawarni, Narayanswamy &#x0026; Ayyalusamy <xref ref-type="bibr" rid="CIT0049">2021</xref>; Shah <xref ref-type="bibr" rid="CIT0050">2019</xref>; Tran, Abott &#x0026; Yap <xref ref-type="bibr" rid="CIT0059">2017</xref>). Similar results were noted for the NTC WCM metric (Ameer &#x0026; Otherman <xref ref-type="bibr" rid="CIT0004">2021</xref>; Erasmus <xref ref-type="bibr" rid="CIT0018">2010</xref>; Shin &#x0026; Soenen <xref ref-type="bibr" rid="CIT0053">1998</xref>). Several scholars have further investigated the relationships between the components of the CCC and profitability. As seen in <xref ref-type="table" rid="T0001">Table 1</xref>, most of them noted a significant negative relationship between profitability, and the inventory and trade receivable periods and a significant positive link with the trade payables period (Bo&#x021B;oc &#x0026; Anton <xref ref-type="bibr" rid="CIT0010">2017</xref>; Deloof <xref ref-type="bibr" rid="CIT0013">2003</xref>; Garcia-Teruel &#x0026; Martinez-Solano <xref ref-type="bibr" rid="CIT0020">2007</xref>; Habib &#x0026; Dalwai <xref ref-type="bibr" rid="CIT0023">2024</xref>; Kiymaz et al. <xref ref-type="bibr" rid="CIT0030">2024</xref>; Tauringana &#x0026; Afrifa <xref ref-type="bibr" rid="CIT0058">2013</xref>; Uyar <xref ref-type="bibr" rid="CIT0062">2009</xref>).</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Overview of prior research.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Investigated link</th>
<th valign="top" align="left">Main finding</th>
<th valign="top" align="left">Scholars</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">CCC and profitability</td>
<td align="left">Significant negative relationship</td>
<td align="left">Kiymaz et al. (<xref ref-type="bibr" rid="CIT0030">2024</xref>), Koroma and Bein (<xref ref-type="bibr" rid="CIT0032">2024</xref>), Kumar et al. (<xref ref-type="bibr" rid="CIT0033">2024</xref>), &#x00D6;zkaya and Ya&#x015F;ar (<xref ref-type="bibr" rid="CIT0046">2023</xref>), Aldubhani et al. (<xref ref-type="bibr" rid="CIT0003">2022</xref>), Mandipa and Sibindi (<xref ref-type="bibr" rid="CIT0039">2022</xref>), Sawarni et al. (<xref ref-type="bibr" rid="CIT0049">2021</xref>), Doan and Bui (<xref ref-type="bibr" rid="CIT0014">2020</xref>), Hossain (<xref ref-type="bibr" rid="CIT0027">2020</xref>), Shah (<xref ref-type="bibr" rid="CIT0050">2019</xref>), Soukhakian and Khodakarami (<xref ref-type="bibr" rid="CIT0055">2019</xref>), Louw et al. (<xref ref-type="bibr" rid="CIT0036">2016</xref>), Aktas et al. (<xref ref-type="bibr" rid="CIT0002">2015</xref>), Arunkumar and Ramanan (<xref ref-type="bibr" rid="CIT0006">2013</xref>), Sharma and Kumar (<xref ref-type="bibr" rid="CIT0051">2011</xref>), Mathuva (<xref ref-type="bibr" rid="CIT0042">2010</xref>), Falope and Ajilore (<xref ref-type="bibr" rid="CIT0019">2009</xref>), Lazaridis and Tryfonidis (<xref ref-type="bibr" rid="CIT0034">2006</xref>)</td>
</tr>
<tr>
<td align="left">Inventory period and profitability</td>
<td align="left">Significant negative relationship</td>
<td align="left">Kiymaz et al. (<xref ref-type="bibr" rid="CIT0030">2024</xref>), Kumar et al. (<xref ref-type="bibr" rid="CIT0033">2024</xref>), Mandipa and Sibindi (<xref ref-type="bibr" rid="CIT0039">2022</xref>), Doan and Bui (<xref ref-type="bibr" rid="CIT0014">2020</xref>), Mabandla (<xref ref-type="bibr" rid="CIT0037">2018</xref>), Bo&#x021B;oc and Anton (<xref ref-type="bibr" rid="CIT0010">2017</xref>), Tran et al. (<xref ref-type="bibr" rid="CIT0059">2017</xref>), Louw et al. (<xref ref-type="bibr" rid="CIT0036">2016</xref>), Uyar (<xref ref-type="bibr" rid="CIT0062">2009</xref>), Garcia-Teruel and Martinez-Solano (<xref ref-type="bibr" rid="CIT0020">2007</xref>), Deloof (<xref ref-type="bibr" rid="CIT0013">2003</xref>)</td>
</tr>
<tr>
<td align="left">Trade receivables and profitability</td>
<td align="left">Significant negative relationship</td>
<td align="left">Kiymaz et al. (<xref ref-type="bibr" rid="CIT0030">2024</xref>), Mandipa and Sibindi (<xref ref-type="bibr" rid="CIT0039">2022</xref>), Doan and Bui (<xref ref-type="bibr" rid="CIT0014">2020</xref>), Mabandla (<xref ref-type="bibr" rid="CIT0037">2018</xref>), Bo&#x021B;oc and Anton (<xref ref-type="bibr" rid="CIT0010">2017</xref>), Kasozi (<xref ref-type="bibr" rid="CIT0029">2017</xref>), Tran et al. (<xref ref-type="bibr" rid="CIT0059">2017</xref>), Louw et al. (<xref ref-type="bibr" rid="CIT0036">2016</xref>), Uyar (<xref ref-type="bibr" rid="CIT0062">2009</xref>), Garcia-Teruel and Martinez-Solano (<xref ref-type="bibr" rid="CIT0020">2007</xref>), Deloof (<xref ref-type="bibr" rid="CIT0013">2003</xref>)</td>
</tr>
<tr>
<td align="left">Trade payables and profitability</td>
<td align="left">Significant positive relationship</td>
<td align="left">Habib and Dalwai (<xref ref-type="bibr" rid="CIT0023">2024</xref>), Kiymaz et al. (<xref ref-type="bibr" rid="CIT0030">2024</xref>), Doan and Bui (<xref ref-type="bibr" rid="CIT0014">2020</xref>), Mabandla (<xref ref-type="bibr" rid="CIT0037">2018</xref>), Bo&#x021B;oc and Anton (<xref ref-type="bibr" rid="CIT0010">2017</xref>), Tran et al. (<xref ref-type="bibr" rid="CIT0059">2017</xref>), Louw et al. (<xref ref-type="bibr" rid="CIT0036">2016</xref>), Tauringana and Afrifa (<xref ref-type="bibr" rid="CIT0058">2013</xref>), Uyar (<xref ref-type="bibr" rid="CIT0062">2009</xref>), Garcia-Teruel and Martinez-Solano (<xref ref-type="bibr" rid="CIT0020">2007</xref>), Deloof (<xref ref-type="bibr" rid="CIT0013">2003</xref>)</td>
</tr>
<tr>
<td align="left">CCC and operating performance</td>
<td align="left">Significant negative relationship</td>
<td align="left">Mabandla (<xref ref-type="bibr" rid="CIT0037">2018</xref>), Ukaegbu (<xref ref-type="bibr" rid="CIT0061">2014</xref>), Enqvist, Graham and Nikkinen (<xref ref-type="bibr" rid="CIT0017">2014</xref>), Lazaridis and Tryfonidis (<xref ref-type="bibr" rid="CIT0034">2006</xref>), Deloof (<xref ref-type="bibr" rid="CIT0013">2003</xref>)</td>
</tr>
<tr>
<td align="left">CCC and ROA</td>
<td align="left">Non-significant positive relationship</td>
<td align="left">Deari et al. (<xref ref-type="bibr" rid="CIT0012">2024</xref>), Koroma and Bein (<xref ref-type="bibr" rid="CIT0032">2024</xref>), Soukhakian and Khodakarami (<xref ref-type="bibr" rid="CIT0055">2019</xref>), Sharma and Kumar (<xref ref-type="bibr" rid="CIT0051">2011</xref>)</td>
</tr>
<tr>
<td align="left">NTC and ROA</td>
<td align="left">Significant negative relationship</td>
<td align="left">Ameer and Otherman (<xref ref-type="bibr" rid="CIT0004">2021</xref>), Erasmus (<xref ref-type="bibr" rid="CIT0018">2010</xref>), Shin and Soenen (<xref ref-type="bibr" rid="CIT0053">1998</xref>)</td>
</tr>
<tr>
<td align="left">NTC and ROE</td>
<td align="left">Significant positive relationship</td>
<td align="left">Akbar et al. (<xref ref-type="bibr" rid="CIT0001">2021</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Please see the full reference list of the article, Johnson, L.R., Mans-Kemp, N. &#x0026; Erasmus, P.D., 2026, &#x2018;Linking working capital management to value-based financial performance&#x2019;, <italic>South African Journal of Economic and Management Sciences</italic> 29(1), a6250. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajems.v29i1.6250">https://doi.org/10.4102/sajems.v29i1.6250</ext-link> for more information.</p></fn>
<fn><p>CCC, cash conversion cycle; ROA, return on assets; NTC, net trade cycle; ROE, return on equity.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Perusal of <xref ref-type="table" rid="T0001">Table 1</xref> further highlights an evident need to adopt the value-based perspective to investigate the linkages between WCM and financial performance metrics. The researchers therefore identified suitable value-based return ratios based on a rigorous literature review. PricewaterhouseCoopers (<xref ref-type="bibr" rid="CIT0047">2019</xref>) recommended that companies should account for value creation opportunities (proxied by ROIC) by optimising working capital levels. The ROIC metric was hence selected as a value-based return ratio for this empirical investigation.</p>
<p>In the VBM context, managers should focus on achieving ROIC in excess of WACC. The spread was hence selected, as this value-based measure indicates whether value was created or destroyed. Furthermore, FCF is a key value-based indicator, as this metric is directly impacted by operational efficiency (Hann et al. <xref ref-type="bibr" rid="CIT0025">2013</xref>). Pertaining to the value-based WCM metrics, NOWC was selected based on the overview of prior research. The NOTC was then derived from NOWC.</p>
<p>Compared to other emerging markets, South Africa experiences unique socio-economic challenges. South Africa has a well-developed financial sector, yet it is the most unequal country globally (World Bank <xref ref-type="bibr" rid="CIT0065">2022</xref>). Furthermore, despite being a highly industrialised and technologically advanced economy within the African continent, 37.9&#x0025; of the population lives in poverty, coupled by a high unemployment rate (Statistics South Africa <xref ref-type="bibr" rid="CIT0056">2025</xref>). The following hypothesis was formulated based on the preceding discussion:</p>
<disp-quote>
<p><bold>H<sub>0</sub>:</bold> There is no relationship between value-based working capital and financial performance metrics of selected JSE-listed companies over the period 2006 to 2022.</p>
</disp-quote>
</sec>
</sec>
<sec id="s0006">
<title>Research methods and design</title>
<p>This quantitative investigation was conducted to analyse the relationships between value-based WCM and financial performance variables for selected JSE-listed companies over a period of 17 years, including two crisis periods. The sample comprised 122 companies that were listed on the JSE between 2006 and 2022, thereby incorporating the 2008 global financial crisis and the COVID-19 pandemic. Working capital management is of particular importance during crisis periods (Shen et al. <xref ref-type="bibr" rid="CIT0052">2020</xref>).</p>
<p>Companies operating in the Consumer Staples, Consumer Discretionary, Health Care, Oil and Gas, Technology, Telecommunications and Industrials industries were included in the sample. Basic Materials and Financials companies were excluded given that the format of their financial statements, nature of their activities and the level of regulation differ from the considered industries.</p>
<p>Value-based financial performance (the dependent variable) was proxied by the FCF, ROIC and spread metrics. The following equations (<xref ref-type="disp-formula" rid="FD1">Equations 1</xref>, <xref ref-type="disp-formula" rid="FD2">2</xref>, and <xref ref-type="disp-formula" rid="FD3">3</xref>) were used to determine these variables based on data sourced from Bloomberg (Martin et al. <xref ref-type="bibr" rid="CIT0041">2009</xref>):
<disp-formula id="FD1"><alternatives><mml:math display="block" id="M1"><mml:mrow><mml:mtext>FCF</mml:mtext><mml:mo>=</mml:mo><mml:mtext>NOPAT</mml:mtext><mml:mo>&#x2212;</mml:mo><mml:mi>&#x0394;</mml:mi><mml:mtext>Long-term operating capital</mml:mtext><mml:mo>&#x2212;</mml:mo><mml:mi>&#x0394;</mml:mi><mml:mtext>NOWC</mml:mtext></mml:mrow></mml:math><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-e001.tif"/></alternatives><label>[Eqn 1]</label></disp-formula>
<disp-formula id="FD2"><alternatives><mml:math display="block" id="M2"><mml:mrow><mml:mtext>ROIC</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mtext>NOPAT</mml:mtext></mml:mrow><mml:mrow><mml:mtext>NOC</mml:mtext></mml:mrow></mml:mfrac></mml:mrow></mml:math><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-e002.tif"/></alternatives><label>[Eqn 2]</label></disp-formula>
<disp-formula id="FD3"><alternatives><mml:math display="block" id="M3"><mml:mrow><mml:mtext>SPREAD</mml:mtext><mml:mo>=</mml:mo><mml:mtext>ROIC</mml:mtext><mml:mo>&#x2212;</mml:mo><mml:mtext>WACC</mml:mtext></mml:mrow></mml:math><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-e003.tif"/></alternatives><label>[Eqn 3]</label></disp-formula>
where:</p>
<p>NOPAT: Net operating profit after tax</p>
<p>Long-term operating capital: Long-term operating assets minus long-term operating liabilities</p>
<p>NOWC: Selected operating current assets &#x2013; selected operating current liabilities</p>
<p>NOC: LTOC + NOWC</p>
<p>WACC: Weighted after-tax cost of capital sources</p>
<p>The working capital variables were calculated as follows (Martin et al. <xref ref-type="bibr" rid="CIT0041">2009</xref>), based on data sourced from Bloomberg (<xref ref-type="disp-formula" rid="FD4">Equations 4</xref> and <xref ref-type="disp-formula" rid="FD5">5</xref>):
<disp-formula id="FD4"><alternatives><mml:math display="block" id="M4"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mtext>NOWC</mml:mtext><mml:mo>=</mml:mo><mml:mtext>Selected operating current assets</mml:mtext><mml:mo>&#x2212;</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mtext>selected operating current liabilities</mml:mtext></mml:mtd></mml:mtr></mml:mtable></mml:math><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-e004.tif"/></alternatives><label>[Eqn 4]</label></disp-formula>
<disp-formula id="FD5"><alternatives><mml:math display="block" id="M5"><mml:mrow><mml:mtext>NOTC</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mtext>NOWC</mml:mtext></mml:mrow><mml:mrow><mml:mtext>Sales</mml:mtext></mml:mrow></mml:mfrac><mml:mo>&#x00D7;</mml:mo><mml:mn>365</mml:mn></mml:mrow></mml:math><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-e005.tif"/></alternatives><label>[Eqn 5]</label></disp-formula></p>
<p>Market capitalisation (SIZE) was included as a control variable given that the management of current assets and current liabilities is particularly important for smaller companies (Bo&#x021B;oc &#x0026; Anton <xref ref-type="bibr" rid="CIT0010">2017</xref>; Singhania &#x0026; Mehta <xref ref-type="bibr" rid="CIT0054">2017</xref>). Current liabilities are often a main source of financing for small companies when struggling to obtain sufficient funding over the long term, in line with the discussed WCM strategies (Singhania &#x0026; Mehta <xref ref-type="bibr" rid="CIT0054">2017</xref>). Large firms tend to exercise their bargaining power with suppliers to implement an aggressive WCM strategy (Jabbouri et al. <xref ref-type="bibr" rid="CIT0028">2025</xref>). Leverage (LEV) was also included as a control variable, determined as total debt-to-total assets. This variable can considerably alter the costs associated with external financing and might therefore impact WCM strategies. Furthermore, highly leveraged companies tend to have higher liquidity needs, which might impact their WCM strategy (Jabbouri et al. <xref ref-type="bibr" rid="CIT0028">2025</xref>).</p>
<p>Descriptive trends were analysed for the outlined variables. Where applicable, outlier values were winsorised before conducting panel regression analysis to test the hypothesis. The appropriate model per analysis was selected based on the outcomes of the F-test and Hausman test. All variance inflation factors were below the threshold value of five. Based on the outcomes of the Breusch-Pagan test, the results were adjusted for heteroskedasticity.</p>
<p>The following panel regression model was applied (<xref ref-type="disp-formula" rid="FD6">Equation 6</xref>):
<disp-formula id="FD6"><alternatives><mml:math display="block" id="M6"><mml:mtable columnalign="left"><mml:mtr><mml:mtd><mml:mtext>Value-based financial performance</mml:mtext><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mn>0</mml:mn><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:msub><mml:mtext>NOWC</mml:mtext><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:msub><mml:mtext>NOTC</mml:mtext><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mn>3</mml:mn></mml:msub><mml:msub><mml:mtext>SIZE</mml:mtext><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mn>4</mml:mn></mml:msub><mml:msub><mml:mtext>LEV</mml:mtext><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:mtd></mml:mtr></mml:mtable></mml:math><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-e006.tif"/></alternatives><label>[Eqn 6]</label></disp-formula></p>
<sec id="s20007">
<title>Ethical considerations</title>
<p>Ethical clearance to conduct this study was obtained from the Stellenbosch University Research Ethics Committee: Social, Behavioural and Education Research (REC: SBE) (Project no.: ONB- 2023-27650). The study was classified as exempt from ethical clearance.</p>
</sec>
</sec>
<sec id="s0008">
<title>Results and discussion</title>
<p>Descriptive trends for the dependent variable will be discussed first, proxied by FCF, ROIC and spread. <xref ref-type="table" rid="T0002">Table 2</xref> reflects the descriptive statistics for FCF (in Rand million; log values).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Descriptive statistics for free cash flow.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Years</th>
<th valign="top" align="center">Valid (<italic>n</italic>)</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">Minimum value</th>
<th valign="top" align="center">Maximum value</th>
<th valign="top" align="center">Standard deviation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">2006</td>
<td align="center">53</td>
<td align="center">&#x2212;381.99</td>
<td align="center">&#x2212;10.46</td>
<td align="center">&#x2212;6488.96</td>
<td align="center">1352.79</td>
<td align="center">1403.24</td>
</tr>
<tr>
<td align="left">2007</td>
<td align="center">57</td>
<td align="center">&#x2212;367.87</td>
<td align="center">&#x2212;8.28</td>
<td align="center">&#x2212;7135.01</td>
<td align="center">601.80</td>
<td align="center">1490.09</td>
</tr>
<tr>
<td align="left">2008</td>
<td align="center">66</td>
<td align="center">324.81</td>
<td align="center">20.98</td>
<td align="center">&#x2212;2407.30</td>
<td align="center">4749.17</td>
<td align="center">998.29</td>
</tr>
<tr>
<td align="left">2009</td>
<td align="center">71</td>
<td align="center">181.38</td>
<td align="center">43.54</td>
<td align="center">&#x2212;15 374.58</td>
<td align="center">13 410.82</td>
<td align="center">2730.48</td>
</tr>
<tr>
<td align="left">2010</td>
<td align="center">75</td>
<td align="center">926.69</td>
<td align="center">95.45</td>
<td align="center">&#x2212;572.15</td>
<td align="center">25 916.93</td>
<td align="center">3228.36</td>
</tr>
<tr>
<td align="left">2011</td>
<td align="center">76</td>
<td align="center">712.62</td>
<td align="center">107.18</td>
<td align="center">&#x2212;3576.85</td>
<td align="center">10966.88</td>
<td align="center">1962.31</td>
</tr>
<tr>
<td align="left">2012</td>
<td align="center">76</td>
<td align="center">473.47</td>
<td align="center">93.58</td>
<td align="center">&#x2212;5875.32</td>
<td align="center">18 176.78</td>
<td align="center">2390.57</td>
</tr>
<tr>
<td align="left">2013</td>
<td align="center">76</td>
<td align="center">724.95</td>
<td align="center">21.70</td>
<td align="center">&#x2212;9547.04</td>
<td align="center">37 274.22</td>
<td align="center">4643.46</td>
</tr>
<tr>
<td align="left">2014</td>
<td align="center">83</td>
<td align="center">473.58</td>
<td align="center">47.46</td>
<td align="center">&#x2212;6363.85</td>
<td align="center">21 715.56</td>
<td align="center">2975.04</td>
</tr>
<tr>
<td align="left">2015</td>
<td align="center">84</td>
<td align="center">804.84</td>
<td align="center">68.88</td>
<td align="center">&#x2212;12 050.03</td>
<td align="center">37 899.03</td>
<td align="center">4450.08</td>
</tr>
<tr>
<td align="left">2016</td>
<td align="center">85</td>
<td align="center">741.87</td>
<td align="center">58.68</td>
<td align="center">&#x2212;2972.36</td>
<td align="center">18 873.33</td>
<td align="center">2916.40</td>
</tr>
<tr>
<td align="left">2017</td>
<td align="center">88</td>
<td align="center">890.74</td>
<td align="center">129.92</td>
<td align="center">&#x2212;5622.40</td>
<td align="center">17 048.62</td>
<td align="center">2920.77</td>
</tr>
<tr>
<td align="left">2018</td>
<td align="center">91</td>
<td align="center">867.87</td>
<td align="center">74.44</td>
<td align="center">&#x2212;8022.87</td>
<td align="center">23 314.31</td>
<td align="center">3443.61</td>
</tr>
<tr>
<td align="left">2019</td>
<td align="center">92</td>
<td align="center">656.69</td>
<td align="center">90.71</td>
<td align="center">&#x2212;7803.43</td>
<td align="center">16 669.13</td>
<td align="center">2946.03</td>
</tr>
<tr>
<td align="left">2020</td>
<td align="center">99</td>
<td align="center">&#x2212;890.73</td>
<td align="center">&#x2212;2.34</td>
<td align="center">&#x2212;30 365.60</td>
<td align="center">5790.79</td>
<td align="center">4236.43</td>
</tr>
<tr>
<td align="left">2021</td>
<td align="center">96</td>
<td align="center">1092.46</td>
<td align="center">98.49</td>
<td align="center">&#x2212;15 054.92</td>
<td align="center">21 324.01</td>
<td align="center">4345.29</td>
</tr>
<tr>
<td align="left">2022</td>
<td align="center">96</td>
<td align="center">754.58</td>
<td align="center">141.59</td>
<td align="center">&#x2212;7092.92</td>
<td align="center">16 560.96</td>
<td align="center">2423.05</td>
</tr>
<tr>
<td align="left"><bold>Overall period</bold></td>
<td align="center"><bold>1364</bold></td>
<td align="center"><bold>502.00</bold></td>
<td align="center"><bold>57.38</bold></td>
<td align="center"><bold>&#x2212;30 365.60</bold></td>
<td align="center"><bold>37 899.03</bold></td>
<td align="center"><bold>3216.26</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The overall mean in <xref ref-type="table" rid="T0002">Table 2</xref> is almost nine times higher than the overall median FCF. The annual mean and median values also fluctuated considerably over the research period. The standard deviations and the substantial range confirm considerable variation in this variable. Zimon and Tarighi (<xref ref-type="bibr" rid="CIT0068">2021</xref>) described FCF as a reliable indicator of how well companies have maintained their operating cash flows, especially during crisis periods, while making financially feasible investments. The negative mean value in 2020 could be partly ascribed to the uncertainty and negative financial implications that working capital-intensive firms experienced during the advent of the COVID-19 pandemic. The sizeable negative minimum FCF values that were reported by a telecommunications company were linked to negative NOPAT values coupled with substantive long-term operating capital.</p>
<p><xref ref-type="fig" rid="F0001">Figure 1</xref> displays the annual median ROIC and WACC values. The spread reflects the difference between these values. The declining trend observed for ROIC is linked to decreases in NOPAT and increases in NOC. Variability in the NOPAT and capital requirements of companies translates into additional risk for shareholders, given the uncertainty in projecting future cash flows (Brigham &#x0026; Daves <xref ref-type="bibr" rid="CIT0011">2021</xref>). Several corporate leaders were therefore more conservative with their investment decisions in response to the substantial uncertainty brought about by the COVID-19 pandemic. WACC exhibited less fluctuation than ROIC, as seen in <xref ref-type="fig" rid="F0001">Figure 1</xref>. In 2010, and again from 2017 to 2022, the ROIC was lower than the WACC. This trend resulted in negative spread values, thereby illustrating the negative impact that the global financial crisis and the COVID-19 pandemic had on the sampled companies&#x2019; financial health.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Return on invested capital and weighted average cost of capital per annum.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJEMS-29-6250-g001.tif"/>
</fig>
<p>The NOWC and NOTC were used as proxies for value-based WCM (the independent variable). <xref ref-type="table" rid="T0003">Table 3</xref> reflects the descriptive statistics for NOWC (log values in Rand million), followed by the NOTC in <xref ref-type="table" rid="T0004">Table 4</xref> (number of days). <xref ref-type="table" rid="T0003">Table 3</xref> reveals a substantial increase in the mean and median NOWC values over the duration of the research period. Management should ensure that sufficient investments are made in operating current assets and liabilities to facilitate growth. However, if they fail to efficiently utilise NOWC to earn a return that exceeds WACC, value would be destroyed. The mean NOWC values more than doubled between 2006 and 2010. During the same time, the sampled companies were confronted with increased pressure on their financial health resulting from the global financial crisis. In contrast, a much slower increase in NOWC is observed between 2020 and 2022.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Descriptive statistics for net operating working capital.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Years</th>
<th valign="top" align="center">Valid (<italic>n</italic>)</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">Minimum value</th>
<th valign="top" align="center">Maximum value</th>
<th valign="top" align="center">Standard deviation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">2006</td>
<td align="center">53</td>
<td align="center">903.90</td>
<td align="center">518.31</td>
<td align="center">&#x2212;700.92</td>
<td align="center">5139.90</td>
<td align="center">1115.60</td>
</tr>
<tr>
<td align="left">2007</td>
<td align="center">57</td>
<td align="center">939.56</td>
<td align="center">533.57</td>
<td align="center">&#x2212;778.80</td>
<td align="center">5711.00</td>
<td align="center">1218.02</td>
</tr>
<tr>
<td align="left">2008</td>
<td align="center">66</td>
<td align="center">1432.19</td>
<td align="center">618.35</td>
<td align="center">&#x2212;1585.20</td>
<td align="center">12 993.00</td>
<td align="center">2478.67</td>
</tr>
<tr>
<td align="left">2009</td>
<td align="center">71</td>
<td align="center">1511.84</td>
<td align="center">627.39</td>
<td align="center">&#x2212;743.00</td>
<td align="center">20 743.00</td>
<td align="center">2965.83</td>
</tr>
<tr>
<td align="left">2010</td>
<td align="center">75</td>
<td align="center">1939.90</td>
<td align="center">710.57</td>
<td align="center">&#x2212;4.09</td>
<td align="center">30 970.00</td>
<td align="center">4072.50</td>
</tr>
<tr>
<td align="left">2011</td>
<td align="center">76</td>
<td align="center">1885.88</td>
<td align="center">639.60</td>
<td align="center">&#x2212;14.54</td>
<td align="center">28 687.00</td>
<td align="center">3789.39</td>
</tr>
<tr>
<td align="left">2012</td>
<td align="center">76</td>
<td align="center">2094.30</td>
<td align="center">820.05</td>
<td align="center">&#x2212;614.10</td>
<td align="center">42 987.00</td>
<td align="center">5206.14</td>
</tr>
<tr>
<td align="left">2013</td>
<td align="center">76</td>
<td align="center">2406.04</td>
<td align="center">838.86</td>
<td align="center">&#x2212;293.68</td>
<td align="center">43 079.00</td>
<td align="center">5429.92</td>
</tr>
<tr>
<td align="left">2014</td>
<td align="center">83</td>
<td align="center">2382.55</td>
<td align="center">790.80</td>
<td align="center">&#x2212;43.57</td>
<td align="center">29 899.00</td>
<td align="center">4336.87</td>
</tr>
<tr>
<td align="left">2015</td>
<td align="center">84</td>
<td align="center">2929.33</td>
<td align="center">796.12</td>
<td align="center">&#x2212;21.12</td>
<td align="center">47 716.00</td>
<td align="center">6319.97</td>
</tr>
<tr>
<td align="left">2016</td>
<td align="center">85</td>
<td align="center">3229.73</td>
<td align="center">992.00</td>
<td align="center">&#x2212;118.55</td>
<td align="center">50 062.00</td>
<td align="center">6581.34</td>
</tr>
<tr>
<td align="left">2017</td>
<td align="center">88</td>
<td align="center">3401.21</td>
<td align="center">1346.22</td>
<td align="center">&#x2212;0.83</td>
<td align="center">46 687.00</td>
<td align="center">6478.18</td>
</tr>
<tr>
<td align="left">2018</td>
<td align="center">91</td>
<td align="center">3455.16</td>
<td align="center">1402.61</td>
<td align="center">&#x2212;80.68</td>
<td align="center">32 451.00</td>
<td align="center">5517.85</td>
</tr>
<tr>
<td align="left">2019</td>
<td align="center">92</td>
<td align="center">3307.30</td>
<td align="center">1408.17</td>
<td align="center">&#x2212;4.88</td>
<td align="center">31 287.00</td>
<td align="center">5056.44</td>
</tr>
<tr>
<td align="left">2020</td>
<td align="center">99</td>
<td align="center">3272.18</td>
<td align="center">1683.26</td>
<td align="center">&#x2212;670.00</td>
<td align="center">28 683.00</td>
<td align="center">4903.27</td>
</tr>
<tr>
<td align="left">2021</td>
<td align="center">96</td>
<td align="center">3818.50</td>
<td align="center">1962.90</td>
<td align="center">&#x2212;25.77</td>
<td align="center">29 189.00</td>
<td align="center">5752.33</td>
</tr>
<tr>
<td align="left">2022</td>
<td align="center">96</td>
<td align="center">3827.72</td>
<td align="center">1711.32</td>
<td align="center">&#x2212;35.16</td>
<td align="center">34 646.00</td>
<td align="center">5975.33</td>
</tr>
<tr>
<td colspan="7"><hr/></td>
</tr>
<tr>
<td align="left"><bold>Overall period</bold></td>
<td align="center"><bold>1364</bold></td>
<td align="center"><bold>2660.19</bold></td>
<td align="center"><bold>930.15</bold></td>
<td align="center"><bold>&#x2212;1585.20</bold></td>
<td align="center"><bold>50 062.00</bold></td>
<td align="center"><bold>5062.84</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Descriptive statistics for net operating trade cycle.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Years</th>
<th valign="top" align="center">Valid (<italic>n</italic>)</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">Minimum value</th>
<th valign="top" align="center">Maximum value</th>
<th valign="top" align="center">Standard deviation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">2006</td>
<td align="center">53</td>
<td align="center">109.19</td>
<td align="center">94.48</td>
<td align="center">&#x2212;16.55</td>
<td align="center">471.36</td>
<td align="center">88.99</td>
</tr>
<tr>
<td align="left">2007</td>
<td align="center">57</td>
<td align="center">95.92</td>
<td align="center">83.98</td>
<td align="center">&#x2212;14.71</td>
<td align="center">418.99</td>
<td align="center">76.78</td>
</tr>
<tr>
<td align="left">2008</td>
<td align="center">66</td>
<td align="center">97.74</td>
<td align="center">92.34</td>
<td align="center">&#x2212;177.42</td>
<td align="center">359.13</td>
<td align="center">85.05</td>
</tr>
<tr>
<td align="left">2009</td>
<td align="center">71</td>
<td align="center">101.47</td>
<td align="center">85.80</td>
<td align="center">&#x2212;0.85</td>
<td align="center">479.89</td>
<td align="center">81.55</td>
</tr>
<tr>
<td align="left">2010</td>
<td align="center">75</td>
<td align="center">103.84</td>
<td align="center">93.16</td>
<td align="center">&#x2212;125.46</td>
<td align="center">477.30</td>
<td align="center">90.74</td>
</tr>
<tr>
<td align="left">2011</td>
<td align="center">76</td>
<td align="center">97.60</td>
<td align="center">86.25</td>
<td align="center">&#x2212;332.12</td>
<td align="center">350.56</td>
<td align="center">94.89</td>
</tr>
<tr>
<td align="left">2012</td>
<td align="center">76</td>
<td align="center">89.27</td>
<td align="center">81.00</td>
<td align="center">&#x2212;332.12</td>
<td align="center">393.04</td>
<td align="center">91.55</td>
</tr>
<tr>
<td align="left">2013</td>
<td align="center">76</td>
<td align="center">92.63</td>
<td align="center">80.25</td>
<td align="center">&#x2212;35.63</td>
<td align="center">411.53</td>
<td align="center">74.71</td>
</tr>
<tr>
<td align="left">2014</td>
<td align="center">83</td>
<td align="center">103.26</td>
<td align="center">84.22</td>
<td align="center">&#x2212;37.87</td>
<td align="center">515.59</td>
<td align="center">90.64</td>
</tr>
<tr>
<td align="left">2015</td>
<td align="center">84</td>
<td align="center">104.59</td>
<td align="center">88.78</td>
<td align="center">&#x2212;6.91</td>
<td align="center">515.27</td>
<td align="center">85.29</td>
</tr>
<tr>
<td align="left">2016</td>
<td align="center">85</td>
<td align="center">108.87</td>
<td align="center">89.13</td>
<td align="center">&#x2212;2.12</td>
<td align="center">515.27</td>
<td align="center">87.61</td>
</tr>
<tr>
<td align="left">2017</td>
<td align="center">88</td>
<td align="center">110.40</td>
<td align="center">89.07</td>
<td align="center">&#x2212;11.40</td>
<td align="center">1121.81</td>
<td align="center">126.26</td>
</tr>
<tr>
<td align="left">2018</td>
<td align="center">90</td>
<td align="center">122.88</td>
<td align="center">84.21</td>
<td align="center">&#x2212;0.77</td>
<td align="center">1404.73</td>
<td align="center">194.88</td>
</tr>
<tr>
<td align="left">2019</td>
<td align="center">92</td>
<td align="center">122.82</td>
<td align="center">78.90</td>
<td align="center">&#x2212;9.52</td>
<td align="center">2482.22</td>
<td align="center">260.97</td>
</tr>
<tr>
<td align="left">2020</td>
<td align="center">98</td>
<td align="center">116.71</td>
<td align="center">79.39</td>
<td align="center">&#x2212;15.26</td>
<td align="center">726.93</td>
<td align="center">123.51</td>
</tr>
<tr>
<td align="left">2021</td>
<td align="center">94</td>
<td align="center">155.83</td>
<td align="center">84.60</td>
<td align="center">&#x2212;5.25</td>
<td align="center">5017.69</td>
<td align="center">513.14</td>
</tr>
<tr>
<td align="left">2022</td>
<td align="center">94</td>
<td align="center">173.82</td>
<td align="center">83.27</td>
<td align="center">&#x2212;61.56</td>
<td align="center">5017.69</td>
<td align="center">543.06</td>
</tr>
<tr>
<td colspan="7"><hr/></td>
</tr>
<tr>
<td align="left"><bold>Overall period</bold></td>
<td align="center"><bold>1358</bold></td>
<td align="center"><bold>114.17</bold></td>
<td align="center"><bold>84.38</bold></td>
<td align="center"><bold>&#x2212;332.12</bold></td>
<td align="center"><bold>5017.69</bold></td>
<td align="center"><bold>228.71</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As seen in <xref ref-type="table" rid="T0004">Table 4</xref>, the overall mean NOTC value is about 1 month longer than the overall median NOTC. This noticeable difference, as well as the size of the range point towards substantial outliers. The substantive maximum NOTC values reported in 2021 and 2022 are ascribed to the low revenue reported by a sampled company. Subsequently, fraudulent business activities and a bid to be placed in liquidation came to light (Moneyweb <xref ref-type="bibr" rid="CIT0044">2022</xref>). Pertaining to the control variables (descriptive statistics not tabulated), the sampled companies differed considerably in terms of size. They further funded about a fifth of their total assets with debt.</p>
<sec id="s20009">
<title>Outcomes of the panel regression analysis</title>
<p>The panel regression results for ROIC (dependent variable), NOWC and NOTC are reported in <xref ref-type="table" rid="T0005">Table 5</xref>. A statistically significant negative regression coefficient is reported for NOWC. This significant result shows that the sampled companies with lower NOWC values had higher ROIC values. High NOWC might reflect inefficient WCM given that substantive cash is tied up in operations. The discussed descriptive results furthermore show that NOWC increased gradually over the research period, while ROIC decreased. The sampled companies that managed to curb their investment in NOWC thus benefited in terms of ROIC. PricewaterhouseCoopers (<xref ref-type="bibr" rid="CIT0047">2019</xref>) confirmed that return on investment can be enhanced by releasing cash from working capital. Furthermore, effective WCM entails that sufficient investments are made in operating current assets and that trade payable terms are optimised, which are in turn essential to ensure sustainable value creation (Strischek <xref ref-type="bibr" rid="CIT0057">2001</xref>).</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Linking return on invested capital to working capital management.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Regression coefficient</th>
<th valign="top" align="center">Standard error</th>
<th valign="top" align="center"><italic>t</italic>-value</th>
<th valign="top" align="center">Pr &#x003E; |<italic>t</italic>|</th>
<th valign="top" align="center"><italic>t</italic>-value adjusted for heteroskedasticity<xref ref-type="table-fn" rid="TFN0004">&#x2020;</xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">NOWC</td>
<td align="center">&#x2212;0.33</td>
<td align="center">3.04</td>
<td align="center">&#x2212;6.44<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;4.33<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">NOTC</td>
<td align="center">0.05</td>
<td align="center">&#x003C; 0.00</td>
<td align="center">1.75<xref ref-type="table-fn" rid="TFN0003">&#x002A;</xref></td>
<td align="center">0.08</td>
<td align="center">1.49</td>
</tr>
<tr>
<td align="left">SIZE</td>
<td align="center">0.71</td>
<td align="center">1.07</td>
<td align="center">9.90<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">5.19<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">LEV</td>
<td align="center">&#x2212;0.26</td>
<td align="center">0.03</td>
<td align="center">&#x2212;8.82<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;5.73<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Two way-fixed effects (<italic>F</italic> = 56.67<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref>; Degrees of freedom: 4, 1226); <italic>R</italic>-squared = 0.16.</p></fn>
<fn><p>NOWC, net operating working capital; NOTC, net operating trade cycle; SIZE, Market capitalisation; LEV, leverage.</p></fn>
<fn id="TFN0001"><label>&#x002A;&#x002A;&#x002A;</label><p>, Significant at the 1&#x0025; level;</p></fn>
<fn id="TFN0002"><label>&#x002A;&#x002A;</label><p>, Significant at the 5&#x0025; level;</p></fn>
<fn id="TFN0003"><label>&#x002A;</label><p>, Significant at the 10&#x0025; level.</p></fn>
<fn id="TFN0004"><label>&#x2020;</label><p>, Breusch-Pagan test for heteroskedasticity = 1453.55<xref ref-type="table-fn" rid="TFN0001">&#x002A;&#x002A;&#x002A;</xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Pertaining to the control variables, large sampled companies generated higher ROIC than small companies, in line with the outcome reported by Endri and Fathony (<xref ref-type="bibr" rid="CIT0016">2020</xref>). A statistically significant negative regression coefficient is further reported for leverage. Managers of the sampled companies that avoided excessive debt use thus benefited in terms of ROIC. The regression outcomes for spread are reported next in <xref ref-type="table" rid="T0006">Table 6</xref>.</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Regression results for spread and working capital management.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Regression coefficient</th>
<th valign="top" align="center">Standard error</th>
<th valign="top" align="center"><italic>t</italic>-value</th>
<th valign="top" align="center">Pr &#x003E; |<italic>t</italic>|</th>
<th valign="top" align="center">t-value adjusted for heteroskedasticity<xref ref-type="table-fn" rid="TFN0008">&#x2020;</xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">NOWC</td>
<td align="center">&#x2212;0.34</td>
<td align="center">3.56</td>
<td align="center">&#x2212;6.14<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;4.07<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">NOTC</td>
<td align="center">0.05</td>
<td align="center">&#x003C; 0.00</td>
<td align="center">1.61</td>
<td align="center">0.11</td>
<td align="center">1.59</td>
</tr>
<tr>
<td align="left">SIZE</td>
<td align="center">0.57</td>
<td align="center">1.24</td>
<td align="center">7.30<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">3.94<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">LEV</td>
<td align="center">&#x2212;0.22</td>
<td align="center">0.03</td>
<td align="center">&#x2212;6.97<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;5.26<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Two way-fixed effects (<italic>F</italic> = 36.56<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref>; Degrees of freedom: 4, 1240); <italic>R</italic>-squared = 0.11.</p></fn>
<fn><p>NOWC, net operating working capital; NOTC, net operating trade cycle; SIZE, Market capitalisation; LEV, leverage.</p></fn>
<fn id="TFN0005"><label>&#x002A;&#x002A;&#x002A;</label><p>, Significant at the 1&#x0025; level;</p></fn>
<fn id="TFN0006"><label>&#x002A;&#x002A;</label><p>, Significant at the 5&#x0025; level;</p></fn>
<fn id="TFN0007"><label>&#x002A;</label><p>, Significant at the 10&#x0025; level.</p></fn>
<fn id="TFN0008"><label>&#x2020;</label><p>, Breusch-Pagan test for heteroskedasticity = 2959.96<xref ref-type="table-fn" rid="TFN0005">&#x002A;&#x002A;&#x002A;</xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The statistically significant negative association shown between NOWC and spread in <xref ref-type="table" rid="T0006">Table 6</xref> suggests that the sampled companies with lower NOWC had higher spread values. In terms of WCM, lower NOWC values indicate that companies have either maintained or reduced their investment in operating current assets, while taking advantage of credit terms by delaying repayments to creditors. Lower NOWC was also related to higher ROIC (see <xref ref-type="table" rid="T0005">Table 5</xref>), which by implication contributed to larger spread values.</p>
<p>Large sampled companies and those with low leverage further had high spread values. Theoretically, WACC is expected to initially decrease if more debt financing is used, given that debt is the cheapest source of financing. WACC starts to increase once the minimum value related to the theoretical optimal capital structure is exceeded (Mauboussin &#x0026; Callahan <xref ref-type="bibr" rid="CIT0043">2022</xref>). Corporate leaders hence cautiously monitor debt usage, as too much debt can increase risk levels, thereby constraining their companies&#x2019; ability to generate cash flow in a sustainable manner (Mauboussin &#x0026; Callahan <xref ref-type="bibr" rid="CIT0043">2022</xref>). The results for FCF are reported in <xref ref-type="table" rid="T0007">Table 7</xref>.</p>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Linking free cash flow to working capital management.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">Regression coefficient</th>
<th valign="top" align="center">Standard error</th>
<th valign="top" align="center"><italic>t</italic>-value</th>
<th valign="top" align="center">Pr &#x003E; |<italic>t</italic>|</th>
<th valign="top" align="center"><italic>t</italic>-value adjusted for heteroskedasticity<xref ref-type="table-fn" rid="TFN0012">&#x2020;</xref></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">NOWC</td>
<td align="center">0.71</td>
<td align="center">540.20</td>
<td align="center">10.87<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">6.91<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">NOTC</td>
<td align="center">&#x2212;0.12</td>
<td align="center">0.68</td>
<td align="center">&#x2212;3.36<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;1.92<xref ref-type="table-fn" rid="TFN0011">&#x002A;</xref></td>
</tr>
<tr>
<td align="left">SIZE</td>
<td align="center">&#x2212;0.37</td>
<td align="center">187.96</td>
<td align="center">&#x2212;3.98<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;3.65<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td align="left">LEV</td>
<td align="center">&#x2212;0.22</td>
<td align="center">4.51</td>
<td align="center">&#x2212;5.90<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
<td align="center">0.00</td>
<td align="center">&#x2212;4.24<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Note: Two way-fixed effects (<italic>F</italic> = 35.96<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref>; Degrees of freedom: 4, 1240); <italic>R</italic>-squared = 0.10.</p></fn>
<fn><p>NOWC, net operating working capital; NOTC, net operating trade cycle; SIZE, Market capitalisation; LEV, leverage.</p></fn>
<fn id="TFN0009"><label>&#x002A;&#x002A;&#x002A;</label><p>, Significant at the 1&#x0025; level;</p></fn>
<fn id="TFN0010"><label>&#x002A;&#x002A;</label><p>, Significant at the 5&#x0025; level;</p></fn>
<fn id="TFN0011"><label>&#x002A;</label><p>, Significant at the 10&#x0025; level.</p></fn>
<fn id="TFN0012"><label>&#x2020;</label><p>, Breusch-Pagan test for heteroskedasticity = 1987.59<xref ref-type="table-fn" rid="TFN0009">&#x002A;&#x002A;&#x002A;</xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The sampled companies with large investments in NOWC generated higher FCF, compared to those with lower NOWC. It is important to note that NOPAT and the net change in long-term operating capital should also be considered, as these values could considerably impact FCF (Griffith &#x0026; Carroll <xref ref-type="bibr" rid="CIT0021">2011</xref>; Martin et al. <xref ref-type="bibr" rid="CIT0041">2009</xref>). Enhanced operational efficiency might have facilitated investments in financially feasible projects. In turn, NOPAT would increase, and by implication FCF would be positively impacted.</p>
<p>The statistically significant negative regression coefficient for NOTC (at the 10&#x0025; level) in <xref ref-type="table" rid="T0007">Table 7</xref> indicates that the sampled companies with shorter NOTCs had higher FCF values. A shorter NOTC points to more efficient WCM. The results thus show that enhanced WCM efficiency had positive FCF implications for the sampled companies during a 17-year period, including two crisis periods. Since the advent of the COVID-19 pandemic and the increased emphasis on sustainable value creation, managers place renewed focus on FCF (Zimon &#x0026; Tarighi <xref ref-type="bibr" rid="CIT0068">2021</xref>).</p>
<p>As shown in <xref ref-type="table" rid="T0007">Table 7</xref>, smaller sampled companies generated higher amounts of FCF. This result might be partly explained by smaller companies having fewer financially feasible projects to invest in. Their FCF might hence be higher compared to their larger counterparts with more financially feasible projects because of the related lower investment in operating capital required by smaller companies. Furthermore, the sampled companies that utilised less debt reported larger FCF. As companies can use FCF to reduce debt, companies with higher FCFs might have lower leverage (Yeo <xref ref-type="bibr" rid="CIT0066">2018</xref>). Based on the reported results, the null hypothesis was hence rejected. Working capital management practices evidently impacted the value-based performance outcomes of the sampled companies.</p>
<p>Effective WCM is of particular importance during crisis periods (Shen et al. <xref ref-type="bibr" rid="CIT0052">2020</xref>). The COVID-19 pandemic considerably impacted the optimal levels of current assets and current liabilities of companies operating in various industries (Alareeni &#x0026; Hamdan 2022; Shen et al. <xref ref-type="bibr" rid="CIT0052">2020</xref>). In turn, companies&#x2019; CCCs typically increase during crisis periods (Zimon &#x0026; Tarighi <xref ref-type="bibr" rid="CIT0068">2021</xref>). Zimon and Tarighi (<xref ref-type="bibr" rid="CIT0068">2021</xref>) further found that companies tend to keep more inventory and allow more lenient credit terms during crisis periods. Corporate managers should hence cautiously balance capital being tied up in working capital sources and being able to withstand crisis periods, thereby contributing to sustainable value creation that could have positive implications for a range of stakeholders.</p>
<p>Separate analyses were conducted for the three largest industries, namely Consumer Staples, Consumer Discretionary and Industrials (non-tabulated). For the ROIC analysis, these industries had statistically significant negative regression coefficients for NOWC, in line with the results observed for the full sample. The Consumer Discretionary industry further yielded similar results to the full sample for NOTC. In contrast, a negative but statistically non-significant relationship was noted between NOTC and ROIC for the Consumer Staples and Industrials sub-samples.</p>
<p>The industry analyses further revealed statistically significant negative regression coefficients for NOWC and spread, similar to the results reported for the full sample. The Consumer Discretionary sub-sample reflected a statistically significant positive regression coefficient for NOTC. The results for Consumer Staples and Industrials did not reflect statistically significant regression coefficients for NOTC.</p>
<p>The outcomes for the industry-specific regression analyses, including FCF and NOWC, were similar than those reported for the full sample. The industry-specific results for NOTC further reflected statistically significant negative regression coefficients for Consumer Staples and Consumer Discretionary. This negative association could indicate that shorter NOTCs resulted in higher FCF values, in line with the results reported for the full sample.</p>
</sec>
</sec>
<sec id="s0010">
<title>Conclusion</title>
<p>If corporate leaders manage working capital more efficiently, the resulting excess capital could be invested in financially feasible projects (Zimon &#x0026; Tarighi <xref ref-type="bibr" rid="CIT0068">2021</xref>). Value-based management outlines that such projects can contribute to creating value over the long term in a sustainable manner. Yet prior researchers largely focused on the linkages between WCM and accounting-based financial performance metrics. They favoured the CCC and NTC metrics that are exposed to several weaknesses. To address the identified knowledge gap, the link between WCM and financial performance was investigated from a value-based perspective in the South African emerging market context over a 17-year period that included two crisis periods. Prior scholars noted that effective WCM is of particular importance during crisis periods.</p>
<p>The sample comprised 122 JSE-listed companies operating in diverse industries between 2006 and 2022. The ROIC and spread metrics were used to account for the allocation of operating current assets towards financially feasible investments and earning returns in excess of WACC. In turn, FCF reflected the cash flows that are relevant for capital providers. NOWC was utilised to account for WCM efficiency. The NOTC was further incorporated as a value-based alternative for the commonly used accounting-based CCC.</p>
<p>The panel regression results revealed statistically significant negative regression coefficients for NOWC for both ROIC and spread. The sampled companies with smaller NOWC values hence had higher value-based returns. Such companies were arguably more successful in directing scarce resources towards financially feasible projects. Their WCM strategies hence enhanced their value-based financial performance during the research period.</p>
<p>A statistically significant positive regression coefficient was further observed for NOWC, with FCF as the dependent variable. Enhanced operational efficiency might have contributed to facilitating investments in financially feasible projects at the sampled companies. In contrast, a statistically significant negative link was noted between NOTC and FCF. Shorter NOTCs likewise pointed to more efficient management of NOWC. Effective WCM thus had positive FCF implications for the sampled companies.</p>
<sec id="s20011">
<title>Recommendations</title>
<p>Based on the reported outcomes, it is recommended that corporate leaders should give more attention to the selection of a suitable WCM strategy. They should ensure that the selected strategy is sufficiently aligned with their company&#x2019;s goals. The allocation of operating current assets and current liabilities should thus be regularly reviewed. Investors are further encouraged to increase their use of value-based metrics when evaluating investments. They should hold corporate leaders accountable by asking questions pertaining to questionable WCM practices.</p>
</sec>
<sec id="s20012">
<title>Limitations and suggestions for future research</title>
<p>Pertaining to the study&#x2019;s limitations, the reported results are not generalisable to all JSE-listed companies, as Basic Materials and Financials were excluded from the sample. Future scholars can thus explore the WCM strategies of companies operating in these industries. Case studies can further be conducted to account for the impact of crisis periods on WCM strategies. Future researchers could also conduct semi-structured interviews with corporate leaders to explore their views on WCM best practices and potential pitfalls in emerging and developed markets. Interviewees could also be requested to explain how they perceive the linkages between VBM and WCM. The qualitative outcomes can then be compared with the reported quantitative results.</p>
</sec>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>This article is partially based on Liam R. Johnson&#x2019;s thesis entitled &#x2018;Accounting- and value-based perspectives on the linkages between working capital management and financial performance&#x2019; towards the degree of MCom in the Department of Business Management, Stellenbosch University, South Africa, in December 2024, with supervisors Pierre D. Erasmus and Nadia Mans-Kemp. It can be found here: <ext-link ext-link-type="uri" xlink:href="https://scholar.sun.ac.za/bitstreams/ed76cc47-f085-4516-b62b-109afec01a44/download">https://scholar.sun.ac.za/bitstreams/ed76cc47-f085-4516-b62b-109afec01a44/download</ext-link>.</p>
<sec id="s20013" 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 article.</p>
</sec>
<sec id="s20014">
<title>CRediT authorship contribution</title>
<p>Liam R. Johnson: Conceptualisation, Formal analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. Nadia Mans-Kemp: Conceptualisation, Supervision, Writing &#x2013; review &#x0026; editing. Pierre D. Erasmus: Conceptualisation, Supervision, Writing &#x2013; review &#x0026; editing. All authors reviewed the article, contributed to the discussion of results, approved the final version for submission and publication, and take responsibility for the integrity of its findings.</p>
</sec>
<sec id="s20015" sec-type="data-availability">
<title>Data availability</title>
<p>The data that support the findings of this study are available from Bloomberg at <ext-link ext-link-type="uri" xlink:href="https://data.bloomberg.com/">https://data.bloomberg.com/</ext-link>.</p>
</sec>
<sec id="s20016">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and are the product of professional research. They do not necessarily reflect the official policy or position of any affiliated institution, funder, agency or that of the publisher. The authors are responsible for this article&#x2019;s results, findings, and content.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Johnson, L.R., Mans-Kemp, N. &#x0026; Erasmus, P.D., 2026, &#x2018;Linking working capital management to value-based financial performance&#x2019;, <italic>South African Journal of Economic and Management Sciences</italic> 29(1), a6250. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajems.v29i1.6250">https://doi.org/10.4102/sajems.v29i1.6250</ext-link></p></fn>
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