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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">JTSCM</journal-id>
<journal-title-group>
<journal-title>Journal of Transport and Supply Chain Management</journal-title>
</journal-title-group>
<issn pub-type="ppub">2310-8789</issn>
<issn pub-type="epub">1995-5235</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">JTSCM-14-458</article-id>
<article-id pub-id-type="doi">10.4102/jtscm.v14i0.458</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Skills frameworks: A focus on supply chains</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3678-2986</contrib-id>
<name>
<surname>Mageto</surname>
<given-names>Joash</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/0000-0003-1915-6956</contrib-id>
<name>
<surname>Luke</surname>
<given-names>Rose</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Transport and Supply Chain Management, University of Johannesburg, Johannesburg, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Joash Mageto, <email xlink:href="jnmageto@gmail.com">jnmageto@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>13</day><month>01</month><year>2020</year></pub-date>
<pub-date pub-type="collection"><year>2020</year></pub-date>
<volume>14</volume>
<elocation-id>458</elocation-id>
<history>
<date date-type="received"><day>13</day><month>05</month><year>2019</year></date>
<date date-type="accepted"><day>17</day><month>08</month><year>2019</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2020. The Authors</copyright-statement>
<copyright-year>2020</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>Background</title>
<p>Supply chain management (SCM) has grown considerably, owing largely to globalisation, advancements in technology and its pivotal role in meeting the dynamic needs of customers. As supply chains (SCs) expand, complexity also increases, as does the associated demand for well-skilled SC professionals. To achieve the expected SCM skills in organisations, a skills framework is likely to guide managers and practitioners. Unfortunately, research on SCM skills frameworks is fragmented, providing little or no guidance to practitioners.</p>
</sec>
<sec id="st2">
<title>Objectives</title>
<p>The purpose of this study was to document the SC skills described in the literature, identify existing frameworks and propose a framework to guide practitioners and academics.</p>
</sec>
<sec id="st3">
<title>Method</title>
<p>A systematic literature review design was followed. The data obtained were analysed using content analysis.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>About 270 SCM skills were identified. The skills were grouped using many SC skills frameworks, including business logistics management, T-shaped, expertise level, SCM skills and hard and soft skills. The proposed skills framework included skills related to business, logistics, management, and ethics and environment. Emerging skills such as the application of blockchain technology, big data and SC sustainability have been included in the framework.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>The proposed framework provides a guide to SC managers about which skills groups to focus on and advises a contingency-based approach to identify the relevant skills per group in line with organisational requirements.</p>
</sec>
</abstract>
<kwd-group>
<kwd>supply chain management skills</kwd>
<kwd>systematic review</kwd>
<kwd>skills frameworks</kwd>
<kwd>content analysis</kwd>
<kwd>Atlas.ti 8</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Business enterprises have witnessed considerable growth in the value and importance of logistics and supply chain management (SCM) since the 1990s (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0019">2007</xref>). Supply chain management growth can largely be attributed to globalisation, use of advanced technologies, increased e-commerce and the dynamic nature of customer expectations (Kotzab et al. <xref ref-type="bibr" rid="CIT0001">2018</xref>). The continued growth of SCM across the world has resulted in enterprises managing large and sometimes complex global supply chain (SC) operations. As SCs expand to new areas within a country or across the world, complexity increases because of turbulent and competitive business environments, the need to balance cost efficiencies and customer service levels, as well as managing relationships with suppliers and customers (Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). This complexity demands that employees managing SC operations should be highly skilled. Past research (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>; Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>) has determined a variety of SCM skills required to adequately perform SC functions. There is a long list of SC skills in the literature, which include core logistics and SC, general management and information technology (IT)-related skills (Mangan &#x0026; Christopher <xref ref-type="bibr" rid="CIT0016">2005</xref>; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0016">1991</xref>; Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>). However, there is little consensus among researchers regarding SCM skills and their groupings hitherto (Tatham et al. <xref ref-type="bibr" rid="CIT0012">2017</xref>). For instance, some researchers have categorised the skills into three areas (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>), four (Rahman &#x0026; Qing <xref ref-type="bibr" rid="CIT0022">2014</xref>), five (Sinha, Millhiser &#x0026; He <xref ref-type="bibr" rid="CIT0010">2016</xref>) and six (Heyns &#x0026; Luke <xref ref-type="bibr" rid="CIT0009">2012</xref>) areas. As such, the existing literature on the SC skills framework is highly fragmented in terms of defining skills frameworks, for example, business logistics management (BLM) by Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>), T-shaped skills grouping by Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>) and Heyns and Luke&#x2019;s (<xref ref-type="bibr" rid="CIT0009">2012</xref>) framework. The number of skills and actual skills included in each framework also varies from one framework to another. Although subsequent frameworks have included emerging skills in SCM (Tatham et al. <xref ref-type="bibr" rid="CIT0027">2017</xref>; Thai &#x0026; Yeo <xref ref-type="bibr" rid="CIT0030">2015</xref>), an update is required given the dynamism of developments within the SCM field. The numerous SCM skills frameworks in the literature (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0016">1991</xref>; Trautrims, Defee &#x0026; Farris <xref ref-type="bibr" rid="CIT0033">2016</xref>; Wu et al. <xref ref-type="bibr" rid="CIT0008">2013</xref>) have not provided guidance to emerging academics and practitioners as to which framework is more appropriate for classifying SCM skills.</p>
<p>Therefore, the problem can be defined as the fact that literature identifies many skills that are potentially required for effective SCM and furthermore describes a number of grouping frameworks, thereby creating confusion among practitioners and academics in terms of which skills and skills groups are most important when determining the skills required to ensure effective SCs. This calls for the harmonisation of SCM skills and their grouping into skill sets. Thus, this study aims to (1) identify and list as many as possible SCM skills from literature, (2) establish the existing SCM skills grouping frameworks in the literature and (3) propose a comprehensive SCM skills grouping framework for managers. The proposed SCM skills grouping framework sets the foundation for aligning and upgrading SCM skill sets.</p>
</sec>
<sec id="s0002">
<title>Supply chain management skills</title>
<p>Supply chain management skills refer to competencies required for managing complex logistics operations and relationships (Mangan &#x0026; Christopher <xref ref-type="bibr" rid="CIT0016">2005</xref>; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0019">2007</xref>). Supply chain skills research has provided a large list of SCM skills, including SCM technical skills, business administration skills such as marketing, finance and human resource management, behavioural skills such as interpersonal skills, and management skills that are related to planning, organisation and control (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>, <xref ref-type="bibr" rid="CIT0019">2007</xref>).</p>
<p>Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>) presented a large list of 83 skills dominated by business- and management-related skills and only 18 logistics-specific skills. They argued that logistics skills required for senior managers are expected to enable them to coordinate cross-functional activities, as logistics impact other functions. Based on Murphy and Poist&#x2019;s (<xref ref-type="bibr" rid="CIT0017">1991</xref>) list, Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>) revised the skills from 83 to 68; however, the conclusions from his study validated the original study. The overall observation was that senior-level managers are required to be well equipped with management skills, although they also need to be well grounded in logistics knowledge areas to enter the field. According to Murphy and Poist (<xref ref-type="bibr" rid="CIT0018">2006</xref>, <xref ref-type="bibr" rid="CIT0019">2007</xref>), future skills should have a supplier relationship management orientation and a focus on customer relationship management, which is also argued by Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>).</p>
<p>Onar et al. (<xref ref-type="bibr" rid="CIT0020">2013</xref>) examined graduate programmes delivered in 15 universities within Europe and identified 31 skills that are required by SC managers. They concluded that SC professionals should possess a variety of skills with an emphasis on hard SCM skills and less on soft skills. However, a work environment requires senior managers to be well equipped with soft skills to manage cross-functional operations for internal and external collaborations. For instance, Poist, Scheraga and Semeijn&#x2019;s (<xref ref-type="bibr" rid="CIT0021">2001</xref>) study in Europe and the United States (US) concluded that an effective SCM professional should possess adequate general management skills, especially those related to communication, in addition to logistics functional skills. In a Singaporean and Malaysian study, Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>) identified 17 skills for logisticians and concluded that future SC managers must be multiskilled, as later confirmed by Onar et al. (<xref ref-type="bibr" rid="CIT0020">2013</xref>). Similarly, Keller and Ozment (<xref ref-type="bibr" rid="CIT0011">2009</xref>) identified 17 skills that SC professionals at a managerial level should possess. However, they observed that skills related to general management, such as decision-making and problem-solving, were the dominant requirements, as also found by Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>).</p>
<p>Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>) argued that SCM managers require not only in-depth knowledge and skills in SCM but also skills and competencies to enable them to perform cross-functional operations. They identified analytical, interpersonal, leadership and change management as some of the skills for SCM managers. They further argued that SCM managers should have adequate knowledge of multimodal logistics, security and international trade, as also highlighted by Poist et al. (<xref ref-type="bibr" rid="CIT0020">2001</xref>), as well as the ability to think in terms of processes and flows. In agreement with Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>), Wu (<xref ref-type="bibr" rid="CIT0035">2006</xref>) observed that SC managers should possess good communication skills, knowledge of finance, market analysis and IT, in addition to SCM industry-specific skills, such as maritime logistics. Heyns and Luke (<xref ref-type="bibr" rid="CIT0009">2012</xref>) identified 38 skills, including customer service, teamwork, business ethics and core logistics skills, and environmental awareness. Cronj&#x00E9; (<xref ref-type="bibr" rid="CIT0005">2015</xref>) also identified 25 functional and general management skills required by effective SC managers. He concluded that a balance between functional and technical SC skills categories is desirable.</p>
<p>It is observed that the studies examined hitherto reveal a wide and diverse range of SCM skills as illustrated in <xref ref-type="table" rid="T0001">Table 1</xref>. Management-related skills, especially soft skills, have been put forward by many authors (Abreu &#x0026; Alc&#x00E2;ntara <xref ref-type="bibr" rid="CIT0001">2015</xref>; Dubey &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0007">2015</xref>; Jordan &#x0026; Bak <xref ref-type="bibr" rid="CIT0010">2016</xref>; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0019">2007</xref>; Tatham et al. <xref ref-type="bibr" rid="CIT0027">2017</xref>) as essential in equipping SCM managers to perform their roles effectively and efficiently. Hard skills refer to SCM technical competencies that assist managers to perform their duties, while soft skills are those related to human interaction and behaviour (Dubey &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0007">2015</xref>). Many other skills include those related to business administration and logistics. Therefore, there is a need to conduct an inventory of as many SCM skills as possible from the literature as the first step towards the standardisation and classification of skill names. A relatively comprehensive list of 270 logistics and SCM skills from the reviewed literature is presented in the Appendix 1 (see <xref ref-type="fig" rid="F0009">Figure 1-A1</xref>). Extant SC skills literature has also presented many skills groups with little or no consensus regarding the groups and skills in each group. In an attempt by this study to develop an SCM skills framework, the following methodology was followed.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Supply chain management skills list.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Skills group</th>
<th valign="top" align="left">Skills</th>
<th valign="top" align="center">Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>)</th>
<th valign="top" align="center">Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>)</th>
<th valign="top" align="center">Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>)</th>
<th valign="top" align="center">Heyns and Luke (<xref ref-type="bibr" rid="CIT0009">2012</xref>)</th>
<th valign="top" align="center">Wu et al. (<xref ref-type="bibr" rid="CIT0023">2013</xref>)</th>
<th valign="top" align="center">Cronj&#x00E9; (<xref ref-type="bibr" rid="CIT0005">2015</xref>)</th>
<th valign="top" align="center">Thai and Yeo (<xref ref-type="bibr" rid="CIT0030">2015</xref>)</th>
<th valign="top" align="center">Sinha et al. (<xref ref-type="bibr" rid="CIT0026">2016</xref>)</th>
<th valign="top" align="center">Tatham et al. (<xref ref-type="bibr" rid="CIT0027">2017</xref>)</th>
<th valign="top" align="center">Rajakurana et al. (<xref ref-type="bibr" rid="CIT0023">2017</xref>)</th>
<th valign="top" align="center">Kotzab et al. (<xref ref-type="bibr" rid="CIT0012">2018</xref>)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Hard SCM skills</td>
<td align="left">Cost control</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Financial management</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center"/>
</tr>
<tr>
<td align="left">Planning</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Risk management</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Human resource management</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Analysing statistical data</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Information system management</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Modelling of operations systems</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Understanding economic principles</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Business regulations</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Marketing</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">International business regulations</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Contract management</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Traffic/transport management</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Understanding logistics terminology</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center"/>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Inventory control</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Planning the location of facilities</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Product demand forecasting</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center"/>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Purchasing/procurement</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center"/>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Warehousing</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center"/>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">International logistics</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center"/>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Reverse logistics</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Packaging</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Problem-solving ability</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Controlling</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Quantitative methods</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Soft SCM skills</td>
<td align="left">Managing client relationships</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Business ethics</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Customer service</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Communication</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center"/>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Negotiation</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Time management</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">People management</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Ability to organise</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Change management</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Leadership</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
<td align="center">&#x2713;</td>
</tr>
<tr>
<td align="left">Teamwork</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2713;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Abreu, A. &#x0026; Alc&#x00E2;ntara, R.L.C., 2015, &#x2018;Supply chain managers: Professional profile and the role in the cross-functional integration of supply chain management&#x2019;, <italic>Independent Journal of Management &#x0026; Production</italic> 6(1), viewed from <ext-link ext-link-type="uri" xlink:href="http://www.ijmp.jor.br/index.php/ijmp/article/view/246">http://www.ijmp.jor.br/index.php/ijmp/article/view/246</ext-link>; Dubey, R. &#x0026; Gunasekaran, A., 2015, &#x2018;Shortage of sustainable supply chain talent: An industrial training framework&#x2019;, <italic>Industrial and Commercial Training</italic> 47(2), 86&#x2013;94, viewed from <ext-link ext-link-type="uri" xlink:href="http://www.emeraldinsight.com/doi/10.1108/ICT-08-2014-0052">http://www.emeraldinsight.com/doi/10.1108/ICT-08-2014-0052</ext-link>.</p>
<p>SCM, supply chain management.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s0003">
<title>Methodology</title>
<p>The purpose of this study was to identify and list as many SCM skills as possible from the literature, establish existing SCM skills frameworks from previous research and propose a comprehensive SCM skills grouping framework to guide managers. To meet this purpose, a systematic literature review (SLR) method was used to probe academic articles on SCM skills frameworks. The SLR method provides a transparent guide for searching and assessing (Tian et al. <xref ref-type="bibr" rid="CIT0032">2018</xref>) relevant research in SCM skills framework.</p>
<p>The articles selected for this study were searched for in both aggregator and publisher databases to provide a comprehensive list regarding SCM skills framework research. The specific databases searched were Science Direct, Emerald, EBSCOhost, IEEE Xplore, Proquest, Springer, Taylor &#x0026; Francis, Wiley Online, Scopus and JSTOR. These databases have been used by SCM researchers in the past who have argued that they provided a most comprehensive list of peer-reviewed articles for an SLR methodology (Lima-Junior &#x0026; Carpinetti <xref ref-type="bibr" rid="CIT0014">2017</xref>). As also claimed by Lima-Junior and Carpinnetti, peer-reviewed articles provided the most reliable materials explaining the concepts under investigation. The keywords used in the search were &#x2018;SCM skills&#x2019;, &#x2018;logistics skills&#x2019;, &#x2018;framework&#x2019;, and &#x2018;skills requirements&#x2019;. Peer-reviewed articles from the 1990s to the present were selected for review. This is the period when the SCM research, as well as logistics and SCM as a discipline, has witnessed the highest levels of growth (Langley &#x0026; Infosys 2019; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0019">2007</xref>). The articles were selected from various categories, such as business, management, operations and management science. The selection process entailed first reading the abstract to determine the relevance of the article in relation to the research purpose. Thereafter, the article was included in the list if it was found to be relevant. Full-text searches of the selected articles were conducted, downloaded and reviewed in line with the research objectives. The research process followed in this study is illustrated in <xref ref-type="table" rid="T0002">Table 2</xref>.</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Research process.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Steps</th>
<th valign="top" align="left">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Step 1</td>
<td align="left">Research objectives</td>
</tr>
<tr>
<td align="left">Formulating research objectives</td>
<td align="left">1. To identify SCM skills list in literature</td>
</tr>
<tr>
<td align="left">2. To establish SCM skills grouping frameworks in literature</td>
</tr>
<tr>
<td align="left">3. To propose an SCM skills list and grouping framework for Africa</td>
</tr>
<tr>
<td align="left">Step 2</td>
<td align="left">Literature databases</td>
</tr>
<tr>
<td align="left">Locating, selecting and reviewing articles</td>
<td align="left">Science Direct, Emerald, EBSCOhost, IEEE Xplore, Proquest, Springer, Taylor and Francis, Wiley Online, Scopus and JSTOR.<break/><break/>Search period<break/><break/>1990 to date: Period in which growth in logistics and SCM has been witnessed globally (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0019">2007</xref>)<break/><break/>Inclusion criteria<break/><break/>SCM skills, logistics management skills including skills frameworks and development<break/><break/>Exclusion criteria<break/><break/>Any logistics SCM skills development or frameworks outside business management, operations or management science<break/><break/>Search strings<break/><break/>&#x2018;supply chain management skills&#x2019;<break/><break/>&#x2018;supply chain management skills&#x2019; + &#x2018;framework&#x2019;<break/><break/>&#x2018;supply chain management skills&#x2019; + &#x2018;requirements&#x2019;<break/><break/>&#x2018;logistics management skills&#x2019;<break/><break/>&#x2018;logistics management skills&#x2019; + &#x2018;framework&#x2019;<break/><break/>&#x2018;logistics management skills&#x2019; + &#x2018;requirements&#x2019;</td>
</tr>
<tr>
<td align="left">Step 3</td>
<td align="left">Method of analysis</td>
</tr>
<tr>
<td align="left">Analysis</td>
<td align="left">Descriptive and content analysis</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Bastas, A. &#x0026; Liyanage, K., 2018, &#x2018;Sustainable supply chain quality management: A systematic review&#x2019;, <italic>Journal of Cleaner Production</italic> 181, 726&#x2013;744. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jclepro.2018.01.110">https://doi.org/10.1016/j.jclepro.2018.01.110</ext-link>.</p>
<p>SCM, supply chain management.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The search from the identified aggregator and publisher databases resulted in 265 articles. The selection of the final articles to be included in this study involved identification of the articles from the databases (265), screening by article title (217), reviewing abstracts to select eligible articles (41) and full-text review to finally select the articles to be included (31) in the analysis, as illustrated in <xref ref-type="fig" rid="F0001">Figure 1</xref>. It is noted that the SLR process was iterative in nature whereby articles were evaluated repeatedly before finally being included. The majority of the articles from the initial selection were excluded at the abstract evaluation step. In addition, diagonal reading was done whenever the abstract review did not provide enough information. This helped to ensure that only papers that contributed towards answering the main research question were included.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>An overview of the article selection process.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g001.tif"/>
</fig>
<p>The qualitative data collected from the 31 selected articles were reviewed using frequencies and thematic synthesis. Frequencies analyses involved distribution of the number of articles per year of publication, methodology used, per journal, per university or institution of affiliation, per author, industry, research designs, and data analysis. The results were presented in tables and charts. Thematic analysis is used to integrate findings from multiple articles when conducting SLR (Thomas &#x0026; Harden <xref ref-type="bibr" rid="CIT0031">2008</xref>). It involved reading the selected full-text articles, generating codes and coding each of the articles regarding SCM skills using computer aided qualitative data analysis software known as Atlas.ti 8. Atlas.ti is a qualitative data analysis software that assists to analyse qualitative data. It was selected owing to its capability to allow a researcher to upload full-text documents, creating and managing codes based on content analysis, grouping the codes and finding relationships between the codes. Atlas.ti 8 also provided a user-friendly graphical interphace. The codes were examined to confirm that consistency was observed and, where necessary, additional coding was performed. The coding process resulted in 14 initial codes. Similarities and differences between the codes were examined to allow for grouping of the codes. The grouping of SCM skills resulted in six themes. The identified themes related to management, business, logistics IT, quantitative analysis, logistics and behavioural skills. The findings are presented in the next section.</p>
<sec id="s20004">
<title>Ethical considerations</title>
<p>This article followed all ethical standards for research without direct contact with human or animal subjects.</p>
</sec>
</sec>
<sec id="s0005">
<title>Findings</title>
<p>A total of 31 full-text articles published between 1990 and 2018 (<xref ref-type="fig" rid="F0002">Figure 2</xref>) were included in the analysis. <xref ref-type="fig" rid="F0002">Figure 2</xref> reveals that 24 out of 31 articles (77%) reviewed were published between 2010 and 2018, revealing higher growth in SC skills research in the latter part of the period.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Number of articles reviewed and years of publication.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g002.tif"/>
</fig>
<p>The distribution of studies by research country (<xref ref-type="fig" rid="F0003">Figure 3</xref>) reveals that many of the studies reviewed were conducted in the US (six articles) followed by Australia (four articles) and Europe (three articles). The least represented countries with one article each included Brazil, South Africa, Zimbabwe and Finland. The distribution also revealed that multiple country studies revealing SC skills research collaborations were within Europe, Europe and US, Singapore and Malaysia as well as Singapore and South Korea. This indicates that the studies provide varied findings from both single country and multiple country studies. It also reveals that a lot more research has been done into SC skills in developed than developing countries, which represents a considerable gap in the literature. The distributions also reveal that the studies represent all five continents, giving a global perspective of SCM skills research.</p>
<fig id="F0003">
<label>FIGURE 3</label>
<caption><p>Distribution of the number of reviewed articles by research context.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g003.tif"/>
</fig>
<p>The distribution of the studies in terms of the main research methodology applied is illustrated in <xref ref-type="fig" rid="F0004">Figure 4</xref>. The most popular method was survey research, accounting for slightly more than 35% of the studies. It is followed by mixed methods and content analysis at just below 20%. The review method was applied in about 16% of the reviewed articles. The conceptual research method was the least applied among the reviewed studies.</p>
<fig id="F0004">
<label>FIGURE 4</label>
<caption><p>Research methodology and percentage of articles.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g004.tif"/>
</fig>
<p>A distribution of the economic sectors where the studies&#x2019; findings were applied are illustrated in <xref ref-type="fig" rid="F0005">Figure 5</xref>. Less than half of the studies reviewed were conducted in education, the logistics industry and manufacturing. However, 65.6% of the studies did not reveal the economic sectors studied. The large omission of the economic sectors studied in published research papers also represents a gap in the research and could be perceived as a disservice to practitioners, academics as well as general readers as different contexts may require different SCM skills.</p>
<fig id="F0005">
<label>FIGURE 5</label>
<caption><p>Percentage distribution of the studies by industry or sector.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g005.tif"/>
</fig>
<p>A total of 79 active authors, including co-authors, contributed to the 31 reviewed articles. The six most active authors and their corresponding number of articles are shown in <xref ref-type="table" rid="T0003">Table 3</xref>. All other authors contributed one article each.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Most active authors.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Author</th>
<th valign="top" align="center">Number of articles</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Richard Poist</td>
<td align="center">4</td>
</tr>
<tr>
<td align="left">Paul Murphy</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Vihn Thai</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Yeh-Chun Jim Wu</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Rameshwar Dubey</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Vinh Thai</td>
<td align="center">2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The distribution of the data analysis techniques was investigated per article reviewed. Only two articles applied three methods to analyse data. Ten articles applied two data analysis techniques, while the rest applied one analysis method each. The number of times an analysis technique was applied including where it is used with other methods was tallied, and the results are presented in <xref ref-type="fig" rid="F0006">Figure 6</xref>. The most common analysis techniques included content analysis and descriptive statistics. This could imply that high-level statistical analysis is not widely performed among the reviewed papers.</p>
<fig id="F0006">
<label>FIGURE 6</label>
<caption><p>Data analysis techniques.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g006.tif"/>
</fig>
<p>A list of authors&#x2019; affiliations is presented in <xref ref-type="table" rid="T0004">Table 4</xref>. Author(s) from Iowa State University authored four articles, followed by those from John Carroll University who authored three, while the majority of the researchers had authored a single article, with the University of Johannesburg and North-West University being the only affiliations from Africa. This could imply that, although there were indications of country collaborations, cross-country collaborations among authors is limited, especially in African institutions. In addition, the articles reviewed were published in a total of 17 peer-reviewed journals as illustrated in <xref ref-type="table" rid="T0005">Table 5</xref>.</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Authors&#x2019; affiliation institutions.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">University</th>
<th valign="top" align="center">Number of papers</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Iowa State University</td>
<td align="center">4</td>
</tr>
<tr>
<td align="left">John Carroll University</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Cranfield University</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Nanyang Technological University</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">RMIT University</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Symbiosis International University</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">University of Massachusetts Dartmouth</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Baruch College</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Brunel University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">California State Polytechnic University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Dalian Maritime University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Deloitte Consulting LLP</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Fairfield University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Federal University of S&#x00E3;o Carlos</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">FOM University of Applied Sciences</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Griffith University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Hanken School of Economics</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Hochschule Fulda University of Applied Sciences</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Hull University Business School</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Istanbul Technical University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Izmir Institute of Technology</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Leeds University Business School</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">National Chiao Tung University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">National Chung Hsing University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">National Kaohsiung First University of Science and Technology</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">National Sun Yat-Sen University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">National University of Singapore</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">North-West University</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">NUS and University of South Australia</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Sabaragamuwa University of Sri Lanka</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Shanghai Institute of Foreign Trade</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Stirling Management School</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">The University of Alabama</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Arkansas</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Belgrade</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Bremen</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Huddersfield</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Hull</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Incheon</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Johannesburg</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Maastricht</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Nottingham</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Reading</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Sussex</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Texas at Tyler</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of Turku</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">University of West Florida</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Westminster Business School</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>LLP, limited liability partnership; NSU, National students union.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Distribution of journals</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Journals</th>
<th valign="top" align="center">Number of articles</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Supply Chain Management: An International Journal</td>
<td align="center">7</td>
</tr>
<tr>
<td align="left">The International Journal of Logistics Management</td>
<td align="center">6</td>
</tr>
<tr>
<td align="left">International Journal of Physical Distribution &#x0026; Logistics Management</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Journal of Transport and Supply Chain Management</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Industrial and Commercial Training</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Transportation Journal</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Journal of Sustainable Business and Management Solutions in Emerging Economies</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Journal of Humanitarian Logistics and Supply Chain Management</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">International Journal of Logistics Research and Applications</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">International Journal of Logistics Management</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">International Journal of Disaster Risk Reduction</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Independent Journal of Management &#x0026; Production</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">European Journal of Training and Development</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Business, Management and Education</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Benchmarking: An International Journal</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Asia Pacific Journal of Marketing and Logistics</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The key issue observed from analysis of the SC skills literature is that each author asserts that there are many skills that an SC manager is expected to possess; however, the authors have not established standard skills that an SC manager should possess. A list of the many SCM skills collected from the literature is presented in Figure 1-A1 in Appendix 1. The identified SCM skills remained relatively stable during the review period (1990&#x2013;2018), with a few additions. The additions to Murphy and Poist&#x2019;s (<xref ref-type="bibr" rid="CIT0017">1991</xref>) SCM skills list over the years include environmental awareness (Heyns &#x0026; Luke <xref ref-type="bibr" rid="CIT0009">2012</xref>; Onar et al. <xref ref-type="bibr" rid="CIT0020">2013</xref>; Thai, Cahoon &#x0026; Tran <xref ref-type="bibr" rid="CIT0029">2011</xref>; Wu et al. <xref ref-type="bibr" rid="CIT0008">2013</xref>), international trade, including international finance for the purpose of managing global SCs (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0018">2006</xref>; Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>), and risk management (Wu et al. <xref ref-type="bibr" rid="CIT0008">2013</xref>). Over the years there has also been an emphasis on skills that help SC managers coordinate interdepartmental as well as inter-organisational processes, given that SCM is boundary spanning (Heyns &#x0026; Luke <xref ref-type="bibr" rid="CIT0009">2012</xref>; Mangan &#x0026; Christopher <xref ref-type="bibr" rid="CIT0016">2005</xref>; Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>). In addition, Kotzab et al. (<xref ref-type="bibr" rid="CIT0012">2018</xref>) argued that SC managers are now required to have the ability to learn continuously to adapt to the dynamism of the SCM industry, owing to constant transformations through advanced information communications technologies. Skills related to logistics entrepreneurship and the ability to perform multiple functions which would imply flexibility of the SC manager are also desirable. Interestingly, SC managers are now often expected to be members of professional associations (Kotzab et al. <xref ref-type="bibr" rid="CIT0001">2018</xref>), which could imply that there is a standard set of knowledge and skills they are expected to possess to execute SC activities effectively. Notable also from the previous studies is that the traditional skills related to logistics such as transportation, warehousing, inventory, and procurement have been retained over the years. Contemporary SC managers are expected to be creative thinkers as well as have the ability to devise innovative plans for executing SCM processes (Rahman &#x0026; Qing <xref ref-type="bibr" rid="CIT0022">2014</xref>; Sinha et al. <xref ref-type="bibr" rid="CIT0010">2016</xref>). This is likely to help achieve the two polemic goals, viz. cost reduction and improved customer service levels in the SC. The key issue observed from the analysis of the SC skills literature is that each author asserts that there are many skills that an SC manager is expected to possess; however, the authors have not established standard skills that an SC manager should possess.</p>
<p>Supply chain skills have been discussed under various frameworks, as established from literature. This causes more confusion to emerging academics in this area, as well as to SC practitioners. In fact, many similar skills have been categorised differently by authors, as previously established, resulting in many varied frameworks. For example, 83 SCM skills are grouped into three categories (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>), 38 skills are grouped into six categories (Heyns &#x0026; Luke <xref ref-type="bibr" rid="CIT0009">2012</xref>), 57 skills are grouped into seven (Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>) and 68 skills are grouped into three categories (Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). Therefore, SC managers as well as academics might benefit from a harmonised SC skills framework which can be updated regularly to indicate new and emerging, as well as obsolete skills.</p>
</sec>
<sec id="s0006">
<title>Supply chain management skills and frameworks</title>
<p>One of the objectives of this study is to establish the current SCM skills frameworks in the literature. Many studies (Heyns &#x0026; Luke <xref ref-type="bibr" rid="CIT0009">2012</xref>; Jordan &#x0026; Bak <xref ref-type="bibr" rid="CIT0010">2016</xref>; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>) have presented a variety of SCM skills frameworks, but no study so far has taken stock of these skills frameworks. This knowledge gap hinders furthering research on SCM regarding which skills are becoming obsolete, which need to be developed and which skills are emerging. Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>) presented the BLM framework in which SCM skills were classified into business, logistics and management with 33, 18 and 32 skills, respectively. Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>) concluded that logistics professionals should first possess management related skills, then logistics skills. The BLM framework was slightly modified and validated by Murphy and Poist (<xref ref-type="bibr" rid="CIT0018">2006</xref>), new skills added included electronic commerce, SCM and entrepreneurship to the business group; recruit or hire, personal creativity, manage supplier relations and manage customer relations to the management group, while the logistics group remained static, with its original 18 skills. The modified BLM framework was validated by Murphy and Poist (<xref ref-type="bibr" rid="CIT0019">2007</xref>) who concluded that future SC managers should possess more SCM skills related to supplier relationship management.</p>
<p>Some of the skills presented in the BLM frameworks that were initially regarded as separate skills can now be amalgamated, with the understanding that there are sufficient similarities in the skills set to be able to do so, for example, purchasing and procurement; negotiation and persuasion; decision-making ability and analytical thinking; transport and logistics and traffic or transport management (Thai et al. <xref ref-type="bibr" rid="CIT0029">2011</xref>). In the original BLM framework as well as the later 2006 version, some skills were classed as a belonging to a particular skills set which now, as per current knowledge, belong to another, for example, procurement and transport and logistics were grouped as business skills while they are now understood to be part of the logistics skills group (Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). In addition, the BLM framework had only been tested in the US and there was a need for its validation in other environments. As such, Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>) tested it in Singapore and Malaysia. They grouped the 83 skills into subgroups whereby the business skills had six subgroups, namely, operational, basic knowledge, economics and finance, communication, legal knowledge, analytical and general knowledge skills, as illustrated in <xref ref-type="table" rid="T0006">Table 6</xref>. The logistics and management skills groups were subdivided into four and six subgroups respectively. Skills related to communication and analytics were represented both in the business and management groups of the framework. The regrouping confirmed the duplication of skills in the BLM framework and encouraged the need to review it for the current and future application. Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>) argued that the BLM framework presented micro-level skills and proposes that the subgroups &#x2018;macro level skills&#x2019; presented in <xref ref-type="table" rid="T0006">Table 6</xref> are more relevant, especially to SC executives.</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Subgroups of the business logistics management framework.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Business</th>
<th valign="top" align="left">Logistics</th>
<th valign="top" align="left">Management</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Operational</td>
<td align="left">Storage and warehousing</td>
<td align="left">General management</td>
</tr>
<tr>
<td align="left">Basic business knowledge</td>
<td align="left">Customer related</td>
<td align="left">Strategic thinking abilities</td>
</tr>
<tr>
<td align="left">Communication</td>
<td align="left">International logistics</td>
<td align="left">Personal qualities</td>
</tr>
<tr>
<td align="left">Business law</td>
<td align="left">Logistics planning</td>
<td align="left">Negotiation</td>
</tr>
<tr>
<td align="left">Analytical</td>
<td align="left">-</td>
<td align="left">Communication</td>
</tr>
<tr>
<td align="left">General knowledge</td>
<td align="left">-</td>
<td align="left">Analytical</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Razzaque, M.A. &#x0026; Sirat, M.S., 2001, &#x2018;Skill requirements: Perception of the senior Asian logisticians&#x2019;, <italic>International Journal of Physical Distribution &#x0026; Logistics Management</italic> 31(5), 374&#x2013;395, viewed from <ext-link ext-link-type="uri" xlink:href="http://www.emeraldinsight.com/doi/10.1108/09600030110395175">http://www.emeraldinsight.com/doi/10.1108/09600030110395175</ext-link>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Poist et al. (<xref ref-type="bibr" rid="CIT0020">2001</xref>) and Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>) both found that broad based skill classifications were more relevant in identifying skills requirements for the SC. They investigated skills grouped as communication, adaptability, multi-dimensional capabilities, information systems and computer, leadership, interpersonal, management such as planning and control, technical strengths, technological literacy, quantitative, governmental relations and documentation proficiency. Both the studies of Poist et al. (<xref ref-type="bibr" rid="CIT0020">2001</xref>) and Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>) concluded that SCM professionals should be management generalists first, thus confirming Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>). It is observed that the attempts by these studies to regroup the skills might be an indication of the lack of consensus on a universal logistics and SCM skills framework.</p>
<p>Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>) investigated the skills profile for future logistics, and SCM professionals and proposed a T-shaped skills framework, as illustrated in <xref ref-type="fig" rid="F0007">Figure 7</xref>. They argued that logistics professionals should have an in-depth understanding of SCM-specific skills such as operations or SCM and processes and flows, as well as general skills (such as finance) and competencies (such as analytical) to allow for seamless cross-functional coordination. They concluded that the increasing complexity of SCM requires professionals grounded in logistics and SCM, as well as skilled in general management and competencies, thus supporting findings by Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>). The findings of Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>) were later supported by B&#x00F6;lsche, Klumpp and Abidi (<xref ref-type="bibr" rid="CIT0004">2013</xref>).</p>
<fig id="F0007">
<label>FIGURE 7</label>
<caption><p>T-shaped skills framework.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g007.tif"/>
</fig>
<p>Although Rajakaruna et al. (<xref ref-type="bibr" rid="CIT0012">2017</xref>) and Tatham et al.&#x2019;s (<xref ref-type="bibr" rid="CIT0012">2017</xref>) studies confirmed Mangan and Christopher&#x2019;s (<xref ref-type="bibr" rid="CIT0016">2005</xref>) findings, Tatham et al. (<xref ref-type="bibr" rid="CIT0027">2017</xref>) argued that logistics functional skills are critical for entry into the field, but management skills are more important for exploiting opportunities in the field.</p>
<p>Wu&#x2019;s (<xref ref-type="bibr" rid="CIT0035">2006</xref>) framework had seven groups of 57 skills, namely, (1) networking/computing, (2) international trading/procurement, (3) labour/customs/tax laws, (4) finance/cost control, (5) quantitative analysis, (6) planning/evaluation and (7) logistics centre operation skills. Wu argued that logistics professionals should possess logistics related skills for them to effectively orchestrate SC functions. To develop an optimal skills framework, Wu claimed that the seven groups can be classified further into skills requirements at basic, managerial and business level. Basic level refers to beginners in the logistics professional. The skills clusters required at the basic logistics level include computing, laws and distribution centre operations skills. At the managerial level logistics professionals are expected to possess skills related to finance/cost control, quantitative analysis, planning/evaluation and international trading/procurement in addition to the basic level skills clusters, as illustrated in <xref ref-type="table" rid="T0007">Table 7</xref>. At the business level, logistics professionals are expected to possess high level skills related to international trading/procurement, finance/cost control, quantitative analysis and planning/evaluation in that order. This confirms previous studies that held that SCM managers should have both general management and logistics skills to effectively orchestrate SC functions (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0018">2006</xref>; Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>).</p>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Expertise level skills requirements.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Basic level</th>
<th valign="top" align="left">Managerial level</th>
<th valign="top" align="left">Business level</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Networking/computing</td>
<td align="left">Networking/computing</td>
<td align="left">International trading/procurement</td>
</tr>
<tr>
<td align="left">Labour/customs/tax laws</td>
<td align="left">International trading/procurement</td>
<td align="left">Finance/cost control</td>
</tr>
<tr>
<td align="left">Logistics centre operation skills</td>
<td align="left">Labour/customs/tax laws</td>
<td align="left">Quantitative analysis</td>
</tr>
<tr>
<td align="center"/>
<td align="left">Finance/cost control</td>
<td align="left">Planning/evaluation</td>
</tr>
<tr>
<td align="center"/>
<td align="left">Quantitative analysis</td>
<td align="left">-</td>
</tr>
<tr>
<td align="center"/>
<td align="left">Planning/evaluation</td>
<td align="left">-</td>
</tr>
<tr>
<td align="center"/>
<td align="left">Logistics centre operation skills</td>
<td align="left">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Wu, Y., 2006, &#x2018;Skill requirements for logistics license in Taiwan&#x2019;, <italic>Supply Chain Management: An International Journal</italic> 11(5), 415&#x2013;424, viewed from <ext-link ext-link-type="uri" xlink:href="http://www.emeraldinsight.com/doi/10.1108/13598540610682435">http://www.emeraldinsight.com/doi/10.1108/13598540610682435</ext-link>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>A modified BLM framework (BLM version 2) was developed and validated by Thai et al. (<xref ref-type="bibr" rid="CIT0029">2011</xref>) in Australia. Thai et al. (<xref ref-type="bibr" rid="CIT0029">2011</xref>) deleted 13 skills, combined two, reworded some and added seven additional skills to the business group, thus modifying it from 33 skills in the original BLM framework to 25 skills. The additions included knowledge of client systems, impact of globalisation, managing culture, risk management, impact of climate change and occupational health and safety. The logistics skills group, after regrouping, consisted of 20 skills and three new skills totalling 23 skills. The additions were understanding logistics terminology owing to the growth in global logistics, engineering logistics and environmentally sustainable logistics to counter negative effects of climate change (Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>; Thai et al. <xref ref-type="bibr" rid="CIT0029">2011</xref>). Skills in the management group were reduced to 20 from the initial 32. The BLM 2 framework had a total of 68 skills (Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>) concluded that SCM professionals should be managers first before being logisticians, as also found by Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>, <xref ref-type="bibr" rid="CIT0019">2006</xref>), however the importance of logistics skills is likely to be high in the future.</p>
<p>Heyns and Luke (<xref ref-type="bibr" rid="CIT0009">2012</xref>) investigated SC skills requirements in South Africa using a list of 66 skills which were considered important for managers by previous studies. The skills were examined by a panel of experts and resulted in 38 skills grouped into general management (5), behavioural/interpersonal (12), logistics awareness (6), logistics analytical (10), logistics IT (3) and environmental awareness (2 skills). Logistics awareness, general management and interpersonal skills, which are critical in cross-functional coordination, were among the top skills groups for SC professionals in South Africa (Heyns &#x0026; Luke <xref ref-type="bibr" rid="CIT0009">2012</xref>), thus supporting Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>). Similarly, Rahman and Qing (<xref ref-type="bibr" rid="CIT0022">2014</xref>) examined 41 SCM skills, which were grouped into general management (15), analytical (14), IT (7) and environmental (5) skills groups. They concluded that SCM professionals should possess more general management and less analytical and IT-related skills, as also claimed by Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>).</p>
<p>Supply chain skills have also been grouped previously based on the academic modules offered in tertiary institutions. For instance, Onar et al. (<xref ref-type="bibr" rid="CIT0020">2013</xref>) investigated SC academic programmes in Europe and developed a knowledge and skills framework. The framework was divided into nine broad knowledge and skills areas which include SC management with seven skills, management (four), quantitative methods (five), information system/IT (four), marketing, finance/economy (three), law and soft skills (four). Onar et al. (<xref ref-type="bibr" rid="CIT0020">2013</xref>) observed that SC professionals should be grounded in logistics knowledge areas, as also found in Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>). On the other hand, Wu et al. (<xref ref-type="bibr" rid="CIT0035">2013</xref>) examined 50 skills to develop a skills framework for a global SC professional. Their study resulted in nine skills groups, which were different from the BLM framework. The skills groups were personal skills, leadership skills, internationalisation, logistics, information integration, market trends, international finance and trade, risk and profit management and environmental protection. They concluded that a global SCM professional requires knowledge in internationalisation, international finance and business laws as opposed to traditional logistics skills.</p>
<p>Lorentz et al. (<xref ref-type="bibr" rid="CIT0015">2013</xref>) argued that a competence-performance improvement skills framework is likely to present a list of SCM skills to prioritise within an organisation. They divided the skills into clusters 1, 2 and 3, as illustrated in <xref ref-type="table" rid="T0008">Table 8</xref>.</p>
<table-wrap id="T0008">
<label>TABLE 8</label>
<caption><p>Competence-performance improvement skills framework.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Cluster 1</th>
<th valign="top" align="left">Cluster 2</th>
<th valign="top" align="left">Cluster 3</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Sourcing and supplier management</td>
<td align="left">Production planning and control</td>
<td align="left">Research and development and product launch</td>
</tr>
<tr>
<td align="left">Demand forecasting and supply planning</td>
<td align="left">Customer and distribution channel management</td>
<td align="left">Inventory management</td>
</tr>
<tr>
<td align="left">Information system for logistics and production control</td>
<td align="left">Transport</td>
</tr>
<tr>
<td align="left">-</td>
<td align="left">International logistics</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Source</italic>: Lorentz, H., T&#x00F6;yli, J., Solakivi, T. &#x0026; Ojala, L., 2013, &#x2018;Priorities and determinants for supply chain management skills development in manufacturing firms&#x2019;, <italic>Supply Chain Management: An International Journal</italic> 18(4), 358&#x2013;375, viewed from <ext-link ext-link-type="uri" xlink:href="http://www.emeraldinsight.com/doi/10.1108/SCM-03-2012-0111">http://www.emeraldinsight.com/doi/10.1108/SCM-03-2012-0111</ext-link>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Clusters 1 and 2 skills should be accorded priority for development within the firm, and cluster 3 should be developed last, implying that skills connecting the firm&#x2019;s processes to customers and suppliers such as sourcing and supplier management and production planning and control need to be the priority within the organisation (Lorentz et al. <xref ref-type="bibr" rid="CIT0015">2013</xref>). The finding is related to prior studies, which claimed that logistics professionals should be managers first, then logisticians (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>, <xref ref-type="bibr" rid="CIT0018">2006</xref>, <xref ref-type="bibr" rid="CIT0019">2007</xref>; Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>; Wu et al. <xref ref-type="bibr" rid="CIT0036">2013</xref>). Similarly, Wong et al. (<xref ref-type="bibr" rid="CIT0034">2014</xref>) claimed that only skills which are required in the job market should be prioritised and developed at the workplace, as well as at educational institutions. They claimed that SC managers require more business management, leadership and professional skills and less specialised logistics skills to perform their duties (Wong et al. <xref ref-type="bibr" rid="CIT0007">2014</xref>).</p>
<p>Jordan and Bak (<xref ref-type="bibr" rid="CIT0010">2016</xref>) identified seven groups of SCM skills acquired by graduates including strategic, behavioural, process management, quantitative, people management, decision-making and negotiation. In addition, they found the most important skills to SCM professionals include behavioural, decision-making and people management related skills. Another study by Sinha et al. (<xref ref-type="bibr" rid="CIT0010">2016</xref>) claimed that SC knowledge and skills can be grouped according to the job requirements such as plan (for example, demand forecasting), source &#x2013; raw materials planning and contract management, make &#x2013; production management, deliver &#x2013; transportation and warehousing and enable &#x2013; IT- and industry-specific knowledge. The findings support earlier studies by Mangan and Christopher who concluded that future SC professionals should possess skills related to cross-functional coordination.</p>
<p>A lean classification of SC skills offered by Cveti&#x0107;, Vasiljevi&#x0107; and Danilovi&#x0107; (<xref ref-type="bibr" rid="CIT0006">2017</xref>) identified 15 professional and 14 fundamental competencies for an SC manager. The professional competencies include performance management and transport management, supplier relationship management, while fundamental competencies include communication, problem-solving and interpersonal skills (Cveti&#x0107; et al. <xref ref-type="bibr" rid="CIT0012">2017</xref>). They also concluded that an effective SC manager should possess both the professional and fundamental skills. In addition, Kotzab et al. (<xref ref-type="bibr" rid="CIT0012">2018</xref>), after an analysis of 280 skills related to logistics management job postings, concluded that, contrary to the literature, logistics professionals require more cognitive and meta-competences and fewer social skills. They defined cognitive competences to include problem-solving skills; meta-competences include the ability to learn continuously and social competences generally refer to interpersonal skills such as communication.</p>
<p>In summary, <xref ref-type="table" rid="T0009">Table 9</xref> illustrates the dominant SCM skills frameworks reviewed.</p>
<table-wrap id="T0009">
<label>TABLE 9</label>
<caption><p>Supply chain skills frameworks.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Author(s)</th>
<th valign="top" align="center">Number of skills identified</th>
<th valign="top" align="left">Identified framework</th>
<th valign="top" align="left">Skill groups</th>
<th valign="top" align="left">Remarks</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Murphy and Poist (<xref ref-type="bibr" rid="CIT0016">1991</xref>, <xref ref-type="bibr" rid="CIT0017">2006</xref>, <xref ref-type="bibr" rid="CIT0018">2007</xref>)</td>
<td align="center">83</td>
<td align="left">Business logistics management framework</td>
<td align="left">Business skills<break/>Logistics skills<break/>Management skills</td>
<td align="left">Management skills are most important, followed by logistics skills</td>
</tr>
<tr>
<td align="left">Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>) and Thai et al. (<xref ref-type="bibr" rid="CIT0029">2011</xref>)</td>
<td align="center">68</td>
<td align="left">Modified business logistics management framework</td>
<td align="left">Business<break/>Logistics<break/>Management</td>
<td align="left">Validated the BLM framework<break/>Claimed that future training is needed to focus on logistics skills, for example, CRM, problem-solving, cost control</td>
</tr>
<tr>
<td align="left">Onar et al. (<xref ref-type="bibr" rid="CIT0020">2013</xref>)</td>
<td align="center">31</td>
<td align="left">Focused and diversified</td>
<td align="left">Supply chain management<break/>Management<break/>Quantitative methods<break/>Marketing<break/>Information technology<break/>Finance<break/>Law<break/>Soft skills</td>
<td align="left">As educators focus on SCM skills, they should also offer diversified skills in areas of management and quantitative. Emphasis is on SCM skills across Europe</td>
</tr>
<tr>
<td align="left">Poist et al. (<xref ref-type="bibr" rid="CIT0021">2001</xref>)</td>
<td align="center">12</td>
<td align="left">International supply chain management</td>
<td align="left">General management, communication, functional, quantitative and interpersonal skills</td>
<td align="left">Management skills are most important, followed by functional skills</td>
</tr>
<tr>
<td align="left">Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>)</td>
<td align="center">17</td>
<td align="left">Business logistics management framework</td>
<td align="left">Business skills/knowledge<break/>Logistics skills/knowledge<break/>Managerial skills/knowledge</td>
<td align="left">Validated the BLM framework.<break/>Effective logisticians need to be multiskilled, for example, managerial, functional and interpersonal skills</td>
</tr>
<tr>
<td align="left">Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>)</td>
<td align="center">13</td>
<td align="left">T-shaped skills profile</td>
<td align="left">General<break/>Logistics/SCM-specific competencies/skills</td>
<td align="left">Logisticians need in-depth knowledge and skills in the functional area and multiple skills to manage cross-functional operations</td>
</tr>
<tr>
<td align="left">Wu (<xref ref-type="bibr" rid="CIT0035">2006</xref>)</td>
<td align="center">57</td>
<td align="left">Expertise level framework (basic, managerial and business levels)</td>
<td align="left">Networking/computing<break/>International trading/procurement<break/>Labour/customs/tax laws<break/>Finance/cost control<break/>Quantitative analysis<break/>Planning/evaluation<break/>Logistics centre operation skills</td>
<td align="left">Logistics centre operation skills are to be emphasised at managerial and basic training levels</td>
</tr>
<tr>
<td align="left">Heyns and Luke (<xref ref-type="bibr" rid="CIT0009">2012</xref>)</td>
<td align="center">38</td>
<td align="left">supply chain management professional</td>
<td align="left">Logistics awareness<break/>General management<break/>Behavioural/interpersonal skills<break/>Logistics analytical<break/>Logistics IT<break/>Environmental awareness</td>
<td align="left">Overall logistics awareness skills were found to be most important. Skills related to interpersonal skills were ranked among the important skills</td>
</tr>
<tr>
<td align="left">Wu et al. (<xref ref-type="bibr" rid="CIT0036">2013</xref>)</td>
<td align="center">50</td>
<td align="left">Business logistics management</td>
<td align="left">Personal<break/>Leadership<break/>Internationalisation<break/>Logistics<break/>Information integration<break/>Market trends<break/>International finance<break/>Risk and profit management<break/>Environmental protection</td>
<td align="left">Cross-functional skills are most risky and financial management</td>
</tr>
<tr>
<td align="left">Lorentz et al. (<xref ref-type="bibr" rid="CIT0015">2013</xref>)</td>
<td align="center">12</td>
<td align="left">Competence-performance improvement framework</td>
<td align="left">Cluster 1 &#x2013; demand forecasting and supply planning; sourcing and supplier management.<break/>Cluster 2 &#x2013; production planning and control; customer and distribution channel management; IS logistics and production control.<break/>Cluster 3 &#x2013; R and D and new product launch; inventory management; transport; international logistics</td>
<td align="left">Identified top skills to be prioritised as those connecting the supplier and customer to the firm&#x2019;s processes, for example, demand forecasting and supply planning, and information systems for logistics</td>
</tr>
<tr>
<td align="left">B&#x00F6;lsche, et al. (<xref ref-type="bibr" rid="CIT0004">2013</xref>)</td>
<td align="center">34</td>
<td align="left">T-shaped</td>
<td align="left">Functional skills<break/>General management skills</td>
<td align="left">Effective logisticians need to be multiskilled, for example, managerial, functional and interpersonal skills. Inter-organisational skills are most important. Skills were classified into demand forecasting and planning, customer and distribution channel management and R and D and new product launch</td>
</tr>
<tr>
<td align="left">Wong et al. (<xref ref-type="bibr" rid="CIT0034">2014</xref>)</td>
<td align="center">15</td>
<td align="left">Industry prioritised skills</td>
<td align="left">Professional skills<break/>Finance, accounting and economics<break/>Business management<break/>Leadership<break/>Logistics, operations and supply chain<break/>Analytical skills</td>
<td align="left">Emphasise on management skills, teamwork and leadership skills, over logistics and SCM core skills. The study supports Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>)</td>
</tr>
<tr>
<td align="left">Rahman and Qing (<xref ref-type="bibr" rid="CIT0022">2014</xref>)</td>
<td align="center">41</td>
<td align="left">Supply chain management skills</td>
<td align="left">General management<break/>Analytical<break/>Information technology<break/>Environmental</td>
<td align="left">Supply chain general management skills were most important</td>
</tr>
<tr>
<td align="left">Thai and Yeo (<xref ref-type="bibr" rid="CIT0030">2015</xref>)</td>
<td align="center">63</td>
<td align="left">Modified business logistics management framework</td>
<td align="left">Business related: Generalist and maritime specific<break/>Logistics related: Generalist, port-specific and shipping specific<break/>Management related: Generalist and maritime specific</td>
<td align="left">Competent maritime logisticians need to acquire general logistics and management skills before in-depth logistics skills and knowledge</td>
</tr>
<tr>
<td align="left">Dubey and Gunasekaran (<xref ref-type="bibr" rid="CIT0007">2015</xref>)</td>
<td align="center">13</td>
<td align="left">Hard and Soft skills framework</td>
<td align="left">Hard and soft skills for sustainability;<break/>-green logistics<break/>-innovation<break/>-complex problem-solving<break/>-continuous learning ability</td>
<td align="left">Professionals should possess environment-related skills. Logistics managers should possess soft and hard skills to manage a sustainable supply chain as per TBL</td>
</tr>
<tr>
<td align="left">Cronj&#x00E9; (<xref ref-type="bibr" rid="CIT0005">2015</xref>)</td>
<td align="center">25</td>
<td align="left">Functional and General</td>
<td align="left">Core logistics and supply chain management and general management</td>
<td align="left">Logistics and supply chain professionals possess more of functional skills and less of general management skills</td>
</tr>
<tr>
<td align="left">Dubey and Gunasekaran (<xref ref-type="bibr" rid="CIT0007">2015</xref>)</td>
<td align="center">11</td>
<td align="left">Hard and soft skills framework</td>
<td align="left">Business skills<break/>Interpersonal<break/>Communication<break/>Conflict management<break/>Leadership<break/>Creativity<break/>Business ethics</td>
<td align="left">Supply chain talent</td>
</tr>
<tr>
<td align="left">Jordan and Bak (<xref ref-type="bibr" rid="CIT0010">2016</xref>)</td>
<td align="center">25</td>
<td align="left">Graduate skills framework</td>
<td align="left">Strategic management<break/>Process management<break/>People management<break/>Decision-making<break/>Behavioural<break/>Quantitative<break/>Negotiation</td>
<td align="left">Emphasis on behavioural, decision-making and people management skills</td>
</tr>
<tr>
<td align="left">Trautrims et al. (<xref ref-type="bibr" rid="CIT0033">2016</xref>)</td>
<td align="center">8</td>
<td align="left">Hard and Soft skills framework</td>
<td align="left">Soft skills<break/>Hard skills</td>
<td align="left">Emphasis should be on soft skills to allow for inter-organisational collaboration</td>
</tr>
<tr>
<td align="left">Sinha et al. (<xref ref-type="bibr" rid="CIT0026">2016</xref>)</td>
<td align="center">38</td>
<td align="left">Supply chain management job requirements skills framework</td>
<td align="left">Plan<break/>Source<break/>Make<break/>Deliver<break/>Enable</td>
<td align="left">There is a strong demand for soft skills. The supply chain professional should possess a variety of skills including both soft and hard skills to meet the job requirements</td>
</tr>
<tr>
<td align="left">Cveti&#x0107; et al. (<xref ref-type="bibr" rid="CIT0006">2017</xref>)</td>
<td align="center">29</td>
<td align="left">Functional and general</td>
<td align="left">Professional skills<break/>Fundamental/general management skills</td>
<td align="left">Effective logistics and supply chain managers should possess both professional and fundamental skills</td>
</tr>
<tr>
<td align="left">Rajakaruna et al. (<xref ref-type="bibr" rid="CIT0023">2017</xref>)</td>
<td align="center">26</td>
<td align="left">T-shaped skills profile</td>
<td align="left">Logistics management<break/>Interpersonal skills<break/>Supply chain coordination<break/>Humanitarian logistics disaster management</td>
<td align="left">Humanitarian logisticians should have knowledge related to general management, logistics core, interpersonal skills and specific humanitarian logistics skills</td>
</tr>
<tr>
<td align="left">Tatham et al. (<xref ref-type="bibr" rid="CIT0027">2017</xref>)</td>
<td align="center">32</td>
<td align="left">T-shaped skills profile</td>
<td align="left">Functional skills<break/>General management skills<break/>Interpersonal skills<break/>Problem-solving skills</td>
<td align="left">Emphasis on management/relational skills in turbulent times (validated by Mangan &#x0026; Christopher <xref ref-type="bibr" rid="CIT0016">2005</xref>)</td>
</tr>
<tr>
<td align="left">Kotzab et al. (<xref ref-type="bibr" rid="CIT0012">2018</xref>)</td>
<td align="center">280</td>
<td align="left">Competence-based framework</td>
<td align="left">Sense of initiative and entrepreneurial<break/>Social and civic<break/>Cultural awareness<break/>Mathematical and basic natural sciences<break/>Advanced computer<break/>Basic computer<break/>Language<break/>Learning to learn<break/>Social competences<break/>Functional competences<break/>Cognitive competences<break/>Meta-competences</td>
<td align="left">Logistics and supply chain professionals require more of cognitive and meta-competences and less of social competences</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SCM, supply chain management; BLM, business logistics management; IT, information technology; CRM, customer relationship management; TBL, triple bottom line; IS, information system.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s0007">
<title>Proposed supply chain management skills grouping framework</title>
<p>Supply chain skills have been categorised differently by different authors in the logistics field (Kotzab et al. <xref ref-type="bibr" rid="CIT0001">2018</xref>). Some are based on SC education and training (Jordan &#x0026; Bak <xref ref-type="bibr" rid="CIT0010">2016</xref>), competences (Kotzab et al. <xref ref-type="bibr" rid="CIT0012">2018</xref>), developing competitiveness (Tatham et al. <xref ref-type="bibr" rid="CIT0027">2017</xref>), and specific industry requirements (Rajakaruna et al. <xref ref-type="bibr" rid="CIT0023">2017</xref>). The existing skills frameworks have focused on developing SC skills to address current SC challenges (Ellinger &#x0026; Ellinger <xref ref-type="bibr" rid="CIT0008">2014</xref>; Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>). However, SC transformations are taking place at a rapid rate, with the increased application of advanced technologies such as unmanned air vehicles to complete deliveries, blockchain technologies and application of artificial intelligence in warehousing. Furthermore, the pivotal role of SCM for a firm&#x2019;s competitiveness has been recognised and is likely to increase in the future (Ellinger &#x0026; Ellinger <xref ref-type="bibr" rid="CIT0008">2014</xref>; Langley &#x0026; Infosys <xref ref-type="bibr" rid="CIT0013">2019</xref>). As such, it is important that an SC skills framework is developed to help harmonise skills requirements of contemporary and future SC managers.</p>
<p>The SC skills identified from the reviewed full-text articles were critically assessed and grouped into 14 codes. Similarities between the codes were identified and grouped, as per literature, into five core code groups, that is, management (two codes), behavioural (two codes), business (five codes), ethics and environment (two code) and logistics management (three codes), as illustrated in <xref ref-type="table" rid="T0010">Table 10</xref>. The five code groups were derived based on the skills families. The five code groups were further refined by incorporating behavioural skills into the management group, in line with existing literature (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>; Razzaque &#x0026; Sirat <xref ref-type="bibr" rid="CIT0024">2001</xref>; Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>; Wu et al. <xref ref-type="bibr" rid="CIT0008">2013</xref>), reducing them to four major codes. According to Kotzab et al. (<xref ref-type="bibr" rid="CIT0012">2018</xref>) and Wu (<xref ref-type="bibr" rid="CIT0035">2006</xref>), SC skills requirements differ per expertise level, that is, at basic or entry level, managerial and business or executive level. The skills framework proposed in this study is relevant for SC manager level. The uniqueness of the proposed framework is that it is gleaned from previous literature unlike the existing frameworks which are based on single studies. This implies that the proposed new framework is more informative as it combines the knowledge of the existing frameworks to present a tool that can guide SC managers in terms of SCM skills. An explanation of each of the proposed skills groups and some specific skills is provided in the following paragraphs.</p>
<table-wrap id="T0010">
<label>TABLE 10</label>
<caption><p>Code book.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Code group</th>
<th valign="top" align="left">Codes</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Behavioural</td>
<td align="left">Communication and interpersonal</td>
</tr>
<tr>
<td align="left">Business skills</td>
<td align="left">Business administration, international business, legal, quantitative skills, economics and finance</td>
</tr>
<tr>
<td align="left">Ethics and environment</td>
<td align="left">Ethics and environmental</td>
</tr>
<tr>
<td align="left">Logistics</td>
<td align="left">Information technology, logistics and risk management</td>
</tr>
<tr>
<td align="left">Management</td>
<td align="left">General management and HRM</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>HRM, human resource management.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s0008">
<title>Management skills group</title>
<p>Supply chain skills related to management have been of importance since the Murphy and Poist&#x2019;s (<xref ref-type="bibr" rid="CIT0016">1991</xref>) framework. Management skills comprise characteristics such as the ability of the logistics manager to plan, organise and control, as well as soft skills such as team leadership and effective communication (Kotzab et al. <xref ref-type="bibr" rid="CIT0012">2018</xref>; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>; Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). The inclusion of this skills group supports Abreu and Alc&#x00E2;ntara&#x2019;s (<xref ref-type="bibr" rid="CIT0026">2015</xref>) finding who argued that a future SC manager should possess skills related to change management, communication, collaboration and partnering, and leadership to help coordinate cross-functional activities. Further, Rahman and Qing (<xref ref-type="bibr" rid="CIT0022">2014</xref>) observed that the management skills group can include analytical and information-sharing skills. Many researchers agree that SC managers should possess additional management-related skills such as negotiation, effective team leadership, cost management and people management (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>, <xref ref-type="bibr" rid="CIT0018">2006</xref>; Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>; Thai et al. <xref ref-type="bibr" rid="CIT0029">2011</xref>; Thai &#x0026; Yeo <xref ref-type="bibr" rid="CIT0030">2015</xref>; Wu <xref ref-type="bibr" rid="CIT0036">2006</xref>; Wu et al. <xref ref-type="bibr" rid="CIT0036">2013</xref>). In addition, Yildiz (2015) argued that an SC manager should be able to solve complex problems, be a critical thinker, innovative, communicate effectively and be a good planner, which is in agreement with Heyns and Luke (<xref ref-type="bibr" rid="CIT0009">2012</xref>), Rahman and Qing (<xref ref-type="bibr" rid="CIT0022">2014</xref>) and Sinha et al. (<xref ref-type="bibr" rid="CIT0026">2016</xref>). Therefore, based on the literature reviewed, the skills related to the behavioural code group were combined with management to form the management group in the proposed skills grouping framework (see <xref ref-type="fig" rid="F0008">Figure 8</xref>).</p>
<fig id="F0008">
<label>FIGURE 8</label>
<caption><p>Proposed supply chain management skills framework.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-14-458-g008.tif"/>
</fig>
</sec>
<sec id="s0009">
<title>Business skills group</title>
<p>Business skills encompass knowledge areas that pertain to business administrations such as economics, accounting, finance, and marketing (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>; Onar et al. <xref ref-type="bibr" rid="CIT0020">2013</xref>; Razzaque &#x0026; Sirat <xref ref-type="bibr" rid="CIT0024">2001</xref>). Business skills have a direct impact on business operations, thus enabling business process improvements (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>; Onar et al. <xref ref-type="bibr" rid="CIT0008">2013</xref>). There is consensus among researchers that SC managers should possess accounting and finance skills to help them control cost and make the right decisions regarding the economic contribution of SCM to an organisation (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>; Tahtham et al. 2017; Thai et al. <xref ref-type="bibr" rid="CIT0029">2011</xref>).</p>
<p>Based on the literature reviewed, customer focus or marketing skills help managers understand various customer segments and their requirements and plan to meet the identified needs (Cronj&#x00E9; 2015; Thai et al. <xref ref-type="bibr" rid="CIT0029">2011</xref>), as such, this skill was retained in the proposed framework. Skills related to laws and regulations, which include contract management with suppliers, customers and government agencies, are also key enablers of business operations, and every SC manager should be well versed therein (Rajakaruna et al. 2017; Wong et al. <xref ref-type="bibr" rid="CIT0034">2014</xref>). National and international laws are especially important for SC managers, given the current global nature of SCM (Murphy &#x0026; Poist 2007; Tatham et al. <xref ref-type="bibr" rid="CIT0027">2017</xref>).</p>
<p>Supply chain management as a function has grown tremendously, partly because of the advancement in IT (Jordan &#x0026; Bak <xref ref-type="bibr" rid="CIT0010">2016</xref>). Consequently, SCM researchers have held that SC managers should have skills on the information systems required to create the required transformations in SC processes (Heyns &#x0026; Luke 2012; Kotzab et al. 2018; Thai et al. <xref ref-type="bibr" rid="CIT0029">2011</xref>). In addition, the managers should have some knowledge on the potential benefits of big data and artificial intelligence to SCM (Akbari <xref ref-type="bibr" rid="CIT0002">2018</xref>).</p>
<p>Skills related to quality management such as total quality management and lean management offer opportunities to transform business operations to meet the needs of customers. As such, quality management has been identified as an important skill that SC managers should possess now and in the future (B&#x00F6;lsche et al. 2013; Heyns &#x0026; Luke 2012; Rahman &#x0026; Qing <xref ref-type="bibr" rid="CIT0022">2014</xref>). In addition, SC managers should have an understanding of logistics relevant to the business industry where they operate so that they can provide the expected improvements in the business processes (Kotzab et al. <xref ref-type="bibr" rid="CIT0001">2018</xref>). Therefore, although there are more than a dozen skills related to the business group, the few discussed here were gleaned from extant literature and considered as critical to SC managers&#x2019; duties. A full list of the business group skills is illustrated in <xref ref-type="fig" rid="F0008">Figure 8</xref>.</p>
</sec>
<sec id="s0010">
<title>Logistics skills group</title>
<p>Extant literature shows that SCs are expanding globally. However, different regions have varied developments in logistics in terms of infrastructure and business regulations thus offering challenges as goods transit from one region to another. The challenges create complex SC operations that call for SC professionals to be equipped with special skills to help meet customer requirements at minimum cost. As such, Cronj&#x00E9; (<xref ref-type="bibr" rid="CIT0005">2015</xref>) argued that SC professionals in developing countries should possess more of the core logistics skills and less management skills to manage the SC complexities. Some of the key logistics skills identified include inventory management, demand forecasting, customer service, transportation management, supplier and customer relationship management and logistics planning (Cronj&#x00E9; 2015; Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0016">1991</xref>; Thai &#x0026; Yeo <xref ref-type="bibr" rid="CIT0030">2015</xref>). Similarly, Heyns and Luke (<xref ref-type="bibr" rid="CIT0009">2012</xref>) identified skills related to total logistics costs as among the most important in South Africa. Jordan and Bak (<xref ref-type="bibr" rid="CIT0010">2016</xref>) argued that future SCM professionals should have knowledge of regulations and continuous training on logistics areas. Similarly, Kotzab et al. (<xref ref-type="bibr" rid="CIT0012">2018</xref>) observed that SC managers should be ready to learn continuously to acquire new knowledge and design more effective and efficient processes as SCM leverages on technology advancements.</p>
<p>Researchers agree also that SC managers should possess skills related to relationship management which might include inter-organisational process coordination and non-traditional skills like logistics outsourcing and end-to-end SC thinking which are likely to help them effectively coordinate upstream and downstream processes (Lorentz et al. 2013; Remko &#x0026; Wagner <xref ref-type="bibr" rid="CIT0025">2013</xref>; Trautrims et al. <xref ref-type="bibr" rid="CIT0010">2016</xref>). In addition, SC design, procurement management, facility location, reverse logistics and SC risk management were identified as important hard skills that SC managers should possess under the logistics group (Akbari 2018; Dubey &#x0026; Gunasekaran 2015; Rahman &#x0026; Qing 2014; Sinha et al. <xref ref-type="bibr" rid="CIT0026">2016</xref>; Wu <xref ref-type="bibr" rid="CIT0035">2006</xref>) as illustrated in <xref ref-type="fig" rid="F0008">Figure 8</xref>.</p>
<p>Under the logistics group, reverse logistics was considered a fundamental SC skill that will be in high demand especially with increased e-commerce across the globe, as well as a heightened awareness of sustainability in SCs (Rajakaruna et al. 2017; Tatham et al. <xref ref-type="bibr" rid="CIT0012">2017</xref>). Finally, with the continued need for SC transparency and sustained record keeping the emergence of blockchain technologies are likely to equip SC managers of the future with skills and knowledge that will create high SC visibility (Langley &#x0026; Infosys <xref ref-type="bibr" rid="CIT0013">2019</xref>). The managers need not be equipped with the technical skills but should understand the applications and capabilities of the blockchain technologies, to help design SCs that leverage the best technologies.</p>
</sec>
<sec id="s0011">
<title>Ethics and environmental</title>
<p>Climate change has led to an increased campaign on environmental awareness and knowledge regarding the triple bottom line in SCM, requiring SC managers to promote environmentally friendly SC practices (Dubey &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0007">2015</xref>). As such, future logistics professionals should possess skills related to SC sustainability such as green logistics (Cveti&#x0107; et al. 2017; Onar et al. <xref ref-type="bibr" rid="CIT0020">2013</xref>). Salvage or scrap disposal is among the few skills that were indicated as the least important among SC managers, although it has been consistently recognised by researchers (Cveti&#x0107; et al. 2017; Murphy &#x0026; Poist 1991; Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). However, with increased awareness on sustainability, SCs are more concerned with their waste now than they were before. The main concern is how it should be disposed of and thus it requires managers to be equipped with the relevant skills such as reverse logistics of scrap or waste (Dubey &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0007">2015</xref>). In this framework (see <xref ref-type="fig" rid="F0008">Figure 8</xref>), skills related to business ethics were also identified as important for SC managers. These may include the ethical conduct of business transactions and knowing how to identify unethical business behaviour along the SC.</p>
</sec>
<sec id="s0012">
<title>Conclusion and further studies</title>
<p>The objectives of this study were to provide a list of SC skills presented in the literature, to identify SCM skills frameworks in the literature and to propose an SCM skills grouping framework. There are many skills that have been presented in the literature in addition to the first 83 skills by Murphy and Poist (<xref ref-type="bibr" rid="CIT0016">1991</xref>). A total of 270 SC skills were counted, and a list was provided in Appendix 1 (Figure 1-A1). It is apparent that SC researchers do not have standardised name(s) for the skills identified over time, thus making it difficult to compare skills from one study to another or even from country to country. For example, same skills have been called different names in different studies; for example, manage teams, effective team leadership and leadership skills (Ellinger &#x0026; Ellinger <xref ref-type="bibr" rid="CIT0008">2014</xref>); people skills, people management and human resource management (Murphy &#x0026; Poist 1991; Rahman &#x0026; Qing <xref ref-type="bibr" rid="CIT0022">2014</xref>); as well as purchasing and procurement (Murphy &#x0026; Poist <xref ref-type="bibr" rid="CIT0017">1991</xref>). Noteworthy is also the importance researchers have placed on skills related to logistics, teamwork, communication, relationship management, international trade, continuous learning and critical thinking. The emergence of skills like the application of blockchain technology and sustainable SCM has also been observed in literature (Langley &#x0026; Infosys <xref ref-type="bibr" rid="CIT0013">2019</xref>). Therefore, there is a strong need that SC researchers should develop a common language on SCM skills so as to properly guide practitioners. It is also noted that the list of SC skills used in subsequent studies after Murphy and Poist&#x2019;s (<xref ref-type="bibr" rid="CIT0016">1991</xref>) study has been decreasing, whereby some skills have been combined, while others have become obsolete and thus eliminated (Thai <xref ref-type="bibr" rid="CIT0028">2012</xref>). Finally, it is observed that new skills are emerging as technology advances, customer requirements change as SC integration becomes an industry practice.</p>
<p>Extant research on SC frameworks is fragmented without any clear standard on how SC skills can be grouped, and which framework is fit for a specific industry. As such, authors have investigated SC skills using different frameworks. This study has been successful in taking stock of the existing SCM skills frameworks; the identified frameworks include the BLM by Murphy and Poist (<xref ref-type="bibr" rid="CIT0016">1991</xref>), which was validated by Razzaque and Sirat (<xref ref-type="bibr" rid="CIT0024">2001</xref>), Thai (<xref ref-type="bibr" rid="CIT0028">2012</xref>), Wu et al. (<xref ref-type="bibr" rid="CIT0036">2013</xref>) and Thai and Yeo (<xref ref-type="bibr" rid="CIT0030">2015</xref>). The T-shaped skills framework was advanced by Mangan and Christopher (<xref ref-type="bibr" rid="CIT0016">2005</xref>) and later supported by B&#x00F6;lsche et al. (<xref ref-type="bibr" rid="CIT0004">2013</xref>) and Tatham et al. (<xref ref-type="bibr" rid="CIT0027">2017</xref>). The expert level skills framework was advanced by Wu (<xref ref-type="bibr" rid="CIT0035">2006</xref>), the competence-performance framework was developed by Lorentz et al. (<xref ref-type="bibr" rid="CIT0015">2013</xref>) and the SCM skills framework was established by Rahman and Qing (<xref ref-type="bibr" rid="CIT0022">2014</xref>) and Sinha et al. (<xref ref-type="bibr" rid="CIT0026">2016</xref>). Another framework that has received some attention in the literature is the hard and soft skills by Abreu and Alc&#x00E2;ntara (<xref ref-type="bibr" rid="CIT0001">2015</xref>), Dubey and Gunasekaran (<xref ref-type="bibr" rid="CIT0007">2015</xref>) and Trautrims et al. (<xref ref-type="bibr" rid="CIT0033">2016</xref>). In addition, Cronj&#x00E9; (<xref ref-type="bibr" rid="CIT0005">2015</xref>) and Cveti&#x0107; et al. (<xref ref-type="bibr" rid="CIT0006">2017</xref>) argued that SCM skills can be classified as functional or core and general management. The varied number of frameworks established with different numbers of skills does not guide practitioners or the industry as expected. Therefore, this study is an attempt to propose an SCM skills grouping framework based on the existing literature.</p>
<p>The proposed grouping framework classified SCM skills into (1) business, (2) logistics, (3) management and (4) ethics and environmental. This implies that the BLM framework by Murphy and Poist (<xref ref-type="bibr" rid="CIT0017">1991</xref>) is held with an addition of ethics and environmental. However, the skill sets per group have been revised in line with the contemporary SCM skills literature. The skills have been reduced in number to 13, 11, 12 and 3 for the business, logistics, management and ethics and environmental, respectively, as illustrated in <xref ref-type="fig" rid="F0008">Figure 8</xref>. We argue that the skills&#x2019; list per group can be contingency-based, in line with industry and organisational requirements. The framework is likely to help managers be aware of which skills groups they should focus on. The skills list per group can be selected on a contingent basis, but should be in line with organisational and specific industry needs. The proposed framework is likely to reduce the fragmentation of SC skills groupings and sets a base for future research in this area. The new framework is unique as it has combined knowledge from the existing frameworks. It is also highly flexible, as the skills lists can be contingency based on industry or SC requirements. The framework also helps advance SCM skills research by contributing to the SCM body of knowledge.</p>
<p>The research is limited to the previous studies reviewed and, as such, the proposed framework may need to be tested empirically among SC managers in manufacturing and service industries. A comparative study between countries or regions may offer more insights compared to a single industry study. Another potential future research direction would be to compare the skills needed by SC managers in manufacturing and service organisations. Future research should also assess the relative importance of SC skills in various business contexts.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<sec id="s20013">
<title>Competing interests</title>
<p>The authors have declared that no competing interests exist.</p>
</sec>
<sec id="s20014">
<title>Authors&#x2019; contributions</title>
<p>J.M. and R.L. conceptualised the article. J.M. designed and developed the article including the literature review, data collection, discussion and conclusion. R.L. critically reviewed the article and authorised it for publication.</p>
</sec>
<sec id="s20015">
<title>Funding information</title>
<p>This research was not funded by any funding agency.</p>
</sec>
<sec id="s20016">
<title>Data availability statement:</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="s20017">
<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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<title>Appendix 1</title>
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<fig id="F0009">
<label>FIGURE 1-A1</label>
<caption><p>Supply chain management skills.</p></caption>
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</fig>
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<fn-group>
<fn><p><bold>How to cite this article:</bold> Mageto, J. &#x0026; Luke, R., 2020, &#x2018;Skills frameworks: A focus on supply chains&#x2019;, <italic>Journal of Transport and Supply Chain Management</italic> 14(0), a458. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/jtscm.v14i0.458">https://doi.org/10.4102/jtscm.v14i0.458</ext-link></p></fn>
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