<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "http://jats.nlm.nih.gov/publishing/1.1d1/JATS-journalpublishing1.dtd">
<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">SAJBM</journal-id>
<journal-title-group>
<journal-title>South African Journal of Business Management</journal-title>
</journal-title-group>
<issn pub-type="ppub">2078-5585</issn>
<issn pub-type="epub">2078-5976</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJBM-50-193</article-id>
<article-id pub-id-type="doi">10.4102/sajbm.v50i1.193</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Supply chain partnership, supply chain collaboration and supply chain integration as the antecedents of supply chain performance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-0453-438X</contrib-id>
<name>
<surname>Mofokeng</surname>
<given-names>Teboho M.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-6967-0390</contrib-id>
<name>
<surname>Chinomona</surname>
<given-names>Richard</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>School of Economic and Business Sciences, University of the Witwatersrand, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Teboho Mofokeng, <email xlink:href="teboho.mofokeng@wits.ac.za">teboho.mofokeng@wits.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>26</day><month>02</month><year>2019</year></pub-date>
<pub-date pub-type="collection"><year>2019</year></pub-date>
<volume>50</volume>
<issue>1</issue>
<elocation-id>193</elocation-id>
<history>
<date date-type="received"><day>16</day><month>03</month><year>2017</year></date>
<date date-type="accepted"><day>28</day><month>11</month><year>2017</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2019. The Authors</copyright-statement>
<copyright-year>2019</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>It is understood that improving performance has become an important objective of supply chains. As such, strategies have been adopted as an effort towards increasing performance. Amongst these strategies, partnership, collaboration and integration have been identified. A mutual advantage of these approaches is that they facilitate cohesion between parties where knowledge and resources are pooled together and shared with the purpose of achieving optimum results. However, it is observed that the extent to which partnership, collaboration and integration affect supply chain performance collectively is a research void.</p>
</sec>
<sec id="st2">
<title>Objectives</title>
<p>This study intended to examine the influence of partnership, collaboration and integration on supply chain performance, particularly within the small and medium enterprise (SME) sector. The theory of relational view was adopted to support the study&#x2019;s conceptual model.</p>
</sec>
<sec id="st3">
<title>Method</title>
<p>The study used SmartPLS to analyse the data.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>Three hypotheses were empirically substantiated using a sample of 271 SMEs situated in Gauteng.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>The findings revealed that the research constructs partnership, collaboration and integration influence supply chain performance in a positive way. Implications of the study are further provided.</p>
</sec>
</abstract>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Supply chain partnerships have been identified as essential in sustaining supply chains (Goffin, Lemke, &#x0026; Szwejczewski, <xref ref-type="bibr" rid="CIT0023">2006</xref>; Nyaga, Whipple, &#x0026; Lynch, <xref ref-type="bibr" rid="CIT0045">2010</xref>). As such, firms have increasingly undertaken the task to improve partnerships within their supply chains (Youn, Yang, Hong, &#x0026; Park, <xref ref-type="bibr" rid="CIT0070">2013</xref>). The objective is to remain sustainable not only through circumventing risk but also through the continued accumulation and exploitation of benefits derived from partnerships (Lambert, Knemeyer, &#x0026; Gardner, <xref ref-type="bibr" rid="CIT0034">2004</xref>; Mentzer, Min, &#x0026; Zacharia, <xref ref-type="bibr" rid="CIT0042">2000</xref>). What characterises partnerships is collaboration (Ramanathan &#x0026; Gunasekaran, <xref ref-type="bibr" rid="CIT0047">2014</xref>). Research has identified cost reduction, profit, forecast accuracy and inventory control as some of the advantages of collaboration (Aviv, <xref ref-type="bibr" rid="CIT0003">2007</xref>; Gavirneni, Kapuscinski, &#x0026; Tayur, <xref ref-type="bibr" rid="CIT0022">1999</xref>; Lee, So, &#x0026; Tang, <xref ref-type="bibr" rid="CIT0036">2000</xref>). The foundation for this is that collaboration encourages members to engage in joint planning, forecasting and sharing with regard to information, resources and incentives (Aviv, <xref ref-type="bibr" rid="CIT0003">2007</xref>; Ramanathan &#x0026; Muyldermans, <xref ref-type="bibr" rid="CIT0048">2010</xref>; Toktay, Wein, &#x0026; Zenios, <xref ref-type="bibr" rid="CIT0061">2000</xref>; VICS, <xref ref-type="bibr" rid="CIT0064">2002</xref>). This joint effort resonates with integration where information and resources are exchanged, thus creating an integrated system (Fogliatto, Da Silveira, &#x0026; Borenstein, 2010; Salvador, De Holan, &#x0026; Piller, <xref ref-type="bibr" rid="CIT0051">2009</xref>; Zhang, Qi, Zhao, &#x0026; Duray, <xref ref-type="bibr" rid="CIT0071">2015</xref>). Researchers, however, contend that quality is important in integration if performance is to be improved and that achieving quality entails the capturing of not just internal but external supply chain contexts as well (Huo, Zhao, &#x0026; Lai, <xref ref-type="bibr" rid="CIT0028">2014</xref>; Lin, Chow, Madu, Kuei, &#x0026; Yu, <xref ref-type="bibr" rid="CIT0039">2005</xref>; Romano &#x0026; Vinelli, <xref ref-type="bibr" rid="CIT0050">2001</xref>; Sila, Ebrahimpour, &#x0026; Birkholz, <xref ref-type="bibr" rid="CIT0054">2006</xref>; Yeung, <xref ref-type="bibr" rid="CIT0069">2008</xref>).</p>
<p>Improving performance, particularly supply chain performance, is essential, and in recent years, there has been a trend towards identifying ways in which supply chains can become more competitive (Um, Lyons, Lam, Cheng, &#x0026; Dominguez-Pery, <xref ref-type="bibr" rid="CIT0062">2017</xref>). In South Africa, it can be hypothesised that this trend has been triggered by the 75&#x0025; of small and medium enterprises (SMEs) that fail within 2 years of operation (Fatoki &#x0026; Odeyemi, <xref ref-type="bibr" rid="CIT0014">2010</xref>). This suggests that these SMEs have the inability to be competitive. However, research has discovered that one of the core reasons why SMEs fail to compete is their disinclination to liaise with other firms (Gumede &#x0026; Rasmussen, <xref ref-type="bibr" rid="CIT0026">2002</xref>). This is unexpected given the gains that could be derived from linking with other organisations. These include partnership where information and resources are shared (Youn et al., <xref ref-type="bibr" rid="CIT0070">2013</xref>), collaboration which facilitates flexibility and the attainment of distinctive capabilities (Kumar, Banerjee, Meena, &#x0026; Ganguly, <xref ref-type="bibr" rid="CIT0033">2017</xref>) and integration which brings about control in terms of response and quality with regard to demand and the provision of products or services (Lin, Parlakt&#x00FC;rk, &#x0026; Swaminathan, <xref ref-type="bibr" rid="CIT0040">2014</xref>).</p>
<p>The benefit of liaising with other organisations has therefore been made evident. More so, what draws together the components, that is, partnership and collaboration that embody these benefits, is the subject of compatibility. Youn et al. (<xref ref-type="bibr" rid="CIT0070">2013</xref>) and Kumar and Banerjee (<xref ref-type="bibr" rid="CIT0032">2012</xref>) attest to this and respectively argue that the ability to exhibit organisational compatibility relies on the presence of partnership and collaboration amongst relational members. Even more so, collectively, these components elicit integration, which the achievement relies heavily upon (Flynn, Huo, &#x0026; Zhao, <xref ref-type="bibr" rid="CIT0016">2010</xref>). According to the theory of Relational View, this network between relational firms succeeds on the premise that compatibility is elicited (Kumar et al., <xref ref-type="bibr" rid="CIT0033">2017</xref>).</p>
<p>What the study seeks to investigate, however, is the influence that partnership, collaboration and integration have on the supply chain performance of SMEs operating in Gauteng, South Africa. To do this, the study puts forward the following three research questions:</p>
<list list-type="bullet">
<list-item><p>To what extent does supply chain partnership influence supply chain performance?</p></list-item>
<list-item><p>To what extent does supply chain collaboration influence supply chain performance?</p></list-item>
<list-item><p>To what extent does supply chain integration influence supply chain performance?</p></list-item>
</list>
<p>In addressing these questions, the reason behind SMEs&#x2019; reluctance to connect with other organisations and therefore their resultant incapacity to be competitive will be to some extent understood.</p>
<p>The remainder of the article is organised as follows: a review on the literature is done in the &#x2018;Literature review&#x2019; section. In the &#x2018;Conceptual model and research hypotheses&#x2019; section, the conceptual model is illustrated and hypotheses are developed subsequently. The &#x2018;Research methods&#x2019; section articulates the methodology and design, whereas the &#x2018;Discussion and conclusions&#x2019; section concludes the study. Managerial implications, recommendations and suggestions for future research are given in sections &#x2018;Implications of the study&#x2019; and &#x2018;Limitations and future research&#x2019;.</p>
</sec>
<sec id="s0002">
<title>Literature review</title>
<sec id="s20003">
<title>Relational view</title>
<p>The relational perspective draws attention to the network of firms which forms the unit of analysis (Wieland &#x0026; Wallenburg, <xref ref-type="bibr" rid="CIT0066">2013</xref>). The theory argues that competitive advantage is achieved through the inter-connections between members from which they draw unique capabilities (Dyer &#x0026; Singh, <xref ref-type="bibr" rid="CIT0011">1998</xref>; Kumar et al., <xref ref-type="bibr" rid="CIT0033">2017</xref>). These unique capabilities are developed as the network allows firms to: (1) invest in relation-specific assets, (2) develop inter-firm knowledge sharing routines, (3) use effectual governance mechanisms and (4) exploit complementary capabilities (Dyer &#x0026; Singh, <xref ref-type="bibr" rid="CIT0011">1998</xref>). According to Kumar et al. (<xref ref-type="bibr" rid="CIT0033">2017</xref>), this network assists through the development of a culture for teamwork by which planning and sharing activities can function effectively.</p>
<p>In a supply chain, SMEs function collectively to facilitate the provision of product or services to the end-consumer. In order to compete effectively, their supply chain must perform at a level that is above average. In line with the theory of relational view, increased performance can be realised when SMEs engage in networking which provides the benefits aforementioned. As partnership, collaboration and integration characterise networking (Kumar et al., <xref ref-type="bibr" rid="CIT0033">2017</xref>; Lin et al., <xref ref-type="bibr" rid="CIT0040">2014</xref>; Youn et al., <xref ref-type="bibr" rid="CIT0070">2013</xref>), they are therefore prerequisite if SMEs are to improve supply chain performance as implied in the literature of relational view.</p>
</sec>
<sec id="s20004">
<title>Supply chain partnership</title>
<p>The business environment has developed drastically in recent years, and therefore supply chains have become complex. For this reason, the concept of supply chain partnerships has come to be perceived as particularly important (Goffin et al., <xref ref-type="bibr" rid="CIT0023">2006</xref>; Nyaga et al., <xref ref-type="bibr" rid="CIT0045">2010</xref>; Ramanathan &#x0026; Gunasekaran, <xref ref-type="bibr" rid="CIT0047">2014</xref>). As there is emphasis on quality, cost reduction and, even recently in the extent literature, environmental awareness (Vahabzadeh, Asiaeim, &#x0026; Zailani, <xref ref-type="bibr" rid="CIT0063">2015</xref>), supply chain partnerships have been seen as pivotal in ensuring that these outcomes are achieved (De Bakker, Fisscher, &#x0026; Brack, <xref ref-type="bibr" rid="CIT0010">2002</xref>; Klassen &#x0026; McLaughlin, <xref ref-type="bibr" rid="CIT0031">1996</xref>; Montabon, Sroufe, &#x0026; Narasimhan, <xref ref-type="bibr" rid="CIT0044">2007</xref>). The scope and size of supply chain partnerships are determined through methodical and organisation-wide efforts that involve exchanges at both strategic and operational levels (Youn et al., <xref ref-type="bibr" rid="CIT0070">2013</xref>).</p>
<p>In earlier studies, Mohr and Speckman (<xref ref-type="bibr" rid="CIT0043">1994</xref>) contended that partnership qualities, communication behaviour and tools for conflict resolution have been regarded as important factors of partnership success. Since then, much research on supply chain partnership has been theoretical (Ellram &#x0026; Hendrick, <xref ref-type="bibr" rid="CIT0012">1995</xref>; Graham, Daugherty, &#x0026; Dudley, <xref ref-type="bibr" rid="CIT0024">1994</xref>; Mentzer et al., <xref ref-type="bibr" rid="CIT0042">2000</xref>). However, recently, many empirical studies have been undertaken as well (Goffin et al., <xref ref-type="bibr" rid="CIT0023">2006</xref>; Nyaga et al., <xref ref-type="bibr" rid="CIT0045">2010</xref>; Sodhi &#x0026; Son, <xref ref-type="bibr" rid="CIT0057">2009</xref>). For instance, Ramanathan and Gunasekaran (<xref ref-type="bibr" rid="CIT0047">2014</xref>), Chen and Paulraj (<xref ref-type="bibr" rid="CIT0006">2004</xref>), Li and Lin (<xref ref-type="bibr" rid="CIT0037">2006</xref>) identified that trust plays a crucial role in supply chain relationships. The study defines supply chain partnership according to Youn et al. (<xref ref-type="bibr" rid="CIT0070">2013</xref>) as &#x2018;successful long-term relationships amongst trading partners in the supply chain that are enabled by mutual trust, organisational compatibility, top management support, and information sharing&#x2019;.</p>
</sec>
<sec id="s20005">
<title>Supply chain collaboration</title>
<p>In the past three decades, a number of firms have established collaborations with other supply chain members (Ramanathan &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0047">2014</xref>). A number of studies have identified cost reduction, profit, forecast accuracy and inventory control as the benefits that are derived from supply chain collaborations (Aviv, <xref ref-type="bibr" rid="CIT0003">2007</xref>; Gavirneni et al., <xref ref-type="bibr" rid="CIT0022">1999</xref>; Lee et al., <xref ref-type="bibr" rid="CIT0036">2000</xref>). According to Cao and Zhang (<xref ref-type="bibr" rid="CIT0005">2011</xref>), realising these benefits requires that supply chain members incorporate the seven dimensions essential to collaborative relationships, that is, information sharing, goal congruence, decision synchronisation, incentive alignment, resource sharing, communication and joint knowledge creation. However, collaborations are characterised by uncertain environments (Langroodi &#x0026; Amiri, <xref ref-type="bibr" rid="CIT0035">2016</xref>; Qu &#x0026; Yang, <xref ref-type="bibr" rid="CIT0046">2015</xref>), composite structural relationships (Arkhipov &#x0026; Ivanov, <xref ref-type="bibr" rid="CIT0002">2011</xref>; Cheng, Chen, &#x0026; Chen, <xref ref-type="bibr" rid="CIT0007">2014</xref>), inequitable information sharing (Ganesh, Raghunathan, &#x0026; Rajendran, <xref ref-type="bibr" rid="CIT0021">2014</xref>) and decentralised individual decision-making (Lu, Lau, &#x0026; Yiu, <xref ref-type="bibr" rid="CIT0041">2012</xref>) amongst others.</p>
<p>Gunasekaran, Patel, and McGaughey (<xref ref-type="bibr" rid="CIT0027">2004</xref>) and Danese (<xref ref-type="bibr" rid="CIT0009">2007</xref>) therefore stress that it is important that firms assess their own strengths and weaknesses in order to determine the standard of collaboration that is most appropriate. Once a collaborative relationship has been established, trust and commitment will assume a critical role in the relationship&#x2019;s development (Kumar et al., <xref ref-type="bibr" rid="CIT0033">2017</xref>). Nyaga et al. (<xref ref-type="bibr" rid="CIT0045">2010</xref>) also confirmed that there is a correlation between trust, commitment and collaboration. Simatupang and Sridharan (<xref ref-type="bibr" rid="CIT0055">2005</xref>) define collaboration as two or more supply chain firms cooperating to build a competitive edge through information sharing, joint decision-making and the sharing the benefits of greater profits resulting from satisfying customer needs. This study however adopts a definition from Kumar and Banerjee (<xref ref-type="bibr" rid="CIT0032">2012</xref>) who assert that collaboration is:</p>
<disp-quote>
<p>to devise a set of strategies in which two or more independent external (firms) and internal (within the firm) actors with different complementary capabilities achieve their common aspirations and goals in a competitive environment that cannot be achieved individually. (p. 407)</p>
</disp-quote>
</sec>
<sec id="s20006">
<title>Supply chain integration</title>
<p>In today&#x2019;s business environment, integration is perceived as a competitive strategy (Li &#x0026; Chen, <xref ref-type="bibr" rid="CIT0038">2017</xref>). It is conceived that firms approach integration with the aim of acquiring benefits such as improved quality, decrease in production costs, increased supply chain efficiency and strategic advantage over competitors (Investopedia, <xref ref-type="bibr" rid="CIT0029">2015</xref>). As supply chains are judged with respect to value, integration has been accepted as fundamental (Huo et al., <xref ref-type="bibr" rid="CIT0028">2014</xref>). More so, it is viewed in this light given that traditional management practices such as monetary incentives, training and sharing best practices may have partial impact on reducing risk (Srinivasan &#x0026; Kurey, <xref ref-type="bibr" rid="CIT0058">2014</xref>). Even more so, it is believed that supply chain integration is indispensable for achieving economic and environmental goals as opposed to improving business practices alone.</p>
<p>It is supported in the supply chain integration literature that integration may affect performance outcomes in different ways (Flynn et al., <xref ref-type="bibr" rid="CIT0016">2010</xref>; Zhao, Huo, Sun, &#x0026; Zhao, <xref ref-type="bibr" rid="CIT0072">2013</xref>). However, despite strengthening the competitive advantage of supply chain partners, it is contended that integration intensifies the competition between the two firms (Li &#x0026; Chen, <xref ref-type="bibr" rid="CIT0038">2017</xref>). Huo et al. (<xref ref-type="bibr" rid="CIT0028">2014</xref>) define supply chain integration as:</p>
<disp-quote>
<p>the degree to which an organization&#x2019;s internal functions and external supply chain partners strategically and operationally collaborate with each other to jointly manage intra- and inter-organizational quality-related relationships, communications, processes, etc., with the objective to achieve high levels of quality-related performance at low costs. (p. 39)</p>
</disp-quote>
<p>For the purpose of this study, supply chain integration is defined as the extent to which a firm strategically collaborates with its supply chain members and collaboratively administers intra- and inter-organisational processes (Flynn et al., <xref ref-type="bibr" rid="CIT0016">2010</xref>).</p>
</sec>
<sec id="s20007">
<title>Supply chain performance</title>
<p>In recent years, there has been a growing shift for businesses to increase their product and service offerings for the objective of providing more consumer choice and creating more opportunities to outperform competitors (Um et al., <xref ref-type="bibr" rid="CIT0062">2017</xref>). This trend has therefore drawn attention to supply chain performance by both academics and practitioners. Yang and Burns (<xref ref-type="bibr" rid="CIT0067">2003</xref>) argue that supply chain partners need to be in unity in order to respond to changes in customer requirements. More so, it is noted in the literature that it is significant to ascertain not only the manner in which supply chain partners are proactive but also the manner in which they strive for sustainability (Schaltegger &#x0026; Burritt, <xref ref-type="bibr" rid="CIT0053">2014</xref>).</p>
<p>It can be accepted that supply chains are essential for generating value. Value can only be created if there is an improvement in the performance of a supply chain. When there is an increase in supply chain performance, value is created through coordination and organisation on a comprehensive scale (Yeung &#x0026; Coe, <xref ref-type="bibr" rid="CIT0068">2015</xref>). Contrary to the advantages of an increase in supply chain performance, Salvador, Forza, and Rungtusanatham (<xref ref-type="bibr" rid="CIT0052">2002</xref>) and Forza and Salvador (<xref ref-type="bibr" rid="CIT0018">2001</xref>) argue that the production and delivery function may be affected because of higher direct labour and material cost, increased manufacturing overheads cost and prolonged delivery lead times as well increased inventory levels. Supply chain performance is defined by Srinivasan, Mukherjee, and Gaur (<xref ref-type="bibr" rid="CIT0059">2011</xref>) as the performance of a selection of functions included within the supply chain. For the purpose of this study, supply chain performance will be defined as the ability of a supply chain to cost-effectively carry out its activities while minimising costs, for the main purpose of meeting the ultimate customer&#x2019;s needs (Green &#x0026; Inman, <xref ref-type="bibr" rid="CIT0025">2005</xref>).</p>
</sec>
</sec>
<sec id="s0008">
<title>Conceptual model and research hypotheses</title>
<sec id="s20009">
<title>Conceptual model</title>
<p>Deducing from the review of supply chain literature and the theory of relational view, a research model is conceptualised. Hereafter, hypothesised relationships will be developed. With regard to the conceptualised research model, supply chain partnership, supply chain collaboration and supply chain integration are the predictors, whereas supply chain performance is the outcome. The model is developed to explain the relationship between the constructs in the context of SMEs. Three hypotheses are examined. <xref ref-type="fig" rid="F0001">Figure 1</xref> illustrates the proposed conceptual model.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Conceptual model.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJBM-50-193-g001.tif"/>
</fig>
</sec>
<sec id="s20010">
<title>Hypotheses development</title>
<sec id="s30011">
<title>Supply chain partnership and supply chain performance</title>
<p>In general, there is much admiration for supply chain partnerships for the reason that they provide the lift for organisations to improve supply chain performance. One of the objectives of establishing a supply chain partnership is for organisations to increase supply chain performance, thereby complying with the standards of the industry (Youn et al., <xref ref-type="bibr" rid="CIT0070">2013</xref>). A supply chain partnership has been found to elicit benefits including business symmetry, top management support and information sharing (Youn et al., <xref ref-type="bibr" rid="CIT0070">2013</xref>). However, for these benefits to be realised, studies advocate that there needs to be trust between partnering firms (Chen &#x0026; Paulraj, <xref ref-type="bibr" rid="CIT0006">2004</xref>; Li &#x0026; Lin, <xref ref-type="bibr" rid="CIT0037">2006</xref>). Johnston et al. (<xref ref-type="bibr" rid="CIT0030">2004</xref>) further concur and affirm that trust is an important antecedent of supply chain partnership. The implication therefore is that if a supply chain partnership is to improve supply chain performance, there needs to be trust between partnering firms.</p>
<p>The study therefore proposes that there is a relationship between supply chain partnership and supply chain performance. In particular, the study proposes that SME partnerships in the supply chain will have a positive influence on SME supply chain performance. Therefore, it is hypothesised that:</p>
<disp-quote>
<p><bold>H1:</bold> Supply chain partnership has a positive influence on the supply chain performance of small and medium enterprises.</p>
</disp-quote>
</sec>
<sec id="s30012">
<title>Supply chain collaboration and supply chain performance</title>
<p>According to Simchi-Levi, Simchi-Levi, and Kaminsky (<xref ref-type="bibr" rid="CIT0056">1999</xref>), supply chain collaborations have become one of the vital norms of many companies around the world. It is written in the literature that the benefits of supply chain collaboration include cost reduction, profit, forecast accuracy and inventory control (Aviv, <xref ref-type="bibr" rid="CIT0003">2007</xref>; Gavirneni et al., <xref ref-type="bibr" rid="CIT0022">1999</xref>; Lee et al., <xref ref-type="bibr" rid="CIT0036">2000</xref>). Naturally, it can therefore be accepted that supply chain collaboration plays a positive role in supply chain performance. Kumar et al. (<xref ref-type="bibr" rid="CIT0033">2017</xref>) concur and further add that supply chain collaborations produce benefits including reduced lead time, reduced bullwhip effect, development of distinctive capabilities, increased flexibility and increased end-customer satisfaction, market share and profits. However, few firms have realised genuine collaboration (Fawcett, Wallin, Allred, &#x0026; Magnan, <xref ref-type="bibr" rid="CIT0015">2009</xref>; Frohlich &#x0026; Westbrook, <xref ref-type="bibr" rid="CIT0019">2001</xref>). Perhaps failure begins with their reluctance to share information, apply effort and bring in investment (Ramanathan &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0047">2014</xref>). This resistance therefore suppresses the trust and commitment that is essential in supply chain collaboration and therefore supply chain performance.</p>
<p>This implies that trust and commitment are important in supply chain collaborations if supply chain performance is to be improved (Ramanathan &#x0026; Gunasekaran <xref ref-type="bibr" rid="CIT0047">2014</xref>). Accordingly, the study proposes a similar notion. In particular, the study proposes that SME collaboration in the supply chain will have a positive influence on supply chain performance. Thus, the hypothesis pertaining to the above is stated as follows:</p>
<disp-quote>
<p><bold>H2:</bold> Supply chain collaboration has a positive influence on the supply chain performance of small and medium enterprises.</p>
</disp-quote>
</sec>
<sec id="s30013">
<title>Supply chain integration and supply chain performance</title>
<p>Supply chain integration can be conceived as a rightful antecedent of supply chain performance given that it is identified as an important competitive strategy (Li &#x0026; Chen, <xref ref-type="bibr" rid="CIT0038">2017</xref>). The advantages of supply chain integration include, amongst others, improved quality, and reduced manufacturing costs, efficiency and competitiveness (Investopedia, <xref ref-type="bibr" rid="CIT0029">2015</xref>). An important question faced by many organisations with respect to integration is &#x2018;which are the partners an organisation should integrate with?&#x2019; (Li &#x0026; Chen, <xref ref-type="bibr" rid="CIT0038">2017</xref>). The answer to this often comes back to the question of what control does the organisation seek, that is, is it on price or quality (cf. Lin et al., <xref ref-type="bibr" rid="CIT0040">2014</xref>)? Careful response to this question will allow an organisation to adopt an approach that is appropriate while indecision could impede progression.</p>
<p>The implication therefore is that supply chain integration can be beneficial to supply chain performance only if it is done in view of the organisation&#x2019;s context. Sila et al. (<xref ref-type="bibr" rid="CIT0054">2006</xref>) further concur that integration should capture the supply chain contexts for it to be meaningful. Thus, the study proposes that supply chain integration has a positive influence on supply chain performance. Specifically, the study proposes that SME integration within the supply chain will have a positive influence on supply chain performance. Therefore, it is hypothesised that:</p>
<disp-quote>
<p><bold>H3:</bold> Supply chain integration has a positive influence on the supply chain performance of small and medium enterprises.</p>
</disp-quote>
</sec>
</sec>
</sec>
<sec id="s0014">
<title>Research methods</title>
<sec id="s20015">
<title>Measurement instruments</title>
<p>Measures for all constructs, that is, supply chain partnership, supply chain collaboration, supply chain integration and supply chain performance (see <xref ref-type="app" rid="app001">Appendix 1</xref>), were adopted from Gallear, Ghobadian, and Chen (<xref ref-type="bibr" rid="CIT0020">2012</xref>:59), Cao and Zhang (<xref ref-type="bibr" rid="CIT0005">2011</xref>:65) and Flynn et al. (<xref ref-type="bibr" rid="CIT0016">2010</xref>:354), respectively. They were tailored to suit the study&#x2019;s context and purpose. All items were measured on a five-point Likert scale. As a general rule to increasing the reliability of a measurement scale with respect to a particular construct, some measurement items have to be eliminated (Bryman &#x0026; Cramer, <xref ref-type="bibr" rid="CIT0004">2003</xref>). As such, item &#x2018;Our company views our major suppliers as suppliers of capabilities (SCP5)&#x2019; which was intended to measure supply chain partnership, had to be eradicated for the purpose of increasing the reliability associated with the construct&#x2019;s measurement scale. All other respective measurement scales were found to be reliable on the whole.</p>
</sec>
</sec>
<sec id="s0016">
<title>Data analysis and results</title>
<sec id="s20017">
<title>Sample description</title>
<p>Of the 700 questionnaires distributed, 271 questionnaires were usable and represented a response rate of 38.7&#x0025;. Logically, this response rate is inadequate to be deemed representative of the entire sample. However, research argues that it is expected that a study much like the current study, which has employed a self-administered questionnaire as a method of collecting data, will yield a low response because of constrictions (e.g. non-response) (Fatoki &#x0026; Asah, <xref ref-type="bibr" rid="CIT0013">2011</xref>). It is, however, argued that results obtained from the response rate speak to some extent the influence that partnership, collaboration and integration have on the supply chain performance of 700 SMEs operating in Gauteng, South Africa. Gauteng is a prominent province which contributes significantly to the South African economy. Small and medium enterprises operating strictly within the province were therefore sampled. The primary aim was to extract results which are therefore impelling and, to some extent, speaking the reality of the SME sector embedded in the economy of South Africa.</p>
<p>Results pertaining to the profile of respondents are provided as follows. From the sample of 271 SMEs, 106 SMEs collectively were sole proprietors and close cooperations, while the least (5) were private companies. A hundred responses were from the retail division, while 78 SMEs had a number of employees that is within the range of 26&#x2013;35.</p>
</sec>
<sec id="s20018">
<title>Structural equation modelling using SmartPLS</title>
<p>Structural equation modelling (SEM), applying SmartPLS statistical software (Ringle, Wende, &#x0026; Will, <xref ref-type="bibr" rid="CIT0049">2005</xref>), was undertaken to examine the study&#x2019;s data with respect to its conceptualised research model. A two-stage procedure of SEM that is compulsory was carried out for analysis (Anderson &#x0026; Gerbing, <xref ref-type="bibr" rid="CIT0001">1988</xref>). Initially, measurement model assessment was conducted where convergent and discriminant validity was examined. In the second stage, structural modelling was undertaken to evaluate causal relationships. Results from this procedure are explained in detail below. The results from the scale accuracy analysis are exhibited in <xref ref-type="table" rid="T0001">Table 1</xref>.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Scale accuracy analysis.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Research construct</th>
<th valign="top" align="center" colspan="2">Descriptive statistics<hr/></th>
<th valign="top" align="center" colspan="2">Cronbach&#x2019;s test<hr/></th>
<th valign="top" align="center" rowspan="2">CR value</th>
<th valign="top" align="center" rowspan="2">AVE value</th>
<th valign="top" align="center" rowspan="2">Factor loading</th>
</tr>
<tr>
<th valign="top" align="center">Mean (scores<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref>)</th>
<th valign="top" align="center">SD</th>
<th valign="top" align="center">Item-total correlation</th>
<th valign="top" align="center">&#x03B1; value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">SCP1</td>
<td align="center">2.97</td>
<td align="center">1.156</td>
<td align="center">0.635</td>
<td align="center" valign="middle" rowspan="4">0.714</td>
<td align="center" valign="middle" rowspan="4">0.787</td>
<td align="center" valign="middle" rowspan="4">0.500</td>
<td align="center">0.585</td>
</tr>
<tr>
<td align="left">SCP2</td>
<td align="center">2.74</td>
<td align="center">1.157</td>
<td align="center">0.634</td>
<td align="center">0.594</td>
</tr>
<tr>
<td align="left">SCP3</td>
<td align="center">3.78</td>
<td align="center">1.065</td>
<td align="center">0.575</td>
<td align="center">0.811</td>
</tr>
<tr>
<td align="left">SCP4</td>
<td align="center">3.13</td>
<td align="center">1.066</td>
<td align="center">0.504</td>
<td align="center">0.767</td>
</tr>
<tr>
<td align="left">SCC1</td>
<td align="center">3.28</td>
<td align="center">1.213</td>
<td align="center">0.562</td>
<td align="center" valign="middle" rowspan="5">0.784</td>
<td align="center" valign="middle" rowspan="5">0.852</td>
<td align="center" valign="middle" rowspan="5">0.537</td>
<td align="center">0.721</td>
</tr>
<tr>
<td align="left">SCC2</td>
<td align="center">3.34</td>
<td align="center">1.089</td>
<td align="center">0.560</td>
<td align="center">0.594</td>
</tr>
<tr>
<td align="left">SCC3</td>
<td align="center">2.75</td>
<td align="center">1.172</td>
<td align="center">0.660</td>
<td align="center">0.787</td>
</tr>
<tr>
<td align="left">SCC4</td>
<td align="center">2.80</td>
<td align="center">1.069</td>
<td align="center">0.712</td>
<td align="center">0.811</td>
</tr>
<tr>
<td align="left">SCC5</td>
<td align="center">2.82</td>
<td align="center">1.082</td>
<td align="center">0.622</td>
<td align="center">0.733</td>
</tr>
<tr>
<td align="left">SCI1</td>
<td align="center">3.92</td>
<td align="center">0.944</td>
<td align="center">0.554</td>
<td align="center" valign="middle" rowspan="6">0.814</td>
<td align="center" valign="middle" rowspan="6">0.867</td>
<td align="center" valign="middle" rowspan="6">0.525</td>
<td align="center">0.663</td>
</tr>
<tr>
<td align="left">SCI2</td>
<td align="center">3.24</td>
<td align="center">1.079</td>
<td align="center">0.561</td>
<td align="center">0.552</td>
</tr>
<tr>
<td align="left">SCI3</td>
<td align="center">2.96</td>
<td align="center">1.106</td>
<td align="center">0.604</td>
<td align="center">0.708</td>
</tr>
<tr>
<td align="left">SCI4</td>
<td align="center">2.80</td>
<td align="center">1.245</td>
<td align="center">0.568</td>
<td align="center">0.697</td>
</tr>
<tr>
<td align="left">SCI5</td>
<td align="center">3.77</td>
<td align="center">1.048</td>
<td align="center">0.682</td>
<td align="center">0.833</td>
</tr>
<tr>
<td align="left">SCI6</td>
<td align="center">3.36</td>
<td align="center">1.182</td>
<td align="center">0.722</td>
<td align="center">0.853</td>
</tr>
<tr>
<td align="left">SCPe1</td>
<td align="center">3.69</td>
<td align="center">1.103</td>
<td align="center">0.664</td>
<td align="center" valign="middle" rowspan="6">0.844</td>
<td align="center" valign="middle" rowspan="6">0.885</td>
<td align="center" valign="middle" rowspan="6">0.563</td>
<td align="center">0.750</td>
</tr>
<tr>
<td align="left">SCPe2</td>
<td align="center">3.73</td>
<td align="center">1.096</td>
<td align="center">0.736</td>
<td align="center">0.814</td>
</tr>
<tr>
<td align="left">SCPe3</td>
<td align="center">3.17</td>
<td align="center">1.246</td>
<td align="center">0.550</td>
<td align="center">0.663</td>
</tr>
<tr>
<td align="left">SCPe4</td>
<td align="center">3.93</td>
<td align="center">1.042</td>
<td align="center">0.534</td>
<td align="center">0.677</td>
</tr>
<tr>
<td align="left">SCPe5</td>
<td align="center">3.29</td>
<td align="center">1.214</td>
<td align="center">0.685</td>
<td align="center">0.833</td>
</tr>
<tr>
<td align="left">SCPe6</td>
<td align="center">3.44</td>
<td align="center">1.189</td>
<td align="center">0.576</td>
<td align="center">0.749</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SCP, supply chain partnership; SCC, supply chain collaboration; SCI, supply chain integration; SCPe, supply chain performance; SD, standard deviation; CR, composite reliability; AVE, average variance extracted.</p></fn>
<fn id="TFN0001"><label>&#x2020;</label><p>, Scores: 1, strongly disagree; 3, moderately agree; 5, strongly agree.</p></fn>
</table-wrap-foot>
</table-wrap>
<sec id="s30019">
<title>Measurement model assessment</title>
<p>To assess convergent validity, it was observed if items loaded well on their respective (a priori) constructs, that is, if the value is &#x2265; 0.600, while discriminant validity was evaluated by making certain that there were no significant inter-research variable cross-loadings (Chin, <xref ref-type="bibr" rid="CIT0008">1998</xref>). As can be seen in <xref ref-type="table" rid="T0001">Table 1</xref>, all items have loadings &#x2265; 0.500, with no correlation between constructs that are greater than 0.754 (see <xref ref-type="table" rid="T0002">Table 2</xref>). These results therefore confirmed convergent and discriminant validity, respectively. According to Chin (<xref ref-type="bibr" rid="CIT0008">1998</xref>), research constructs must have an average variance extracted (AVE) of &#x2265; 0.500 and a composite reliability (CR) of &#x2265; 0.700 (convergent validity). As can be seen in <xref ref-type="table" rid="T0001">Table 1</xref>, all constructs meet these criteria, with AVE and CR by and large equal to or greater than 0.500 and 0.700, respectively. These results therefore validate internal consistency (reliability) and a good account of the latent variable by items (validity).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Correlation between the constructs.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Research constructs</th>
<th valign="top" align="center" colspan="4">Construct correlation<hr/></th>
</tr>
<tr>
<th valign="top" align="center">SCC</th>
<th valign="top" align="center">SCI</th>
<th valign="top" align="center">SCP</th>
<th valign="top" align="center">SCP</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">SCC</td>
<td align="center">1</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">SCI</td>
<td align="center">0.604</td>
<td align="center">1</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">SCP</td>
<td align="center">0.754</td>
<td align="center">0.604</td>
<td align="center">1</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">SCP</td>
<td align="center">0.544</td>
<td align="center">0.652</td>
<td align="center">0.544</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SCP, supply chain partnership; SCC, supply chain collaboration; SCI, supply chain integration; SCPe, supply chain performance.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s30020">
<title>Structural model results</title>
<p><xref ref-type="fig" rid="F0002">Figure 2</xref> and <xref ref-type="table" rid="T0003">Table 3</xref> provide results from the PLS analysis. It is expected that the standardised path coefficients are to be at least 0.200 and preferably greater than 0.300 (Chin, <xref ref-type="bibr" rid="CIT0008">1998</xref>). Bootstrapping (300 re-samples) was utilised to examine the reliability of each coefficient. The results provide support for the hypothesised relationship, that is, H3. The testing of HI and H2 elicited results that do not comply with the recommended threshold. As indicated in <xref ref-type="fig" rid="F0002">Figure 2</xref> and <xref ref-type="table" rid="T0003">Table 3</xref>, the beta coefficients are 0.147 (<italic>p</italic> = 0.310), 0.146 (<italic>p</italic> = 0.170) and 0.475 (<italic>p</italic> = 0.001) for hypothesis 1, hypothesis 2 and hypothesis 3, respectively. <xref ref-type="table" rid="T0003">Table 3</xref> also indicates the <italic>t</italic>-statistics for the study&#x2019;s hypothesis. The maximum <italic>t</italic>-statistic is 3.415 and thus exceeds the recommended threshold of 2. This validates the statistical significance and the support of the hypothesised relationship, that is, H3.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Structural model.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJBM-50-193-g002.tif"/>
</fig>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Results of structural equation model analysis.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Path</th>
<th valign="top" align="center">Hypothesis</th>
<th valign="top" align="center">Beta coefficients (&#x03B2;)</th>
<th valign="top" align="center"><italic>T</italic>&#x2013;statistics</th>
<th valign="top" align="center"><italic>p</italic></th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">SCP &#x2192; SCPe</td>
<td align="center">H1</td>
<td align="center">0.147</td>
<td align="center">1.020</td>
<td align="center">0.310</td>
</tr>
<tr>
<td align="left">SCC &#x2192; SCPe</td>
<td align="center">H2</td>
<td align="center">0.146</td>
<td align="center">1.382</td>
<td align="center">0.170</td>
</tr>
<tr>
<td align="left">SCI &#x2192; SCPe</td>
<td align="center">H3</td>
<td align="center">0.475</td>
<td align="center">3.415</td>
<td align="center">0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>SCP, supply chain partnership; SCC, supply chain collaboration; SCI, supply chain integration; SCPe, supply chain performance.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Overall, <italic>R</italic>&#x00B2; indicates that the research model explains more than 50&#x0025; of the variance in the endogenous variables. With the employment of the formulae provided by Tenenhaus, Vinzi, Chatelin, and Lauro (<xref ref-type="bibr" rid="CIT0060">2005</xref>), the global goodness-of-fit (GoF) statistic for the research model was examined and identified at 0.38, which exceeds the threshold of &#x003E; 0.36 suggested by Wetzels, Odekerken-Schr&#x00F6;der, and Van Oppen (<xref ref-type="bibr" rid="CIT0065">2009</xref>). Thus, this study concludes that the research model has a good overall fit.</p>
</sec>
</sec>
</sec>
<sec id="s0021">
<title>Discussion and conclusions</title>
<p>The primary objective of the study was to examine the influence of supply chain partnership, supply chain collaboration and supply chain integration on supply chain performance. The theory of relational view was adopted to provide a theoretical grounding for the conceptualised research model. In particular, three relationships were hypothesised. To test the hypotheses, data were collected from SMEs in Gauteng Province of South Africa. Drawing from the empirical results, H3 was supported and found to be significant. In contrast, H1 and H2 were rejected.</p>
<p>It is apparent that, singularly, supply chain integration strongly influenced SME supply chain performance as indicated by the beta coefficient, that is, 0.475. In contrast, both supply chain partnership and supply chain collaboration appeared to have a weaker relationship with supply chain performance with correlations exhibiting a beta coefficient of 0.147 and 0.146, respectively. This result is alarming as it is understood that supply chain partnerships and supply chain collaboration allow firms to be synchronised and function cohesively through sharing and pooling resources which provide value. Perhaps the motive behind this is that like many organisations, SMEs are hesitant to engage in partnerships and share their resources because of the susceptibility and exposure of company methods and procedures.</p>
<p>It is contradictory that supply chain integration (&#x03B2;:0.475) singularly has a significant effect on supply chain performance given that logically partnership and collaboration would have a positive impact on supply chain performance as well. This may be difficult to understand because it may also be accepted that partnership and collaboration possess qualities that are integrative by nature. A reason may be that while partnership, collaboration and integration are related on the basis of synchronisation, integration is to some extent different. Deducing from the literature, it is observed that while partnership and collaboration are embraced with the aim of achieving objectives which otherwise cannot be met individually (Kumar &#x0026; Banerjee <xref ref-type="bibr" rid="CIT0032">2012</xref>; cf. Youn et al., <xref ref-type="bibr" rid="CIT0070">2013</xref>), integration provides a similar advantage with the exception that it brings about intense competition between relational firms (Li &#x0026; Chen, <xref ref-type="bibr" rid="CIT0038">2017</xref>) as opposed to conventional team work. For this reason, it is therefore proposed that supply chain integration has a more significant relationship with supply chain performance given that relational firms exhibit intense competition which in general intensifies the aggression of the entire supply chain in relation to another.</p>
</sec>
<sec id="s0022">
<title>Implications of the study</title>
<p>This study is the first to test these relationships with the use of data collected from Gauteng Province of South Africa. Findings from this study provide implications for both practitioners and academicians. On the academic side, the study contributes considerably to the supply chain literature with respect to SMEs. In essence, findings provide authentic support for the proposition that supply chain integration has a more effectual influence on supply chain performance than does supply chain partnership and supply chain collaboration. Additionally, the study made an effort to adopt the theory of relational view which has relevance in supply chain research. Drawing from the results, it can therefore be put forward that the theory of relational view remains insufficient to ground alone some research within the supply chain literature. The current research, however, is expected to further enhance our comprehension of supply chain performance within the SME sector.</p>
<p>From the practitioners&#x2019; perspective, the important dominant role of supply chain integration on supply chain performance is highlighted. Small and medium enterprise owners and their managers could obtain benefits from these findings. Given that empirical evidence has shown that supply chain integration is important with respect to supply chain performance, it is important that firms, particularly SMEs, embrace this activity given that competition is not between individual companies anymore but between supply chains. In order to consistently increase supply chain performance, the SME owners or managers should always direct efforts towards integrating their resources and processes, thus also ensuring consistent fluidity with the functioning of the value chain. A cursory observation indicates that a number of SMEs in South Africa do not have the will to network or collaborate and therefore understand the right ways of doing business. In brief, this study puts forward that if SME owners and their managers can successfully embrace partnership and collaboration, they could turn their companies into successful companies with strengths that cannot be imitated.</p>
</sec>
<sec id="s0023">
<title>Limitations and future research</title>
<p>The study had its limitations. Firstly, the study is confined to the respondents only in Gauteng; therefore, the findings will only be prejudiced with respect to that province in South Africa. The results would be more informative if data from all the provinces are collected, examined and compared. Additionally, while this study focused on South Africa, extending this study to other African countries is also another possible future research direction which may create a different perspective. Secondly, future research could also expand this study&#x2019;s conceptual framework by examining the effects of a larger set of variables, for instance, the effects of the study&#x2019;s antecedents on not only supply chain performance, but also on firm performance and competitive advantage as well. Given that this study did not check the common method bias, it is recommended that future researchers attend to this. The study used the theory of relational view to ground it. However, future studies may perhaps employ other theories such as partnership theory, for instance. This would contribute considerably to generating new knowledge with respect to supply chain performance and SMEs.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>A special thank you to PhD candidate Teboho M. Mofokeng for a significant contribution to this article. The author expresses his gratitude again to the University of the Witwatersrand for funding this study.</p>
<p>Funding for this study is provided by the University of the Witwatersrand.</p>
<sec id="s20024" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20025">
<title>Authors&#x2019; contributions</title>
<p>T.M.M was responsible for the preparation and interpretation of results. T.M.M. also made the conceptual contribution for the general part of study including drawing conclusions from the results and making comparative assessments with the study&#x2019;s objectives and hypotheses. R.C was responsible for administering the experimentation using SmartPLS.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Anderson</surname>, <given-names>J. C</given-names></string-name>., &#x0026; <string-name><surname>Gerbing</surname>, <given-names>D. W</given-names></string-name>.</person-group> (<year>1988</year>). <article-title>Structural equation modeling in practice: A review and recommended two-step approach</article-title>. <source><italic>Psychological Bulletin</italic></source>, <volume>103</volume>(<issue>3</issue>), <fpage>411</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/0033-2909.103.3.411">https://doi.org/10.1037/0033-2909.103.3.411</ext-link></comment></mixed-citation></ref>
<ref id="CIT0002"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Arkhipov</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Ivanov</surname>, <given-names>D</given-names></string-name>.</person-group> (<year>2011</year>). <article-title>An entropy-based approach to simultaneous analysis of supply chain structural complexity and adaptation potential</article-title>. <source><italic>International Journal of Shipping and Transport Logistics</italic></source>, <volume>3</volume>(<issue>2</issue>), <fpage>180</fpage>&#x2013;<lpage>197</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1504/IJSTL.2011.039378">https://doi.org/10.1504/IJSTL.2011.039378</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Aviv</surname>, <given-names>Y</given-names></string-name>.</person-group> (<year>2007</year>). <article-title>On the benefits of collaborative forecasting partnerships between retailers and manufacturers</article-title>. <source><italic>Management Science</italic></source>, <volume>53</volume>(<issue>5</issue>), <fpage>777</fpage>&#x2013;<lpage>794</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1287/mnsc.1060.0654">https://doi.org/10.1287/mnsc.1060.0654</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Bryman</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Bramer</surname>, <given-names>D</given-names></string-name>.</person-group> (<year>2003</year>). <source><italic>Quantitative data analysis with SPSS release 8 for windows: A guide for social scientists</italic></source>. <publisher-loc>London</publisher-loc>: <publisher-name>Routledge</publisher-name>. pp. <fpage>1</fpage>&#x2013;<lpage>304</lpage>.</mixed-citation></ref>
<ref id="CIT0005"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cao</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Zhang</surname>, <given-names>Q</given-names></string-name>.</person-group> (<year>2011</year>). <article-title>Supply chain collaboration: Impact on collaborative advantage and firm performance</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>29</volume>(<issue>3</issue>), <fpage>163</fpage>&#x2013;<lpage>180</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2010.12.008">https://doi.org/10.1016/j.jom.2010.12.008</ext-link></comment></mixed-citation></ref>
<ref id="CIT0006"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chen</surname>, <given-names>I. J</given-names></string-name>., &#x0026; <string-name><surname>Paulraj</surname>, <given-names>A</given-names></string-name>.</person-group> (<year>2004</year>). <article-title>Towards a theory of supply chain management: The constructs and measurements</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>22</volume>(<issue>2</issue>), <fpage>119</fpage>&#x2013;<lpage>150</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2003.12.007">https://doi.org/10.1016/j.jom.2003.12.007</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cheng</surname>, <given-names>C. Y</given-names></string-name>., <string-name><surname>Chen</surname>, <given-names>T. L</given-names></string-name>., &#x0026; <string-name><surname>Chen</surname>, <given-names>Y. Y</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>An analysis of the structural complexity of supply chain networks</article-title>. <source><italic>Applied Mathematical Modelling</italic></source>, <volume>38</volume>(<issue>9&#x2013;10</issue>), <fpage>2328</fpage>&#x2013;<lpage>2344</lpage>.</mixed-citation></ref>
<ref id="CIT0008"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chin</surname>, <given-names>W. W</given-names></string-name>.</person-group> (<year>1998</year>). <article-title>The partial least squares approach to structural equation modeling</article-title>. <source><italic>Modern Methods for Business Research</italic></source>, <volume>295</volume>(<issue>2</issue>), <fpage>295</fpage>&#x2013;<lpage>336</lpage>.</mixed-citation></ref>
<ref id="CIT0009"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Danese</surname>, <given-names>P</given-names></string-name>.</person-group> (<year>2007</year>). <article-title>Designing CPFR collaborations: Insights from seven case studies</article-title>. <source><italic>International Journal of Operations &#x0026; Production Management</italic></source>, <volume>27</volume>(<issue>2</issue>), <fpage>181</fpage>&#x2013;<lpage>204</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/01443570710720612">https://doi.org/10.1108/01443570710720612</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>De Bakker</surname>, <given-names>F. G</given-names></string-name>., <string-name><surname>Fisscher</surname>, <given-names>O. A</given-names></string-name>., &#x0026; <string-name><surname>Brack</surname>, <given-names>A. J</given-names></string-name>.</person-group> (<year>2002</year>). <article-title>Organizing product-oriented environmental management from a firm&#x2019;s perspective</article-title>. <source><italic>Journal of Cleaner Production</italic></source>, <volume>10</volume>(<issue>5</issue>), <fpage>455</fpage>&#x2013;<lpage>464</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0959-6526(02)00012-4">https://doi.org/10.1016/S0959-6526(02)00012-4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Dyer</surname>, <given-names>J. H</given-names></string-name>., &#x0026; <string-name><surname>Singh</surname>, <given-names>H</given-names></string-name>.</person-group> (<year>1998</year>). <article-title>The relational view: Cooperative strategy and sources of interorganizational competitive advantage</article-title>. <source><italic>Academy of Management Review</italic></source>, <volume>23</volume>(<issue>4</issue>), <fpage>660</fpage>&#x2013;<lpage>679</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5465/amr.1998.1255632">https://doi.org/10.5465/amr.1998.1255632</ext-link></comment></mixed-citation></ref>
<ref id="CIT0012"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ellram</surname>, <given-names>L. M</given-names></string-name>., &#x0026; <string-name><surname>Hendrick</surname>, <given-names>T. E</given-names></string-name>.</person-group> (<year>1995</year>). <article-title>Partnering characteristics: A dyadic perspective</article-title>. <source><italic>Journal of Business Logistics</italic></source>, <volume>16</volume>(<issue>1</issue>), <fpage>41</fpage>.</mixed-citation></ref>
<ref id="CIT0013"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fatoki</surname>, <given-names>O</given-names></string-name>., &#x0026; <string-name><surname>Asah</surname>, <given-names>F</given-names></string-name>.</person-group> (<year>2011</year>). <article-title>The impact of firm and entrepreneurial characteristics on access to debt finance by SMEs in King Williams&#x2019; Town, South Africa</article-title>. <source><italic>International Journal of Business and Management</italic></source>, <volume>6</volume>(<issue>8</issue>), <fpage>170</fpage>&#x2013;<lpage>179</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5539/ijbm.v6n8p170">https://doi.org/10.5539/ijbm.v6n8p170</ext-link></comment></mixed-citation></ref>
<ref id="CIT0014"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fatoki</surname>, <given-names>O</given-names></string-name>., &#x0026; <string-name><surname>Odeyemi</surname>, <given-names>A</given-names></string-name>.</person-group> (<year>2010</year>). <article-title>Which new small and medium enterprises in South Africa have access to bank credit?</article-title>. <source><italic>International Journal of Business and Management</italic></source>, <volume>5</volume>(<issue>10</issue>), <fpage>128</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5539/ijbm.v5n10p128">https://doi.org/10.5539/ijbm.v5n10p128</ext-link></comment></mixed-citation></ref>
<ref id="CIT0015"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fawcett</surname>, <given-names>S. E</given-names></string-name>., <string-name><surname>Wallin</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Allred</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Magnan</surname>, <given-names>G</given-names></string-name>.</person-group> (<year>2009</year>). <article-title>Supply chain information-sharing: Benchmarking a proven path</article-title>. <source><italic>Benchmarking: An International Journal</italic></source>, <volume>16</volume>(<issue>2</issue>), <fpage>222</fpage>&#x2013;<lpage>246</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/14635770910948231">https://doi.org/10.1108/14635770910948231</ext-link></comment></mixed-citation></ref>
<ref id="CIT0016"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Flynn</surname>, <given-names>B. B</given-names></string-name>., <string-name><surname>Huo</surname>, <given-names>B</given-names></string-name>., &#x0026; <string-name><surname>Zhao</surname>, <given-names>X</given-names></string-name>.</person-group> (<year>2010</year>). <article-title>The impact of supply chain integration on performance: A contingency and configuration approach</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>28</volume>(<issue>1</issue>), <fpage>58</fpage>&#x2013;<lpage>71</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2009.06.001">https://doi.org/10.1016/j.jom.2009.06.001</ext-link></comment></mixed-citation></ref>
<ref id="CIT0017"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fogliatto</surname>, <given-names>F. S</given-names></string-name>., <string-name><surname>Da Silveira</surname>, <given-names>G. J</given-names></string-name>., &#x0026; <string-name><surname>Borenstein</surname>, <given-names>D</given-names></string-name>.</person-group> (<year>2012</year>). <article-title>The mass customization decade: An updated review of the literature</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>138</volume>(<issue>1</issue>), <fpage>14</fpage>&#x2013;<lpage>25</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2012.03.002">https://doi.org/10.1016/j.ijpe.2012.03.002</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Forza</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Salvador</surname>, <given-names>F</given-names></string-name>.</person-group> (<year>2001</year>). <article-title>Information flows for high-performance manufacturing</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>70</volume>(<issue>1</issue>), <fpage>21</fpage>&#x2013;<lpage>36</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0925-5273(00)00038-4">https://doi.org/10.1016/S0925-5273(00)00038-4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0019"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Frohlich</surname>, <given-names>M. T</given-names></string-name>., &#x0026; <string-name><surname>Westbrook</surname>, <given-names>R</given-names></string-name>.</person-group> (<year>2001</year>). <article-title>Arcs of integration: An international study of supply chain strategies</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>19</volume>(<issue>2</issue>), <fpage>185</fpage>&#x2013;<lpage>200</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0272-6963(00)00055-3">https://doi.org/10.1016/S0272-6963(00)00055-3</ext-link></comment></mixed-citation></ref>
<ref id="CIT0020"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gallear</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Ghobadian</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Chen</surname>, <given-names>W</given-names></string-name>.</person-group> (<year>2012</year>). <article-title>Corporate responsibility, supply chain partnership and performance: An empirical examination</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>140</volume>(<issue>1</issue>), <fpage>83</fpage>&#x2013;<lpage>91</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2012.01.016">https://doi.org/10.1016/j.ijpe.2012.01.016</ext-link></comment></mixed-citation></ref>
<ref id="CIT0021"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ganesh</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Raghunathan</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Rajendran</surname>, <given-names>C</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>The value of information sharing in a multi-product, multi-level supply chain: Impact of product substitution, demand correlation, and partial information sharing</article-title>. <source><italic>Decision Support Systems</italic></source>, <volume>58</volume>, <fpage>79</fpage>&#x2013;<lpage>94</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.dss.2013.01.012">https://doi.org/10.1016/j.dss.2013.01.012</ext-link></comment></mixed-citation></ref>
<ref id="CIT0022"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gavirneni</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Kapuscinski</surname>, <given-names>R</given-names></string-name>., &#x0026; <string-name><surname>Tayur</surname>, <given-names>S</given-names></string-name>.</person-group> (<year>1999</year>). <article-title>Value of information in capacitated supply chains</article-title>. <source><italic>Management Science</italic></source>, <volume>45</volume>(<issue>1</issue>), <fpage>16</fpage>&#x2013;<lpage>24</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1287/mnsc.45.1.16">https://doi.org/10.1287/mnsc.45.1.16</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Goffin</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Lemke</surname>, <given-names>F</given-names></string-name>., &#x0026; <string-name><surname>Szwejczewski</surname>, <given-names>M</given-names></string-name>.</person-group> (<year>2006</year>). <article-title>An exploratory study of &#x201C;close&#x201D; supplier&#x2013;manufacturer relationships</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>24</volume>(<issue>2</issue>), <fpage>189</fpage>&#x2013;<lpage>209</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2005.05.003">https://doi.org/10.1016/j.jom.2005.05.003</ext-link></comment></mixed-citation></ref>
<ref id="CIT0024"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Graham</surname>, <given-names>T. S</given-names></string-name>., <string-name><surname>Daugherty</surname>, <given-names>P. J</given-names></string-name>., &#x0026; <string-name><surname>Dudley</surname>, <given-names>W. N</given-names></string-name>.</person-group> (<year>1994</year>). <article-title>The long-term strategic impact of purchasing partnerships</article-title>. <source><italic>Journal of Supply Chain Management</italic></source>, <volume>30</volume>(<issue>4</issue>), <fpage>13</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1745-493X.1994.tb00269.x">https://doi.org/10.1111/j.1745-493X.1994.tb00269.x</ext-link></comment></mixed-citation></ref>
<ref id="CIT0025"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Green</surname>, <given-names>K. W</given-names></string-name>., &#x0026; <string-name><surname>Inman</surname>, <given-names>R. A</given-names></string-name>.</person-group> (<year>2005</year>). <article-title>Using a just-in-time selling strategy to strengthen supply chain linkages</article-title>. <source><italic>International Journal of Production Research</italic></source>, <volume>43</volume>(<issue>16</issue>), <fpage>3437</fpage>&#x2013;<lpage>3453</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/00207540500118035">https://doi.org/10.1080/00207540500118035</ext-link></comment></mixed-citation></ref>
<ref id="CIT0026"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gumede</surname>, <given-names>V</given-names></string-name>., &#x0026; <string-name><surname>Rasmussen</surname>, <given-names>V</given-names></string-name>.</person-group> (<year>2002</year>). <article-title>Small manufacturing enterprises and exporting in South Africa: A preliminary assessment of key export success factors</article-title>. <source><italic>Journal of Small Business and Enterprise Development</italic></source>, <volume>9</volume>(<issue>2</issue>), <fpage>162</fpage>&#x2013;<lpage>171</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/14626000210427401">https://doi.org/10.1108/14626000210427401</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gunasekaran</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Patel</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>McGaughey</surname>, <given-names>R. E</given-names></string-name>.</person-group> (<year>2004</year>). <article-title>A framework for supply chain performance measurement</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>87</volume>(<issue>3</issue>), <fpage>333</fpage>&#x2013;<lpage>347</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2003.08.003">https://doi.org/10.1016/j.ijpe.2003.08.003</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Huo</surname>, <given-names>B</given-names></string-name>., <string-name><surname>Zhao</surname>, <given-names>X</given-names></string-name>., &#x0026; <string-name><surname>Lai</surname>, <given-names>F</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>Supply chain quality integration: Antecedents and consequences</article-title>. <source><italic>IEEE Transactions on Engineering Management</italic></source>, <volume>61</volume>(<issue>1</issue>), <fpage>38</fpage>&#x2013;<lpage>51</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1109/TEM.2013.2278543">https://doi.org/10.1109/TEM.2013.2278543</ext-link></comment></mixed-citation></ref>
<ref id="CIT0029"><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Investopedia</surname>, <given-names>L. L. C</given-names></string-name>.</person-group> (<year>2015</year>). <article-title>SWOT analysis</article-title>. <source><italic>Investopedia</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.investopedia.com/terms/s/swot.as">http://www.investopedia.com/terms/s/swot.as</ext-link>. Investopedia</comment>.</mixed-citation></ref>
<ref id="CIT0030"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Johnston</surname>, <given-names>D. A</given-names></string-name>., <string-name><surname>McCutcheon</surname>, <given-names>D. M</given-names></string-name>., <string-name><surname>Stuart</surname>, <given-names>F. I</given-names></string-name>., &#x0026; <string-name><surname>Kerwood</surname>, <given-names>H</given-names></string-name>.</person-group> (<year>2004</year>). <article-title>Effects of supplier trust on performance of cooperative supplier relationships</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>22</volume>(<issue>1</issue>), <fpage>23</fpage>&#x2013;<lpage>38</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2003.12.001">https://doi.org/10.1016/j.jom.2003.12.001</ext-link></comment></mixed-citation></ref>
<ref id="CIT0031"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Klassen</surname>, <given-names>R. D</given-names></string-name>., &#x0026; <string-name><surname>McLaughlin</surname>, <given-names>C. P</given-names></string-name>.</person-group> (<year>1996</year>). <article-title>The impact of environmental management on firm performance</article-title>. <source><italic>Management Science</italic></source>, <volume>42</volume>(<issue>8</issue>), <fpage>1199</fpage>&#x2013;<lpage>1214</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1287/mnsc.42.8.1199">https://doi.org/10.1287/mnsc.42.8.1199</ext-link></comment></mixed-citation></ref>
<ref id="CIT0032"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kumar</surname>, <given-names>G</given-names></string-name>., &#x0026; <string-name><surname>Banerjee</surname>, <given-names>R. N</given-names></string-name>.</person-group> (<year>2012</year>). <article-title>An implementation strategy for collaboration in supply chain: An investigation and suggestions</article-title>. <source><italic>International Journal of Services and Operations Management</italic></source>, <volume>11</volume>(<issue>4</issue>), <fpage>407</fpage>&#x2013;<lpage>427</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1504/IJSOM.2012.046077">https://doi.org/10.1504/IJSOM.2012.046077</ext-link></comment></mixed-citation></ref>
<ref id="CIT0033"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kumar</surname>, <given-names>G</given-names></string-name>., <string-name><surname>Banerjee</surname>, <given-names>R. N</given-names></string-name>., <string-name><surname>Meena</surname>, <given-names>P. L</given-names></string-name>., &#x0026; <string-name><surname>Ganguly</surname>, <given-names>K. K</given-names></string-name>.</person-group> (<year>2017</year>). <article-title>Joint planning and problem solving roles in supply chain collaboration</article-title>. <source><italic>IIMB Management Review</italic></source>, <volume>29</volume>(<issue>1</issue>), <fpage>45</fpage>&#x2013;<lpage>57</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.iimb.2017.03.001">https://doi.org/10.1016/j.iimb.2017.03.001</ext-link></comment></mixed-citation></ref>
<ref id="CIT0034"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lambert</surname>, <given-names>D. M</given-names></string-name>., <string-name><surname>Knemeyer</surname>, <given-names>A. M</given-names></string-name>., &#x0026; <string-name><surname>Gardner</surname>, <given-names>J. T</given-names></string-name>.</person-group> (<year>2004</year>). <article-title>Supply chain partnerships: Model validation and implementation</article-title>. <source><italic>Journal of Business Logistics</italic></source>, <volume>25</volume>(<issue>2</issue>), <fpage>21</fpage>&#x2013;<lpage>42</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/j.2158-1592.2004.tb00180.x">https://doi.org/10.1002/j.2158-1592.2004.tb00180.x</ext-link></comment></mixed-citation></ref>
<ref id="CIT0035"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Langroodi</surname>, <given-names>R.R.P</given-names></string-name>., &#x0026; <string-name><surname>Amiri</surname>, <given-names>M</given-names></string-name>.</person-group> (<year>2016</year>). <article-title>A system dynamics modeling approach for a multi-level, multi-product, multi-region supply chain under demand uncertainty</article-title>. <source><italic>Expert Systems with Applications</italic></source>, <volume>51</volume>, <fpage>231</fpage>&#x2013;<lpage>244</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.eswa.2015.12.043">https://doi.org/10.1016/j.eswa.2015.12.043</ext-link></comment></mixed-citation></ref>
<ref id="CIT0036"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lee</surname>, <given-names>H. L</given-names></string-name>., <string-name><surname>So</surname>, <given-names>K. C</given-names></string-name>., &#x0026; <string-name><surname>Tang</surname>, <given-names>C. S</given-names></string-name>.</person-group> (<year>2000</year>). <article-title>The value of information sharing in a two-level supply chain</article-title>. <source><italic>Management Science</italic></source>, <volume>46</volume>(<issue>5</issue>), <fpage>626</fpage>&#x2013;<lpage>643</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/j.2158-1592.2004.tb00180.x">https://doi.org/10.1002/j.2158-1592.2004.tb00180.x</ext-link></comment></mixed-citation></ref>
<ref id="CIT0037"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Li</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Lin</surname>, <given-names>B</given-names></string-name>.</person-group> (<year>2006</year>). <article-title>Accessing information sharing and information quality in supply chain management</article-title>. <source><italic>Decision Support Systems</italic></source>, <volume>42</volume>(<issue>3</issue>), <fpage>1641</fpage>&#x2013;<lpage>1656</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.dss.2006.02.011">https://doi.org/10.1016/j.dss.2006.02.011</ext-link></comment></mixed-citation></ref>
<ref id="CIT0038"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Li</surname>, <given-names>W</given-names></string-name>., &#x0026; <string-name><surname>Chen</surname>, <given-names>J</given-names></string-name>.</person-group> (<year>2017</year>). <article-title>Backward integration strategy in a retailer Stackelberg supply chain</article-title>. <source><italic>Omega</italic></source>, <volume>75</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.omega.2017.03.002">https://doi.org/10.1016/j.omega.2017.03.002</ext-link></comment></mixed-citation></ref>
<ref id="CIT0039"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lin</surname>, <given-names>C</given-names></string-name>., <string-name><surname>Chow</surname>, <given-names>W. S</given-names></string-name>., <string-name><surname>Madu</surname>, <given-names>C. N</given-names></string-name>., <string-name><surname>Kuei</surname>, <given-names>C. H</given-names></string-name>., &#x0026; <string-name><surname>Yu</surname>, <given-names>P. P</given-names></string-name>.</person-group> (<year>2005</year>). <article-title>A structural equation model of supply chain quality management and organizational performance</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>96</volume>(<issue>3</issue>), <fpage>355</fpage>&#x2013;<lpage>365</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2004.05.009">https://doi.org/10.1016/j.ijpe.2004.05.009</ext-link></comment></mixed-citation></ref>
<ref id="CIT0040"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lin</surname>, <given-names>Y. T</given-names></string-name>., <string-name><surname>Parlakt&#x00FC;rk</surname>, <given-names>A. K</given-names></string-name>., &#x0026; <string-name><surname>Swaminathan</surname>, <given-names>J. M</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>Vertical integration under competition: Forward, backward, or no integration?</article-title>. <source><italic>Production and Operations Management</italic></source>, <volume>23</volume>(<issue>1</issue>), <fpage>19</fpage>&#x2013;<lpage>35</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/poms.12030">https://doi.org/10.1111/poms.12030</ext-link></comment></mixed-citation></ref>
<ref id="CIT0041"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lu</surname>, <given-names>S. Y. P</given-names></string-name>., <string-name><surname>Lau</surname>, <given-names>H. Y. K</given-names></string-name>., &#x0026; <string-name><surname>Yiu</surname>, <given-names>C. K. F</given-names></string-name>.</person-group> (<year>2012</year>). <article-title>A hybrid solution to collaborative decision-making in a decentralized supply-chain</article-title>. <source><italic>Journal of Engineering and Technology Management</italic></source>, <volume>29</volume>(<issue>1</issue>), <fpage>95</fpage>&#x2013;<lpage>111</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jengtecman.2011.09.008">https://doi.org/10.1016/j.jengtecman.2011.09.008</ext-link></comment></mixed-citation></ref>
<ref id="CIT0042"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mentzer</surname>, <given-names>J. T</given-names></string-name>., <string-name><surname>Min</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Zacharia</surname>, <given-names>Z. G</given-names></string-name>.</person-group> (<year>2000</year>). <article-title>The nature of interfirm partnering in supply chain management</article-title>. <source><italic>Journal of Retailing</italic></source>, <volume>76</volume>(<issue>4</issue>), <fpage>549</fpage>&#x2013;<lpage>568</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0022-4359(00)00040-3">https://doi.org/10.1016/S0022-4359(00)00040-3</ext-link></comment></mixed-citation></ref>
<ref id="CIT0043"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mohr</surname>, <given-names>J</given-names></string-name>., &#x0026; <string-name><surname>Spekman</surname>, <given-names>R</given-names></string-name>.</person-group> (<year>1994</year>). <article-title>Characteristics of partnership success: Partnership attributes, communication behavior, and conflict resolution techniques</article-title>. <source><italic>Strategic Management Journal</italic></source>, <volume>15</volume>(<issue>2</issue>), <fpage>135</fpage>&#x2013;<lpage>152</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/smj.4250150205">https://doi.org/10.1002/smj.4250150205</ext-link></comment></mixed-citation></ref>
<ref id="CIT0044"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Montabon</surname>, <given-names>F</given-names></string-name>., <string-name><surname>Sroufe</surname>, <given-names>R</given-names></string-name>., &#x0026; <string-name><surname>Narasimhan</surname>, <given-names>R</given-names></string-name>.</person-group> (<year>2007</year>). <article-title>An examination of corporate reporting, environmental management practices and firm performance</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>25</volume>(<issue>5</issue>), <fpage>998</fpage>&#x2013;<lpage>1014</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2006.10.003">https://doi.org/10.1016/j.jom.2006.10.003</ext-link></comment></mixed-citation></ref>
<ref id="CIT0045"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Nyaga</surname>, <given-names>G. N</given-names></string-name>., <string-name><surname>Whipple</surname>, <given-names>J. M</given-names></string-name>., &#x0026; <string-name><surname>Lynch</surname>, <given-names>D. F</given-names></string-name>.</person-group> (<year>2010</year>). <article-title>Examining supply chain relationships: Do buyer and supplier perspectives on collaborative relationships differ?</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>28</volume>(<issue>2</issue>), <fpage>101</fpage>&#x2013;<lpage>114</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2009.07.005">https://doi.org/10.1016/j.jom.2009.07.005</ext-link></comment></mixed-citation></ref>
<ref id="CIT0046"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Qu</surname>, <given-names>W. G</given-names></string-name>., &#x0026; <string-name><surname>Yang</surname>, <given-names>Z. Y</given-names></string-name>.</person-group> (<year>2015</year>). <article-title>The effect of uncertainty avoidance and social trust on supply chain collaboration</article-title>. <source><italic>Journal of Business Research</italic></source>, <volume>68</volume>(<issue>5</issue>), <fpage>911</fpage>&#x2013;<lpage>918</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jbusres.2014.09.017">https://doi.org/10.1016/j.jbusres.2014.09.017</ext-link></comment></mixed-citation></ref>
<ref id="CIT0047"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ramanathan</surname>, <given-names>U</given-names></string-name>., &#x0026; <string-name><surname>Gunasekaran</surname>, <given-names>A</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>Supply chain collaboration: Impact of success in long-term partnerships</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>147</volume>, <fpage>252</fpage>&#x2013;<lpage>259</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2012.06.002">https://doi.org/10.1016/j.ijpe.2012.06.002</ext-link></comment></mixed-citation></ref>
<ref id="CIT0048"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ramanathan</surname>, <given-names>U</given-names></string-name>., &#x0026; <string-name><surname>Muyldermans</surname>, <given-names>L</given-names></string-name>.</person-group> (<year>2010</year>). <article-title>Identifying demand factors for promotional planning and forecasting: A case of a soft drink company in the UK</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>128</volume>(<issue>2</issue>), <fpage>538</fpage>&#x2013;<lpage>545</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2010.07.007">https://doi.org/10.1016/j.ijpe.2010.07.007</ext-link></comment></mixed-citation></ref>
<ref id="CIT0049"><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Ringle</surname>, <given-names>C. M</given-names></string-name>., <string-name><surname>Wende</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Will</surname>, <given-names>A</given-names></string-name>.</person-group> (<year>2005</year>). <source><italic>SmartPLS 2.0</italic> (beta)</source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.smartpls.de">http://www.smartpls.de</ext-link></comment></mixed-citation></ref>
<ref id="CIT0050"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Romano</surname>, <given-names>P</given-names></string-name>., &#x0026; <string-name><surname>Vinelli</surname>, <given-names>A</given-names></string-name>.</person-group> (<year>2001</year>). <article-title>Quality management in a supply chain perspective: Strategic and operative choices in a textile-apparel network</article-title>. <source><italic>International Journal of Operations &#x0026; Production Management</italic></source>, <volume>21</volume>(<issue>4</issue>), <fpage>446</fpage>&#x2013;<lpage>460</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/01443570110381363">https://doi.org/10.1108/01443570110381363</ext-link></comment></mixed-citation></ref>
<ref id="CIT0051"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Salvador</surname>, <given-names>F</given-names></string-name>., <string-name><surname>De Holan</surname>, <given-names>P. M</given-names></string-name>., &#x0026; <string-name><surname>Piller</surname>, <given-names>F. T</given-names></string-name>.</person-group> (<year>2009</year>). <article-title>Cracking the code of mass customization</article-title>. <source><italic>MIT Sloan Management Review</italic></source>, <volume>50</volume>(<issue>3</issue>), <fpage>71</fpage>.</mixed-citation></ref>
<ref id="CIT0052"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Salvador</surname>, <given-names>F</given-names></string-name>., <string-name><surname>Forza</surname>, <given-names>C</given-names></string-name>., &#x0026; <string-name><surname>Rungtusanatham</surname>, <given-names>M</given-names></string-name>.</person-group> (<year>2002</year>). <article-title>Modularity, product variety, production volume, and component sourcing: Theorizing beyond generic prescriptions</article-title>. <source><italic>Journal of Operations Management</italic></source>, <volume>20</volume>(<issue>5</issue>), <fpage>549</fpage>&#x2013;<lpage>575</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0272-6963(02)00027-X">https://doi.org/10.1016/S0272-6963(02)00027-X</ext-link></comment></mixed-citation></ref>
<ref id="CIT0053"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Schaltegger</surname>, <given-names>S</given-names></string-name>., &#x0026; <string-name><surname>Burritt</surname>, <given-names>R</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>Measuring and managing sustainability performance of supply chains: Review and sustainability supply chain management framework</article-title>. <source><italic>Supply Chain Management: An International Journal</italic></source>, <volume>19</volume>(<issue>3</issue>), <fpage>232</fpage>&#x2013;<lpage>241</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/SCM-02-2014-0061">https://doi.org/10.1108/SCM-02-2014-0061</ext-link></comment></mixed-citation></ref>
<ref id="CIT0054"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sila</surname>, <given-names>I</given-names></string-name>., <string-name><surname>Ebrahimpour</surname>, <given-names>M</given-names></string-name>., &#x0026; <string-name><surname>Birkholz</surname>, <given-names>C</given-names></string-name>.</person-group> (<year>2006</year>). <article-title>Quality in supply chains: An empirical analysis</article-title>. <source><italic>Supply Chain Management: An International Journal</italic></source>, <volume>11</volume>(<issue>6</issue>), <fpage>491</fpage>&#x2013;<lpage>502</lpage>.</mixed-citation></ref>
<ref id="CIT0055"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Simatupang</surname>, <given-names>T. M</given-names></string-name>., &#x0026; <string-name><surname>Sridharan</surname>, <given-names>R</given-names></string-name>.</person-group> (<year>2005</year>). <article-title>The collaboration index: A measure for supply chain collaboration</article-title>. <source><italic>International Journal of Physical Distribution &#x0026; Logistics Management</italic></source>, <volume>35</volume>(<issue>1</issue>), <fpage>44</fpage>&#x2013;<lpage>62</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/09600030510577421">https://doi.org/10.1108/09600030510577421</ext-link></comment></mixed-citation></ref>
<ref id="CIT0056"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Simchi-Levi</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Simchi-Levi</surname>, <given-names>E</given-names></string-name>., &#x0026; <string-name><surname>Kaminsky</surname>, <given-names>P</given-names></string-name>.</person-group> (<year>1999</year>). <source><italic>Designing and managing the supply chain: Concepts, strategies, and cases</italic></source>. <publisher-loc>New York</publisher-loc>: <publisher-name>McGraw-Hill</publisher-name>.</mixed-citation></ref>
<ref id="CIT0057"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sodhi</surname>, <given-names>M. S</given-names></string-name>., &#x0026; <string-name><surname>Son</surname>, <given-names>B. G</given-names></string-name>.</person-group> (<year>2009</year>). <article-title>Supply-chain partnership performance</article-title>. <source><italic>Transportation Research Part E: Logistics and Transportation Review</italic></source>, <volume>45</volume>(<issue>6</issue>), <fpage>937</fpage>&#x2013;<lpage>945</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tre.2009.05.004">https://doi.org/10.1016/j.tre.2009.05.004</ext-link></comment></mixed-citation></ref>
<ref id="CIT0058"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Srinivasan</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Kurey</surname>, <given-names>B</given-names></string-name>.</person-group> (<year>2014</year>). <article-title>Creating a culture of quality</article-title>. <source><italic>Harvard Business Review</italic></source>, <volume>92</volume>(<issue>4</issue>), <fpage>23</fpage>&#x2013;<lpage>25</lpage>.</mixed-citation></ref>
<ref id="CIT0059"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Srinivasan</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Mukherjee</surname>, <given-names>D</given-names></string-name>., &#x0026; <string-name><surname>Gaur</surname>, <given-names>A. S</given-names></string-name>.</person-group> (<year>2011</year>). <article-title>Buyer&#x2013;supplier partnership quality and supply chain performance: Moderating role of risks, and environmental uncertainty</article-title>. <source><italic>European Management Journal</italic></source>, <volume>29</volume>(<issue>4</issue>), <fpage>260</fpage>&#x2013;<lpage>271</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.emj.2011.02.004">https://doi.org/10.1016/j.emj.2011.02.004</ext-link></comment></mixed-citation></ref>
<ref id="CIT0060"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Tenenhaus</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Vinzi</surname>, <given-names>V. E</given-names></string-name>., <string-name><surname>Chatelin</surname>, <given-names>Y. M</given-names></string-name>., &#x0026; <string-name><surname>Lauro</surname>, <given-names>C</given-names></string-name>.</person-group> (<year>2005</year>). <article-title>PLS path modeling</article-title>. <source><italic>Computational Statistics &#x0026; Data Analysis</italic></source>, <volume>48</volume>(<issue>1</issue>), <fpage>159</fpage>&#x2013;<lpage>205</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.csda.2004.03.005">https://doi.org/10.1016/j.csda.2004.03.005</ext-link></comment></mixed-citation></ref>
<ref id="CIT0061"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Toktay</surname>, <given-names>L. B</given-names></string-name>., <string-name><surname>Wein</surname>, <given-names>L. M</given-names></string-name>., &#x0026; <string-name><surname>Zenios</surname>, <given-names>S. A</given-names></string-name>.</person-group> (<year>2000</year>). <article-title>Inventory management of remanufacturable products</article-title>. <source><italic>Management Science</italic></source>, <volume>46</volume>(<issue>11</issue>), <fpage>1412</fpage>&#x2013;<lpage>1426</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1287/mnsc.46.11.1412.12082">https://doi.org/10.1287/mnsc.46.11.1412.12082</ext-link></comment></mixed-citation></ref>
<ref id="CIT0062"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Um</surname>, <given-names>J</given-names></string-name>., <string-name><surname>Lyons</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Lam</surname>, <given-names>H. K</given-names></string-name>., <string-name><surname>Cheng</surname>, <given-names>T. C. E</given-names></string-name>., &#x0026; <string-name><surname>Dominguez-Pery</surname>, <given-names>C</given-names></string-name>.</person-group> (<year>2017</year>). <article-title>Product variety management and supply chain performance: A capability perspective on their relationships and competitiveness implications</article-title>. <source><italic>International Journal of Production Economics</italic></source>, <volume>187</volume>, <fpage>15</fpage>&#x2013;<lpage>26</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2017.02.005">https://doi.org/10.1016/j.ijpe.2017.02.005</ext-link></comment></mixed-citation></ref>
<ref id="CIT0063"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vahabzadeh</surname>, <given-names>A. H</given-names></string-name>., <string-name><surname>Asiaei</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Zailani</surname>, <given-names>S</given-names></string-name>.</person-group> (<year>2015</year>). <article-title>Green decision-making model in reverse logistics using FUZZY-VIKOR method</article-title>. <source><italic>Resources, Conservation and Recycling</italic></source>, <volume>103</volume>, <fpage>125</fpage>&#x2013;<lpage>138</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.resconrec.2015.05.023">https://doi.org/10.1016/j.resconrec.2015.05.023</ext-link></comment></mixed-citation></ref>
<ref id="CIT0064"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>VICS</collab></person-group>. (<year>2002</year>). <source><italic>CPFR guidelines voluntary inter-industry commerce standards</italic></source>. <comment>Retrieved from <ext-link ext-link-type="uri" xlink:href="http://www.cpfr.org">www.cpfr.org</ext-link></comment></mixed-citation></ref>
<ref id="CIT0065"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wetzels</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Odekerken-Schr&#x00F6;der</surname>, <given-names>G</given-names></string-name>., &#x0026; <string-name><surname>Van Oppen</surname>, <given-names>C</given-names></string-name>.</person-group> (<year>2009</year>). <article-title>Using PLS path modeling for assessing hierarchical construct models: Guidelines and empirical illustration</article-title>. <source><italic>MIS Quarterly</italic></source>, <volume>33</volume>(<issue>1</issue>), <fpage>177</fpage>&#x2013;<lpage>195</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2307/20650284">https://doi.org/10.2307/20650284</ext-link></comment></mixed-citation></ref>
<ref id="CIT0066"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wieland</surname>, <given-names>A</given-names></string-name>., &#x0026; <string-name><surname>Marcus Wallenburg</surname>, <given-names>C</given-names></string-name>.</person-group> (<year>2013</year>). <article-title>The influence of relational competencies on supply chain resilience: A relational view</article-title>. <source><italic>International Journal of Physical Distribution &#x0026; Logistics Management</italic></source>, <volume>43</volume>(<issue>4</issue>), <fpage>300</fpage>&#x2013;<lpage>320</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/IJPDLM-08-2012-0243">https://doi.org/10.1108/IJPDLM-08-2012-0243</ext-link></comment></mixed-citation></ref>
<ref id="CIT0067"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yang</surname>, <given-names>B</given-names></string-name>., &#x0026; <string-name><surname>Burns</surname>, <given-names>N</given-names></string-name>.</person-group> (<year>2003</year>). <article-title>Implications of postponement for the supply chain</article-title>. <source><italic>International Journal of Production Research</italic></source>, <volume>41</volume>(<issue>9</issue>), <fpage>2075</fpage>&#x2013;<lpage>2090</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/00207544031000077284">https://doi.org/10.1080/00207544031000077284</ext-link></comment></mixed-citation></ref>
<ref id="CIT0068"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yeung</surname>, <given-names>H. W. C</given-names></string-name>., &#x0026; <string-name><surname>Coe</surname>, <given-names>N. M</given-names></string-name>.</person-group> (<year>2015</year>). <article-title>Toward a dynamic theory of global production networks</article-title>. <source><italic>Economic Geography</italic></source>, <volume>91</volume>(<issue>1</issue>), <fpage>29</fpage>&#x2013;<lpage>58</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ecge.12063">https://doi.org/10.1111/ecge.12063</ext-link></comment></mixed-citation></ref>
<ref id="CIT0069"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Yeung</surname>, <given-names>R. W</given-names></string-name>.</person-group> (<year>2008</year>). <source><italic>Information theory and network coding</italic></source>. <publisher-loc>New York</publisher-loc>: <publisher-name>Springer Science &#x0026; Business Media</publisher-name>.</mixed-citation></ref>
<ref id="CIT0070"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Youn</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Yang</surname>, <given-names>M. G</given-names></string-name>., <string-name><surname>Hong</surname>, <given-names>P</given-names></string-name>., &#x0026; <string-name><surname>Park</surname>, <given-names>K</given-names></string-name>.</person-group> (<year>2013</year>). <article-title>Strategic supply chain partnership, environmental supply chain management practices, and performance outcomes: An empirical study of Korean firms</article-title>. <source><italic>Journal of Cleaner Production</italic></source>, <volume>56</volume>, <fpage>121</fpage>&#x2013;<lpage>130</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jclepro.2011.09.026">https://doi.org/10.1016/j.jclepro.2011.09.026</ext-link></comment></mixed-citation></ref>
<ref id="CIT0071"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Zhang</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Qi</surname>, <given-names>Y</given-names></string-name>., <string-name><surname>Zhao</surname>, <given-names>X</given-names></string-name>., &#x0026; <string-name><surname>Duray</surname>, <given-names>R</given-names></string-name>.</person-group> (<year>2015</year>). <article-title>Mass customisation systems: Complementarities and performance consequences</article-title>. <source><italic>International Journal of Logistics Research and Applications</italic></source>, <volume>18</volume>(<issue>6</issue>), <fpage>459</fpage>&#x2013;<lpage>475</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/13675567.2015.1015507">https://doi.org/10.1080/13675567.2015.1015507</ext-link></comment></mixed-citation></ref>
<ref id="CIT0072"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Zhao</surname>, <given-names>L</given-names></string-name>., <string-name><surname>Huo</surname>, <given-names>B</given-names></string-name>., <string-name><surname>Sun</surname>, <given-names>L</given-names></string-name>., &#x0026; <string-name><surname>Zhao</surname>, <given-names>X</given-names></string-name>.</person-group> (<year>2013</year>). <article-title>The impact of supply chain risk on supply chain integration and company performance: A global investigation</article-title>. <source><italic>Supply Chain Management International Journal</italic></source>, <volume>18</volume>(<issue>2</issue>), <fpage>115</fpage>&#x2013;<lpage>131</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1108/13598541311318773">https://doi.org/10.1108/13598541311318773</ext-link></comment></mixed-citation></ref>
</ref-list>
<app-group>
<app id="app001">
<title>Appendix 1</title>
<sec id="s0026">
<title>Measurement items</title>
<boxed-text id="B0001">
<label>BOX 1-A1</label>
<caption><p>Supply chain partnership.</p></caption>
<p>SCP1: Our company benefits from problem-solving with our major suppliers.</p>
<p>SCP2: Our company involves our major suppliers in new product or service development.</p>
<p>SCP3: Our company shares important or technical information with our major suppliers.</p>
<p>SCP4: Our company wants to make long-term commitment with our major suppliers to achieve mutually acceptable outcomes.</p>
<p>SCP5: Our company views our major suppliers as suppliers of capabilities.</p>
<p><italic>Source</italic>: Gallear, D., Ghobadian, A. &#x0026; Chen, W., 2012, &#x2018;Corporate responsibility, supply chain partnership and performance: An empirical examination&#x2019;, <italic>International Journal of Production Economics</italic> 140(1), 83&#x2013;91. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijpe.2012.01.016">https://doi.org/10.1016/j.ijpe.2012.01.016</ext-link></p>
</boxed-text>
<boxed-text id="B0002">
<label>BOX 2-A1</label>
<caption><p>Supply chain collaboration.</p></caption>
<p>SCC1: Our company and our major suppliers have agreed on the goals of the company.</p>
<p>SCC2: Our company and our major suppliers have agreed on the importance of collaboration across the company.</p>
<p>SCC3: Our company and our major suppliers have agreed on the importance of improvements that benefit the company as a whole.</p>
<p>SCC4: Our company and our major suppliers are working together to achieve the goal of the company.</p>
<p>SCC5: Our company and our major suppliers implement collaboration plans to achieve the goals of the company.</p>
<p><italic>Source</italic>: Cao, M. &#x0026; Zhang, Q., 2011, &#x2018;Supply chain collaboration: Impact on collaborative advantage and firm performance&#x2019;, <italic>Journal of Operations Management</italic> 29(3), 163&#x2013;180. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2010.12.008">https://doi.org/10.1016/j.jom.2010.12.008</ext-link></p>
</boxed-text>
<boxed-text id="B0003">
<label>BOX 3-A1</label>
<caption><p>Supply chain integration.</p></caption>
<p>SCI1: Our company exchanges information with our major suppliers through information networks.</p>
<p>SCI2: Our company maintains stable procurement through networks with our major suppliers.</p>
<p>SCI3: Our company and our major suppliers share information on available inventory.</p>
<p>SCI4: Our company and our major suppliers share production schedules.</p>
<p>SCI5: Our company and our major suppliers share their production capacity.</p>
<p>SCI6: Our company helps our major supplier to improve their process to better meet the needs of our company.</p>
<p><italic>Source</italic>: Flynn, B.B., Huo, B. &#x0026; Zhao, X., 2010, &#x2018;The impact of supply chain integration on performance: A contingency and configuration approach&#x2019;, <italic>Journal of Operations Management</italic> 28(1), 58&#x2013;71. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2009.06.001">https://doi.org/10.1016/j.jom.2009.06.001</ext-link></p>
</boxed-text>
<boxed-text id="B0004">
<label>BOX 4-A1</label>
<caption><p>Supply chain performance.</p></caption>
<p>SCPe1: Our company can quickly modify products to meet our major customer&#x2019;s requirements.</p>
<p>SCPe2: Our company can quickly introduce new products into the market.</p>
<p>SCPe3: Our company can quickly respond to change in the market demand.</p>
<p>SCPe4: Our company has an outstanding on-time delivery record to our major customer.</p>
<p>SCPe5: Our company&#x2019;s lead time for fulfilling customer orders is short.</p>
<p>SCPe6: Our company provides a high level of customer service to our major customer.</p>
<p><italic>Source</italic>: Flynn, B.B., Huo, B. &#x0026; Zhao, X., 2010, &#x2018;The impact of supply chain integration on performance: A contingency and configuration approach&#x2019;, <italic>Journal of Operations Management</italic> 28(1), 58&#x2013;71. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jom.2009.06.001">https://doi.org/10.1016/j.jom.2009.06.001</ext-link></p>
</boxed-text>
</sec>
</app>
</app-group>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Mofokeng, T.M., &#x0026; Chinomona, R. (2019). Supply chain partnership, supply chain collaboration and supply chain integration as the antecedents of supply chain performance. <italic>South African Journal of Business Management</italic> 50(1), a193. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajbm.v50i1.193">https://doi.org/10.4102/sajbm.v50i1.193</ext-link></p></fn>
</fn-group>
</back>
</article>