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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">JTSCM</journal-id>
<journal-title-group>
<journal-title>Journal of Transport and Supply Chain Management</journal-title>
</journal-title-group>
<issn pub-type="ppub">2310-8789</issn>
<issn pub-type="epub">1995-5235</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">JTSCM-17-874</article-id>
<article-id pub-id-type="doi">10.4102/jtscm.v17i0.874</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Readiness factors affecting e-procurement in South African government departments</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9064-6723</contrib-id>
<name>
<surname>Maepa</surname>
<given-names>Dineo N.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-8582-2606</contrib-id>
<name>
<surname>Mpwanya</surname>
<given-names>Musenga F.</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/0000-0002-9255-5075</contrib-id>
<name>
<surname>Phume</surname>
<given-names>Tshishikhawe B.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Marketing, Supply Chain and Sport Management, Faculty of Management Sciences, Tshwane University of Technology, Tshwane, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Musenga Mpwanya, <email xlink:href="francismpwanya@gmail.com">francismpwanya@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>29</day><month>06</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>17</volume>
<elocation-id>874</elocation-id>
<history>
<date date-type="received"><day>25</day><month>11</month><year>2022</year></date>
<date date-type="accepted"><day>22</day><month>02</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023. The Authors</copyright-statement>
<copyright-year>2023</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>South Africa&#x2019;s government departments use a manual paper-based procurement system with some electronic features despite the high level of human interference contributing to corruption, favouritism and inefficiency associated with manual paper-based procurement system. This suggests a lack of readiness towards full e-procurement adoption in South Africa&#x2019;s public sector. However, studies on readiness factors affecting e-procurement adoption have been scantly investigated in multiple government departments in South Africa.</p>
</sec>
<sec id="st2">
<title>Objectives</title>
<p>This study aims to determine the readiness factors that affect e-procurement in multiple government departments in South Africa.</p>
</sec>
<sec id="st3">
<title>Method</title>
<p>A quantitative research design was adopted to sample 113 public procurement officials using a cluster sampling method from five identified national government departments across five ministerial clusters. The data were collected using an online self-administered survey questionnaire and processed and analysed through Stata Release 15 statistical analysis software.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>Six factors were identified to influence e-procurement readiness in South African government departments. These include technology and organisation&#x2019;s finance, among others. These factors will aid in effective planning of government departments regarding e-procurement readiness.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>Government departments should consider the factors that influence e-procurement readiness when deciding to adopt e-procurement system. This would help government departments to plan effectively e-procurement acquisition, running and training of users and thereby streamlining their procurement processes, reducing operating costs and minimising corruption.</p>
</sec>
<sec id="st6">
<title>Contribution</title>
<p>This study fills a lack of knowledge on the readiness factors affecting e-PP adoption in the South African government department context. The knowledge of these factors, generated through empirical analysis, would guide government departments when deciding on e-PP readiness and streamline procurement processes in South Africa.</p>
</sec>
</abstract>
<kwd-group>
<kwd>public procurement</kwd>
<kwd>e-procurement</kwd>
<kwd>e-procurement readiness</kwd>
<kwd>e-readiness</kwd>
<kwd>e-procurement technology adoption</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>The advancement in technology is providing opportunities for governments worldwide to revolutionise the way they procure goods, works and services. Procurement function is transitioning from traditional paper-based processes to electronic procurement (e-procurement) (Bartai &#x0026; Kimutai <xref ref-type="bibr" rid="CIT0006">2018</xref>:45; Boakye, Asante &#x0026; Dadzie <xref ref-type="bibr" rid="CIT0009">2019</xref>:67). E-procurement is the use of information and communication technology (ICT) to execute part or all the procurement process (Masudin et al. <xref ref-type="bibr" rid="CIT0038">2021</xref>:1). Lately, e-procurement has become one of the tools for electronic government (e-Government) efforts to better serve citizens and business in the digital economy (Mohungoo, Brown &#x0026; Kabanda <xref ref-type="bibr" rid="CIT0041">2020</xref>:47). In South Africa and globally, governments have transformed their procurement processes to take full advantage of the potential offered by electronic commerce (e-Commerce) by replacing various phases of manual public procurement with electronic means.</p>
<p>The various problems associated with traditional, manual paper-based procurement systems demand the adoption of e-procurement (Ofori &#x0026; Fuseini <xref ref-type="bibr" rid="CIT0047">2020</xref>:30). These problems include high level of human contacts (Duma <xref ref-type="bibr" rid="CIT0015">2018</xref>:28), favouritism (Keulemans &#x0026; Van De Walle <xref ref-type="bibr" rid="CIT0028">2017</xref>:328), inefficiency, ineffectiveness and corruption (Daoud &#x0026; Ibrahim <xref ref-type="bibr" rid="CIT0014">2018</xref>:2; Koto &#x0026; Kanjere <xref ref-type="bibr" rid="CIT0031">2021</xref>:66; National Treasury <xref ref-type="bibr" rid="CIT0062">2015c</xref>). Because of these problems, it is critical to adopt an e-procurement system that automates all processes to eliminate the need for manual processes (Tutu et al. <xref ref-type="bibr" rid="CIT0068">2019</xref>:2). Despite e-procurement emerging as a tool for reforming public procurement, the adoption of e-procurement remains a significant challenge (Masudin et al. <xref ref-type="bibr" rid="CIT0038">2021</xref>:11). Consistent with the government environment, it is stressed that most public institutions in developing countries are still grappling with the proper introduction of e-procurement (Mohungoo et al. <xref ref-type="bibr" rid="CIT0041">2020</xref>:47). This is because the adoption of an e-procurement system is dependent on the development and implementation of policies and strategic planning. It is also necessary to examine the government&#x2019;s expectations, level of technology use, procurement structure and public sector environment for successful e-procurement adoption (Jain, Abidi &#x0026; Bandyopadhayay <xref ref-type="bibr" rid="CIT0027">2018</xref>:91). The adoption of e-procurement would require electronic readiness (e-readiness) of government departments.</p>
<p>The likelihood (level) of government departments for adopting e-procurement is also influenced by how government departments view the benefits of e-procurement. South African government departments are having difficulty realising the full benefits of e-procurement adoption because of National Treasury&#x2019;s decision that initiates phases in transforming procurement from a traditional paper-based to electronic, where 45&#x0025; of public procurement is still being conducted manually (Ambe <xref ref-type="bibr" rid="CIT0002">2016</xref>:287; National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:6). In addition, the paper-based procurement system involves high level of human interference, which often negates the integrity and efficacy of the procurement system in the public sector (Duma <xref ref-type="bibr" rid="CIT0015">2018</xref>:28). This contributes to the corruption, favouritism and inefficiency of South Africa&#x2019;s public procurement system (Anthony <xref ref-type="bibr" rid="CIT0003">2018</xref>:44; Daoud &#x0026; Ibrahim <xref ref-type="bibr" rid="CIT0014">2018</xref>:2; Keulemans &#x0026; Van De Walle <xref ref-type="bibr" rid="CIT0028">2017</xref>:328; Koto &#x0026; Kanjere <xref ref-type="bibr" rid="CIT0031">2021</xref>:66; Kramer <xref ref-type="bibr" rid="CIT0032">2016</xref>:11; National Treasury <xref ref-type="bibr" rid="CIT0060">2015</xref>). Despite these inherent challenges of South Africa&#x2019;s public procurement, there are limited studies focusing on readiness factors affecting e-procurement adoption in multiple government departments in South Africa. Therefore, the assessment of readiness of government departments to adopt e-procurement is paramount to fill this literature gap.</p>
<p>This study aims to determine factors that affect e-procurement readiness in South African government departments and make recommendations that will assist government departments in understanding the factors influencing e-procurement readiness.</p>
</sec>
<sec id="s0002">
<title>Literature review</title>
<sec id="s20003">
<title>Public procurement and e-procurement</title>
<p>Procurement is regarded as a vital tool for meeting government needs for goods, services and works (Yano &#x0026; Nondi <xref ref-type="bibr" rid="CIT0072">2018</xref>:292) and for potentially creating opportunities for savings and economies of scales (Gurria <xref ref-type="bibr" rid="CIT0023">2016</xref>:3; Organisation for Economic Cooperation and Development [OECD] <xref ref-type="bibr" rid="CIT0050">2019</xref>:3). As public procurement uses a significant proportion of public funds, it is vital that procurement processes to be transparent and well managed to ensure high-quality service delivery to citizenry (OECD <xref ref-type="bibr" rid="CIT0049">2017</xref>).</p>
<p>According to Gabela and Okeke-Uzodike (<xref ref-type="bibr" rid="CIT0021">2020</xref>:639), public procurement is a component of supply chain management (SCM) that focuses on the sourcing and purchase of goods, works and services in the public sector. In South Africa, the National Treasury and the Office of the Chief Procurement Officer (OCPO) compel government departments to follow procurement processes and regulations in order to achieve procurement performance in the supply value chain (National Treasury <xref ref-type="bibr" rid="CIT0062">2015c</xref>). As public sector efficiency is accomplished through a streamlined procurement function, the quest for effective and efficient procurement has been raging since the introduction of e-procurement.</p>
<p>The procurement function is transitioning from traditional paper-based approaches to e-procurement as a result of the growing use of the Internet (Bartai &#x0026; Kimutai <xref ref-type="bibr" rid="CIT0006">2018</xref>:45; Boakye et al. <xref ref-type="bibr" rid="CIT0009">2019</xref>:67). E-procurement, as opposed to paper-based methods, is the automation of the procurement of goods, works and services using information technology (IT) based communication and processing. E-procurement is defined by Croom and Brandon-Jones (<xref ref-type="bibr" rid="CIT0013">2005</xref>:369) and Masudin et al. (<xref ref-type="bibr" rid="CIT0038">2021</xref>:1) as the use of ICT to carry out a portion or the complete procurement process. The goal of e-procurement is to keep all public entities&#x2019; procurement systems streamlined (Ahmed <xref ref-type="bibr" rid="CIT0001">2018</xref>:14) and cost efficient. It also aims to minimise direct human involvement affecting procurement processes between suppliers and procurement officials, which is the most common source of corruption in public procurement (United Nations Office on Drugs and Crime <xref ref-type="bibr" rid="CIT0070">2013</xref>:27). Information and communication technology-enabled technologies like e-procurement have emerged as an important tool for reducing the risk of corruption in public procurement processes (Mohungoo et al. <xref ref-type="bibr" rid="CIT0041">2020</xref>:47). Consistent with this view, Chen et al. (<xref ref-type="bibr" rid="CIT0011">2021</xref>:4) state that e-procurement lowers mistakes in the provision of goods, works and services, as well as accounting errors and provides speedier payment processes and less bureaucratic procedures. According to Kusi et al. (<xref ref-type="bibr" rid="CIT0033">2016</xref>:634), government departments may only use e-procurement to minimise administrative and operational costs if business processes are optimised. In comparison to paper-based procurement, e-procurement is regarded as a standard, secure and trustworthy global communication technology (Kramer <xref ref-type="bibr" rid="CIT0032">2016</xref>:1).</p>
<p>All areas of procurement, including selection, bidding, payment and inventory management, might benefit from an Internet-based procurement process such as e-procurement (Tonkin <xref ref-type="bibr" rid="CIT0067">2003</xref>:7). E-procurement solutions enable to meet a variety of public sector procurement objectives (e.g. efficiency, often referred to as value for money; accountability; transparency and openness; integrity; equal opportunities; fair treatment of service providers; fostering job creation; promoting employment of disabled individuals, just to name these) by reducing administrative costs for both government and business while also increasing monitoring of procurement trends, contracts and price (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:6).</p>
</sec>
<sec id="s20004">
<title>E-procurement technology adoption</title>
<p>The adoption of new technology systems has significantly altered the aims of the public sector, and e-procurement could not have come at a better time to connect government departments and suppliers through an online platform that automates the whole public procurement process (Mahmood <xref ref-type="bibr" rid="CIT0036">2013</xref>:120). A goal of e-procurement, according to Ahmed (<xref ref-type="bibr" rid="CIT0001">2018</xref>:14), is to increase efficiency and transparency in public procurement by creating a comprehensive e-procurement system that would be used by all departments in government. In reference to this goal, it is important to note that in South Africa government departments and constitutional institutions are under the authority, and custodianship of the National Treasury in so far as systems such as e-procurement is concerned.</p>
<p>The use of e-procurement is necessitated by the need to address the many problems linked with the traditional paper-based procurement method (Ofori &#x0026; Fuseini <xref ref-type="bibr" rid="CIT0047">2020</xref>:30). At the same time, e-procurement is not a panacea to all of the problems associated with manual procurement processes because it has its own set of challenges that may impede the optimal achievement of the desired procurement goals (Kramer <xref ref-type="bibr" rid="CIT0032">2016</xref>:17; Sithole <xref ref-type="bibr" rid="CIT0058">2017</xref>:42). However, the advantages of e-procurement outweigh the disadvantages, and it is a viable solution for reforming public procurement while maintaining its integrity (Maepa <xref ref-type="bibr" rid="CIT0035">2022</xref>:32).</p>
<p>The procurement literature gives a thorough description of all the benefits of adopting an e-procurement system for both private and public sectors (Belisari, Appolloni &#x0026; Cerruti <xref ref-type="bibr" rid="CIT0008">2019</xref>:221). The use of e-procurement technology is expected to modernise government procurement and enable the government to:</p>
<list list-type="bullet">
<list-item><p>reduce the administrative load on government and businesses,</p></list-item>
<list-item><p>ensure that procurement information is reported consistently,</p></list-item>
<list-item><p>source strategically by analysing procurement data more effectively and</p></list-item>
<list-item><p>have effective procurement patterns, contracts and price monitoring experience (National Treasury <xref ref-type="bibr" rid="CIT0060">2015</xref>:60).</p></list-item>
</list>
<sec id="s30005">
<title>E-procurement systems in South Africa</title>
<p>Electronic features have been integrated into South Africa&#x2019;s manual E-procurement technology adoption since 2015 (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:6). This coincided with the establishment of the Electronic Tender (eTender) publication portal and the Central Supplier Database (CSD), both of which are maintained by the OCPO (National Treasury <xref ref-type="bibr" rid="CIT0060">2015</xref>:1). Their implementation has simplified procurement processes for both government departments and suppliers. Despite this procurement process improvement, eTender and CSD are part of a fragmented and underused technology system as 45&#x0025; of South African procurement is still done manually (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:6).</p>
</sec>
</sec>
<sec id="s20006">
<title>eTender portal</title>
<p>One of the OCPO&#x2019;s initiatives is the eTender Publications Portal, which provides access to information on all public sector tenders (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:7). The eTender publication platform seeks to streamline the procurement process, as well as to increase possibilities for South African businesses to locate and compete for government bidding opportunities (National Treasury <xref ref-type="bibr" rid="CIT0060">2015</xref>).</p>
<p>With the launch of eTender, tender advertisements in newspapers and the government gazette have been phased out (Nene <xref ref-type="bibr" rid="CIT0044">2015</xref>:17). Consequently, government-procuring entities have saved money by reducing the need to print bid documents (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:7). Nonetheless, the sale of bidding documents remains an impediment to potential suppliers getting information about advertised tenders (National Treasury <xref ref-type="bibr" rid="CIT0060">2015</xref>). Some governmental entities have been seen to sell bidding documents, and bidders are forced to purchase the documents in order to get tender information such as specifications and terms of reference.</p>
<p>The eTender has promoted fairness and opened up competition by ensuring that suppliers have access to the same information at all times. Simply allowing potential bidders to be alerted of announced, cancelled and awarded bids by visiting the portal, eTender has decreased the distance and/or location barrier.</p>
</sec>
<sec id="s20007">
<title>Central supplier database</title>
<p>The CSD is also a part of the OCPO&#x2019;s initiatives, which is a single database that serves as the repository for all government supplier records (Statistics South Africa <xref ref-type="bibr" rid="CIT0065">2017</xref>). Since its inception, the CSD has had a supplier&#x2019;s register with the goal of providing unified, accurate, up-to-date, full and verified supplier information. By minimising duplication of registration of suppliers at various public entities, the government has saved millions of South African Rands (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:7). New potential suppliers interested in doing business with the government must register with the National Treasury once and are urged to use the CSD&#x2019;s website&#x2019;s streamlined self-registration feature (Nene <xref ref-type="bibr" rid="CIT0044">2015</xref>:17). The initiatives and measures proposed by the government aim to increase SCM performance while reducing operating costs related to the procurement system and software infrastructure maintenance of the database of each government department.</p>
<p>The CSD lacks some capabilities as supplier rotation is not included as it is the responsibility of each department or public entity to establish supplier rotation policy to ensure fairness, openness and compliance (Mpehle &#x0026; Mudogwa <xref ref-type="bibr" rid="CIT0043">2020</xref>:7). Because there is no mechanism in place to rotate suppliers, procurement officials may choose to rotate their favourite (preferred) suppliers for personal benefit, which will have an impact on service delivery (Zitha, Sebola &#x0026; Mamabolo <xref ref-type="bibr" rid="CIT0073">2016</xref>:67).</p>
<p>The South African government has been working to restore the lost integrity of SCM, as well as to improve and streamline procurement in the public sector, through the use of electronic features into procurement processes. According to Kramer (<xref ref-type="bibr" rid="CIT0032">2016</xref>:6), South Africa&#x2019;s e-procurement system has succeeded in modernising the outdated public procurement system through the introduction of electronic communication channels between government-procuring entities and potential suppliers.</p>
<sec id="s30008">
<title>E-procurement advantages and challenges</title>
<p>The extent to which government departments see the advantages of E-procurement technology adoption. This is because government departments must adopt e-procurement if they are instructed to do so based on the advantages thereof. E-procurement advantages in the public sector include decreased transaction errors and costs, better customer service, less paper transactions, a quicker order cycle and improved supplier relationships (Fazekas &#x0026; Blum <xref ref-type="bibr" rid="CIT0019">2021</xref>:10). These advantages may also be achieved in the public sector by ensuring the best value for money for taxpayers, uniform procurement practices across government departments and environmentally friendly practice as a consequence of a &#x2018;paperless&#x2019; process (Samoei &#x0026; Ndede <xref ref-type="bibr" rid="CIT0057">2018</xref>:388). Mpehle and Mudogwa (<xref ref-type="bibr" rid="CIT0043">2020</xref>:4) further state that through engagement, suppliers should as well be informed about the advantages of e-procurement.</p>
<p>Despite the various advantages of e-procurement, South African government departments must confront a number of challenges when they adopt the system. The challenges of government departments&#x2019; readiness to use e-procurement, according to Orina (<xref ref-type="bibr" rid="CIT0051">2013</xref>:34), include IT and Internet transaction skills, resistance to change and a lack of enthusiasm among officials. United Nations Department of Economic and Social Affairs (<xref ref-type="bibr" rid="CIT0069">2018</xref>:3) points out that the main challenge in developing a new procurement system (e.g. e-PP) is changing the mindset of existing procurement officials to accept new approaches and practices.</p>
<p>In South Africa, one of the major challenges to successful e-procurement readiness is the fragmentation of operating systems among government departments (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:6). Supply chain management processes are currently supported by a variety of procurement systems that are fragmented, underused and have different capacities, scalability and performance (National Treasury <xref ref-type="bibr" rid="CIT0062">2015c</xref>). Procurement systems used by South Africa&#x2019;s national government departments include the Logistical Information System (LOGIS, the ordering system), Basic Accounting System (BAS, the payment system), Intenda, Procure to Pay, Hardcat and System Administrative Processes (SAP), among others (National Treasury <xref ref-type="bibr" rid="CIT0060">2015</xref>:61). It is apparent that disparities in ICT usage are hard to manage and integrate. As Dza, Fisher and Gapp (<xref ref-type="bibr" rid="CIT0062">2015c</xref>) point out, ICT usage disparities often lead to cost and effort duplication, as well as confusion and difficulties in procurement decision-making. Because e-procurement systems are incompatible with existing procurement methods, creating an end-to-end e-procurement system is more difficult (Rukuni, Maziriri &#x0026; Mulaudzi <xref ref-type="bibr" rid="CIT0056">2020</xref>:411). To prevent this, integrating the hardware and software components with ICT system is an important consideration for organisations that seek to enhance their operational efficiency (Isikdag et al. <xref ref-type="bibr" rid="CIT0026">2011</xref>:117; Patel, Kumar &#x0026; Khajuria <xref ref-type="bibr" rid="CIT0053">2016</xref>:265). This holds true for government departments that use various procurement systems supported by differing ICT systems, as pointed out by National Treasury (<xref ref-type="bibr" rid="CIT0062">2015c</xref>).</p>
<p>The fundamental purpose of adopting e-procurement in the public sector is to decrease the problems associated with traditional paper-based procurement while also supporting a more integrated and open process. Adopting a paperless procurement system will increase procurement efficiency as all relevant data would be accessible and traceable electronically (Costa, Arantes &#x0026; Tavares <xref ref-type="bibr" rid="CIT0012">2013</xref>:239). However, the challenges stated in the preceding paragraph highlight critical areas that require more investigation in order to achieve successful e-procurement readiness and adoption.</p>
</sec>
<sec id="s30009">
<title>E-procurement critical success factors</title>
<p>A government department&#x2019;s readiness and desire to use E-procurement technology adoption can be determined by various factors. According to Masudin et al. (<xref ref-type="bibr" rid="CIT0038">2021</xref>:3), senior management must understand the critical success factors (CSFs) associated with ICT adoption for public-sector institutions to be successful in adopting e-procurement. A survey study conducted by Gunasekaran et al. (<xref ref-type="bibr" rid="CIT0022">2009</xref>:169) on small and medium enterprises in the South Coast of Massachusetts identified six CSFs for successfully adopting e-procurement: a clear and viable implementation phase, the engagement of stakeholders, communication between participants, the usage of prototypes and the centralised management and administration of e-procurement initiatives. Similarly, Jain et al. (<xref ref-type="bibr" rid="CIT0027">2018</xref>:103) identified administrative support, employee training, location and department of implementation as main CSFs for successful e-procurement implementation in the automotive industry in India. The authors went on to state that any e-procurement implementation might be a waste if these main CSFs are not considered (Jain et al. <xref ref-type="bibr" rid="CIT0027">2018</xref>:103). As a result, CSFs seek to assure the successful adoption and implementation of e-procurement, as a well adopted e-procurement system can connect government departments with suppliers (Ngeta &#x0026; Kisimbii <xref ref-type="bibr" rid="CIT0045">2020</xref>:16).</p>
<p>Mose, Njihia and Magutu (<xref ref-type="bibr" rid="CIT0042">2013</xref>:375) assessed CSFs and challenges related to e-procurement adoption among large manufacturing companies in Kenya. Their findings identified four CSFs organisations should consider when adopting e-procurement, namely employee and management commitment to e-procurement adoption success, IT and supplier performance dependability, monitoring the performance of the e-procurement system and user acceptance of the e-procurement system. Although both studies were conducted in the private sector and in foreign countries, South African government departments through National Treasury could refer to or consider these CSFs when migrating from paper-based procurement to e-procurement.</p>
</sec>
</sec>
<sec id="s20010">
<title>Electronic readiness in e-procurement adoption</title>
<sec id="s30011">
<title>E-readiness concept</title>
<p>Priambodo et al. (<xref ref-type="bibr" rid="CIT0054">2021</xref>:867) define e-Tender portal as a measure that indicates if an organisation is ready to adopt and utilise e-procurement. Brandon-Jones and Kauppi (<xref ref-type="bibr" rid="CIT0010">2018</xref>:2) emphasise the need for readiness assessment considering the poor outcome of e-procurement adoption at a Dutch institution. To ensure a successful e-procurement readiness, expectations, level, structure and environment need to be factored and/or assessed altogether (Jain et al. <xref ref-type="bibr" rid="CIT0027">2018</xref>:91). According to the World Bank (<xref ref-type="bibr" rid="CIT0071">2005</xref>:10), assessing e-procurement readiness within countries is paramount as it enables effective planning and positive reforms. The purpose of e-procurement readiness assessment is to:</p>
<list list-type="bullet">
<list-item><p>raise awareness of the capacities that must be in place to ensure a reasonable foundation for success in the e-procurement development process;</p></list-item>
<list-item><p>describe the context in which e-procurement development will take place;</p></list-item>
<list-item><p>inform the establishment of broad and/or sectoral e-procurement strategies and action plans; and</p></list-item>
<list-item><p>provide a tool for monitoring and evaluating e-procurement readiness (UNDESA <xref ref-type="bibr" rid="CIT0069">2018</xref>:42).</p></list-item>
</list>
</sec>
</sec>
<sec id="s20012">
<title>Readiness factors in e-procurement adoption</title>
<p>The readiness to adopt e-procurement results in the automation and streamlining of procurement processes, reducing the time and cost of doing business for both the government and suppliers. Because of greater competition, e-procurement adoption readiness leads to better value for money spent, equal opportunity for all suppliers and eventually eliminates corruption (Oppong <xref ref-type="bibr" rid="CIT0048">2020</xref>:26). In order to determine e-procurement readiness, government departments need to consider e-procurement environments: the operational environment, legal environment, economic environment, organisational environment and technological environment (Australia Department of Finance and Administration <xref ref-type="bibr" rid="CIT0005">2005</xref>:2; Orina <xref ref-type="bibr" rid="CIT0051">2013</xref>:10).</p>
<p>In the operating environment, the government should examine factors such as procurement structures, e-procurement support levels and the drivers of e-procurement adoption. With regard to the legal environment, the government needs to assess readiness by taking into account local, national and international regulations and laws. The economic environment has an impact on both the buyer and the supplier, who should cover the costs of setting up and managing the e-procurement system. The organisational environment is centred on the anticipated degree of adoption. With regard to the technological environment, the government needs to focus on the necessary infrastructure at all levels in order to properly administer the e-procurement system.</p>
</sec>
</sec>
<sec id="s0013">
<title>Methodology</title>
<sec id="s20014">
<title>Research design and sampling</title>
<p>This study adopted a descriptive research design. A descriptive research design refers to the collection of data that accurately portrays the characteristics of a topic of interest (Thomas <xref ref-type="bibr" rid="CIT0066">2021</xref>:59). Probability cluster sampling was used to realise a sample size of 113 respondents, as shown in <xref ref-type="table" rid="T0001">Table 1</xref>. These respondents were procurement officials from various levels of management (i.e. low, middle and senior management service) in South African national government departments (Department of Mineral Resources and Energy, DMRE; Department of Health, DOH; Department of Home Affairs, DHA; Department of Small Business Development, DSBD and Department of Tourism, DOT). The sample units comprised five identified national government departments from South Africa&#x2019;s ministerial clusters: economic sectors, investment, employment and infrastructure development; social protection, community and human development; governance, state capacity and institutional development; justice, crime prevention, and security and international cooperation, trade and security. These five national government departments were selected to provide a comprehensive understanding about readiness factors affecting e-procurement adoption in South Africa.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Breakdown of sample size.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Ministerial clusters</th>
<th valign="top" align="left">Government departments</th>
<th valign="top" align="center">Realised sample</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Economic sectors, investment, employment and infrastructure development</td>
<td align="left">DMRE</td>
<td align="center">50</td>
</tr>
<tr>
<td align="left">Social protection, community and human development</td>
<td align="left">DOH</td>
<td align="center">22</td>
</tr>
<tr>
<td align="left">Governance, state capacity and institutional development</td>
<td align="left">DHA</td>
<td align="center">20</td>
</tr>
<tr>
<td align="left">Justice, crime prevention and security</td>
<td align="left">DSBD</td>
<td align="center">14</td>
</tr>
<tr>
<td align="left">International cooperation, trade and security</td>
<td align="left">DOT</td>
<td align="center">7</td>
</tr>
<tr>
<td align="left" colspan="3"><hr/></td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="left"></td>
<td align="center"><bold>113</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>DMRE, Department of Mineral Resources and Energy; DOH, Department of Health; DHA, Department of Home Affairs; DSBD, Department of Small Business Development; DOT, Department of Tourism.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s20015">
<title>Data collection and questionnaire</title>
<p>A self-administered online survey questionnaire was used to collect data. The online questionnaire was built via Survey Monkey platform, which has emerged as a commonly used tool for respondent invitation and/or recruitment as well as data collection in quantitative research (McDaniel &#x0026; Gates <xref ref-type="bibr" rid="CIT0040">2015</xref>:297). It was linked to email addresses of public procurement officials obtained from a database of a consulting company contracted to manage the online survey questionnaire. The questionnaire was an adapted measuring instrument employed in similar studies to ensure contextual suitability and avoid bias, as recommended by Malhotra, Nunan and Birks (<xref ref-type="bibr" rid="CIT0037">2017</xref>:328). It comprised questions relative to demographic aspects as well as factors influencing e-procurement readiness in South Africa&#x2019;s government departments. To measure e-procurement readiness constructs, a five-point Likert scale was used, ranging from 5 &#x2018;strongly agree&#x2019; to 1 &#x2018;strongly disagree&#x2019;.</p>
</sec>
<sec id="s20016">
<title>Statistical analysis</title>
<p>Data were analysed using Stata Release 15, a data analysis and statistics application (Thomas <xref ref-type="bibr" rid="CIT0066">2021</xref>:164). The discriminatory nature of each value category was assessed by employing factor analysis. Each value category was then analysed through Cronbach&#x2019;s alpha to evaluate the internal consistency within value assessments. Eigenvalues were calculated to determine the number of factors to include in factor analysis. A heuristically accepted approach used in this study was the retention of factors with eigenvalues equal or above 1 (&#x2265; 1) (Field, Miles &#x0026; Field <xref ref-type="bibr" rid="CIT0020">2012</xref>). Eigenvalues show how even the variance distribution in the correlated matrix is (Field et al. <xref ref-type="bibr" rid="CIT0020">2012</xref>). They measurably ascertain the varying amount of the observed variables susceptible of explaining a factor. A factor displaying an eigenvalue 1 explains more variance than one observed variable. Generally, the factors explaining the lowest number of variances are disregarded.</p>
<p>Cronbach&#x2019;s alpha calculations were performed to test the internal consistency of the items associated with e-procurement adoption readiness. Cronbach&#x2019;s alpha values for the 24 items of the questionnaire range between 0.653 and 0.856, as shown in <xref ref-type="table" rid="T0002">Table 2</xref>. These values surpassed 0.60, the minimum requirement for internal consistency, as recommended by Nunnally (<xref ref-type="bibr" rid="CIT0046">1978</xref>).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Item internal consistency statistics.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Questionnaire</th>
<th valign="top" align="center">Cronbach&#x2019;s alpha</th>
<th valign="top" align="center">Number of items</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="3"><bold>Item range</bold></td>
</tr>
<tr>
<td align="left">IR 4_5; 5_1 &#x2013; 5_6</td>
<td align="center">0.856</td>
<td align="center">7</td>
</tr>
<tr>
<td align="left">IR 2_1 &#x2013; 2_5</td>
<td align="center">0.759</td>
<td align="center">5</td>
</tr>
<tr>
<td align="left">IR 3_2 _ 3_4</td>
<td align="center">0.653</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">IR 1_3 _ 1_4; 3_1; 4_6; 5_8</td>
<td align="center">0.725</td>
<td align="center">5</td>
</tr>
<tr>
<td align="left">IR 4_1 &#x2013; 4_4</td>
<td align="center">0.707</td>
<td align="center">4</td>
</tr>
<tr>
<td align="left" colspan="3"><hr/></td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Total questionnaire items</bold></td>
<td align="center">24</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The Cronbach&#x2019;s alpha metric is generally accepted and used for scale reliability, which is an important step in factor analysis (Field et al. <xref ref-type="bibr" rid="CIT0020">2012</xref>). A factor analysis with varimax rotation was also employed to determine the factorial structure of the items. Statistical values obtained for both sample adequacy and sphericity met the preconditions for performing factor analysis, showing 0.820 for the Kaiser-Meyer-Olkin (KMO) measure and <italic>p</italic> &#x003C; 0.001 for the Bartlett&#x2019;s test in <xref ref-type="table" rid="T0003">Table 3</xref> (the KMO value exceeded the recommended value of 0.6 and the statistically significant <italic>p</italic> value is consistent with the correlation matrix factorability principle), as advocated by Pallant (<xref ref-type="bibr" rid="CIT0052">2007</xref>).</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Kaiser-Meyer-Olkin and Bartlett&#x2019;s test values.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Kaiser-Meyer-Olkin measure of sampling adequacy</th>
<th valign="top" align="center">0.820</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="2"><bold>Bartlett&#x2019;s test of sphericity</bold></td>
</tr>
<tr>
<td align="left">Approx. chi-square</td>
<td align="center">1245.755</td>
</tr>
<tr>
<td align="left">Df.</td>
<td align="center">351</td>
</tr>
<tr>
<td align="left">Sig.</td>
<td align="center">0.000</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s20017">
<title>Ethical considerations</title>
<p>This study obtained ethical clearance by Faculty of Management Sciences Research Ethics Committee (FCRE) of Tshwane University of Technology on 03/06/2022 (FCRE2020/FR/04/003-MS).</p>
</sec>
</sec>
<sec id="s0018">
<title>Results and analysis</title>
<p>Factor analysis was performed using the principal factor extraction with a varimax rotation method. <xref ref-type="table" rid="T0004">Table 4</xref> provides the variance percentage and cumulative variance percentage for each factor. In total, 27 factors for six main criteria were assessed. These main criteria factors altogether accounted for 59&#x0025; of the variance. All factor loadings are above 0.4, cut-off point considered as meaningful and significant (Hair et al. <xref ref-type="bibr" rid="CIT0024">2019</xref>:151; Laher, Fynn &#x0026; Kramer <xref ref-type="bibr" rid="CIT0034">2019</xref>:56) and 10 factors display factor loadings higher than 0.7.</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Factor structure of principal factors extraction and varimax rotation.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Item number</th>
<th valign="top" align="center">Factor loadings</th>
<th valign="top" align="center">&#x0025; of variance explained</th>
<th valign="top" align="center">Cumulative &#x0025; of variance explained</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" colspan="4"><bold>Factor 1: Technological factor (TF)</bold></td>
</tr>
<tr>
<td align="left">Impact of leadership on e-procurement adoption (TF1)</td>
<td align="center">0.439</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Migration from paper-based to e-procurement challenges (TF2)</td>
<td align="center">0.581</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">System compatibilities in implementing the new IT system (TF3)</td>
<td align="center">0.638</td>
<td align="center">29.870</td>
<td align="center">29.870</td>
</tr>
<tr>
<td align="left">Systems software infrastructure (TF4)</td>
<td align="center">0.708</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Network system adequacy (TF5)</td>
<td align="center">0.808</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">IT Staff preparedness (TF6)</td>
<td align="center">0.742</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="4"><bold>Factor 2: Legal factor (LF)</bold></td>
</tr>
<tr>
<td align="left">National legislations on the adoption of e-procurement (LF1)</td>
<td align="center">0.747</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">International laws on the adoption of e-procurement (LF2)</td>
<td align="center">0.494</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Current South African legal framework (LF3)</td>
<td align="center">0.781</td>
<td align="center">8.000</td>
<td align="center">37.870</td>
</tr>
<tr>
<td align="left">Impact of anticipated changes to the South African legal framework on e-procurement adoption (LF4)</td>
<td align="center">0.612</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Favourable legal framework to adopt e-procurement (LF5)</td>
<td align="center">0.508</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="4"><bold>Factor 3: Financial factor (FF)</bold></td>
</tr>
<tr>
<td align="left">Financial challenges (FF1)</td>
<td align="center">0.567</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Perceived hidden costs (short term or long term) (FF2)</td>
<td align="center">0.703</td>
<td align="center">5.830</td>
<td align="center">43.700</td>
</tr>
<tr>
<td align="left">Economic challenges relative to sourcing for clients (FF3)</td>
<td align="center">0.739</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="4"><bold>Factor 4: Procurement structure factor (PSF)</bold></td>
</tr>
<tr>
<td align="left">Use of partial electronic features (PSF1)</td>
<td align="center">0.406</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Overall level of e-procurement adoption (PSF2)</td>
<td align="center">0.717</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Decrease of operating costs (PSF3)</td>
<td align="center">0.588</td>
<td align="center">5.400</td>
<td align="center">49.100</td>
</tr>
<tr>
<td align="left">System implementation (PSF4)</td>
<td align="center">0.434</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Technical challenges in e-procurement system adoption (PSF5)</td>
<td align="center">0.684</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="4"><bold>Factor 5: Leadership factor (LDF)</bold></td>
</tr>
<tr>
<td align="left">Ethical challenges in e-procurement adoption (LDF1)</td>
<td align="center">0.449</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Negative attitude of employees towards adoption of e-procurement system (LDF2)</td>
<td align="center">0.800</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Transparency challenges in e-procurement adoption (LDF3)</td>
<td align="center">0.455</td>
<td align="center">5.260</td>
<td align="center">54.360</td>
</tr>
<tr>
<td align="left">Accountability issues in e-procurement adoption (LDF4)</td>
<td align="center">0.615</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">System implementation (LDF5)</td>
<td align="center">0.468</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left" colspan="4"><bold>Factor 6: Procurement policy factor (PPF)</bold></td>
</tr>
<tr>
<td align="left">Effect of government&#x2019;s procurement policy on e-procurement system implementation (PPF1)</td>
<td align="center">0.711</td>
<td align="center">5.000</td>
<td align="center">59.360</td>
</tr>
<tr>
<td align="left">Government&#x2019;s procurement structural system (PPF2)</td>
<td align="center">0.529</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Each factor is very important for effective readiness, adoption and implementation of e-procurement within South African government departments, and each is briefly defined as follows.</p>
<sec id="s20019">
<title>Technological factor</title>
<p>The technological factor deals with the use of required infrastructure to enable organisation, including the government, to disseminate and monitor and e-procurement service (Orina <xref ref-type="bibr" rid="CIT0051">2013</xref>:10). It plays a vital role in establishing the readiness of government departments in the adoption and implementation of e-procurement (Roy &#x0026; Upadhyay <xref ref-type="bibr" rid="CIT0055">2017</xref>:67). The implementation of e-procurement requires due consideration of:</p>
<list list-type="bullet">
<list-item><p>Leadership: The involvement and support of leadership in the oversight of e-procurement adoption project and allocation of necessary resources are paramount for government departments to ensure readiness in adopting and implementing e-procurement system effectively.</p></list-item>
<list-item><p>E-procurement adoption challenges: A progressive migration towards e-procurement adoption and implementation comes with challenges that government departments in South Africa need to address. These include, among others, staff resistance to change, lack of IT and Internet transaction skills and lack of staff enthusiasm (Orina <xref ref-type="bibr" rid="CIT0051">2013</xref>).</p></list-item>
<list-item><p>Systems compatibilities: When using a mixture of traditional paper based with some e-procurement features, as is the case of South Africa (National Treasury <xref ref-type="bibr" rid="CIT0062">2015c</xref>), IT systems employed need to be compatible to ensure effective running of the IT machinery of government departments.</p></list-item>
<list-item><p>System software infrastructure, network system adequacy: Government department users need to be able to operate an adequately built and maintained system software infrastructure with a reliable network system in order to deliver required services to citizens and trade with their service providers of goods, services and works.</p></list-item>
<list-item><p>Information technology staff preparedness and user upskilling: IT staff need to be prepared to use the e-procurement system and train users of their various divisions or functional units to use e-procurement system successfully. This would address e-procurement adoption challenges highlighted by Orina (<xref ref-type="bibr" rid="CIT0051">2013</xref>) and improve service delivery to both citizens and communication with their service providers.</p></list-item>
</list>
</sec>
<sec id="s20020">
<title>Legal factor</title>
<p>Legal and regulatory framework outlines guidelines in the e-procurement administration and practice. This framework includes national legislations and international laws:</p>
<list list-type="bullet">
<list-item><p>National legislation: South Africa&#x2019;s current legislation that governs public procurement does not make specific references to e-procurement (Anthony <xref ref-type="bibr" rid="CIT0003">2018</xref>:44; Mpehle &#x0026; Mudogwa <xref ref-type="bibr" rid="CIT0043">2020</xref>:5). Bausa et al. (<xref ref-type="bibr" rid="CIT0007">2013</xref>) caution that lack of e-procurement legal framework prevents government departments from increasing procurement efficiency.</p></list-item>
<list-item><p>International laws: The United Nations Commission on International Trade Law (UNITRAL) is an important international tool that governs e-procurement (Mazibuko <xref ref-type="bibr" rid="CIT0039">2018</xref>:31). This tool provides necessary guiding principles embedded in international trade charters and laws that government departments can refer to and determine their e-procurement readiness if government departments want to use services of international firms.</p></list-item>
<list-item><p>Anticipated changes to legal framework affecting e-procurement adoption: The South African public sector could demonstrate e-procurement readiness by revising the current legal framework and align it with some internationally recognised legal practices that favour full adoption of e-procurement in government departments and thereby improving procurement efficiency.</p></list-item>
</list>
</sec>
<sec id="s20021">
<title>Financial factor</title>
<p>Finance is a crucial factor that determines how ready government departments are with regard to e-procurement adoption. This is because e-procurement adoption and operation require economic and financial considerations in order to establish and manage perceived hidden costs, economic challenges relative to sourcing of clients and handle financial challenges:</p>
<list list-type="bullet">
<list-item><p>Perceived hidden costs refer to expenses incurred in operating e-procurement in the short or long term and include maintenance and support, modernisation and upgrade (Huai <xref ref-type="bibr" rid="CIT0025">2012</xref>:1161). To manage perceived hidden costs efficiently, proper planning and competent technical staff need to be given due diligence.</p></list-item>
<list-item><p>Economic challenges are associated with the provision of training and other forms of support to both public procurement officials and suppliers so as to use e-procurement system successfully (Asian Development Bank <xref ref-type="bibr" rid="CIT0004">2013</xref>:2; Mpehle &#x0026; Mudogwa <xref ref-type="bibr" rid="CIT0043">2020</xref>:4).</p></list-item>
<list-item><p>Financial challenges refer to investment costs in the form of financial commitments needed when adopting and implementing the e-procurement system. Given the use of a partial e-procurement in South Africa&#x2019;s public sector, substantial financial commitments are needed to support an end-to-end e-procurement system (Kramer <xref ref-type="bibr" rid="CIT0032">2016</xref>:24).</p></list-item>
</list>
</sec>
<sec id="s20022">
<title>Procurement structure factor</title>
<p>The e-procurement readiness depends on the nature of procurement system, level of e-procurement adoption (full e-procurement adoption or partial e-procurement adoption), operating costs, system implementation and technical challenges related to e-procurement system adoption:</p>
<list list-type="bullet">
<list-item><p>South Africa&#x2019;s procurement system currently consists of some electronic features (e-tender and CSD) and paper-based transactions. This means that South Africa uses a partially electronic procurement structure (National Treasury <xref ref-type="bibr" rid="CIT0063">2015d</xref>).</p></list-item>
<list-item><p>Level of e-procurement adoption: The South Africa&#x2019;s government, through National Treasury, decided for a partial e-procurement adoption, as indicated above (National Treasury <xref ref-type="bibr" rid="CIT0063">2015d</xref>). This decision makes government departments&#x2019; procurement processes prone for information transparency tracing difficulty and corruption.</p></list-item>
<list-item><p>Operating costs: South Africa&#x2019;s public sector has seen a decrease in operating costs since the introduction of the e-procurement system in the form of e-Tender and CSD (National Treasury <xref ref-type="bibr" rid="CIT0064">2016</xref>:7). These could decrease further if the procurement system becomes fully electronic.</p></list-item>
<list-item><p>System implementation: The use of a fragmented operating system negatively affects the effectiveness of the procurement processes because of system incompatibility. This emerges as a barrier for successful e-procurement operation and therefore requires urgent attention from the government (National Treasury).</p></list-item>
<list-item><p>Technical challenges in e-procurement system adoption: e-procurement adoption in the public sector faces technical challenges. In the South African context, these technical challenges could be associated with or caused by a partially adopted e-procurement system.</p></list-item>
</list>
</sec>
<sec id="s20023">
<title>Leadership factor</title>
<p>Leadership plays a vital role for the successful adoption and implementation of e-procurement, as already indicated on the technological factor. It needs to create readiness conditions in government departments for effective e-procurement adoption and operation. These readiness conditions are to emphasise, support and favour ethical adherence to address procurement irregularities (e.g. bribery, nepotism, corruption and fraud), positive attitude of public procurement officials towards e-procurement adoption, transparency of procurement information to all role players, accountability in the procurement process and system implementation in e-procurement adoption and implementation.</p>
</sec>
<sec id="s20024">
<title>Procurement policy factor</title>
<p>The procurement environment in South Africa is governed by procurement policy together with procurement legislation, which provides guidelines to be adhered to by procurement officials in the procurement process. Determining the effect of government&#x2019;s procurement policy on e-procurement implementation and assessing government&#x2019;s procurement structural system for efficiency are important aspects for establishing e-procurement readiness in government departments:</p>
<list list-type="bullet">
<list-item><p>Government&#x2019;s procurement policy and e-procurement implementation: The current government&#x2019;s procurement policy operates in a procurement environment where a paper-based procurement system with some electronic applications (e-tender and CSD) is used (National Treasury <xref ref-type="bibr" rid="CIT0063">2015d</xref>). This procurement environment withholds e-procurement potential capabilities to improve procurement processes and exposes the South African public procurement for transparency issues and corruption. National Treasury (<xref ref-type="bibr" rid="CIT0064">2016</xref>:7) identified South Africa&#x2019;s current paper-based procurement system as the single largest source of corruption in government departments.</p></list-item>
<list-item><p>Government&#x2019;s procurement structural system: The current fragmented operating system coupled with a partial e-procurement adoption makes the public procurement system in South Africa to be ineffective as compared to countries that have moved to full e-procurement adoption and operation.</p></list-item>
</list>
</sec>
</sec>
<sec id="s0025">
<title>Discussion of factors extracted</title>
<p>This study extracted readiness factors that affect e-procurement among procurement officials in South African government departments by means of factor analysis. These factors are an empirical reference for National Treasury to consider when making e-procurement adoption and operation decisions. The extracted factors include technology, legal framework, finance, procurement structure, leadership and procurement policy, as shown in <xref ref-type="table" rid="T0004">Table 4</xref>. Technology has emerged as the most critical factor affecting government departments&#x2019; e-procurement readiness. However, IT system incompatibilities (including hardware and software) in procuring entities in the South African public sector seem to stand as a barrier to e-procurement readiness. In this regard, Isikdag et al. (<xref ref-type="bibr" rid="CIT0026">2011</xref>:117) and Patel et al. (<xref ref-type="bibr" rid="CIT0053">2016</xref>:265) advise that the hardware and software components used are integrated properly with the organisation&#x2019;s IT infrastructure to ensure compatibility. These views have been established empirically by a study by Rukuni et al. (<xref ref-type="bibr" rid="CIT0056">2020</xref>) that found that the successful implementation of e-procurement and systems compatibility were statistically significantly related.</p>
<p>As e-procurement systems are also reliant on a fast and stable network system, slow download speeds and poor Internet connections outside of major economic centres (rural/poorer areas) may impede attempts to prepare government departments for e-procurement readiness.</p>
<p>This study identified legal framework among the factors that affect the e-procurement readiness of government departments. South African government departments are not yet adequately capable of permitting full use of e-procurement, because the legislation governing public procurement does not specifically include e-procurement (Mpehle &#x0026; Mudogwa <xref ref-type="bibr" rid="CIT0043">2020</xref>:5). This study established that the legal environment of public procurement in South Africa constitutes a minimum provision in the e-procurement legal and regulatory framework. This is consistent with the view of Anthony (<xref ref-type="bibr" rid="CIT0003">2018</xref>:45) who states that there is a need for a consolidated piece of law that addresses the specific needs of an e-procurement system. The <italic>Electronic Communications and Transactions Act</italic> (ECTA), which intends to provide electronic transactions, and to encourage the use of e-government services, appears to be a legislative enabler for the adoption of e-procurement (The Presidency 2002:16). However, this study takes a different position, arguing that the present regulatory framework (laws and regulations) needs to be reformed in order to achieve successful e-procurement readiness.</p>
<p>This study found that finance is one of the factors influencing government departments&#x2019; readiness for e-procurement. Substantial finances are required to hire, train and develop procurement officials who are involved in the day-to-day running of the e-procurement system (Eadie, Perera &#x0026; Heaney <xref ref-type="bibr" rid="CIT0017">2011</xref>; Korir, Afande &#x0026; Maina <xref ref-type="bibr" rid="CIT0030">2015</xref>; Rukuni et al. <xref ref-type="bibr" rid="CIT0056">2020</xref>). Within this context, given South Africa&#x2019;s procurement system has some electronic features, developing an end-to-end e-procurement system will necessitate a significant financial commitment (Kramer <xref ref-type="bibr" rid="CIT0032">2016</xref>:24). Such a commitment needs to be directed towards the training of procurement officials and suppliers using the e-procurement system and the IT infrastructure supporting e-procurement. Huai (<xref ref-type="bibr" rid="CIT0025">2012</xref>:1161) and Mpehle and Mudogwa (<xref ref-type="bibr" rid="CIT0043">2020</xref>:4) support this view and argue that incurring hidden costs (short-term or long-term) such as maintenance costs may be higher without the requisite technical expertise.</p>
<p>Procurement structure factor was found to influence e-procurement readiness in government departments. Government departments in South Africa do not use a single or integrated procurement system (National Treasury <xref ref-type="bibr" rid="CIT0062">2015c</xref>). This study&#x2019;s finding is consistent with Kramer&#x2019;s (<xref ref-type="bibr" rid="CIT0032">2016</xref>:36) and Sithole&#x2019;s (<xref ref-type="bibr" rid="CIT0058">2017</xref>:169) finding that introducing e-procurement technologies one at a time into an existing traditional system will result in a haphazard e-procurement system. The study also identified the need for a complete e-procurement overhaul in order to reform public procurement in light of emerging technology capabilities and improve the efficiency of public procurement processes.</p>
<p>This study identified leadership as one of the factors affecting government departments&#x2019; e-procurement readiness. This study found that a lack of leadership at the top of the hierarchy to steer government departments towards readiness to adopt e-procurement is likely to permeate the entire public sector and cripple e-procurement readiness efforts. In line with this finding, Koech, Ayoyi and Mugambi (<xref ref-type="bibr" rid="CIT0029">2016</xref>:22) and Anthony (<xref ref-type="bibr" rid="CIT0003">2018</xref>:43) indicate that adequate leadership support is needed in order to be ready for successful e-procurement adoption. Such endeavour would prevent excessive resistance and sabotage towards the implementation of the e-procurement system in government departments (Kusi et al. <xref ref-type="bibr" rid="CIT0033">2016</xref>:643).</p>
<p>This study found procurement policy to being one of the most important factors affecting e-procurement readiness in government departments. A lack of public policy on e-procurement is a barrier to e-procurement readiness. This is why e-procurement has been successful in European governments where it has been prioritised, as well as where policy reforms have been clearly outlined and implemented (European Bank <xref ref-type="bibr" rid="CIT0018">2015</xref>:5). This study established that South Africa&#x2019;s procurement system is highly decentralised. This finding is consistent with the National Treasury report (<xref ref-type="bibr" rid="CIT0062">2015c</xref>), which acknowledges that South Africa&#x2019;s public procurement is at this stage supported by a number of systems that are &#x2018;fragmented, underutilised, and vary in functionality, scalability, and performance&#x2019;. Sithole&#x2019;s (<xref ref-type="bibr" rid="CIT0058">2017</xref>:169) research also revealed that the Gauteng Department of Infrastructure Development lacks an integrated e-procurement system and that the systems in use are fragmented. Government departments should examine and capitalise on the possibilities of centralising procurement system.</p>
</sec>
<sec id="s0026">
<title>Conclusion</title>
<p>This study provided significant insights into factors that affect e-procurement readiness in the South African government departments. These factors include technology, legal framework, organisation&#x2019;s finance, procurement structure, leadership and procurement policy. The extraction of factors was based on their relationship to one another. The study provided a theoretical and empirical contribution towards e-procurement readiness literature. From this contribution, it is evident that South Africa&#x2019;s government (including government departments) needs to take cognisance of or consider such factors when deciding on its readiness to adopt e-procurement and take heed of the recommendations formulated. In order to fully benefit from e-procurement adoption and experience better efficiency, government departments should be ready in terms of legislative framework, finances, leadership support, staff enthusiasm and training and cost-cutting initiatives. Understanding the factors that affect e-procurement readiness provides National Treasury with reasons why e-procurement must be used as end-to-end system to prevent system fragmentation, lack of transparency and corruption. This can allow for better e-procurement adoption planning and fewer system implementation challenges.</p>
</sec>
<sec id="s0027">
<title>Recommendations</title>
<p>Based on the findings from factor extraction, different recommendations for the study are graphically represented in <xref ref-type="fig" rid="F0001">Figure 1</xref>, which when heeded would enhance e-procurement adoption and implementation within government departments.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Recommendations on how to enhance e-procurement readiness.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-17-874-g001.tif"/>
</fig>
<p>This study can be used by public policy makers (National Treasury) as an empirical reference in understanding e-readiness factors and the procurement system in South Africa and the effect of using a partial e-procurement system on the efficiency of procurement processes. Although this study focusses on government departments, its findings can, however, be applied to other public entities governed by the <italic>Public Finance Management Act</italic> in South Africa. Government departments and other public entities need to take cognisance of factors that enhance e-procurement readiness and e-procurement efficiency.</p>
</sec>
<sec id="s0028">
<title>Limitations and future research</title>
<p>Aside from the contribution to the literature on procurement and SCM, it is important to note the limitations of this study in order to spur future research. Firstly, owing to the COVID-19 outbreak in South Africa, all non-COVID-19 research was halted, making it difficult to distribute questionnaires to public procurement officials. Secondly, the study only covers the perspectives of public procurement officials employed in the public sector. Other staff involved in the procurement process such as project owners, user divisions, members of three bid committees and e-Tender and CSD maintenance. Finally, this study was limited to five selected national government departments in South Africa&#x2019;s ministerial clusters.</p>
<p>Further research might improve on the present findings by investigating the readiness and willingness of suppliers to embrace e-procurement. A similar study might be carried out through employing additional research methodologies and techniques to collect rich data and generate in-depth analysis and insights from a new viewpoint.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to acknowledge Ms Princess Ramokolo for her statistical support.</p>
<sec id="s20029" 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="s20030">
<title>Authors&#x2019; contributions</title>
<p>D.N. Maepa wrote the full article from her master&#x2019;s dissertation under the supervision of Mpwanya and Phume. M.F. Mpwanya reviewed the full paper with substantial changes of the initial draft and Phume read and gave green light for submission.</p>
</sec>
<sec id="s20031">
<title>Funding information</title>
<p>This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</p>
</sec>
<sec id="s20032" sec-type="data-availability">
<title>Data availability</title>
<p>Raw data were collected without identifiers and statistically analysed and interpreted in relation to the research objectives.</p>
</sec>
<sec id="s20033">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Maepa, D.N., Mpwanya, M.F. &#x0026; Phume. T.B., 2023, &#x2018;Readiness factors affecting e-procurement in South African government departments&#x2019;, <italic>Journal of Transport and Supply Chain Management</italic> 17(0), a874. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/jtscm.v17i0.874">https://doi.org/10.4102/jtscm.v17i0.874</ext-link></p></fn>
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