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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-16-617</article-id>
<article-id pub-id-type="doi">10.4102/jtscm.v16i0.617</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The role of seaports in regional development in the East Coast of Peninsular Malaysia: An evaluation through an exploratory factor analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2888-7585</contrib-id>
<name>
<surname>Somu</surname>
<given-names>Raja</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0625-5018</contrib-id>
<name>
<surname>Jeevan</surname>
<given-names>Jagan</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6187-8624</contrib-id>
<name>
<surname>Mohd Salleh</surname>
<given-names>Nurul H.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8838-0033</contrib-id>
<name>
<surname>Othman</surname>
<given-names>Mohamad R.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2807-0807</contrib-id>
<name>
<surname>Mokhtar</surname>
<given-names>Kasypi</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9928-1708</contrib-id>
<name>
<surname>Ngah</surname>
<given-names>Abdul H.</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Maritime Management, Faculty of Maritime Studies, University Malaysia Terengganu, Kuala Nerus, Malaysia</aff>
<aff id="AF0002"><label>2</label>Department of Business, Economics and Social Development, Faculty of Business, Economics and Social Development, University Malaysia Terengganu, Kuala Nerus, Malaysia</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Jagan Jeevan, <email xlink:href="jagan@umt.edu.my">jagan@umt.edu.my</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>31</day><month>01</month><year>2022</year></pub-date>
<pub-date pub-type="collection"><year>2022</year></pub-date>
<volume>16</volume>
<elocation-id>617</elocation-id>
<history>
<date date-type="received"><day>02</day><month>06</month><year>2021</year></date>
<date date-type="accepted"><day>26</day><month>10</month><year>2021</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2022. The Authors</copyright-statement>
<copyright-year>2022</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>This paper explores the concept of regional development by utilising the benefits generated by seaports. The east coast of peninsular Malaysia is the focus region of this research because of the imbalance of regional development compared to the west coast. Integration amongst multimodal transportation, freight corridors, seaports and transport facilities has remained underutilised as a result of the lack of policy integrating seaports as the main component in regional development.</p>
</sec>
<sec id="st2">
<title>Objectives</title>
<p>Further, the preparation of seaports in east coast peninsular Malaysia to meet the requirements of the international agenda especially the Belt and Road Initiative (BRI) has become the main motivation for this study.</p>
</sec>
<sec id="st3">
<title>Method</title>
<p>The paper explores the main factors in seaport systems that influence regional development in the east coast region and examines the implications of seaport systems on regional development and vice versa, as well as proposes development strategies for the growth of seaports in this particular region. Exploratory factor analysis (EFA) has been employed to achieve the proposed objectives in this paper.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>The outcome shows two main impacts seaports have on regional development, namely geo-economics development and social development.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>Furthermore, the progress made in the regional development might improve the dynamism of seaports and could transform the seaport as a maritime logistics hub in this region. Finally, maritime sustainable strategy, seaport integration strategy and administrative strategy can be implemented in seaports at east coast region for the continual development.</p>
</sec>
</abstract>
<kwd-group>
<kwd>seaport</kwd>
<kwd>regional development</kwd>
<kwd>east coast of peninsular Malaysia</kwd>
<kwd>exploratory factor analysis</kwd>
<kwd>quantitative</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Seaports are major nodes that boost national trades and spark the growth of the nation. Malaysia&#x2019;s geographic location between the South China Sea and the Malacca Straits justifies the importance of maritime activities in this region. The South China Sea and the Malacca Straits are the world&#x2019;s busiest shipping lanes. This is because Strait of Malacca is the shortest shipping route between the Far East and the Indian Ocean. Ships have passed through it for centuries, and trading posts sprang up at an early stage, growing into centres of education, science and art at the same time. Apart from that, Malaysia&#x2019;s seven major seaports, five mainly used for containers and two for oil and gas, contribute enormously to its development and economic growth (Chen, Jeevan &#x0026; Cahoon <xref ref-type="bibr" rid="CIT0003">2016</xref>). Almost 75&#x0025; of the country&#x2019;s land is exposed to maritime water (Jeevan et al. <xref ref-type="bibr" rid="CIT0022">2021a</xref>). This grants Malaysia the advantage to be a strategic country that is readily available for the development of the maritime industry (Chen et al. <xref ref-type="bibr" rid="CIT0003">2016</xref>).</p>
<p>The location of peninsular Malaysia in between the South China Sea and Malacca Straits justifies the importance of maritime activities in this region. Both of these waters carried almost 30&#x0025; of global trades, which indicates the importance of seaports and maritime trade along this region (Jeevan et al. <xref ref-type="bibr" rid="CIT0024">2020</xref>). Moreover, when it comes to boosting the local economy, Malaysia&#x2019;s maritime industries are critical players. Malaysia&#x2019;s oceans serve as host shipping routes, providing a platform for potential economic activities such as transportation, tourism, shipbuilding and ship repair, as well as port services. This sector accounts for 40&#x0025; of Malaysia&#x2019;s gross domestic product (GDP), with oil and gas accounting for 15&#x0025; of total output and fisheries accounting for 9.4&#x0025; of total output (Menhat et al. <xref ref-type="bibr" rid="CIT0034">2021</xref>).</p>
<p>Malaysia&#x2019;s east coast has lagged far behind its western counterpart in terms of regional development. Malaysia&#x2019;s prominent container terminals, such as Port Klang and Port Tanjung Pelepas, are ranked amongst the top 20 ports in terms of volume (Salleh et al. <xref ref-type="bibr" rid="CIT0034">2021</xref>). It can be clearly seen from <xref ref-type="fig" rid="F0001">Figure 1</xref> that four out of the five major container seaports of Malaysia are located close to Malacca straits, the west coast of peninsular Malaysia. These disproportionately located container seaports in Malaysia can be viewed as a source of imbalanced development between the east and west coast of the country (Latip et al. <xref ref-type="bibr" rid="CIT0030">2019</xref>).</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Location of five major contributing seaports in Malaysia.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-16-617-g001.tif"/>
</fig>
<p>As a result, the regional development on the east coast is far behind in the context of infrastructure quality, community services, production volume, employability, number of jobs and quality of life. This is demonstrated by the concentration of intra-state rail freight links and key manufacturing centres on the west coast of Peninsular Malaysia as opposed to the east coast (Jeevan et al. <xref ref-type="bibr" rid="CIT0024">2020</xref>). The equality in the regional development in peninsular Malaysia will ensure stability in economic growth by executing trading activities equally throughout the region (Jeevan et al. <xref ref-type="bibr" rid="CIT0025">2021b</xref>). As seaports in this region are considered as nexus for international trade, these nodes have gained sufficient support from the both parties including central and local government as well as private sectors (Salleh et al. <xref ref-type="bibr" rid="CIT0047">2021a</xref>). For effective and efficient investment, operation and administration, the majority of seaports in the nation follow the Public Private Partnership (PPP) strategy (Jeevan, Chen &#x0026; Cahoon <xref ref-type="bibr" rid="CIT0020">2019</xref>; Jeevan et al. <xref ref-type="bibr" rid="CIT0034">2021</xref>). The public sector, particularly the ports authority, supplies land and manages administrative responsibilities under this model (Jeevan et al. <xref ref-type="bibr" rid="CIT0034">2021</xref>). Whilst the private sector is in charge of ports operations and is accountable for increasing the competitiveness. Port Klang in Malaysia is an excellent example of a public body (seaport authority) backed by two private operators in the same location. Apart from that, Port Klang is Malaysia&#x2019;s predominant seaport and serves as the country&#x2019;s primary seaport. The Port of Klang Authority is in charge of two port operators, namely the north port and the west port. Port Klang, originally known as Port Swettenham, renamed in July 1972, is the country&#x2019;s busiest port and the largest in Southeast Asia. The Port is located about 6 km southwest of the town of Klang and 38 km southwest of the capital city of Kuala Lumpur in Malaysia. In addition to dedicated multipurpose port facilities and services, Northport (Malaysia) Bhd owns and operates Northport (Malaysia). Westport is managed by Westports Malaysia Sdn Bhd, which is a Malaysian corporation. The Port Klang Cruise Centre, which serves as a passenger port in addition to the cargo terminals of Westport, is also located nearby (Jeevan et al. <xref ref-type="bibr" rid="CIT0021">2015</xref>; Othman <xref ref-type="bibr" rid="CIT0041">2020</xref>; Salleh et al. <xref ref-type="bibr" rid="CIT0034">2021</xref>).</p>
<p>This research aligns with the Malaysian Logistics and Trade Facilitation Master Plan, which provides strategies and guidelines to enhance the competitiveness of Malaysia&#x2019;s transport and trade facilitation mechanisms (EPU <xref ref-type="bibr" rid="CIT0012">2015</xref>). This research aims to examine the implications of seaport systems on regional development in the east coast of peninsular Malaysia and vice versa. It also proposes development strategies for the growth of seaports in this particular region. It may prove useful to policymakers in focusing on regional development derived from maritime activities, increasing equality in regional development in Peninsular Malaysia and prioritising key components of the seaport system that are critical for regional development.</p>
</sec>
<sec id="s0002">
<title>The concept of regional development</title>
<p>Several researchers and affiliated organisations have provided different definitions of regional development. According to the Organization for Economic Cooperation and Development (OECD <xref ref-type="bibr" rid="CIT0039">2018</xref>), regional development is defined as a broad endeavour to minimise regional imbalance by supporting (job-creating and wealth-generating) economic activity in regions. Regional development, according to Irina (<xref ref-type="bibr" rid="CIT0018">2019</xref>), referred to actions that lead to the economic, social and cultural expansion of a certain region within a country. Bagia et al. (<xref ref-type="bibr" rid="CIT0001">2019</xref>) and Yu et al. (<xref ref-type="bibr" rid="CIT0053">2019</xref>) mentioned that regional development is concerned with economic and social growth comprising high-quality infrastructure (both soft and physical), well-developed community services, volume diversification in output, lower unemployment, an increasing number of jobs, wealth and improved quality of life. Hence in this paper, the concept of regional development comprises economic benefits, socio-economic development and environmental sustainability.</p>
<p>Regional development strategies should be founded on a thorough evaluation of regional resources, capacities, competencies and dynamic capabilities (Jacobs &#x0026; Notteboom <xref ref-type="bibr" rid="CIT0019">2011</xref>). These tactics are designed to create resource combinations and, as a result, a regional competitive advantage (Harmaakorpi &#x0026; Pekkarinen <xref ref-type="bibr" rid="CIT0016">2003</xref>). Dawkins (<xref ref-type="bibr" rid="CIT0009">2003</xref>) proposed the concept of regional development as the interaction between three different matters. The first issue is the long-term convergence or divergence of per capita incomes between areas. The second is the relevance of internal and external economies of scale to regional economic growth, and the third is the function of space in determining regional labour outcomes. As a result, in order to design an efficient regional development plan, the application of space, the scale of economic activity, and the variance of income within the region must be addressed.</p>
<p>Furthermore, Mellander and Florida (<xref ref-type="bibr" rid="CIT0033">2021</xref>) found that integrating firms and talents is imperative for driving innovation and growth. As a result, the combination of the seaport system as a business and human component dispersed throughout the region may result in major changes in the regional development environment. Lagendijk and Cornford (<xref ref-type="bibr" rid="CIT0029">2000</xref>) presented a new paradigm of regional development to provide a different perspective. They proposed that new ideas of regional development should place a greater emphasis on innovation, competitiveness and the formation of specific configurations of regional institutions. This innovation, according to the authors, involve a new regional development model that emphasises variation and individuality. According to Haezendonck and Langenus (<xref ref-type="bibr" rid="CIT0014">2019</xref>), the idea of competitiveness is the most important metric for assessing success. As a result, this idea may be used to evaluate regional growth by including the competitiveness component generated from the seaport system.</p>
<p>Over the last two decades, there has been a surge in studies on regional economic organisation. According to the literature, there is a clear trend toward a knowledge-driven economy. An area with the potential to support learning and innovation processes, in particular, and has a competitive edge in development processes (MacKinnon, Cumbers &#x0026; Chapman <xref ref-type="bibr" rid="CIT0031">2002</xref>). Thus, it can be concluded that regional competitive advantages play an important role in regional development and economic progress. Regional development, as defined in earlier research, is the process of balancing regional unevenness by enhancing a region&#x2019;s economic and social well-being using rapid methods to attain the ultimate objective of regional competitive advantages.</p>
<p>In practice, regional development has several goals, depending on the objectives of each of the development organisations. According to Ye et al. (<xref ref-type="bibr" rid="CIT0052">2019</xref>), regional development occurs when two or more cities cross administrative boundaries to allow labour, capital, resources, technology and other factors to flow freely and form complementary advantageous regional competitiveness, in order to achieve common regional development. Ess and Lovanto (<xref ref-type="bibr" rid="CIT0013">2008</xref>) in their study posited that development organisations must establish their goals based on the availability of resources and the needs of their respective current regions.</p>
<p>When it comes to regional development, seaports employ a variety of techniques (Sakalayen, Chen &#x0026; Cahoon <xref ref-type="bibr" rid="CIT0045">2016</xref>). Those techniques include association to create supply chain efficiency, collaboration with regional organisations for regional growth, proactive role in the regional innovation system and port&#x2019;s environmental and social responsibility. Seaport strategies such as regional seaports can network with industries, markets and production (Chen et al. <xref ref-type="bibr" rid="CIT0003">2016</xref>), which indirectly contributes to regional development (Sakalayen, Chen &#x0026; Cahoon <xref ref-type="bibr" rid="CIT0046">2017</xref>). Further, a regional innovation platform involving regional seaports will amplify the efficiency of seaport infrastructure (Infrastructure Australia <xref ref-type="bibr" rid="CIT0017">2010</xref>), which eventually boosts regional development.</p>
<p>The development of seaports is expected to boost the development in the region. Being the trigger source of economic activities and tourist development (Merk &#x0026; Comtois <xref ref-type="bibr" rid="CIT0035">2012</xref>; Musso, Ferrari &#x0026; Bennachio <xref ref-type="bibr" rid="CIT0036">2006</xref>; Jung <xref ref-type="bibr" rid="CIT0028">2011</xref>), seaports also contribute to economic growth and employment opportunity (Jung <xref ref-type="bibr" rid="CIT0028">2011</xref>; Omiunu <xref ref-type="bibr" rid="CIT0040">1989</xref>). For example, they can provide access to selected areas that previously do not have well-equipped infrastructures. They can benefit the economy by boosting the volume of shipping generated in a given region. Increased production volume should attract additional investment to the region, which, depending on government policy, should increase the number of available jobs and lower the area&#x2019;s overall unemployment rate (Sakalayen et al. <xref ref-type="bibr" rid="CIT0045">2016</xref>, <xref ref-type="bibr" rid="CIT0046">2017</xref>).</p>
<p>Moreover, it was found that the growth of a seaport and a region are both synchronised and complementary (Sakalayen et al. <xref ref-type="bibr" rid="CIT0046">2017</xref>). In the same vein, seaports also play a significant role in the economic growth of a country by accelerating regional development (Jouili <xref ref-type="bibr" rid="CIT0027">2016</xref>). In contrast, the impact of regional development on seaport growth remains unclear, which led to the initiation of this study. Essentially, the establishment of seaports to spur regional development is critical, since this node has a significant impact on national economic growth from a broader perspective. However, unavailability of inland freight facilities and limited multimodal transport network are some of the reasons for ineffective synchronisations between seaports, which lead to imbalanced regional development (Naidu <xref ref-type="bibr" rid="CIT0037">2008</xref>). From a microscopic view, this paper utilises seaports to evaluate their capacity to boost regional economic development from different perspectives. Although seaport is not a single entity that determines regional economic development, this paper&#x2019;s special attention to seaport as a substantial contributor is based on the literature review.</p>
</sec>
<sec id="s0003">
<title>Methodological approach</title>
<p>The exploratory factor analysis (EFA) is implemented to explore the concept of regional development on the east coast by focusing on the seaport system. The list-based stratified sampling technique gathers sufficient data for the multiple sub-populations&#x2019; analysis (Corlay &#x0026; Pages <xref ref-type="bibr" rid="CIT0006">2015</xref>). Studying a particular population&#x2019;s characters, viewpoints or stands on specific issues using this technique was proved to be effective (Creswell <xref ref-type="bibr" rid="CIT0007">2008</xref>). This sampling design allows better control over the samples and curbs fabricated identity, typical in Internet-based surveys (Simsek &#x0026; Veiga <xref ref-type="bibr" rid="CIT0049">2001</xref>). Furthermore, it enables the tracking of respondents&#x2019; availability, and it is far more accurate and generates more representatives in each stratum than simple random sampling (Bethlehem &#x0026; Biffignandi <xref ref-type="bibr" rid="CIT0002">2012</xref>).</p>
<p>The EFA methodology is exploratory in nature, investigating the key aspects in order to develop a concept, hypothesis, or model from a vast number of respondents (Williams, Onsman &#x0026; Brown <xref ref-type="bibr" rid="CIT0051">2010</xref>). In this study, EFA was used to validate and investigate the relationship between the factors that explore the main factors in seaport systems that influence regional development in the east coast region, examines the implications of seaport systems on regional development and vice versa and proposes development strategies for the growth of seaports in this specific region. The nature of this research is focusing on exploratory design and an application of EFA is suitable to validate the themes that emerge from a constant comparison phase (Creswell &#x0026; Clark <xref ref-type="bibr" rid="CIT0008">2007</xref>).</p>
<p>The respondents chosen for the EFA were the Malaysian seaports&#x2019; key stakeholders. The sampling population is divided into seven strata comprising hauliers, freight forwarders, rail operators, shippers, shipping lines and seaport operators as well as seaport authority. Based on their experience and expertise in seaport operations and the concept of regional development, the top-level and middle-level managers (from the subpopulations mentioned above) who were involved in managing intermodal terminals, freight distribution and related logistics operations were invited to participate in the survey.</p>
<p>The survey questions have been divided into four sections. Section A focusses on the demographic profile of the participants. The remaining sections explore the main research questions proposed in this paper consisting of the impact of a seaport on regional development (Section B), the effect of regional development on the seaport sector (Section C), and lastly, the strategy to improve seaport development in east coast Malaysia (Section D).</p>
</sec>
<sec id="s0004">
<title>Result and discussion</title>
<p>In between April and September 2020, about 260 questionnaires were distributed to Malaysian seaports and their respective stakeholders. A total of 120 responses were received, achieving a response rate of 46.2&#x0025;. This response rate is more than 33&#x0025;, which is the minimum indicator for the acceptance rate for an online survey (Nulty <xref ref-type="bibr" rid="CIT0038">2008</xref>). A total of 51 (42.5&#x0025;) responses were received from the freight forwarders, 11 (9.2&#x0025;) from the hauliers and 14 (11.7&#x0025;) from the shipping lines. Moreover, 20 (16.7&#x0025;) responses were received from the shippers, 8 (6.7&#x0025;) from the rail operators and 16 (13.3&#x0025;) from the seaports. Based on the response rate, shippers had the highest response rate of 100&#x0025;, whilst haulers had the lowest of 18.3&#x0025;.</p>
<sec id="s20005">
<title>Demographic profile of the respondents</title>
<p>Based on <xref ref-type="table" rid="T0001">Table 1</xref>, it was found that 98.3&#x0025; of the participants are from middle and top managerial levels, indicating that most of the participants have adequate experience, and this enables them to contribute significantly to this study. Further, according to DuBrin (<xref ref-type="bibr" rid="CIT0010">2003</xref>), top- and middle-level managers possess a decisional role that ensures their organisations to plan development strategies and utilise resources. Therefore, the responses from this particular group provide substantial implications for this research. From the perspective of experience, 90&#x0025; of the respondents possess valuable experience of more than 10 years, which provides another justification for the validity of the data in the section.</p>
<table-wrap id="T0001">
<label>TABLE 1a</label>
<caption><p>Demographic profile of respondents (Section A).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">No.</th>
<th valign="top" align="left">Position</th>
<th valign="top" align="center">Response</th>
<th valign="top" align="center">Percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">1</td>
<td align="left">Directors</td>
<td align="center">36</td>
<td align="center">30</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Coordinators</td>
<td align="center">2</td>
<td align="center">1.7</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Executives</td>
<td align="center">28</td>
<td align="center">23.3</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Manager</td>
<td align="center">51</td>
<td align="center">42.5</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Advisors</td>
<td align="center">3</td>
<td align="center">2.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0001a">
<label>TABLE 1b</label>
<caption><p>Demographic profile of respondents (Section A).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">No.</th>
<th valign="top" align="left">Experience (in years)</th>
<th valign="top" align="center">Response</th>
<th valign="top" align="center">Percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">1.</td>
<td align="left">0&#x2013;5</td>
<td align="center">12</td>
<td align="center">10</td>
</tr>
<tr>
<td align="left">2.</td>
<td align="left">6&#x2013;10</td>
<td align="center">42</td>
<td align="center">35</td>
</tr>
<tr>
<td align="left">3.</td>
<td align="left">11&#x2013;15</td>
<td align="center">27</td>
<td align="center">22.5</td>
</tr>
<tr>
<td align="left">4.</td>
<td align="left">Over 16</td>
<td align="center">39</td>
<td align="center">32.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s20006">
<title>Data suitability for exploratory factor analysis procedure through common method bias</title>
<p>Before performing EFA, the suitability of data needs to be validated. Also, several steps need to be executed before performing the EFA. Firstly, the sample size needs to be more than 100 for producing significant results (Hair et al. <xref ref-type="bibr" rid="CIT0015">2010</xref>). As the sample size for this research is 111, it suits the factor analysis to produce substantial outcomes, especially in seaport and regional development research. Secondly, Bartlett&#x2019;s test of sphericity should be significant with <italic>p</italic> &#x003C; 0.05 to reflect the adequacy of correlations amongst variables as a normal indicator for factor analysis (Pallant <xref ref-type="bibr" rid="CIT0042">2011</xref>).</p>
<p>In this research, the <italic>p</italic>-value for all three constructs is 0.000, which is significant (Rovai, Jason &#x0026; Michael <xref ref-type="bibr" rid="CIT0043">2013</xref>). The third step is related to the Kaiser&#x2013;Mayer&#x2013;Olkin (KMO) index, which tests the data suitability for EFA. The value of the KMO index should be greater than 0.6 (Rovai et al. <xref ref-type="bibr" rid="CIT0043">2013</xref>). In this research, the KMO index for Section B, C and D is 0.921, 0.784 and 0.914, respectively, and this indicates the suitability of data for the extraction of factors. Finally, for bias analysis, the common method bias (CMB) is required to ensure that the findings through EFA are free from unfairness. The CMB conducted through Harman single factor analysis uses EFA where all 38 variables are loaded into a single factor in this research. In any analysis, the newly introduced common latent factor that explains more than 50&#x0025; of the variance indicates the presence of bias in the result (Eichhorn <xref ref-type="bibr" rid="CIT0011">2014</xref>). In this research, the common method variance (CMV) value is 46.722&#x0025;, and this indicates the absence of bias in the findings (see <xref ref-type="table" rid="T0002">Table 2</xref>).</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>The result of common method bias.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="center" colspan="7">Total variance explained<hr/></th>
</tr>
<tr>
<th valign="top" align="left" rowspan="2">Component</th>
<th valign="top" align="center" colspan="3">Initial eigenvalues<hr/></th>
<th valign="top" align="center" colspan="3">Extraction sums of squared loadings<hr/></th>
</tr>
<tr>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">Percentageof variance</th>
<th valign="top" align="center">Cumulative percentage</th>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">Percentage of variance</th>
<th valign="top" align="center">Cumulative percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>1.</bold></td>
<td align="center">18.220</td>
<td align="center">47.947</td>
<td align="center">47.947</td>
<td align="center">17.754</td>
<td align="center"><bold>46.722 <xref ref-type="table-fn" rid="TFN0001">&#x002A;</xref></bold></td>
<td align="center">46.722</td>
</tr>
<tr>
<td align="left"><bold>2.</bold></td>
<td align="center">3.322</td>
<td align="center">8.742</td>
<td align="center">56.668</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>3.</bold></td>
<td align="center">1.726</td>
<td align="center">4.541</td>
<td align="center">61.229</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left"><bold>4.</bold></td>
<td align="center">1.427</td>
<td align="center">3.754</td>
<td align="center">64.984</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TFN0001"><p>Note: &#x002A;, Common Method Bias (CMB) value: 46.722&#x0025;.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s20007">
<title>Impacts of seaports on regional development</title>
<p>According to Comrey and Lee (<xref ref-type="bibr" rid="CIT0005">1992</xref>), the variables that come with a value of loading of more than 0.5 could help researchers to detect and identify components and make an explicit conclusion. They stated that extraction loading could be interpreted as poor, fair, good, very good and excellent when the values of loading are 0.32, 0.45, 0.55, 0.63 and 0.71, respectively. In this paper, the variables with loading values of more than 0.5 will be kept to make conclusive assumptions about the implication of seaport on regional development, the impact of regional development on seaports and the strategy to improve the seaport development on the east coast of peninsular Malaysia.</p>
<p>Whilst performing the rotation on the variables, it was found that seven components exist, and those variables with loading values of above 0.5 are kept for discussion. Referring to <xref ref-type="table" rid="T0003">Table 3</xref>, it can be noted that two components reached a cumulative percentage variance of 66.384&#x0025;. To highlight, these two components had an eigenvalue of more than 1. Impact of seaports on regional development are divided into geo-economic development and social development. The Cronbach&#x2019;s alpha value for the geo-economics component is 0.922 and for social development is 0.907 (see <xref ref-type="table" rid="T0003">Table 3</xref>). Both these values indicate a relatively high level of accuracy in the measurement procedure (Rudner <xref ref-type="bibr" rid="CIT0044">2001</xref>).</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Reliability test on the exploratory factor analysis results (Section B).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Outcome from EFA</th>
<th valign="top" align="left" rowspan="2">Impacts of seaports on regional development</th>
<th valign="top" align="center" colspan="2">No. of items and Cronbach&#x2019;s alpha<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="8" valign="top"><bold>Geo-economic development</bold></td>
<td align="left"><italic>B</italic><sub>6</sub>. Seaport centric logistics</td>
<td align="center" rowspan="8">8</td>
<td align="center" rowspan="8">0.922</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>5</sub>. Transportation hub</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>4</sub>. Maritime gateway</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>2</sub>. Socio-economic development</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>9</sub>. Production volume</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>1</sub>. Infrastructure development</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>7</sub>. Infrastructure quality</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>3</sub>. Maritime tourism activity</td>
</tr>
<tr>
<td align="left" rowspan="7" valign="top"><bold>Social development</bold></td>
<td align="left"><italic>B</italic><sub>12</sub>. Average wealth</td>
<td align="center" rowspan="7">7</td>
<td align="center" rowspan="7">0.907</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>13</sub>. Quality of life</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>8</sub>. Community services</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>20</sub>. Upgrading regional development planning strategies and tools</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>18</sub>. Urban development competitiveness and governance</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>10</sub>. Low unemployment rate</td>
</tr>
<tr>
<td align="left"><italic>B</italic><sub>11</sub>. Growing numbers of jobs</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>EFA, exploratory factor analysis.</p></fn>
</table-wrap-foot>
</table-wrap>
<sec id="s30008">
<title>Geo-economic development</title>
<p>The first implication of seaports on regional development is related to geo-economic development. The geo-economic development component consists of seaport centric logistics (B<sub>6</sub>, 0.840), transportation hub (B<sub>5</sub>, 0.826), maritime gateway (B<sub>4</sub>, 0.813), socioeconomic development (B<sub>2</sub>, 0.736), production volume (B<sub>9</sub>, 0.708), infrastructure development (B<sub>1</sub>, 0.698), infrastructure quality (B<sub>7</sub>, 0.664) and maritime tourism activity (B<sub>3</sub>, 0.572). In the meantime, infrastructure, the standard of living around seaport, people development, increasing use of seaport, utilisation of gas and oil industry for supply, job opportunities, increasing hinterland development and increase in road-rail connectivity are the main findings under the infrastructure development component.</p>
<p>Seaport centric logistics recorded the high loading values in this construct. According to Mangan, Lalwani and Fynes (<xref ref-type="bibr" rid="CIT0032">2008</xref>), the main advantage of seaport centric logistics is providing land and labour at the lowest cost, reducing congestion at seaports, reducing dwelling time and providing direct links for deliveries for the customers. This situation provides an integrated connection between all players in the seaport system. Plus, this coordination and integration also enhances the seaport operations and developing the concept of seaport centric logistics. This will act as a stepping stone for the development of logistics hub, enhancing import and export activities through maritime gateways, increasing productivity and infrastructure development. This activity generates a new component in maritime business, which relates to maritime tourism. Through the concept of seaport centric logistics, regionalisation can be achieved, and this may provide a new milestone for seaport tourism.</p>
</sec>
<sec id="s30009">
<title>Social development</title>
<p>The second implication of seaports on regional development is related to social development, consisting of seven items, which include average wealth (B<sub>12</sub>, 0.843), quality of life, (B<sub>13</sub>, 0.783), community services (B<sub>8</sub>, 0.741), upgrading regional development planning strategies and tools (B<sub>20</sub>, 0.730), urban development competitiveness and governance (B<sub>18</sub>, 0.717), low unemployment rate (B<sub>10</sub>, 0.678) and growing numbers of jobs (B<sub>11</sub>, 0.622). The west coast of peninsular Malaysia is sufficient with well developed industrial zones, higher GDP, an active big scale manufacturing sector and the availability of logistic services for import and export. The state government on the east coast is not active in developing the maritime sector and thus has limited accessibility to foreign investment. According to the respondents of the survey, seaports can provide significant social-economic development. However, this can only be effective in the east coast region once the attractiveness of maritime sectors, inadequate regional development policy, and geopolitical factors are improved. The attractiveness of the maritime sector in this region always becomes an issue because of the monsoon season that falls between November until March every year. These are some of the major reasons why most of the trading vessels from East Asia are reluctant to utilise these facilities, especially in this region, and prefer to navigate the west coast of peninsular Malaysia for a contented trading ambience (Jeevan, Mohd &#x0026; Rosni <xref ref-type="bibr" rid="CIT0023">2018</xref>).</p>
</sec>
</sec>
<sec id="s20010">
<title>Impact of regional development on seaports&#x2019; growth</title>
<p>The KMO index value is 0.784, which is above the recommended value of 0.6. Hence, the sampling adequacy is achieved for the data in Section C. Moreover, Bartlett&#x2019;s test of sphericity indicates the data is statistically significant (<italic>p</italic> &#x003C; 0.05), confirming the correlation of variables towards factor analysis is reasonable (see <xref ref-type="table" rid="T0004">Table 4</xref>).</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Kaiser&#x2013;Meyer&#x2013;Olkin and Bartlett&#x2019;s test (Section C).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" colspan="2" align="left">Kaiser&#x2013;Meyer&#x2013;Olkin measure of sampling adequacy</th>
<th valign="top" align="center">0.784</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="3" valign="top"><bold>Bartlett&#x2019;s test of sphericity</bold></td>
<td align="left">Approximately chi-square</td>
<td align="center">312.163</td>
</tr>
<tr>
<td align="left">Df</td>
<td align="center">15</td>
</tr>
<tr>
<td align="left">Sig.</td>
<td align="center">0.000</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The outcomes from the EFA consisted of two main impacts of regional development on seaports: seaport dynamic and maritime logistics hub, considering them as the major impact of regional development on seaports. The Cronbach&#x2019;s alpha value for seaport dynamic and maritime logistics hub components is 0.839 and 0.944, respectively (see <xref ref-type="table" rid="T0005">Table 5</xref>). In the meantime, there was a factor with only a single item and therefore could not be measured for Cronbach&#x2019;s alpha value. Christophersen and Konradt (<xref ref-type="bibr" rid="CIT0004">2011</xref>) indicated that communality might be used as a conservative estimate of an item&#x2019;s reliability. Based on the communality value, the estimated reliability of the factor with a single item was 0.944.</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Reliability test on the exploratory factor analysis results (Section C).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Outcome from EFA</th>
<th valign="top" align="left" rowspan="2">Impact of regional development on seaports&#x2019; growth</th>
<th valign="top" align="center" colspan="2">No. of items and Cronbach&#x2019;s alpha<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="5" valign="top"><bold>Seaport dynamic</bold></td>
<td align="left"><italic>C</italic><sub>4</sub>. Infrastructure development</td>
<td align="center" rowspan="5">5</td>
<td align="center" rowspan="5">0.839</td>
</tr>
<tr>
<td align="left"><italic>C</italic><sub>3</sub>. Seaport centric logistics</td>
</tr>
<tr>
<td align="left"><italic>C</italic><sub>5</sub>. Socio-economic development</td>
</tr>
<tr>
<td align="left"><italic>C</italic><sub>1</sub>. Maritime getaway</td>
</tr>
<tr>
<td align="left"><italic>C</italic><sub>6</sub>. Maritime tourism activity</td>
</tr>
<tr>
<td align="left"><bold>Maritime logistics hub</bold></td>
<td align="left"><italic>C</italic><sub>2</sub>. Transportation hub</td>
<td align="center">1</td>
<td align="center">0.944</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s30011">
<title>Seaport dynamic</title>
<p>The first implication of regional development on seaports is related to the seaport dynamic. This seaport dynamic consists of following items: infrastructure development (<italic>C</italic><sub>4</sub>, 0.878), seaport centric logistics (<italic>C</italic><sub>3</sub>, 0.865), socio-economic development (<italic>C</italic><sub>5</sub>, 0.856), maritime getaway (<italic>C</italic><sub>1</sub>, 0.815) and maritime tourism activity (<italic>C</italic><sub>6</sub>, 0.512). These findings align with the outcome from the qualitative phase, emphasising on maritime gateway, seaport centric logistics and transportation hub. Besides providing impacts on the regional development, the seaports also might gain some implications because of the regional development in the region.</p>
<p>Once the region on the east coast has been developed, it might affect the infrastructure development, enhancement of seaport centric logistics and improvement in socio-economic development. In addition, the betterment of the functionalities of seaports as a maritime getaway and directing the new role of seaports as a centre of seaport maritime tourism activity, which will eventually contribute towards economic growth in the east coast of peninsular Malaysia. In that case, the enhancement of regional development may boost the dynamism of seaports to be more competitive and become pillars for the economic growth. According to Salleh et al. (<xref ref-type="bibr" rid="CIT0034">2021</xref>), infrastructure development is crucial to support seaport activity, which becomes more crucial because of the enlargement of the vessel size from time to time. Most of the seaports in the west coast of peninsular Malaysia started to seek their assistance from inland, especially through inland ports, to support their competitive operation. Likewise, similar facilities and infrastructure need to be established in the east coast as preparation for seaports for more challenging trade activities in the future.</p>
</sec>
<sec id="s30012">
<title>Maritime logistics hub</title>
<p>The second implication of regional development on seaports is related to maritime logistics hub, which consists of a single transportation hub (<italic>C</italic><sub>2</sub>, 0.965). The easier and faster transportation of raw material to seaport affects the regional development supporting seaport activities via infrastructure facilities. In this case, seaports can be transformed into maritime logistics hubs to boost domestic economic growth activities, supply and demand chain and increase seaports&#x2019; competitiveness from the land side. According to Wang et al. (<xref ref-type="bibr" rid="CIT0050">2021</xref>), the transformation from ordinary seaport towards a maritime logistics hub is essential to ensure the sustainability of this entity and benefit the local economy, facilitate human capital transformation and to become a medium for environmental protection.</p>
</sec>
</sec>
<sec id="s20013">
<title>The strategy of seaports development to boost regional development</title>
<p>The KMO index for Section D is 0.914 (more than 0.6). The data support the required sampling adequacy for the study. Bartlett&#x2019;s test of sphericity is statistically significant (<italic>p</italic> &#x003C; 0.05) and shows that the variables are correlated and suitable for factor analysis (see <xref ref-type="table" rid="T0006">Table 6</xref>).</p>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Kaiser&#x2013;Meyer&#x2013;Olkin and Bartlett&#x2019;s test (Section D).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" colspan="2" align="left">Kaiser&#x2013;Meyer&#x2013;Olkin measure of sampling adequacy</th>
<th valign="top" align="center">0.914</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="3" valign="top">Bartlett&#x2019;s test of sphericity</td>
<td align="left">Approximately chi-square</td>
<td align="center">1048.422</td>
</tr>
<tr>
<td align="left">Df</td>
<td align="center">66</td>
</tr>
<tr>
<td align="left">Sig.</td>
<td align="center">0.000</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>All these components were labelled subsequently as maritime sustainable strategy, seaport integration strategy and administrative strategy as the strategies for seaport development on the east coast of peninsular Malaysia. The Cronbach&#x2019;s alpha value for maritime sustainable strategy, seaport integration strategy and administrative strategy is 0.958, 0.789 and 0.985, respectively (see <xref ref-type="table" rid="T0007">Table 7</xref>).</p>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Reliability test on the exploratory factor analysis results (Section D).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Outcome from EFA</th>
<th valign="top" align="left" rowspan="2">Strategy for seaports development</th>
<th valign="top" align="center" colspan="2">No. of items and Cronbach alpha<hr/></th>
</tr>
<tr>
<th valign="top" align="center"><italic>n</italic></th>
<th valign="top" align="center">&#x0025;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" rowspan="8" valign="top"><bold>Maritime sustainable strategy</bold></td>
<td align="left"><italic>D</italic><sub>9</sub>. Developing macroeconomic view of regional development</td>
<td align="center" rowspan="8">8</td>
<td align="center" rowspan="8">0.958</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>12</sub>. Assessment of urban development competitiveness and governance; analysis of existing regional institutions and future prospects</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>8</sub>. The strategy should be embedded in its organisational, economic and social context</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>6</sub>. Prepare phases and sequences of key investments and actions</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>11</sub>. Assessment and reformulation of regional industrial development strategy</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>10</sub>. Critical assessment of land development and management policy</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>5</sub>. Identifies clear mechanisms for information delivery</td>
</tr>
<tr>
<td align="left"><italic>D</italic><sub>3</sub>. Establishes a widely shared vision for the future development of the region</td>
</tr>
<tr>
<td align="left"><bold>Seaport integration strategy</bold></td>
<td align="left"><italic>D</italic><sub>1</sub>. Boosting regional investment plan<break/><italic>D</italic><sub>2</sub>.Seaport and industrial park development<break/><italic>D</italic><sub>4</sub>. Engages stakeholders in an open and productive manner during the preparation of the strategy</td>
<td align="center">3</td>
<td align="center">0.789</td>
</tr>
<tr>
<td align="left"><bold>Administrative strategy</bold></td>
<td align="left"><italic>D</italic><sub>7</sub>. Establishes a simple but effective framework for monitoring</td>
<td align="center">1</td>
<td align="center">0.985</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>EFA, exploratory factor analysis.</p></fn>
</table-wrap-foot>
</table-wrap>
<sec id="s30014">
<title>Maritime sustainable strategy</title>
<p>The first strategy to enhance seaport development is related to a maritime sustainable strategy. This maritime sustainable strategy comprises developing macroeconomic view of regional development (<italic>D</italic><sub>9</sub>, 0.887), assessment of urban development competitiveness and governance; analysis of existing regional institutions and prospects (<italic>D</italic><sub>12</sub>, 0.879), strategy should be embedded in its organisational, economic and social context (<italic>D</italic><sub>8</sub>, 0.879), prepare phases and sequences of key investments and actions (<italic>D</italic><sub>6</sub>, 0.872), assessment and reformulation of regional industrial development strategy (<italic>D</italic><sub>11</sub>, 0.871), critical assessment of land development and management policy (<italic>D</italic><sub>10</sub>, 0.829), identifies clear mechanisms for information delivery (<italic>D</italic><sub>5</sub>, 0.820) and establishes a widely shared vision for the future development of the region (<italic>D</italic><sub>3</sub>, 0.799).</p>
<p>The limited attractiveness of maritime sectors in this region, especially because of limited efficiency and effectiveness of maritime sectors and limited competitiveness in seaports, connectivity and freight market, is the main challenges faced by seaports to enhance the regional development. In addition, some other challenges such as insufficient land for development near the port, issues in global trade, lack of shipping connectivity, less implementation of advanced technologies, less market demand and lack of infrastructure connecting to the east coast further delays the regional development in the east coast of peninsular Malaysia.</p>
<p>Therefore, a maritime sustainable strategy is required to overcome these issues. In this strategy, a macroeconomic view integrating political, economic, social, environmental and technological factors is required to boost the regional development in this part of Malaysia. Moreover, assessment of urban development competitiveness and governance, analysis of existing regional institutions and prospects especially through investment plan is highly required. In this case, the competitiveness of the seaport can be enhanced to attract more clients from the East Asian region as well as overcoming the poor attractiveness of maritime sectors in this region, which the east coast peninsular Malaysia is facing presently.</p>
</sec>
<sec id="s30015">
<title>Seaport integration strategy</title>
<p>The second strategy to enhance seaport development is related to the seaport integration strategy. The seaport integration strategy consists of the items: boosting regional investment plan (<italic>D</italic><sub>1</sub>, 0.834), seaport and industrial park development (<italic>D</italic><sub>2</sub>, 0.819) and engages stakeholders openly and productively during the preparation of the strategy (<italic>D</italic><sub>4</sub>, 0.776). The industrial park development might enhance the regional development in this region. This is crucial to attract investors, upgrade infrastructure, use industrial park developers to develop the industrial park with value-added services and strategic government&#x2019;s fiscal policy to create industrial zone and development. With this strategy, the seaport, especially on the east coast, may engage with stakeholders to collectively cooperate to enhance the regional development through seaport activities. With this the issues related to inadequate regional development policy, geographical and geopolitical factors can be resolved.</p>
</sec>
<sec id="s30016">
<title>Administrative strategy</title>
<p>The third strategy to enhance seaport development is related to administrative strategy. The administrative strategy consists of a single item, namely establish a simple but effective framework for monitoring (<italic>D</italic><sub>7</sub>, 0.985). Seaports in east coast Malaysia own some advantages such as the prospect of infrastructure development, availability of maritime industrial park and maritime service diversification. Therefore, a clear inland port policy is required to integrate seaport and inland components as a simple but effective framework for monitoring both of these entities. The introduction of inland port policy is required to simplify the critical functionalities of seaports, especially in the east coast region. However, solid inland ports are not available on the east coast, and currently, they are employing some inland terminals on the west coast, which affects the efficiency of seaport performance.</p>
<p><xref ref-type="fig" rid="F0002">Figure 2</xref> visualises the summary of the findings in this paper. The figure clearly indicates that the connection between seaport and regional development in east coast Malaysia is complementary, because of the reciprocal implications and consequences gained by seaports before and after the amalgamation of the concept of regional development in this key trade node. In the meantime, the assessment of seaports and regional development need to be carried out continuously as a result of the rapid vicissitudes in the maritime sector. Hence, this consistency will guarantee the healthy symbiotic relationship between seaports and their respective community in the east coast region of peninsular Malaysia.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Summary of the findings.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="JTSCM-16-617-g002.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s0017">
<title>Conclusion and implication</title>
<p>The EFA results show two main impacts of seaports on regional development: geo-economic development and social development. The geo-economic development component consists of seaport-centric logistics, transportation hub, maritime gateway, socio-economic development, production volume, infrastructure development, infrastructure quality and maritime tourism activity. Seaports have a significant potential to enhance regional development on the east coast by improving social development, average wealth, quality of life, community services, upgrading regional development planning strategies and tools, urban development competitiveness and governance, unemployment rate and increasing numbers of jobs. In contrast, the impact of regional development on seaport growth also has been analysed. Furthermore, the findings also indicate that the regional development in east coast Malaysia will provide a high possibility for transportation hub development especially for bulk and non-bulk cargo via ocean and land economic activities.</p>
<p>To boost seaport growth in the east coast of peninsular Malaysia, three strategies have been proposed: maritime sustainable strategy, seaport integration strategy and administrative strategy. For maritime sustainable strategy, several variables need to be considered, such as developing macroeconomic view of regional development, assessing urban development competitiveness and governance and analysing existing regional institutions and others for the future development of the region. Secondly, an integration strategy also has been recommended to boost the seaport growth. This seaport integration strategy consists of boosting regional investment plan, seaport and industrial park development and engaging stakeholders openly and productively during the preparation of the strategy. Thirdly, establishing an effective framework for monitoring the symbiosis between seaports and regional development is required in the administrative strategy.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<sec id="s20018" 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="s20019">
<title>Authors&#x2019; contributions</title>
<p>R.S. contributed to the conceptualisation, methodology, data collection, data curation, format analyses and research writing. J.J., N.H.M.S. and M.R.O. were responsible for research writing, review and editing, validation and verification. K.M. and A.H.N. also contributed to the validation and verification of results. Both J.J. and N.H.M.S. approved the final manuscript.</p>
</sec>
<sec id="s20020">
<title>Ethical considerations</title>
<p>This article followed all ethical standards for research without direct contact with human or animal subjects.</p>
</sec>
<sec id="s20021">
<title>Funding information</title>
<p>This research was conducted under the Ministry of Higher Education Fundamental Research Grant Scheme (UMT/RMIC/FRGS/1/2019/59603). Universiti Malaysia Terengganu provided the research facilities.</p>
</sec>
<sec id="s20022">
<title>Data availability</title>
<p>Data that support the findings of this study will be provided upon reasonable request from the corresponding author, J.J.</p>
</sec>
<sec id="s20023">
<title>Disclaimer</title>
<p>The views and opinions expressed in this paper are those of the authors and do not necessarily reflect the official policy of any affiliated agency of the authors.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Somu, R., Jeevan, J., Mohd Salleh, N.H., Othman, M.R., Mokhtar, K. &#x0026; Ngah, A.H., 2022, &#x2018;The role of seaports in regional development in the East Coast of Peninsular Malaysia: An evaluation through an exploratory factor analysis&#x2019;, <italic>Journal of Transport and Supply Chain Management</italic> 16(0), a617. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/jtscm.v16i0.617">https://doi.org/10.4102/jtscm.v16i0.617</ext-link></p></fn>
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