<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "http://jats.nlm.nih.gov/publishing/1.1d1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">AC</journal-id>
<journal-title-group>
<journal-title>Acta Commercii - Independent Research Journal in the Management Sciences</journal-title>
</journal-title-group>
<issn pub-type="ppub">2413-1903</issn>
<issn pub-type="epub">1684-1999</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">AC-20-861</article-id>
<article-id pub-id-type="doi">10.4102/ac.v20i1.861</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Developing a scale for measuring influential factors towards geotourism development</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5710-5282</contrib-id>
<name>
<surname>Matshusa</surname>
<given-names>Khodani</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/0000-0001-5864-1378</contrib-id>
<name>
<surname>Thomas</surname>
<given-names>Peta</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6279-0373</contrib-id>
<name>
<surname>Leonard</surname>
<given-names>Llewellyn</given-names>
</name>
<xref ref-type="aff" rid="AF0003">3</xref>
</contrib>
<aff id="AF0001"><label>1</label>School of Tourism and Hospitality, College of Business and Economics, University of Johannesburg, Johannesburg, South Africa</aff>
<aff id="AF0002"><label>2</label>Department of Business Management, College of Business and Economics, University of Johannesburg, Johannesburg, South Africa</aff>
<aff id="AF0003"><label>3</label>Department of Environmental Sciences, College of Agriculture and Environmental Sciences, University of South Africa, Johannesburg, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Khodani Matshusa, <email xlink:href="matshusakhodani@yahoo.com">matshusakhodani@yahoo.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>18</day><month>11</month><year>2020</year></pub-date>
<pub-date pub-type="collection"><year>2020</year></pub-date>
<volume>20</volume>
<issue>1</issue>
<elocation-id>861</elocation-id>
<history>
<date date-type="received"><day>20</day><month>04</month><year>2020</year></date>
<date date-type="accepted"><day>09</day><month>09</month><year>2020</year></date>
</history>
<abstract>
<sec id="st1">
<title>Orientation</title>
<p>This article provided a theoretical enhancement for geotourism development positing the geotourism development index that contributed to gaining understanding of geotourism development by different stakeholders.</p>
</sec>
<sec id="st2">
<title>Research purpose</title>
<p>To establish and delineate a measurement scale of factors and subsequent variables that influenced geotourism development.</p>
</sec>
<sec id="st3">
<title>Motivation for this study</title>
<p>Geotourism has been recognised as a branch of sustainable tourism that can be used for local social sustainability through job creation, poverty alleviation, geoconservation and the development of rural economies. Effective geotourism was impossible without understanding the factors influencing geotourism development. Developing the measurement scale for measuring influential factors was deemed important in understanding and towards geotourism development.</p>
</sec>
<sec id="st4">
<title>Research design, approach and method</title>
<p>Quantitative data were collected from 105 volunteering respondents in order to understand their perceptions of the influential factors in the context of geotourism in a South African national park. Consequently, a statistical analysis using exploratory factor analysis was performed through the principal axis factoring data extraction method to determine factors to establish a measurement scale for influential factors towards geotourism development.</p>
</sec>
<sec id="st5">
<title>Main findings</title>
<p>The research proposed a measurement scale for measuring the influential factors towards geotourism development.</p>
</sec>
<sec id="st6">
<title>Practical/managerial implications</title>
<p>Theoretically, this article consolidated the knowledge and understanding of the concept of geotourism development for South African national parks and other stakeholders such as the National Department of Tourism, local communities and academic institutions. Practically, this research emphasised the importance of geotourism-influential factors as mechanisms to develop geotourism and stimulate interest from tourists.</p>
</sec>
<sec id="st7">
<title>Contribution/value-add</title>
<p>Geotourism concept has been under-researched and no previous research has comprehensively and systematically determined the influential factors of geotourism in an African national public park proposing a quantitative measurement scale towards geotourism development with such parks as public resources for abutting communities.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Kruger National Park</kwd>
<kwd>South Africa</kwd>
<kwd>geotourism</kwd>
<kwd>sustainability</kwd>
<kwd>national park survey</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>The primary aim of this article was to explore and identify factors in a measurement scale to measure the influencers of geotourism development of an African national park. This article looked at developing a measurement scale for determining the influential factors and subsequent variables that can be used to support geotourism development with a focus on the Kruger National Park (KNP) as a case study.</p> 
<p>Geotourism is a form of tourism that sustains and enhances the identity of a territory, by taking into consideration the territory&#x2019;s geology, environment, culture, aesthetics, heritage and the well-being of its local surrounding residents (European Geoparks Network <xref ref-type="bibr" rid="CIT0016">2011</xref>). Previous studies (Ehsan, Begum &#x0026; Leman <xref ref-type="bibr" rid="CIT0018">2016</xref>; Ngwira <xref ref-type="bibr" rid="CIT0038">2015</xref>; Reimold, Whitfield &#x0026; Wallmach <xref ref-type="bibr" rid="CIT0046">2006</xref>) concur that geotourism is a branch of sustainable tourism that can be used for poverty alleviation, geoconservation and the development of rural economies. Furthermore, this study adds to the tourism literature to identify African national parks such as the KNP as a public resource not only famed for its wildlife but also with the potential to be a geopark. The United Nations Educational Scientific and Cultural Organization (UNESCO) Global Geoparks (UGGp) defined geopark territory as &#x2018;single, unified geographical areas where sites and landscapes of international geological significance are managed with a holistic concept of protection, education and sustainable development&#x2019; (UNESCO <xref ref-type="bibr" rid="CIT0065">2018</xref>).</p> 
<p>The need to understand tourist behaviour and their decision-making processes has seen a number of studies focussed on tourists&#x2019; motivations (Njagi, Ndivo &#x0026; Manyara <xref ref-type="bibr" rid="CIT0040">2017</xref>:2) as these may assist in tourism product development, improved marketing strategies, enhanced service delivery approaches and the creation of a competitive advantage over other destinations offering similar products or services (Van Vuuren &#x0026; Slabbert <xref ref-type="bibr" rid="CIT0067">2011</xref>:295). Based on literature reviewed (Clawson <xref ref-type="bibr" rid="CIT0013">1972</xref>; Kruger &#x0026; Saayman <xref ref-type="bibr" rid="CIT0032">2014</xref>; Stemberk et al. <xref ref-type="bibr" rid="CIT0060">2018</xref>), policies and management plans for tourism, including geotourism development, have to take into account the influential factors and impacts (positive and negative) of tourism at national parks if these are to be developed as destinations. The tourism system (tourism actors [particularly sustainability of abutting communities to a park], geotourism places of interest in parks, businesses arising from this as well as the geotourism preferences of the tourists themselves) contributes to the production of new geotourism heritage management systems (heritage places such as important grave sites, dinosaur fossils, geographic points of interest, cultural practices and their actors) that function according to specific geographical context needs as regards meeting all types of stakeholder expectations (Gravari-Barbas <xref ref-type="bibr" rid="CIT0022">2018</xref>). This sentiment is linked to this article&#x2019;s objective of identifying factors that can be used to catalyse geotourism development. The potential contribution to local sustainable development from use of these national geoheritage sites is not being realised. The development of a measurement scale to measure the influential factors towards geotourism development within the KNP hopes to provide an opportunity to sustain and diversify the current tourism market, thereby improving the competitiveness of the organisation through geotourism products. As a result, this study links with the United Nations 2030 agenda, especially with Sustainable Development Goals (SDGs) 1, 2, 8, 9, 10 and 15.</p>
<p>The subsequent delineation presents a literature review detailing the concept of geotourism, research method and design, results, discussion, recommendations and conclusions. Acknowledgements, ethical considerations and cited references are also provided.</p>
</sec>
<sec id="s0002">
<title>Literature review</title>
<p>The concept of tourist influential factors incorporates the theory that people travel because they are pushed into making this decision by internal forces and pulled by external forces of the destination attributes (Njagi et al. <xref ref-type="bibr" rid="CIT0040">2017</xref>; Phau, Lee &#x0026; Quintal <xref ref-type="bibr" rid="CIT0042">2013</xref>; Uysal &#x0026; Jurowski <xref ref-type="bibr" rid="CIT0066">1994</xref>). In this paradigm, the push theory implies that tourists are pushed by their own needs towards destinations where they expect their needs will be satisfied (Njagi et al. <xref ref-type="bibr" rid="CIT0040">2017</xref>). Pull factors, on the other hand, are forces that drive an individual tourist to select a specific place over others as a tourist destination (Phau et al. <xref ref-type="bibr" rid="CIT0042">2013</xref>:271). Push factors are viewed as relating to the needs and wants of the traveller, such as the desire for escape, rest, relaxation, adventure, prestige, health, fitness and social interaction. Pull factors, on the other hand, have been characterised by unique attributes of the destination itself (Klenosky <xref ref-type="bibr" rid="CIT0031">2002</xref>:385). The existence of a rich historic, cultural and geographic heritage, such as geotourism, offers is considered, sometimes even over-deterministically, as one of the most important factors for tourism development (Gravari-Barbas <xref ref-type="bibr" rid="CIT0022">2018</xref>:5). The relationship between tourism and development of specific geotourism through leveraging heritage is one of the most discussed subjects in recent years by the academic tourism literature (Rozenkiewicz, Widawski &#x0026; Jary <xref ref-type="bibr" rid="CIT0048">2020</xref>; Santa-Cruza &#x0026; Lopez-Guzman <xref ref-type="bibr" rid="CIT0050">2017</xref>; Santangelo &#x0026; Valente <xref ref-type="bibr" rid="CIT0051">2020</xref>; Widawski et al. <xref ref-type="bibr" rid="CIT0068">2020</xref>).</p>
<p>Worldwide research reveals that contemporary tourists seek authentic travel experiences (Chingombe &#x0026; Taru <xref ref-type="bibr" rid="CIT0011">2018</xref>; Phau et al. <xref ref-type="bibr" rid="CIT0042">2013</xref>; Reimold <xref ref-type="bibr" rid="CIT0045">2001</xref>; Stokes, Cook &#x0026; Drew <xref ref-type="bibr" rid="CIT0062">2003</xref>) and geotourism can provide such an authentic experience (Ginting &#x0026; Febriand <xref ref-type="bibr" rid="CIT0020">2018</xref>). Newsome, Dowling and Leung (<xref ref-type="bibr" rid="CIT0037">2012</xref>) note that</p> 
<disp-quote>
<p>[<italic>I</italic>]n recent years there has been a rapid expansion of tourism interest in geological features and landscapes, both within existing protected areas due to the recognition and identification of geosites via geoconservation activities, governmental recognition of geo-heritage and the emergence of a complex tourism demographic that is more demanding of new, unique and educative experiences. (p. 20)</p>
</disp-quote>
<p>Surrounding what is considered as geoheritage, Lima, Brilha and Salamuni (<xref ref-type="bibr" rid="CIT0033">2010</xref>) note</p> 
<disp-quote>
<p>[<italic>T</italic>]he UNESCO&#x2019;s Convention concerning the protection of the world cultural and natural heritage, signed in Paris in 1972, was the first international effort to select sites of paramount world importance due to their natural characteristics. (p. 1)</p>
</disp-quote>
<p>Carcavilla et al. (<xref ref-type="bibr" rid="CIT0009">2009</xref>) note that globally, a minority of countries do see geoheritage conservation as an essential activity and currently, three international programs working with International Union of Conservation of Nature (IUCN) programmes are creating opportunities to protect geological (geo) heritage as follows: the UNESCO World Heritage Convention, the Biosphere Reserves and Wetlands of International Importance (Ramsar Agreement).</p>
<p>Ruban (<xref ref-type="bibr" rid="CIT0049">2015</xref>) summarised the number of journal articles published globally on geotourism between 2012 and 2014 and found that there was limited research conducted on the subject. From the article summary, it was found that there are 179 published articles on geotourism in Europe, 104 on Asia and 29 on Africa. Only approximately 10 of the publications on Africa dealt with South African geoheritage. It is clear that there is paucity of information in South Africa in terms of realising the potential from geotourism by undertaking empirical research to guide its development. Geotourism can assist to create local enterprises and new jobs (Dowling &#x0026; Newsome <xref ref-type="bibr" rid="CIT0015">2010</xref>; UNESCO <xref ref-type="bibr" rid="CIT0064">2016</xref>) and educate tourists and local people on the need to protect geopark attributes. For example, geotourism has been effectively utilised to establish local enterprises and educate tourists and local people in order to promote conservation of geoheritage sites in Europe, Asia, Australia and Canada (Newsome et al. <xref ref-type="bibr" rid="CIT0037">2012</xref>; Rozenkiewicz et al. <xref ref-type="bibr" rid="CIT0048">2020</xref>; Santangelo &#x0026; Valente <xref ref-type="bibr" rid="CIT0051">2020</xref>; Widawski et al. <xref ref-type="bibr" rid="CIT0068">2020</xref>).</p>
<p>Given that geotourism is so important, there were several strong motives for researching the factors and subsequent variables that can influence the measurement scale for geotourism development and for choosing the KNP as a case study. Firstly, no study has investigated the measurement scales that may influence or hinder geotourism development at the KNP. Therefore, there is a need to address a conundrum of intertwined endogenous and exogenous conditions as a strategy for enhancing the viability of community-based geotourism projects (Mukwada &#x0026; Sekhele <xref ref-type="bibr" rid="CIT0034">2017</xref>). This article contributes by filling this gap as it identifies a quantitative measurement scale based on factors and subsequent variables to measure the potential of a national park for geotourism development. Secondly, the current knowledge of heritage resources, especially geotourism within protected areas, is extremely limited (South African Heritage Resources Agency [SAHRA] <xref ref-type="bibr" rid="CIT0057">2017</xref>:20). Generally, national parks, especially in African countries, are managed and financed by national and/or provincial governments. As public resources often are located in relatively remote and poor rural areas, national parks ought to be available and accessible to the countries&#x2019; citizens, especially living in communities abutting the parks to leverage value for local community sustainability, conservation and economic development. According to Ngwira (<xref ref-type="bibr" rid="CIT0039">2020</xref>) and Reimold (<xref ref-type="bibr" rid="CIT0045">2001</xref>), South Africa has abundant natural resources that are not utilised for educational, recreational or tourism purposes. This indicates great potential for natural attractions such as geoheritage sites in the KNP, which have not been utilised by South African parks. Schutte (<xref ref-type="bibr" rid="CIT0054">2009</xref>) indicates that few local or international tourists know about the KNP as a geopark leveraging geological history and the cultural heritage of the park. This could be because of the fact that research in the KNP focuses predominantly on biophysical issues and to date insufficiently on the social-ecological issues of the park (Smit et al. <xref ref-type="bibr" rid="CIT0056">2017</xref>:10). In addition, geotourism in South Africa has not as yet been effectively developed and promoted by the National Department of Tourism (NDT) or explored as a potential by the KNP management. Reasons for this include lack of institutional and public participation in heritage concepts (Ngwira <xref ref-type="bibr" rid="CIT0039">2020</xref>; Reimold <xref ref-type="bibr" rid="CIT0044">1999</xref>), lack of data on important geological or geomorphological sites (Schutte &#x0026; Booysen <xref ref-type="bibr" rid="CIT0055">2010</xref>) and problems with prescribing relevant legislation to manage these precious places (Cairncross <xref ref-type="bibr" rid="CIT0008">2011</xref>:204). In addition, although some strategic, legislative framework for protecting South Africa&#x2019;s heritage resources has been in operation for more than a decade, it has neither achieved a valuable level of heritage management and protection nor achieved the adequate development of a related heritage geotourism sector (National Department of Science and Technology [NDST] <xref ref-type="bibr" rid="CIT0035">2012</xref>:20). Thirdly, whilst the National Tourism Sector Strategy (NTSS) of South Africa recognises the tourism sector&#x2019;s potential to bring about community economic growth and employment creation (NDT <xref ref-type="bibr" rid="CIT0036">2017</xref>), the main focus for visitors at the KNP is still wildlife viewing (Gr&#x00FC;newald, Schleuning &#x0026; B&#x00F6;hning-Gaese <xref ref-type="bibr" rid="CIT0023">2016</xref>; Scholtz, Kruger &#x0026; Saayman <xref ref-type="bibr" rid="CIT0032">2014</xref>). Neglecting the importance of developing geotourism potentially misses an opportunity to fully achieve sustainable tourism-related business development for surrounding communities. The findings of this article are a contribution to the limited literature on South African parks&#x2019; potential as geoparks for opportunities related to geotourism valuable in helping to ensure long-term sustainability for related community business competitiveness and local community inclusion.</p>
<p>The KNP is located in the north-eastern corner of South Africa. The park is the largest national park in Africa and one of the top tourist destinations in the world (SANParks <xref ref-type="bibr" rid="CIT0058">2018</xref>; Smit et al. <xref ref-type="bibr" rid="CIT0056">2017</xref>:3). Abutting communities could benefit from the KNP as a public resource (United Nations <xref ref-type="bibr" rid="CIT0063">2015</xref>). As a result, parks (geoparks) as public resources must be available for leverage by local abutting communities so that the following 2030 SDGs 1 (poverty alleviation), 2 (ending hunger), 8 (sustainable economic growth and job creation), 9 (infrastructure development), 10 (reduce inequality) and 15 (protection of natural resources) can be realised. For instance, as regards untapped geotourism potential, for the Venda communities abutting the north of the KNP (<xref ref-type="fig" rid="F0001">Figure 1</xref>), there are exemplary geoheritage sites with both very high geotourism and cultural values currently totally un-utilised for geotourism, for instance (see yellow indicators in <xref ref-type="fig" rid="F0001">Figure 1</xref>):</p>
<list list-type="bullet">
<list-item><p>Thulamela (no.1), showing circular sandstone wall reconstruction of Venda chief&#x2019;s home and traditional court;</p></list-item>
<list-item><p>Shaluka (no.5) and Nkovakulu (no.11), revealing spectacular vesicular and amygdaloidal basalt packed in circular form, indicating ruins of old dwellings of Venda people;</p></list-item>
<list-item><p>Makahane (no.9), dinosaur remains;</p></list-item>
<list-item><p>A basalt sofa (no.13), formed by a volcano millions of years ago;</p></list-item>
<list-item><p>Mashikiri (no.12), rock art lines inside the concave cave, indicating the presence of the ancient life of hominids;</p></list-item>
<list-item><p>Kremetart (no.14), presenting ancient graves, portholes and important geological structures such as beddings, joints, faults and ripple marks;</p></list-item>
<list-item><p>Malonga Diamond Prospecting Pit (no.15), offering gemstones and natural spring as attractions.</p></list-item>
</list>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Map of the northern part of KNP indicating the study area, geoheritage sites and abutting communities.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="AC-20-861-g001.tif"/>
</fig>
<p>Definitions of geotourism have evolved as tourist began to focus on geological heritage and geoconservation, incorporating notions such as understanding others&#x2019; cultures, personal education and sustainability in terms of the importance of recognising the need to preserve such sites and indigenous communities who cohabit with or near it (Hose <xref ref-type="bibr" rid="CIT0027">2016</xref>; Newsome et al. <xref ref-type="bibr" rid="CIT0037">2012</xref>). As it evolves, several definitions for geotourism have been proposed (Boley, Nickeson &#x0026; Bosak <xref ref-type="bibr" rid="CIT0004">2016</xref>; Gordon <xref ref-type="bibr" rid="CIT0021">2018</xref>; Ruban <xref ref-type="bibr" rid="CIT0049">2015</xref>), often using terminologies such as geodiversity, geoconservation, geoheritage and geosite in different ways, but what the concepts of geotourism and geoheritage encompass is widely argued in literature (Brilha <xref ref-type="bibr" rid="CIT0007">2018</xref>).</p>
<p>Dowling and Newsome (<xref ref-type="bibr" rid="CIT0015">2010</xref>) suggest that geotourism can be divided into two parts: thus, geo and tourism: &#x2018;geo&#x2019; means geomorphology, whilst &#x2018;tourism&#x2019; refers to visiting, learning, appreciating and engaging with geosites.</p> 
<p>However, this has a lack of emphasis on the well-being of residents as historic guardians of a geological area with their associated culture. Ehsan, Leman and Begum (<xref ref-type="bibr" rid="CIT0017">2013</xref>:1713) capture this omission by better defining geotourism as a &#x2018;tool for sustainable development of geoheritage resources&#x2019;. Hose (<xref ref-type="bibr" rid="CIT0026">2012</xref>:4) claims that no studies have adequately covered the &#x2018;current breadth of modern geotourism in terms of the nature of [local community] provision and geographical coverage, together with its theoretical underpinnings&#x2019;, which this study addresses. This definition is in line with Jimura (<xref ref-type="bibr" rid="CIT0029">2011</xref>). For this research, according to Pacione (<xref ref-type="bibr" rid="CIT0041">2001</xref>:356), local community is: &#x2018;a group of people who share a geographic area and are bound together by common culture, values, race or social class&#x2019;. Establishing a measurement scale that encompasses evaluating development factors of a geopark such as the KNP that then guides the development of geotourism to the benefit of local communities becomes critical.</p>
</sec>
<sec id="s0003">
<title>Research method and design</title>
<sec id="s20004">
<title>Scale development process</title>
<p>This research was exploratory in nature (Jennings <xref ref-type="bibr" rid="CIT0028">2010</xref>). According to Jennings (<xref ref-type="bibr" rid="CIT0028">2010</xref>:17), the exploratory method &#x2018;is conducted when very little or no information or data exist on the tourism phenomenon being investigated&#x2019;. This is most suitable to this article as the concept of geotourism is new (Ruban <xref ref-type="bibr" rid="CIT0049">2015</xref>), and although there is much literature suggesting influential factors for other areas of tourism, there are no current academic studies, which specifically determined influential factors towards geotourism in South Africa.</p>
<p>Constructs reflecting important concepts of geotourism were identified from reviewed literature. Ashley and Boyd (<xref ref-type="bibr" rid="CIT0001">2006</xref>:70) describe quantitative research as a technique that is an analytical and objective measurement of observable phenomena. As such, because of the absence of a standardised quantitative survey for investigating potential for geotourism development, previous studies were used to construct the exploratory research instrument. In this study, questions were grouped and synthesised into seven main constructs based on previous geotourism-related studies as shown in <xref ref-type="table" rid="T0001">Table 1</xref> to gain an insight into what potential tourists do, want or desire of national park geotourism activities (only people who visited national parks could partake in the survey) and to understand geotourism as a tourism product of a national park. It is anticipated that the findings and recommendations emanating from this study would help guide what is needed for future geotourism development.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Survey constructs and authors.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Construct</th>
<th valign="top" align="left">Sources</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Demographics of respondents</td>
<td align="left">Bo&#x017E;ic and Tomic (<xref ref-type="bibr" rid="CIT0006">2015</xref>); Yao (<xref ref-type="bibr" rid="CIT0069">2013</xref>)</td>
</tr>
<tr>
<td align="left">Knowledge on geotourism</td>
<td align="left">Bo&#x017E;ic and Tomic (<xref ref-type="bibr" rid="CIT0006">2015</xref>)</td>
</tr>
<tr>
<td align="left">Motivations in relation to geotourism</td>
<td align="left">Cheung (<xref ref-type="bibr" rid="CIT0010">2016</xref>); Stokes et al. (<xref ref-type="bibr" rid="CIT0062">2003</xref>); Yao (<xref ref-type="bibr" rid="CIT0069">2013</xref>)</td>
</tr>
<tr>
<td align="left">Visitor attributes and behaviour when visiting geoheritage sites</td>
<td align="left">Boley Nickerson and Bosak (<xref ref-type="bibr" rid="CIT0003">2011</xref>); Stokes et al. (<xref ref-type="bibr" rid="CIT0062">2003</xref>); Yao (<xref ref-type="bibr" rid="CIT0069">2013</xref>)</td>
</tr>
<tr>
<td align="left">Tour preferences in relation to geotourism</td>
<td align="left">Cheung (<xref ref-type="bibr" rid="CIT0010">2016</xref>)</td>
</tr>
<tr>
<td align="left">Potential benefits of geotourism</td>
<td align="left">Boley et al. (<xref ref-type="bibr" rid="CIT0003">2011</xref>); Ngwira (<xref ref-type="bibr" rid="CIT0038">2015</xref>); Stokes et al. (<xref ref-type="bibr" rid="CIT0062">2003</xref>)</td>
</tr>
<tr>
<td align="left">Potential challenges of geotourism</td>
<td align="left">Brilha (<xref ref-type="bibr" rid="CIT0007">2018</xref>); Ngwira (<xref ref-type="bibr" rid="CIT0038">2015</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Consequently, the online questionnaire used during the survey consisted of seven sections:</p>
<list list-type="bullet">
<list-item><p><bold>Section A (Demographics of respondents):</bold> Background information about the respondents was collected in order to understand their demographic characteristics (Bo&#x017E;ic &#x0026; Tomic <xref ref-type="bibr" rid="CIT0006">2015</xref>:537; Yao <xref ref-type="bibr" rid="CIT0069">2013</xref>:29).</p></list-item>
<list-item><p><bold>Section B1 (Knowledge on geotourism):</bold> Respondents were assessed based on their geotourism knowledge in order to measure their knowledge on geoheritage issues (Bo&#x017E;ic &#x0026; Tomic <xref ref-type="bibr" rid="CIT0006">2015</xref>:540).</p></list-item>
<list-item><p><bold>Section B2 (Motivations in relation to [undertaking] geotourism):</bold> The construct on motivations in relation to geotourism was measured using the different items as suggested by Cheung (<xref ref-type="bibr" rid="CIT0010">2016</xref>), Stokes et al. (<xref ref-type="bibr" rid="CIT0062">2003</xref>) and Yao (<xref ref-type="bibr" rid="CIT0069">2013</xref>). Items were answered using a 5-point Likert scale ranging from 1 through 5 with 1 = &#x2018;not at all influential&#x2019; and 5 = &#x2018;extremely influential&#x2019;.</p></list-item>
<list-item><p><bold>Section B3 (Visitor attributes and behaviour when visiting geoheritage sites):</bold> The visitors&#x2019; attributes and behaviours when visiting geoheritage sites were assessed by using three separate scales: one assessed the visitors&#x2019; attributes towards geoheritage sites (Yao <xref ref-type="bibr" rid="CIT0069">2013</xref>) at the KNP (<xref ref-type="table" rid="T0002">Table 3</xref>) by using a 5-point Likert scale ranging from 1 through 5 with 1 = &#x2018;strongly disagree&#x2019; and 5 = &#x2018;strongly agree&#x2019;, the second assessed attributes or behaviours of visitors towards geotourism (Boley et al. <xref ref-type="bibr" rid="CIT0003">2011</xref>; Stokes et al. <xref ref-type="bibr" rid="CIT0062">2003</xref>) (<xref ref-type="table" rid="T0004">Table 4</xref>) by using a 5-point Likert scale ranging from 1 through 5 with 1 = &#x2018;not at all important&#x2019; and 5 = &#x2018;extremely important&#x2019; and the third rated what a visitor would like to have or see when visiting geoheritage sites (Boley et al. <xref ref-type="bibr" rid="CIT0003">2011</xref>; Stokes et al. <xref ref-type="bibr" rid="CIT0062">2003</xref>) (<xref ref-type="table" rid="T0005">Table 5</xref>) by using a 5-point Likert scale ranging from 1 through 5 with 1 = &#x2018;not at all important&#x2019; and 5 = &#x2018;extremely important&#x2019;.</p></list-item>
<list-item><p><bold>Section B4 (Tour preferences in relation to geotourism):</bold> Items for assessing the respondents&#x2019; tour preferences in relation to geotourism (Cheung <xref ref-type="bibr" rid="CIT0010">2016</xref>) were measured using a categorical scale.</p></list-item>
<list-item><p><bold>Section B5 (Potential benefits of geotourism):</bold> The construct potential benefits of geotourism were assessed based on different items suggested by Boley et al. (<xref ref-type="bibr" rid="CIT0003">2011</xref>), Ngwira (<xref ref-type="bibr" rid="CIT0038">2015</xref>) and Stokes et al. (<xref ref-type="bibr" rid="CIT0062">2003</xref>) as shown in <xref ref-type="table" rid="T0006">Table 6</xref>. Items were rated using a 5-point Likert scale ranging from 1 through 5 with 1 = &#x2018;strongly disagree&#x2019; and 5 = &#x2018;strongly agree&#x2019;.</p></list-item>
<list-item><p><bold>Section B6 (Potential challenges of geotourism):</bold> The potential challenges of geotourism were rated based on items (<xref ref-type="table" rid="T0007">Table 7</xref>) developed from findings by Brilha (<xref ref-type="bibr" rid="CIT0007">2018</xref>) and Ngwira (<xref ref-type="bibr" rid="CIT0038">2015</xref>). Items were rated using a 5-point Likert scale ranging from 1 through 5 with 1 = &#x2018;strongly disagree&#x2019; and 5 = &#x2018;strongly agree&#x2019;.</p></list-item>
</list>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Factor analysis for motivation in relation to geotourism.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="2"><bold>Factor 1: Geoheritage, culture and social responsibility</bold></td>
</tr>
<tr>
<td align="left">To experience a site where natural, historic and cultural aspects have been preserved</td>
<td align="center">0.757</td>
</tr>
<tr>
<td align="left">To visit a destination valued by most people (i.e. World Heritage)</td>
<td align="center">0.649</td>
</tr>
<tr>
<td align="left">To visit destinations offering unique historical or cultural sites compared to other destinations</td>
<td align="center">0.638</td>
</tr>
<tr>
<td align="left">To experience people, lifestyles, languages and cultures very different from my own</td>
<td align="center">0.634</td>
</tr>
<tr>
<td align="left">To visit places where I can experience historic, art galleries, museums, charming towns or locations</td>
<td align="center">0.620</td>
</tr>
<tr>
<td align="left">To visit geoheritage sites that are socially and locally oriented (e.g. employment of local people and support 1)</td>
<td align="center">0.562</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 2: Personal education and stimulation</bold></td>
</tr>
<tr>
<td align="left">To satisfy my curiosity</td>
<td align="center">&#x2212;0.799</td>
</tr>
<tr>
<td align="left">To visit destinations offering a unique bundle of geological features and attractions compared to other destinations</td>
<td align="center">&#x2212;0.781</td>
</tr>
<tr>
<td align="left">To obtain intellectual stimulation</td>
<td align="center">&#x2212;0.763</td>
</tr>
<tr>
<td align="left">To have a memorable experience</td>
<td align="center">&#x2212;0.630</td>
</tr>
<tr>
<td align="left">To increase my knowledge of geological sites and landforms</td>
<td align="center">&#x2212;0.553</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 3: Rurality and exercise</bold></td>
</tr>
<tr>
<td align="left">To visit small towns and rural areas</td>
<td align="center">0.684</td>
</tr>
<tr>
<td align="left">To do some exercise</td>
<td align="center">0.621</td>
</tr>
<tr>
<td align="left">To visit remote locations</td>
<td align="center">0.445</td>
</tr>
<tr>
<td align="left">To meet other travellers who share my interests</td>
<td align="center">0.407</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 4: Accessibility and facilities</bold></td>
</tr>
<tr>
<td align="left">To experience high-quality accommodation</td>
<td align="center">0.787</td>
</tr>
<tr>
<td align="left">To visit destinations that are easily accessible</td>
<td align="center">0.559</td>
</tr>
<tr>
<td align="left">To visit large cities</td>
<td align="center">0.461</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 5: Safety and Security</bold></td>
</tr>
<tr>
<td align="left">To visit sites that control the number of people entering</td>
<td align="center">0.978</td>
</tr>
<tr>
<td align="left">To visit a site that has a high level of safety and security</td>
<td align="center">0.479</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>KNP, Kruger National Park.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>Factor analysis for visitors&#x2019; attributes towards geoheritage sites.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="2"><bold>Factor 1: Natural characteristics</bold></td>
</tr>
<tr>
<td align="left">I value the geoheritage sites at KNP</td>
<td align="center">0.946</td>
</tr>
<tr>
<td align="left">I value the historical architecture of the geoheritage sites</td>
<td align="center">0.928</td>
</tr>
<tr>
<td align="left">The geoheritage sites reflect the identity of South Africa</td>
<td align="center">0.769</td>
</tr>
<tr>
<td align="left">The geoheritage sites are attractive to visit</td>
<td align="center">0.700</td>
</tr>
<tr>
<td align="left">The geoheritage sites are authentic</td>
<td align="center">0.626</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 2: Accessibility and conservation</bold></td>
</tr>
<tr>
<td align="left">There is adequate parking available near the geoheritage sites</td>
<td align="center">0.951</td>
</tr>
<tr>
<td align="left">The geoheritage sites are easily accessible</td>
<td align="center">0.904</td>
</tr>
<tr>
<td align="left">There is clear and visible signage to the geoheritage sites</td>
<td align="center">0.773</td>
</tr>
<tr>
<td align="left">The geoheritage sites have very good historical information</td>
<td align="center">0.654</td>
</tr>
<tr>
<td align="left">The geoheritage sites are conserved and/or maintained very well</td>
<td align="center">0.562</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Factor analysis for visitors&#x2019; attributes towards geotourism.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="2"><bold>Factor 1: Representativeness of the geoheritage site</bold></td>
</tr>
<tr>
<td align="left">Seeing an aspect of park&#x2019;s heritage</td>
<td align="center">0.915</td>
</tr>
<tr>
<td align="left">Learning about what life was like back then</td>
<td align="center">0.773</td>
</tr>
<tr>
<td align="left">Experiencing a different environment</td>
<td align="center">0.761</td>
</tr>
<tr>
<td align="left">Learning about the history of park</td>
<td align="center">0.752</td>
</tr>
<tr>
<td align="left">Opportunity for me to learn more about the park</td>
<td align="center">0.738</td>
</tr>
<tr>
<td align="left">Having interpretive information available</td>
<td align="center">0.647</td>
</tr>
<tr>
<td align="left">Seeing well-preserved old buildings</td>
<td align="center">0.639</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 2: Entertainment for children</bold></td>
</tr>
<tr>
<td align="left">Having children&#x2019;s entertainment available</td>
<td align="center">0.813</td>
</tr>
<tr>
<td align="left">Helping my children learn about the park</td>
<td align="center">0.656</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p>Factor analysis for important visitor likes when visiting geoheritage sites.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="2"><bold>Factor 1: Service and facilities</bold></td>
</tr>
<tr>
<td align="left">Good information</td>
<td align="center">0.858</td>
</tr>
<tr>
<td align="left">An authentic experience</td>
<td align="center">0.804</td>
</tr>
<tr>
<td align="left">Good quality guiding</td>
<td align="center">0.604</td>
</tr>
<tr>
<td align="left">Good visitor amenities</td>
<td align="center">0.532</td>
</tr>
<tr>
<td align="left">Friendly welcome</td>
<td align="center">0.528</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 2: Urban and sophisticated preferences</bold></td>
</tr>
<tr>
<td align="left">Nice cafes</td>
<td align="center">&#x2212;0.834</td>
</tr>
<tr>
<td align="left">Shopping for crafts</td>
<td align="center">&#x2212;0.826</td>
</tr>
<tr>
<td align="left">Well-developed attraction</td>
<td align="center">&#x2212;0.597</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0006">
<label>TABLE 6</label>
<caption><p>Factor analysis for potential benefits of geotourism.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="2"><bold>Factor 1: Local social sustainability benefits</bold></td>
</tr>
<tr>
<td align="left">I desire a reasonable amount of revenue from geotourism to go into the hands of the local people</td>
<td align="center">0.981</td>
</tr>
<tr>
<td align="left">The local people should be satisfied with the role geotourism plays in their community</td>
<td align="center">0.932</td>
</tr>
<tr>
<td align="left">Geotourism must contribute to the integrity of the local community</td>
<td align="center">0.928</td>
</tr>
<tr>
<td align="left">Geotourism must build cultural pride within the local community</td>
<td align="center">0.905</td>
</tr>
<tr>
<td align="left">Geotourism should provide opportunities for education amongst the local community</td>
<td align="center">0.882</td>
</tr>
<tr>
<td align="left">The local people&#x2019;s opinions must be considered in the geotourism planning process</td>
<td align="center">0.816</td>
</tr>
<tr>
<td align="left">I am concerned with whether or not my visit impacts the local community</td>
<td align="center">0.761</td>
</tr>
<tr>
<td align="left">The local people must have the opportunity to manage geotourism in their region</td>
<td align="center">0.743</td>
</tr>
<tr>
<td align="left">Hiring local people must be a priority of geotourism-related business</td>
<td align="center">0.743</td>
</tr>
<tr>
<td align="left">Geotourism-related jobs should be filled by local people</td>
<td align="center">0.677</td>
</tr>
<tr>
<td align="left">I am likely to eat locally grown food</td>
<td align="center">0.669</td>
</tr>
<tr>
<td align="left">I am likely to buy locally made arts and crafts</td>
<td align="center">0.494</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 2: Local economic/business development</bold></td>
</tr>
<tr>
<td align="left">I am likely to use locally franchised restaurants</td>
<td align="center">0.961</td>
</tr>
<tr>
<td align="left">I am likely to use locally franchised hotels</td>
<td align="center">0.797</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T0007">
<label>TABLE 7</label>
<caption><p>Factor analysis for potential challenges of geotourism.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" colspan="2"><bold>Factor 1: Impacts on nature</bold></td>
</tr>
<tr>
<td align="left">Geotourism has the potential to damage cultural heritage</td>
<td align="center">0.913</td>
</tr>
<tr>
<td align="left">Geotourism can increase loss of biodiversity</td>
<td align="center">0.677</td>
</tr>
<tr>
<td align="left">Geotourism is associated with the degradation of geoheritage and/or natural resources</td>
<td align="center">0.635</td>
</tr>
<tr>
<td align="left" colspan="2"><bold>Factor 2: Impacts on human</bold></td>
</tr>
<tr>
<td align="left">Geotourism can lead to tourists being exposed to poachers and dangerous wild animals</td>
<td align="center">0.777</td>
</tr>
<tr>
<td align="left">Geotourism can bring up tensions in communities</td>
<td align="center">0.541</td>
</tr>
<tr>
<td align="left">Geotourism can lead to overcrowding</td>
<td align="center">0.513</td>
</tr>
<tr>
<td align="left">Geotourism can lead to a decrease in tourists visiting the park</td>
<td align="center">0.425</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The following steps were followed to validate the instrument as recommended by Bonn et al. (<xref ref-type="bibr" rid="CIT0005">2007</xref>). <xref ref-type="table" rid="T0001">Table 1</xref> constructs had been derived from multi-country research but not African research (African national parks were the focus of the index development). It was necessary to pre-test the items for content and face validity undertaken as follows:</p>
<list list-type="bullet">
<list-item><p>Content validity: an in-depth literature analysis was performed to identify the relevant influential factors towards geotourism (<xref ref-type="table" rid="T0001">Table 1</xref>), including those relating to the African national parks and the KNP, because of the absence of a standardised questionnaire for measuring factors influencing geotourism development at the KNP.</p></list-item>
<list-item><p>Face validity: The specialist statistical service consultancy at the University of Johannesburg and professionals working at the South African National Parks (SANParks) assessed and advised on the formulation of the questionnaire and measuring scales before field work was conducted to ensure that the data collected was credible. Some items were considered redundant and dropped as a result of the face validity exercise.</p></list-item>
</list>
<p>The revised scale items were then tested for the reliability of the identified factors and subsequent variables, by calculating the reliability coefficients (Cronbach&#x2019;s alpha).</p>
</sec>
<sec id="s20005">
<title>Data collection</title>
<p>The survey sample was obtained from volunteering respondents who completed the online questionnaire hosted by SANParks on their social media platforms (Twitter and Facebook) for 3 months in 2019 from 03 July 2019 to 20 September 2019. The respondents were considered representative of tourists who had visited or intend to visit South Africa&#x2019;s national parks showing interest in visiting the national parks by accessing the SANParks&#x2019; social media feeds to gain information. These respondents were deemed suitable to gauge their interest in the opportunity for geotourism development. Only adult respondents (18 years and above) were allowed to complete the questionnaire.</p>
<p>Although sample size is a significant consideration in factor analysis, there are different views and several criteria used. The lack of consensus is noted by Hogarty et al. (<xref ref-type="bibr" rid="CIT0025">2005</xref>:203), who noted that these &#x2018;different [sample size] approvals have not served researchers well&#x2019;. Hair et al. (<xref ref-type="bibr" rid="CIT0024">2007</xref>:172) suggested that sample sizes should be 100 or greater. Sapnas and Zeller (<xref ref-type="bibr" rid="CIT0052">2002</xref>:135) suggested that even 50 cases may be adequate for factor analysis. At the end of the online survey period on the SANParks&#x2019; social media pages, 1&#x00A0;015 people were captured using the survey software as viewing the online survey. However, only 207 started to answer the online survey, whilst 808 read the survey research description preamble but did not begin the survey. Of the 207 respondents who started to complete the survey, 102 questionnaires were incomplete and thus were not used in the statistical analysis. The rate of completion was a limitation and was because of the lack of tourist education about what geotourism actually is (Bo&#x017E;ic &#x0026; Tomic <xref ref-type="bibr" rid="CIT0006">2015</xref>; Cheung <xref ref-type="bibr" rid="CIT0010">2016</xref>; Reimold <xref ref-type="bibr" rid="CIT0045">2001</xref>; Ruban <xref ref-type="bibr" rid="CIT0049">2015</xref>; Schutte <xref ref-type="bibr" rid="CIT0054">2009</xref>). However, 105 respondents fully completed the questionnaire (completion rate of 50.7&#x0025;) and these 105 were used in the statistical analysis. It was also noted that the number of valid cases varied slightly as shown in the reported findings because of occasional missing responses. The average time to complete the survey was 14 minutes.</p>
</sec>
<sec id="s20006">
<title>Statistical data analysis</title>
<p>Quantitative data collected using the online survey were exported automatically from the online survey software (Questionpro.com <xref ref-type="bibr" rid="CIT0043">2019</xref>) to Excel&#x2122; and analysed using the Statistical Package for Social Sciences (SPSS, <xref ref-type="bibr" rid="CIT0059">2019</xref>) software (version 26) by the specialist statistical service consultancy Statskon at the University of Johannesburg (UJ). The Questionpro software allowed for both capturing and exporting the quantitative data captured in the survey per respondent.</p>
<p>Explanatory factor analysis (EFA) was conducted to determine the underlying structure of variables influencing the perceptions of tourists regarding the influential factors towards geotourism development at a national park. To determine whether a factor analysis could be conducted, Bartlett&#x2019;s test of sphericity and Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy were performed. According to Bartlett (<xref ref-type="bibr" rid="CIT0002">1954</xref>), a factor analysis is appropriate when the result of the Bartlett test for sphericity indicates significance (<italic>p</italic> &#x003C; 0.05). In addition, Kaiser (<xref ref-type="bibr" rid="CIT0030">1970</xref>) explains that the minimum value of the KMO (the measure of sampling adequacy) for a factor analysis to be performed should be 0.6. In order to determine the factors from the respective data variables, the pattern matrix of the Principal Axis Factoring (PAF) data extraction technique was applied. The Kaiser normalisation (eigenvalues 1.0 or above) guided the decision on the amount of factors retained. To name the factors, according to Dancey and Reidy (<xref ref-type="bibr" rid="CIT0014">2004</xref>:431), a decision should be made on how strong the factor loadings must be to be included in a factor, but this tends to be arbitrary and varies amongst authors. All variables with a factor loading of 0.4 or above were considered as contributing to a factor and all with loadings lower than 0.4 as not correlating significantly with this factor (Steyn <xref ref-type="bibr" rid="CIT0061">2000</xref>) and deleted from the analysis. In addition, any item that cross-loaded onto two factors, with factor loadings of 0.4 or&#x00A0;above, was categorised in the factor where interpretability&#x00A0;was best. The reliability or internal consistency of all the factors was measured using Cronbach&#x2019;s alpha coefficient &#x03B1;. George and Mallery (<xref ref-type="bibr" rid="CIT0019">2003</xref>:231) provide the following guidelines for Cronbach&#x2019;s alpha results: &#x003E; 0.9&#x00A0;&#x2013; Excellent; &#x003E; 0.8 &#x2013; Good; &#x003E; 0.7 &#x2013; Acceptable; &#x003E; 0.6 &#x2013; Questionable; &#x003E; &#x2013;0.5 &#x2013; Poor; &#x003C; &#x2013; Unacceptable.</p>
</sec>
<sec id="s20007">
<title>Ethical consideration</title>
<p>This article was part of the PhD study that begun in 2018 and there were no ethical permit numbers required, but an ethical clearance was confirmed by the department. In order to obtain quantitative data from tourists, a request was made to SANParks to use their database of tourists in order to&#x00A0;administer the questionnaire using an online system. In order to avoid raising any expectations, the respondents were informed in line with UJ&#x2019;s policies that their participation is voluntary and made aware that this work is solely for research and they should not expect any rewards for their participation. Respondents were not forced to answer questions they were not comfortable answering (the online survey allowed respondents to skip questions). All the personal information about participants was kept anonymous to protect their identity, both in this study and in any subsequent academic publications (Nr STH039).</p>
</sec>
</sec>
<sec id="s0008">
<title>Results</title>
<p>This section presents the profile of respondents as well as the findings of the factor analysis.</p>
<sec id="s20009">
<title>Sample profile (Demographics of respondents)</title>
<p>The sample demographic characteristics indicate that 57&#x0025; (<italic>n</italic> = 59) of the respondents are female and 43&#x0025; (<italic>n</italic> = 45) are male, whilst 1 was missing. In terms of race, 67&#x0025; (<italic>n</italic> = 68) of the respondents are white people, followed by 25&#x0025; (<italic>n</italic> = 25) respondents who are black people, 5&#x0025; (<italic>n</italic> = 5) are Indian or Asian and 3&#x0025; (<italic>n</italic> = 3) are mixed race, whilst a total of 4 responses were missing.</p>
</sec>
<sec id="s20010">
<title>Factor analysis</title>
<p>The pattern matrix of the EFA extraction technique using principal axis factoring and Oblimin rotation with Kaiser normalisation identified factors for each construct. These were labelled according to similar variables or items (<xref ref-type="table" rid="T0002">Tables 2</xref>&#x2013;<xref ref-type="table" rid="T0007">7</xref>). These factors accounted for more than 50&#x0025; of the total variance for all the constructs. All factors indicated very good reliability with Cronbach alphas above 0.9 and the KMO measure of sampling adequacy was all above the commonly recommended value of 0.6, indicating that the items correlated with each other (Kaiser <xref ref-type="bibr" rid="CIT0030">1970</xref>). In all the cases, the BTS was significant (<italic>p</italic> = 0.000 &#x003C; 0.05), supporting the favourability for conducting factor analysis (Bartlett <xref ref-type="bibr" rid="CIT0002">1954</xref>).</p>
<p>The last section (sample profile) highlighted the construct on demographic information of respondents, whilst this section (factor analysis) presents the results of explanatory factor analysis (EFA) in order to determine the influential factors towards geotourism development at a national park. The next section (<xref ref-type="table" rid="T0002">Table 2</xref>) unpacks the identified factors for construct 2 (motivation in relation to geotourism).</p>
<sec id="s30011">
<title>Construct 2: Motivation in relation to geotourism</title>
<p>As shown in <xref ref-type="table" rid="T0002">Table 2</xref>, the following five factors were determined as motivations in relation to geotourism: geoheritage, culture and social responsibility (Factors 1), personal education and stimulation (Factor 2), rurality and exercise (Factor 3), accessibility and facilities (Factor 4) and safety and security (Factor 5).</p>
<p>The EFA extraction technique (see section on factor analysis) resulted in five identified factors as motivations in relation to geotourism (<xref ref-type="table" rid="T0002">Table 2</xref>). The next section deals with factors identified on visitors&#x2019; attributes and behaviour when visiting geoheritage sites (construct 3).</p>
</sec>
<sec id="s30012">
<title>Construct 3: Visitors&#x2019; attributes and behaviour when visiting geoheritage sites</title>
<p>For construct 3, three scales were used, one assessed the visitors&#x2019; attributes towards geoheritage sites (<xref ref-type="table" rid="T0003">Table 3</xref>), the second assessed the important attributes or behaviours of visitors towards geotourism (<xref ref-type="table" rid="T0004">Table 4</xref>) and the third rated the most important visitor likes (<xref ref-type="table" rid="T0005">Table 5</xref>). Firstly, natural characteristics (Factor 1) and accessibility and conservation (Factor 2) were identified as the most important visitors&#x2019; attributes towards geoheritage sites.</p>
<p>Secondly, as shown in <xref ref-type="table" rid="T0004">Table 4</xref>, representativeness of geoheritage sites (Factor 1) and entertainment for children (Factor 2) emerged as the most influential attributes towards geotourism.</p>
<p>Thirdly, the findings indicate that service and facilities (Factor 1) and urban and sophisticated preferences (Factor 2) were identified as the most important visitor likes when visiting geoheritage sites (<xref ref-type="table" rid="T0005">Table 5</xref>).</p>
<p>This section discussed the identified factors influential on visitors&#x2019; attributes and behaviour when visiting geoheritage sites (<xref ref-type="table" rid="T0003">Tables 3</xref>&#x2013;<xref ref-type="table" rid="T0005">5</xref>). The next section reveals the identified factors for construct 4 (potential benefits of geotourism).</p>
</sec>
<sec id="s30013">
<title>Construct 4: Potential benefits of geotourism</title>
<p>Local social sustainability benefits (Factor 1) and local economic/business development (Factor 2) were determined as potential benefits of geotourism (<xref ref-type="table" rid="T0006">Table 6</xref>).</p>
<p>Whilst this section explored the construct on potential benefits of geotourism (<xref ref-type="table" rid="T0006">Table 6</xref>), the next section explores the potential challenges of geotourism (construct 5).</p>
</sec>
<sec id="s30014">
<title>Construct 5: Potential challenges of geotourism</title>
<p>As <xref ref-type="table" rid="T0007">Table 7</xref> shows, the impacts on nature (Factor 1) and impacts on human (Factor 2) were identified as potential challenges of geotourism development.</p>
</sec>
</sec>
</sec>
<sec id="s0015">
<title>Discussion</title>
<p>This study identified the factors that can influence the development of geotourism at the Kruger National Park. The general conclusion was that tourists in this sample were influenced towards geotourism by different factors and the characteristics of the KNP. A different set of factors was found to affect the motivation for visiting a geoheritage site, which includes geoheritage, culture and social responsibility, personal education and stimulation, rurality and exercise, accessibility and facilities and safety and security. This article corroborates the findings that geoheritage and culture (Gravari-Barbas <xref ref-type="bibr" rid="CIT0022">2018</xref>), social responsibility (Ehsan et al. <xref ref-type="bibr" rid="CIT0018">2016</xref>), personal education and stimulation (Hose <xref ref-type="bibr" rid="CIT0027">2016</xref>), rurality and exercise (Reimold et al. <xref ref-type="bibr" rid="CIT0046">2006</xref>; Stokes et al. <xref ref-type="bibr" rid="CIT0062">2003</xref>) and accessibility and facilities (Phau et al. <xref ref-type="bibr" rid="CIT0042">2013</xref>) are considered as some of the main motivational factors for visiting a geoheritage site.</p>
<p>It is clear from the results that visitors&#x2019; attributes towards geoheritage sites at the KNP are influenced by natural characteristics, accessibility and conservation factors and this is in support of previous research by Stokes et al. (<xref ref-type="bibr" rid="CIT0062">2003</xref>) and Newsome et al. (<xref ref-type="bibr" rid="CIT0037">2012</xref>). The findings indicate representativeness of geoheritage sites and entertainment for children as influential factors for visitors&#x2019; attributes towards geotourism. Furthermore, the findings indicate that service and facilities and urban and sophisticated preferences were identified as the important attributes when visiting a geoheritage site (Ginting &#x0026; Febriand <xref ref-type="bibr" rid="CIT0020">2018</xref>). This is in line with the findings of Klenosky (<xref ref-type="bibr" rid="CIT0031">2002</xref>) that pull factors (features, attractions or attributes of the destination itself) are important when visiting a tourism destination.</p>
<p>Local social sustainability benefits and local economic/business development were determined as factors that influence visitors&#x2019; attitudes towards the well-being of local people. This is consistent with the findings of Ginting and Febriand (<xref ref-type="bibr" rid="CIT0020">2018</xref>:2) that show &#x2018;geotourism bringing benefits to the tourist and local people&#x2019; where tourists obtain a unique travel experience and local people acquire economic benefits from tourist visits (Boley et al. <xref ref-type="bibr" rid="CIT0003">2011</xref>). The factors that can hinder the development of geotourism were impacts on nature and impacts on human that corroborate the results by Christian (<xref ref-type="bibr" rid="CIT0012">2018</xref>) and Reynard and Giusti (<xref ref-type="bibr" rid="CIT0047">2018</xref>).</p>
<p>Because of the absence of a single, standardised quantitative measurement scale, the factors and subsequent variables indicated in <xref ref-type="table" rid="T0002">Tables 2</xref>&#x2013;<xref ref-type="table" rid="T0007">7</xref> are considered suitable for investigating influential factors towards geotourism development.</p>
</sec>
<sec id="s0016">
<title>Recommendations</title>
<p>This article provides a clear and focussed view of an instrument for measuring the perceptions of tourists on influential factors towards geotourism development at the KNP. This instrument takes into account that the geoheritage, culture and social responsibility, personal education and stimulation, rurality and exercise, accessibility and facilities, safety and security, natural characteristics, accessibility and conservation, representativeness of geoheritage sites, entertainment for children, service and facilities, urban and sophisticated preferences, local social sustainability benefits, local economic/business development, impacts on nature and impacts on human may influence geotourism development.</p>
<p>From a methodological perspective, all these factors are suitable for measuring and analysing tourists&#x2019; perceptions on influential factors towards geotourism development at the KNP and other geotourism-focussed destinations. As this measurement scale provides different variables for measuring the tourists&#x2019; views on factors influencing geotourism development, it intends to assist SANParks, local community leaders, the private sector (including existing tour operators) and government departments in achieving a sustainable tourism activity. Findings from this article will enable them to plan, develop and market geotourism according to protect geoheritage sites, improve the well-being of local communities, improve and sustain the current tourism market product deliverables.</p>
</sec>
<sec id="s0017">
<title>Conclusions</title>
<p>The conclusion that can be drawn from this article is that the influential factors of geotourism (geoheritage, culture and social responsibility, personal education and stimulation, rurality and exercise, accessibility and facilities, safety and security, natural characteristics, accessibility and conservation, representativeness of geoheritage sites, entertainment for children, service and facilities, urban and sophisticated preferences, local social sustainability benefits, local economic/business development, impacts on nature and impacts on human) can play a pivotal role in geotourism development and local social sustainability. This study is the first of its kind to produce a uniquely South African measurement scale that can assist with opening new tourism opportunities such as geotourism for creation of local employment and park management and improve academic knowledge on geotourism. Because of this study, the factors and subsequent variables of geotourism at the KNP are now better understood. The developed method of determining factors influencing geotourism development serves as a guideline for future studies in South African National Parks, national parks on the African continent and also globally. However, there were various potential challenges that can hinder the development of geotourism at the KNP such as lack of public participation and inventory of geoheritage sites.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors would like to express gratitude to SANParks for granting the permission to conduct their research and all volunteering respondents who shared their perceptions regarding this research.</p>
<sec id="s20018" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors have declared that no competing interest exists.</p>
</sec>
<sec id="s20019">
<title>Authors&#x2019; contributions</title>
<p>All authors contributed equally to this work.</p>
</sec>
<sec id="s20020">
<title>Funding information</title>
<p>The research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</p>
</sec>
<sec id="s20021">
<title>Data availability statement</title>
<p>Data sharing is not applicable to this article as no new data were created or analysed in this study.</p>
</sec>
<sec id="s20022">
<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>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ashley</surname>, <given-names>P</given-names></string-name>. &#x0026; <string-name><surname>Boyd</surname>, <given-names>B</given-names></string-name>.</person-group>, <year>2006</year>, &#x2018;<article-title>Quantitative and qualitative approaches to research in environmental management</article-title>&#x2019;, <source><italic>Australian Journal of Environmental Management</italic></source> <volume>13</volume>(<issue>2</issue>), <fpage>70</fpage>&#x2013;<lpage>78</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1080/14486563.2006.9725118">https://doi.org/10.1080/14486563.2006.9725118</ext-link></comment></mixed-citation></ref>
<ref id="CIT0002"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bartlett</surname>, <given-names>M.S</given-names></string-name>.</person-group>, <year>1954</year>, &#x2018;<article-title>A note on the multiplying factors for various chi-square approximations</article-title>&#x2019;, <source><italic>Journal of the Royal Statistical Society</italic></source> <volume>16</volume>, <fpage>296</fpage>&#x2013;<lpage>298</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.2517-6161.1954.tb00174.x">https://doi.org/10.1111/j.2517-6161.1954.tb00174.x</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Boley</surname>, <given-names>B.B</given-names></string-name>., <string-name><surname>Nickerson</surname>, <given-names>N.P</given-names></string-name>. &#x0026; <string-name><surname>Bosak</surname>, <given-names>K</given-names></string-name>.</person-group>, <year>2011</year>, &#x2018;<article-title>Measuring geotourism: Developing and testing the geotraveler tendency scale (GTS)</article-title>&#x2019;, <source><italic>Journal of Travel Research</italic></source> <volume>50</volume>, <fpage>567</fpage>&#x2013;<lpage>578</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177&#x0025;2F0047287510382295">https://doi.org/10.1177&#x0025;2F0047287510382295</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Boley</surname>, <given-names>B.B</given-names></string-name>., <string-name><surname>Nickeson</surname>, <given-names>N.P</given-names></string-name>. &#x0026; <string-name><surname>Bosak</surname>, <given-names>K</given-names></string-name>.</person-group>, <year>2016</year>, &#x2018;<article-title>A critical examination exploring the differences between geotourism and ecotourism</article-title>&#x2019;, <source><italic>Tourism Travel and Research Association: Advancing Tourism Research Globally</italic></source> <volume>1</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>8</lpage>.</mixed-citation></ref>
<ref id="CIT0005"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bonn</surname>, <given-names>M.A</given-names></string-name>., <string-name><surname>Joseph-Mathews</surname>, <given-names>M.A</given-names></string-name>., <string-name><surname>Dai</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Hayes</surname>, <given-names>S</given-names></string-name>. &#x0026; <string-name><surname>Cave</surname>, <given-names>J</given-names></string-name>.</person-group>, <year>2007</year>, &#x2018;<article-title>Heritage/cultural attraction atmospherics: Creating the right environment for the heritage/cultural visitor</article-title>&#x2019;, <source><italic>Journal of Travel Research</italic></source> <volume>45</volume>(<issue>3</issue>), <fpage>345</fpage>&#x2013;<lpage>354</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177&#x0025;2F0047287506295947">https://doi.org/10.1177&#x0025;2F0047287506295947</ext-link></comment></mixed-citation></ref>
<ref id="CIT0006"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bo&#x017E;ic</surname>, <given-names>S</given-names></string-name>. &#x0026; <string-name><surname>Tomic</surname>, <given-names>N</given-names></string-name>.</person-group>, <year>2015</year>, &#x2018;<article-title>Canyons and gorges as potential geotourism destinations in Serbia: Comparative analysis from two perspectives &#x2013; General geotourists and pure geotourists</article-title>&#x2019;, <source><italic>Open Geoscience</italic></source> <volume>7</volume>(<issue>1</issue>), <fpage>531</fpage>&#x2013;<lpage>546</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1515/geo-2015-0040">https://doi.org/10.1515/geo-2015-0040</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Brilha</surname>, <given-names>J</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<chapter-title>Chapter 4 &#x2013; Geoheritage: Inventories and evaluation</chapter-title>&#x2019;, in <person-group person-group-type="editor"><string-name><given-names>E.</given-names> <surname>Reynald</surname></string-name> &#x0026; <string-name><given-names>J.</given-names> <surname>Brilha</surname></string-name> (eds.)</person-group>, <source><italic>Geoheritage assessment, protection and management</italic></source>.</mixed-citation></ref>
<ref id="CIT0008"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cairncross</surname>, <given-names>B</given-names></string-name>.</person-group>, <year>2011</year>, &#x2018;<article-title>The National Heritage Resource Act (1999): Can legislation protect South Africa&#x2019;s rare geoheritage resources?</article-title>&#x2019;, <source><italic>Resources Policy</italic></source> <volume>36</volume>(<issue>3</issue>), <fpage>204</fpage>&#x2013;<lpage>213</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.resourpol.2011.04.002">https://doi.org/10.1016/j.resourpol.2011.04.002</ext-link></comment></mixed-citation></ref>
<ref id="CIT0009"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Carcavilla</surname>, <given-names>L</given-names></string-name>., <string-name><surname>Dur&#x00E1;n</surname>, <given-names>J.J</given-names></string-name>., <string-name><surname>Garc&#x00ED;a-Cort&#x00E9;s</surname>, <given-names>A</given-names></string-name>. &#x0026; <string-name><surname>L&#x00F3;pez-Mart&#x00ED;nez</surname>, <given-names>J</given-names></string-name>.</person-group>, <year>2009</year>, &#x2018;<article-title>Geological heritage and geoconservation in Spain: Past, present, and future</article-title>&#x2019;, <source><italic>Geoheritage</italic></source> <volume>1</volume>(<issue>75</issue>), <fpage>1</fpage>&#x2013;<lpage>18</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12371-009-0006-9">https://doi.org/10.1007/s12371-009-0006-9</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cheung</surname>, <given-names>L.T.O</given-names></string-name>.</person-group>, <year>2016</year>, &#x2018;<article-title>The effect of geopark visitors&#x2019; travel motivations on their willingness to pay for accredited geo-guided tours</article-title>&#x2019;, <source><italic>Geoheritage</italic></source> <volume>8</volume>(<issue>3</issue>), <fpage>201</fpage>&#x2013;<lpage>209</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12371-015-0154-z">https://doi.org/10.1007/s12371-015-0154-z</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chingombe</surname>, <given-names>W</given-names></string-name>. &#x0026; <string-name><surname>Taru</surname>, <given-names>P</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<article-title>Rural geotourism as an option for development in Phuthaditjhaba: Golden Gate National Park Area, South Africa</article-title>&#x2019;, <source><italic>African Journal of Hospitality, Tourism and Leisure</italic></source> <volume>7</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>11</lpage>.</mixed-citation></ref>
<ref id="CIT0012"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Christian</surname>, <given-names>C.S</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<article-title>The Caribbean&#x2019;s geotourism potential and challenges: A focus on two Islands in the region</article-title>&#x2019;, <source><italic>Geosciences</italic></source> <volume>8</volume>(<issue>273</issue>), <fpage>1</fpage>&#x2013;<lpage>12</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/geosciences8080273">https://doi.org/10.3390/geosciences8080273</ext-link></comment></mixed-citation></ref>
<ref id="CIT0013"><mixed-citation publication-type="conference"><person-group person-group-type="author"><string-name><surname>Clawson</surname>, <given-names>M</given-names></string-name>.</person-group> (<year>1972</year>). &#x2018;<article-title>Park visits in the coming decades: Problems and opportunities</article-title>&#x2019;, in <person-group person-group-type="editor"><string-name><given-names>H.</given-names> <surname>Elliot</surname></string-name> (ed.)</person-group>, <conf-name>Second world conference on national parks, proceedings, Yellowstone and Grand Teton National Parks</conf-name>, <conf-loc>USA</conf-loc>, <conf-date>September 18&#x2013;27, 1972</conf-date>, pp. <fpage>117</fpage>&#x2013;<lpage>126</lpage>.</mixed-citation></ref>
<ref id="CIT0014"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Dancey</surname>, <given-names>C.P</given-names></string-name>. &#x0026; <string-name><surname>Reidy</surname>, <given-names>J</given-names></string-name>.</person-group>, <year>2004</year>, <source><italic>Statistics without maths for psychology: Using SPSS for Windows</italic></source>, <edition>3rd</edition> edn., <publisher-name>Prentice Hall</publisher-name>, <publisher-loc>New York, NY</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0015"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Dowling</surname>, <given-names>R.K</given-names></string-name>. &#x0026; <string-name><surname>Newsome</surname>, <given-names>D</given-names></string-name>.</person-group>, <year>2010</year>, <source><italic>Global geotourism perspectives</italic></source>, <publisher-name>Goodfellow Publishers Limited</publisher-name>, <publisher-loc>Woodeaton, Oxford</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0016"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>European Geoparks Network</collab></person-group>, <year>2011</year>, <source><italic>Arouca declaration on geotourism</italic></source>, <comment>viewed 03 February 2018, from <ext-link ext-link-type="uri" xlink:href="http://www.europeangeoparks.org/?p=223">http://www.europeangeoparks.org/?p=223</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0017"><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Ehsan</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Leman</surname>, <given-names>M.S</given-names></string-name>. &#x0026; <string-name><surname>Begum</surname>, <given-names>R.A</given-names></string-name>.</person-group>, <year>2013</year>, &#x2018;<article-title>Geotourism: A tool for sustainable development of geoheritage</article-title>&#x2019;, <source><italic>Advanced Materials Research</italic></source> <fpage>622</fpage>&#x2013;<lpage>623</lpage>, <fpage>1711</fpage>&#x2013;<lpage>1715</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4028/www.scientific.net/AMR.622-623.1711">https://doi.org/10.4028/www.scientific.net/AMR.622-623.1711</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ehsan</surname>, <given-names>S</given-names></string-name>., <string-name><surname>Begum</surname>, <given-names>R.A</given-names></string-name>. &#x0026; <string-name><surname>Leman</surname>, <given-names>M.S</given-names></string-name>.</person-group>, <year>2016</year>, &#x2018;<article-title>Competitive advantage of geotourism market in Malaysia: A comparison among ASEAN Economies</article-title>&#x2019;, <source><italic>Procedia &#x2013; Social and Behavioral Sciences</italic></source> <volume>219</volume>, <fpage>228</fpage>&#x2013;<lpage>234</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.sbspro.2016.05.010">https://doi.org/10.1016/j.sbspro.2016.05.010</ext-link></comment></mixed-citation></ref>
<ref id="CIT0019"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>George</surname>, <given-names>D</given-names></string-name>. &#x0026; <string-name><surname>Mallery</surname>, <given-names>P</given-names></string-name>.</person-group>, <year>2003</year>, <source><italic>SPSS for windows step by step: A simple guide and reference. 11.0 Update</italic></source>, <edition>4th</edition> edn., <publisher-name>Allyn and Bacon</publisher-name>, <publisher-loc>Boston, MA</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0020"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ginting</surname>, <given-names>N</given-names></string-name>. &#x0026; <string-name><surname>Febriand</surname>, <given-names>Y</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<article-title>Implementation of geotourism concept in developing natural tourist attraction at Parbaba Village, Toba&#x2019;s Caldera</article-title>&#x2019;, <source><italic>IOP Conference Series: Earth and Environmental Science</italic></source> <volume>126</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1088/1755-1315/126/1/012160">https://doi.org/10.1088/1755-1315/126/1/012160</ext-link></comment></mixed-citation></ref>
<ref id="CIT0021"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gordon</surname>, <given-names>J.E</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<article-title>Geoheritage, geotourism and the cultural landscape: Enhancing the visitor experience and promoting geoconservation</article-title>&#x2019;, <source><italic>Geosciences</italic></source> <volume>8</volume>(<issue>4</issue>), <fpage>2</fpage>&#x2013;<lpage>25</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/geosciences8040136">https://doi.org/10.3390/geosciences8040136</ext-link></comment></mixed-citation></ref>
<ref id="CIT0022"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gravari-Barbas</surname>, <given-names>M</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<article-title>Tourism as a heritage producing machine</article-title>&#x2019;, <source><italic>Tourism Management Perspectives</italic></source> <volume>26</volume>, <fpage>5</fpage>&#x2013;<lpage>8</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tmp.2017.12.002">https://doi.org/10.1016/j.tmp.2017.12.002</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gr&#x00FC;newald</surname>, <given-names>C</given-names></string-name>. <string-name><surname>Schleuning</surname>, <given-names>M</given-names></string-name>. &#x0026; <string-name><surname>B&#x00F6;hning-Gaese</surname>, <given-names>K</given-names></string-name>.</person-group>, <year>2016</year>, &#x2018;<article-title>Biodiversity, scenery and infrastructure: Factors driving wildlife tourism in an African Savannah National Park</article-title>&#x2019;, <source><italic>Biological Conservation</italic></source> <volume>201</volume>, <fpage>60</fpage>&#x2013;<lpage>68</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.biocon.2016.05.036">https://doi.org/10.1016/j.biocon.2016.05.036</ext-link></comment></mixed-citation></ref>
<ref id="CIT0024"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hair</surname>, <given-names>J.F</given-names></string-name>. <string-name><surname>Jr, Money</surname>, <given-names>A.H</given-names></string-name>., <string-name><surname>Samouel</surname>, <given-names>P</given-names></string-name>. &#x0026; <string-name><surname>Page</surname>, <given-names>M</given-names></string-name>.</person-group>, <year>2007</year>, <source><italic>Research methods for business</italic></source>, <publisher-name>Wiley</publisher-name>, <publisher-loc>Chichester</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0025"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hogarty</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Hines</surname>, <given-names>G</given-names></string-name>., <string-name><surname>Kromrey</surname>, <given-names>J</given-names></string-name>., <string-name><surname>Ferron</surname>, <given-names>J</given-names></string-name>. &#x0026; <string-name><surname>Mumford</surname>, <given-names>K</given-names></string-name>.</person-group>, <year>2005</year>, &#x2018;<article-title>The quality of factor solutions in exploratory factor analysis: The influence of sample size, communality, and over-determination</article-title>&#x2019;, <source><italic>Educational and Psychological Measurement</italic></source> <volume>65</volume>(<issue>2</issue>), <fpage>202</fpage>&#x2013;<lpage>226</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/0013164404267287">https://doi.org/10.1177/0013164404267287</ext-link></comment></mixed-citation></ref>
<ref id="CIT0026"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hose</surname>, <given-names>T.A</given-names></string-name>.</person-group>, <year>2012</year>, &#x2018;<article-title>Editorial: Geotourism and geoconservation</article-title>&#x2019;, <source><italic>Geoheritage</italic></source> <volume>4</volume>(<issue>1&#x2013;2</issue>), <fpage>1</fpage>&#x2013;<lpage>5</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12371-012-0059-z">https://doi.org/10.1007/s12371-012-0059-z</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Hose</surname>, <given-names>T.A</given-names></string-name>.</person-group>, <year>2016</year>, <source><italic>Geoheritage and geotourism: A European perspective (heritage matters)</italic></source>, <publisher-name>Boydell Press</publisher-name>, <publisher-loc>Woodbridge</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0028"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Jennings</surname>, <given-names>G</given-names></string-name>.</person-group>, <year>2010</year>, <source><italic>Tourism research</italic></source>, <edition>2nd</edition> edn., <publisher-name>John Wiley &#x0026; Sons</publisher-name>, <publisher-loc>Milton</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0029"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Jimura</surname>, <given-names>T</given-names></string-name>.</person-group>, <year>2011</year>, &#x2018;<article-title>The impact of World Heritage Site designation on local communities &#x2013; A case study of Ogimachi, Shirakawa-mura, Japan</article-title>&#x2019;, <source><italic>Tourism Management</italic></source> <volume>32</volume>(<issue>2</issue>), <fpage>288</fpage>&#x2013;<lpage>296</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tourman.2010.02.005">https://doi.org/10.1016/j.tourman.2010.02.005</ext-link></comment></mixed-citation></ref>
<ref id="CIT0030"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kaiser</surname>, <given-names>H</given-names></string-name>.</person-group>, <year>1970</year>, &#x2018;<article-title>A second generation little jiffy</article-title>&#x2019;, <source><italic>Psychometrika</italic></source> <volume>35</volume>(<issue>4</issue>), <fpage>401</fpage>&#x2013;<lpage>415</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/BF02291817">https://doi.org/10.1007/BF02291817</ext-link></comment></mixed-citation></ref>
<ref id="CIT0031"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Klenosky</surname>, <given-names>D.B</given-names></string-name>.</person-group>, <year>2002</year>, &#x2018;<article-title>The pull of tourism destinations: A means-end investigation</article-title>&#x2019;, <source><italic>Journal of Travel Research</italic></source> <volume>40</volume>(<issue>4</issue>), <fpage>385</fpage>&#x2013;<lpage>395</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/004728750204000405">https://doi.org/10.1177/004728750204000405</ext-link></comment></mixed-citation></ref>
<ref id="CIT0032"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kruger</surname>, <given-names>M</given-names></string-name>. &#x0026; <string-name><surname>Saayman</surname>, <given-names>M</given-names></string-name>.</person-group>, <year>2014</year>, &#x2018;<article-title>The determinants of visitor length of stay at the Kruger National Park</article-title>&#x2019;, <source><italic>Koedoe</italic></source> <volume>56</volume>(<issue>2</issue>), <fpage>1</fpage>&#x2013;<lpage>11</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/koedoe.v56i2.1114">https://doi.org/10.4102/koedoe.v56i2.1114</ext-link></comment></mixed-citation></ref>
<ref id="CIT0033"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lima</surname>, <given-names>F.F</given-names></string-name>., <string-name><surname>Brilha</surname>, <given-names>J.B</given-names></string-name>. &#x0026; <string-name><surname>Salamuni</surname>, <given-names>E</given-names></string-name>.</person-group>, <year>2010</year>, &#x2018;<article-title>Inventorying geological heritage in large territories: A methodological proposal applied to Brazil</article-title>&#x2019;, <source><italic>Geoheritage</italic></source> <volume>2</volume>(<issue>3&#x2013;4</issue>), <fpage>91</fpage>&#x2013;<lpage>99</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12371-010-0014-9">https://doi.org/10.1007/s12371-010-0014-9</ext-link></comment></mixed-citation></ref>
<ref id="CIT0034"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mukwada</surname>, <given-names>G</given-names></string-name>. &#x0026; <string-name><surname>Sekhele</surname>, <given-names>N</given-names></string-name>.</person-group>, <year>2017</year>, &#x2018;<article-title>The potential of community-based geotourism in rural development in South Africa: The case of Witsie cave project</article-title>&#x2019;, <source><italic>Journal of Asian and African Studies</italic></source> <volume>52</volume>(<issue>4</issue>), <fpage>471</fpage>&#x2013;<lpage>483</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/0021909615595991">https://doi.org/10.1177/0021909615595991</ext-link></comment></mixed-citation></ref>
<ref id="CIT0035"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>National Department of Science and Technology</collab></person-group>, <year>2012</year>, <source><italic>South African strategy for the palaeosciences</italic></source>, <comment>viewed 07 May 2018, from <ext-link ext-link-type="uri" xlink:href="https://nrfsubmission.nrf.ac.za/nrfmkii/FormView.aspx?encrypt=zEidFg34odAdcKmcJ18zweqbqDoyliv5PTA+k0uzZIk">https://nrfsubmission.nrf.ac.za/nrfmkii/FormView.aspx?encrypt=zEidFg34odAdcKmcJ18zweqbqDoyliv5PTA+k0uzZIk</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0036"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>National Department of Tourism</collab></person-group>, <year>2017</year>, <source><italic>National tourism strategy</italic></source>, <comment>viewed 17 May 2018, from <ext-link ext-link-type="uri" xlink:href="https://www.tourism.gov.za/AboutNDT/Publications/National&#x0025;20Tourism&#x0025;20Sector&#x0025;20Strategy&#x0025;20NTSS&#x0025;202016-2026.pdf">https://www.tourism.gov.za/AboutNDT/Publications/National&#x0025;20Tourism&#x0025;20Sector&#x0025;20Strategy&#x0025;20NTSS&#x0025;202016-2026.pdf</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0037"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Newsome</surname>, <given-names>D</given-names></string-name>., <string-name><surname>Dowling</surname>, <given-names>R</given-names></string-name>. &#x0026; <string-name><surname>Leung</surname>, <given-names>Y</given-names></string-name>.</person-group>, <year>2012</year>, &#x2018;<article-title>The nature and management of geotourism: A case study of two established iconic geotourism destinations</article-title>&#x2019;, <source><italic>Tourism Management Perspective</italic></source> <volume>2</volume>, <fpage>19</fpage>&#x2013;<lpage>27</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tmp.2011.12.009">https://doi.org/10.1016/j.tmp.2011.12.009</ext-link></comment></mixed-citation></ref>
<ref id="CIT0038"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Ngwira</surname>, <given-names>P.M</given-names></string-name>.</person-group>, <year>2015</year>, &#x2018;<chapter-title>Geotourism and geoparks: Africa&#x2019;s current prospects for sustainable rural development and poverty alleviation</chapter-title>&#x2019;, in <person-group person-group-type="editor"><string-name><given-names>E.</given-names> <surname>Errami</surname></string-name>, <string-name><given-names>M.</given-names> <surname>Brocx</surname></string-name> &#x0026; <string-name><given-names>V.</given-names> <surname>Semeniuk</surname></string-name> (eds.)</person-group>, <source><italic>From geoheritage to geoparks, Case studies from Africa and beyond</italic></source>, pp. <fpage>25</fpage>&#x2013;<lpage>33</lpage>, <publisher-name>Springer</publisher-name>, <publisher-loc>Charm</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0039"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ngwira</surname>, <given-names>P.M</given-names></string-name>.</person-group>, <year>2020</year>, &#x2018;<article-title>A review of geotourism and geoparks: Is Africa missing out on this mechanism for the development of sustainable tourism?</article-title>&#x2019; <source><italic>Geoconservation Research</italic></source> <volume>2</volume>(<issue>1</issue>), <fpage>29</fpage>&#x2013;<lpage>39</lpage>.</mixed-citation></ref>
<ref id="CIT0040"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Njagi</surname>, <given-names>C.W</given-names></string-name>., <string-name><surname>Ndivo</surname>, <given-names>R.M</given-names></string-name>. &#x0026; <string-name><surname>Manyara</surname>, <given-names>G</given-names></string-name>.</person-group>, <year>2017</year>, &#x2018;<article-title>Understanding the travel motivation among youth travellers in Kenya: The &#x201C;push&#x201D; and &#x201C;pull&#x201D; paradigm</article-title>&#x2019;, <source><italic>African Journal of Hospitality, Tourism and Leisure</italic></source> <volume>6</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>16</lpage>.</mixed-citation></ref>
<ref id="CIT0041"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Pacione</surname>, <given-names>M</given-names></string-name>.</person-group>, <year>2001</year>, <source><italic>Urban geography: A global perspective</italic></source>, <publisher-name>Routledge</publisher-name>, <publisher-loc>London</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0042"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Phau</surname>, <given-names>I</given-names></string-name>., <string-name><surname>Lee</surname>, <given-names>S</given-names></string-name>. &#x0026; <string-name><surname>Quintal</surname>, <given-names>V</given-names></string-name>.</person-group>, <year>2013</year>, &#x2018;<article-title>An investigation of push and pull motivations of visitors to private parks: The case of Araluen Botanic Park</article-title>, <source><italic>Journal of Vacation Marketing</italic></source> <volume>19</volume>(<issue>3</issue>), <fpage>269</fpage>&#x2013;<lpage>284</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1177/1356766712471232">https://doi.org/10.1177/1356766712471232</ext-link></comment></mixed-citation></ref>
<ref id="CIT0043"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>Questionpro.com</collab></person-group>, <year>2019</year>, <source><italic>Computer software</italic></source>, <comment>viewed 29 June 2019, from <ext-link ext-link-type="uri" xlink:href="https://geotourism.questionpro.com/">https://geotourism.questionpro.com/</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0044"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Reimold</surname>, <given-names>W.U</given-names></string-name>.</person-group>, <year>1999</year>, &#x2018;<article-title>Geoconservation &#x2013; A Southern African and African perspective</article-title>&#x2019;, <source><italic>Journal of African Earth Science</italic></source> <volume>29</volume>(<issue>3</issue>), <fpage>469</fpage>&#x2013;<lpage>483</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0899-5362(99)00110-4">https://doi.org/10.1016/S0899-5362(99)00110-4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0045"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Reimold</surname>, <given-names>W.U</given-names></string-name>.</person-group>, <year>2001</year>, &#x2018;<article-title>Tourism&#x2026;ecotourism&#x2026;geotourism! A case for a new national tourism strategy</article-title>&#x2019;, <source><italic>Geobulletin</italic></source> <volume>44</volume>(<issue>4</issue>), <fpage>20</fpage>&#x2013;<lpage>23</lpage>.</mixed-citation></ref>
<ref id="CIT0046"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Reimold</surname>, <given-names>U.V</given-names></string-name>., <string-name><surname>Whitfield</surname>, <given-names>G</given-names></string-name>. &#x0026; <string-name><surname>Wallmach</surname>, <given-names>T</given-names></string-name>.</person-group>, <year>2006</year>, &#x2018;<chapter-title>Geotourism potential of Southern Africa</chapter-title>&#x2019;, in <person-group person-group-type="editor"><string-name><given-names>D.</given-names> <surname>Newsome</surname></string-name> &#x0026; <string-name><given-names>R.</given-names> <surname>Dowling</surname></string-name> (eds.)</person-group>, <source><italic>Geotourism: Sustainability, impacts and management</italic></source>, pp. <fpage>42</fpage>&#x2013;<lpage>62</lpage>, <publisher-name>Elsevier</publisher-name>, <publisher-loc>Oxford</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0047"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Reynard</surname>, <given-names>E</given-names></string-name>. &#x0026; <string-name><surname>Giusti</surname>, <given-names>C</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<chapter-title>The landscape and cultural value of geoheritage</chapter-title>&#x2019;, in <person-group person-group-type="editor"><string-name><given-names>E.</given-names> <surname>Reynard</surname></string-name> &#x0026; <string-name><given-names>J.</given-names> <surname>Brilha</surname></string-name> (eds.)</person-group>, <source><italic>Geoheritage: Assessment, protection, and management</italic></source>, pp. <fpage>147</fpage>&#x2013;<lpage>166</lpage>. <publisher-name>Elsevier</publisher-name>, <publisher-loc>Amsterdam</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0048"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rozenkiewicz</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Widawski</surname>, <given-names>K</given-names></string-name>. &#x0026; <string-name><surname>Jary</surname>, <given-names>Z</given-names></string-name>.</person-group>, <year>2020</year>, &#x2018;<article-title>Geotourism and the 21st century-NTOs&#x2019; website information availability on geotourism resources in selected Central European countries: International perspectives</article-title>&#x2019;, <source><italic>Resources</italic></source> <volume>9</volume>(<issue>4</issue>), <fpage>2</fpage>&#x2013;<lpage>28</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/resources9010004">https://doi.org/10.3390/resources9010004</ext-link></comment></mixed-citation></ref>
<ref id="CIT0049"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ruban</surname>, <given-names>D.A</given-names></string-name>.</person-group>, <year>2015</year>, &#x2018;<article-title>Geotourism &#x2013; A geographical review of the literature</article-title>&#x2019;, <source><italic>Tourism Management Perspectives</italic></source> <volume>15</volume>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tmp.2015.03.005">https://doi.org/10.1016/j.tmp.2015.03.005</ext-link></comment></mixed-citation></ref>
<ref id="CIT0050"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Santa-Cruza</surname>, <given-names>F.G</given-names></string-name>. &#x0026; <string-name><surname>Lopez-Guzman</surname>, <given-names>T</given-names></string-name>.</person-group>, <year>2017</year>, &#x2018;<article-title>Culture, tourism and World Heritage Sites</article-title>&#x2019;, <source><italic>Tourism Management Perspectives</italic></source> <volume>24</volume>, <fpage>111</fpage>&#x2013;<lpage>116</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.tmp.2017.08.004">https://doi.org/10.1016/j.tmp.2017.08.004</ext-link></comment></mixed-citation></ref>
<ref id="CIT0051"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Santangelo</surname>, <given-names>N</given-names></string-name>. &#x0026; <string-name><surname>Valente</surname>, <given-names>E</given-names></string-name>.</person-group>, <year>2020</year>, &#x2018;<article-title>Geoheritage and geotourism resources</article-title>&#x2019;, <source><italic>Resources</italic></source> <volume>9</volume>(<issue>80</issue>), <fpage>1</fpage>&#x2013;<lpage>5</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/resources9070080">https://doi.org/10.3390/resources9070080</ext-link></comment></mixed-citation></ref>
<ref id="CIT0052"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sapnas</surname>, <given-names>K.G</given-names></string-name>. &#x0026; <string-name><surname>Zeller</surname>, <given-names>R.A</given-names></string-name>.</person-group>, <year>2002</year>, &#x2018;<article-title>Minimising sample size when using exploratory factor analysis for measurement</article-title>&#x2019;, <source><italic>Journal of Nursing Measurement</italic></source> <volume>10</volume>, <fpage>135</fpage>&#x2013;<lpage>154</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1891/jnum.10.2.135.52552">https://doi.org/10.1891/jnum.10.2.135.52552</ext-link></comment></mixed-citation></ref>
<ref id="CIT0053"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Scholtz</surname>, <given-names>M</given-names></string-name>., <string-name><surname>Kruger</surname>, <given-names>M</given-names></string-name>. &#x0026; <string-name><surname>Saayman</surname>, <given-names>M</given-names></string-name>.</person-group>, <year>2013</year>, &#x2018;<article-title>Understanding the reasons why tourists visit the Kruger National Park during a recession</article-title>&#x2019;, <source><italic>Acta Commercii</italic></source> <volume>13</volume>(<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/ac.v13i1.168">https://doi.org/10.4102/ac.v13i1.168</ext-link></comment></mixed-citation></ref>
<ref id="CIT0054"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Schutte</surname>, <given-names>I.C</given-names></string-name>.</person-group>, <year>2009</year>, &#x2018;<article-title>A strategic management plan for the sustainable development of geotourism in South Africa</article-title>&#x2019;, <comment>PhD thesis</comment>, <publisher-name>University of North West</publisher-name>.</mixed-citation></ref>
<ref id="CIT0055"><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Schutte</surname>, <given-names>I.C</given-names></string-name>. &#x0026; <string-name><surname>Booysen</surname> <given-names>I</given-names></string-name>.</person-group>, <year>2010</year>, &#x2018;<chapter-title>Geosite identification as an element of promoting geotourism in a wildlife hotspot: The Kruger National Park, South Africa</chapter-title>&#x2019;, in <person-group person-group-type="editor"><string-name><given-names>R.K.</given-names> <surname>Dowling</surname></string-name> and <string-name><given-names>D.</given-names> <surname>Newsome</surname></string-name> (eds.)</person-group>, <source><italic>Global geotourism perspectives</italic></source>, pp. <fpage>124</fpage>&#x2013;<lpage>136</lpage>. <publisher-name>Goodfellow Publishers</publisher-name>, <publisher-loc>Oxford</publisher-loc>.</mixed-citation></ref>
<ref id="CIT0056"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Smit</surname>, <given-names>I.P.J</given-names></string-name>., <string-name><surname>Roux</surname>, <given-names>D.J</given-names></string-name>., <string-name><surname>Swemmer</surname>, <given-names>L.K</given-names></string-name>., <string-name><surname>Boshoff</surname>, <given-names>N</given-names></string-name>. &#x0026; <string-name><surname>Novellie</surname>, <given-names>P</given-names></string-name>.</person-group>, <year>2017</year>, &#x2018;<article-title>Protected areas as outdoor classrooms and global laboratories: Intellectual ecosystem services flowing to and from a national park</article-title>, <source><italic>Ecosystem Services</italic></source> <volume>28</volume>(<issue>B</issue>), <fpage>238</fpage>&#x2013;<lpage>250</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ecoser.2017.05.003">https://doi.org/10.1016/j.ecoser.2017.05.003</ext-link></comment></mixed-citation></ref>
<ref id="CIT0057"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>South African Heritage Resources Agency (SAHRA)</collab></person-group>, <year>2017</year>, <source><italic>Summary and analysis of the inventory of the national estate: 2017</italic></source>, <comment>viewed 01 May 2018, from <ext-link ext-link-type="uri" xlink:href="https://www.sahra.org.za/download-attachment/35644">https://www.sahra.org.za/download-attachment/35644</ext-link></comment></mixed-citation></ref>
<ref id="CIT0058"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>South African National Parks</collab></person-group>, <year>2018</year>, <source><italic>Kruger National Park management plan</italic></source>, <comment>viewed 29 January 2018, from <ext-link ext-link-type="uri" xlink:href="https://www.sanparks.org/assets/docs/conservation/park_man/knp/draft-plan.pdf">https://www.sanparks.org/assets/docs/conservation/park_man/knp/draft-plan.pdf</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0059"><mixed-citation publication-type="other"><person-group person-group-type="author"><collab>Statistical Package for Social Sciences</collab></person-group>, <year>2019</year>, <source><italic>Computer software</italic></source>, <comment>Version 26, IBM SPSS Statistics. This is a computer software and the details are provided</comment>.</mixed-citation></ref>
<ref id="CIT0060"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Stemberk</surname>, <given-names>J</given-names></string-name>., <string-name><surname>Dolejs</surname>, <given-names>J</given-names></string-name>., <string-name><surname>Maresova</surname>, <given-names>P</given-names></string-name>. &#x0026; <string-name><surname>Kuca</surname>, <given-names>K</given-names></string-name>.</person-group>, <year>2018</year>, &#x2018;<article-title>Factors affecting the number of visitors in national parks in the Czech Republic, Germany and Austria</article-title>&#x2019;, <source><italic>International Journal of Geo-Information</italic></source> <volume>7</volume>(<issue>124</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijgi7030124">https://doi.org/10.3390/ijgi7030124</ext-link></comment></mixed-citation></ref>
<ref id="CIT0061"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Steyn</surname>, <given-names>H.S</given-names></string-name>.</person-group>, <year>2000</year>, &#x2018;<article-title>Practical significance of the difference in means</article-title>&#x2019;, <source><italic>South African Journal of Industrial Psychology</italic></source> <volume>26</volume>(<issue>3</issue>), <fpage>1</fpage>&#x2013;<lpage>3</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajip.v26i3.711">https://doi.org/10.4102/sajip.v26i3.711</ext-link></comment></mixed-citation></ref>
<ref id="CIT0062"><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Stokes</surname>, <given-names>A.M</given-names></string-name>., <string-name><surname>Cook</surname>, <given-names>S.D</given-names></string-name>. &#x0026; <string-name><surname>Drew</surname>, <given-names>D</given-names></string-name>.</person-group>, <year>2003</year>, <source><italic>Geotourism: The new trend in travel</italic></source>, <comment>viewed 18 September 2017, from <ext-link ext-link-type="uri" xlink:href="http://www.egret.us/clinton/Geotourism&#x0025;20The&#x0025;20New&#x0025;20Trend&#x0025;20in&#x0025;20Travel.pdf">http://www.egret.us/clinton/Geotourism&#x0025;20The&#x0025;20New&#x0025;20Trend&#x0025;20in&#x0025;20Travel.pdf</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0063"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>United Nations</collab></person-group>, <year>2015</year>, <source><italic>Sustainable development goals: 17 goals to transform our world</italic></source>, <comment>viewed 27 June 2019, from <ext-link ext-link-type="uri" xlink:href="http://www.un.org/sustainabledevelopment/">http://www.un.org/sustainabledevelopment/</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0064"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>United Nations Educational, Scientific and Cultural Organization</collab></person-group>, <year>2016</year>, <source><italic>UNESCO global geoparks: Celebrating earth heritage, sustaining local communities</italic></source>, <comment>viewed 08 February 2018, from <ext-link ext-link-type="uri" xlink:href="http://unesdoc.unesco.org/images/0024/002436/243650e.pdf">http://unesdoc.unesco.org/images/0024/002436/243650e.pdf</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0065"><mixed-citation publication-type="web"><person-group person-group-type="author"><collab>United Nations Educational, Scientific and Cultural Organization</collab></person-group>, <year>2018</year>, <source><italic>Global geoparks</italic></source>, <comment>viewed 11 June 2018, from <ext-link ext-link-type="uri" xlink:href="http://www.unesco.org/new/en/natural-sciences/environment/earth-sciences/unesco-global-geoparks/">http://www.unesco.org/new/en/natural-sciences/environment/earth-sciences/unesco-global-geoparks/</ext-link>.</comment></mixed-citation></ref>
<ref id="CIT0066"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Uysal</surname>, <given-names>M</given-names></string-name>. &#x0026; <string-name><surname>Jurowski</surname>, <given-names>C</given-names></string-name>.</person-group>, <year>1994</year>, &#x2018;<article-title>Testing the push and pull factors</article-title>&#x2019;, <source><italic>Annals of Tourism Research</italic></source> <volume>21</volume>(<issue>4</issue>), <fpage>844</fpage>&#x2013;<lpage>846</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/0160-7383(94)90091-4">https://doi.org/10.1016/0160-7383(94)90091-4</ext-link></comment></mixed-citation></ref>
<ref id="CIT0067"><mixed-citation publication-type="conference"><person-group person-group-type="author"><string-name><surname>Van Vuuren</surname>, <given-names>C</given-names></string-name>. &#x0026; <string-name><surname>Slabbert</surname>, <given-names>E</given-names></string-name>.</person-group>, <year>2011</year>, &#x2018;<article-title>Travel motivations and behaviour of tourists to a South African resort</article-title>&#x2019;, <conf-name>International Conference on Tourism and Management Studies, Proceedings</conf-name>, <conf-loc>Faro, Algarve, Portugal</conf-loc>, <conf-date>October 26&#x2013;29 2011</conf-date>, pp. <fpage>295</fpage>&#x2013;<lpage>304</lpage>.</mixed-citation></ref>
<ref id="CIT0068"><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Widawski</surname>, <given-names>K</given-names></string-name>., <string-name><surname>Olesniewicz</surname>, <given-names>P</given-names></string-name>., <string-name><surname>Rozenkiewicz</surname>, <given-names>A</given-names></string-name>., <string-name><surname>Zareba</surname>, <given-names>A</given-names></string-name>. &#x0026; <string-name><surname>Jandova</surname>, <given-names>S</given-names></string-name>.</person-group>, <year>2020</year>, &#x2018;<article-title>Protected areas: Geotourist attractiveness for weekend tourists based on the example of Gorcza &#x00B4;nski National Park in Poland</article-title>&#x2019;, <source><italic>Resources</italic></source> <volume>9</volume>(<issue>35</issue>), <fpage>1</fpage>&#x2013;<lpage>28</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/resources9040035">https://doi.org/10.3390/resources9040035</ext-link></comment></mixed-citation></ref>
<ref id="CIT0069"><mixed-citation publication-type="thesis"><person-group person-group-type="author"><string-name><surname>Yao</surname>, <given-names>Y</given-names></string-name>.</person-group>, <year>2013</year>, &#x2018;<article-title>Assessing tourist experience satisfaction with a heritage destination</article-title>&#x2019;, <comment>Masters thesis</comment>, <publisher-name>Purdue University</publisher-name>.</mixed-citation></ref>
</ref-list>
<fn-group>
<fn><p><bold>Project Research Registration:</bold></p></fn>
<fn><p><bold>Project Number:</bold> 201809152</p></fn>
<fn><p><bold>How to cite this article:</bold> Matshusa, K., Thomas, P. &#x0026; Leonard, L., 2020, &#x2018;Developing a scale for measuring influential factors towards geotourism development&#x2019;, <italic>Acta Commercii</italic> 20(1), a861. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/ac.v20i1.861">https://doi.org/10.4102/ac.v20i1.861</ext-link></p></fn>
</fn-group>
</back>
</article>