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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">SAJIM</journal-id>
<journal-title-group>
<journal-title>South African Journal of Information Management</journal-title>
</journal-title-group>
<issn pub-type="ppub">2078-1865</issn>
<issn pub-type="epub">1560-683X</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">SAJIM-22-1133</article-id>
<article-id pub-id-type="doi">10.4102/sajim.v22i1.1133</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The age factor in the use of peer-reviewed electronic journals by Zimbabwean academics</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-3267-8794</contrib-id>
<name>
<surname>Machimbidza</surname>
<given-names>Takawira</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-3776-8104</contrib-id>
<name>
<surname>Mutula</surname>
<given-names>Stephen</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Information Studies, School of Social Sciences, College of Humanities, University of KwaZulu-Natal, Pietermaritzburg, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Takawira Machimbidza, <email xlink:href="tmachimbidza@gmail.com">tmachimbidza@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>17</day><month>08</month><year>2020</year></pub-date>
<pub-date pub-type="collection"><year>2020</year></pub-date>
<volume>22</volume>
<issue>1</issue>
<elocation-id>1133</elocation-id>
<history>
<date date-type="received"><day>23</day><month>07</month><year>2019</year></date>
<date date-type="accepted"><day>31</day><month>03</month><year>2020</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2020. The Authors</copyright-statement>
<copyright-year>2020</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Background</title>
<p>The emergence of peer-reviewed electronic journals on the academic scene at the turn of the century was well received by university libraries in Zimbabwe. They established a consortium to facilitate conveyance of the resources to their patrons. Use of electronic journals by academics, however, has remained minimal almost two decades after their introduction. Efforts by librarians to address this challenge are hampered by lack of context-specific information on how age, among other demographic factors, affects adoption and use of electronic journals by academics. Such information is critical in promoting its use.</p>
</sec>
<sec id="st2">
<title>Objectives</title>
<p>This study examined age differences in the awareness of peer-reviewed electronic journals by academics in Zimbabwean universities, use of electronic journals and possession of technological skills needed to negotiate the electronic journals environment.</p>
</sec>
<sec id="st3">
<title>Method</title>
<p>This study employed a quantitative approach using a survey research design. Data were collected through structured questionnaires administered to a sample of 363 academics from three universities in Zimbabwe. Data were analysed through the Statistical Package for Social Sciences to produce tables.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>Younger academics were more aware of electronic journals, however, the older academics accessed more articles. Younger academics possessed higher technological skills than older academics.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>There are age differences among academics with respect to awareness, use and possession of technological skills that librarians must take into account as they promote adoption and use of electronic journals.</p>
</sec>
</abstract>
<kwd-group>
<kwd>academics</kwd>
<kwd>peer-reviewed electronic journals</kwd>
<kwd>age</kwd>
<kwd>awareness</kwd>
<kwd>adoption and use</kwd>
<kwd>technological skills</kwd>
<kwd>Zimbabwean universities</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Peer-reviewed electronic journals are vital and indispensable instruments of scholarly information for teaching, learning and research in the contemporary, globalised academic world. The resources have been adopted by university libraries and libraries of other higher and tertiary institutions across the world to support the activities of academics and students (Abinew &#x0026; Vuda <xref ref-type="bibr" rid="CIT0001">2013</xref>; Machimbidza &#x0026; Mutula <xref ref-type="bibr" rid="CIT0023">2017</xref>, <xref ref-type="bibr" rid="CIT0024">2019</xref>). The resources are renowned for their depth; timeliness; currency; speed and ease with which they can be accessed; powerful searching capabilities; round-the-clock remote accessibility; facilities for downloading, printing and copying information; a wide range of abstracts and full-text documents from globally renowned academic databases; ability to share downloads with members of research groups; ability to provide multiple access to many researchers at the same time; possibility of inclusion of audio and video content; ability to be adapted to technologies for the visually impaired; advanced functional capabilities such as hyperlinks to other relevant articles; and manipulability like the ability to link, annotate, visualise and integrate tables (Bar-llan, Peritz &#x0026; Wolman <xref ref-type="bibr" rid="CIT0007">2003</xref>; Dilek-Kayaoglu <xref ref-type="bibr" rid="CIT0011">2008</xref>; Min &#x0026; Yang <xref ref-type="bibr" rid="CIT0028">2010</xref>; Monopoli et al. <xref ref-type="bibr" rid="CIT0029">2002</xref>; Voorbij &#x0026; Ongering <xref ref-type="bibr" rid="CIT0047">2006</xref>; Zainab, Huzaimah &#x0026; Ang <xref ref-type="bibr" rid="CIT0049">2006</xref>). Electronic journals have matured to be considered prerequisites for an efficient and productive academic system (Ani <xref ref-type="bibr" rid="CIT0005">2013</xref>).</p>
<p>Peer-reviewed electronic journals were introduced in Zimbabwean universities in 2003, courtesy of partnerships developed between the Zimbabwe University Libraries Consortium (ZULC) and providers such as the International Network for the Availability of Scientific Publications (INASP), World Health Organization (WHO), Food and Agricultural Organization (FAO), United Nations Environment Programme (UNEP) and Electronic Information for Libraries (EIFL) (Machimbidza &#x0026; Mutula <xref ref-type="bibr" rid="CIT0023">2017</xref>). Zimbabwe University Libraries Consortium is an association of university libraries in Zimbabwe, which acts as a conduit for the collective subscription of electronic journals and provides a platform for resource sharing for member institutions (Machimbidza &#x0026; Mutula <xref ref-type="bibr" rid="CIT0024">2019</xref>; ZULC <xref ref-type="bibr" rid="CIT0051">2018</xref>). University librarians in Zimbabwe expected electronic journals to easily gain traction with the academic community owing to their well-established benefits. This expectation has been dampened by the prolonged underutilisation reported in studies by Tsvere, Nyaruwata and Swamy (<xref ref-type="bibr" rid="CIT0044">2013</xref>), Madondo, Sithole and Chisita (<xref ref-type="bibr" rid="CIT0025">2017</xref>) and Machimbidza and Mutula (<xref ref-type="bibr" rid="CIT0023">2017</xref>). Academics in Zimbabwe have been singled out for their failure to provide leadership in the use of electronic journals (Machimbidza &#x0026; Mutula <xref ref-type="bibr" rid="CIT0023">2017</xref>). In this study, the term &#x2018;academics&#x2019; refers to teaching and research staff in universities who have at least a master&#x2019;s degree.</p>
<p>The consequences of non-use or low usage of electronic journals by academics in Zimbabwe are many. Academics who do not use electronic journals are unlikely to encourage their students to use them. Course outlines and reference materials prepared by such academics would not include electronic journals, thereby perpetuating a culture of indifference towards the electronic resources by the academic community (Tenopir <xref ref-type="bibr" rid="CIT0041">2003</xref>). Academics who do not make much use of electronic journals do not give their students tasks that require them to use these resources. This results in a culture of shallow learning in universities (Khan &#x0026; Ahmad <xref ref-type="bibr" rid="CIT0018">2009</xref>). Underutilisation of electronic journals by academics could imply that they are teaching with outdated material. The material provided by electronic journals is current and up-to-date (Thanuskodi <xref ref-type="bibr" rid="CIT0043">2011</xref>). Low use of electronic journals by academics negatively affects their own research activities. This ultimately affects the ranking and integrity of universities (Harle <xref ref-type="bibr" rid="CIT0016">2010</xref>). The correlation between academics&#x2019; productivity and the use of electronic journals is well-founded in literature through studies conducted in multiple geographical contexts globally (Akpojotor <xref ref-type="bibr" rid="CIT0002">2016</xref>; Ellis &#x0026; Oldman <xref ref-type="bibr" rid="CIT0012">2005</xref>; Jankowska <xref ref-type="bibr" rid="CIT0017">2004</xref>; Kirlidog &#x0026; Bayir <xref ref-type="bibr" rid="CIT0021">2007</xref>; Nwezeh <xref ref-type="bibr" rid="CIT0032">2010</xref>; Sivathaasan &#x0026; Velnampy <xref ref-type="bibr" rid="CIT0040">2013</xref>; Tenopir et al. <xref ref-type="bibr" rid="CIT0042">2008</xref>).</p>
<p>Studies that have attempted to understand the problem of underutilisation of peer-reviewed electronic journals by academics in Zimbabwean universities have paid little attention to demographic factors that need to be appreciated to properly promote these resources. Studies have focussed on Internet usage patterns (Tsvere et al. <xref ref-type="bibr" rid="CIT0044">2013</xref>), adoption and use (Madondo et al. <xref ref-type="bibr" rid="CIT0025">2017</xref>), and the conditions that facilitate adoption and use (Machimbidza &#x0026; Mutula <xref ref-type="bibr" rid="CIT0023">2017</xref>). None of the studies have sought an in-depth understanding of the role of age as a key demographic factor in the adoption and use of peer-reviewed electronic journals by academics in Zimbabwe. This gap in literature starves university libraries in Zimbabwe of the information they need to practice target promotion of electronic journals. It also undermines efforts to craft policies aimed at improving the use of the resources in the country. This situation is undesirable, especially because it comes against the backdrop of increasing subscription costs (Harle <xref ref-type="bibr" rid="CIT0016">2010</xref>; Machimbidza &#x0026; Mutula <xref ref-type="bibr" rid="CIT0024">2019</xref>; Shahmohammadi <xref ref-type="bibr" rid="CIT0038">2012</xref>). Justifying costs to university administrators is a difficult task in the face of minimal usage. The libraries run the risk of having their electronic journals subscription budgets cut. Understanding all the angles of this problem, including age dynamics, is crucial in improving usage and averting impending budget cuts that will undermine the availability and accessibility of information in Zimbabwean universities.</p>
<p>The need to study demographic factors in general and age in particular as a measure to understand the adoption and use of electronic journals in universities is well established in literature. Zhang, Ye and Liu (<xref ref-type="bibr" rid="CIT0050">2011</xref>) argued that research on electronic journals and their use by different demographic groups in academic institutions &#x2018;establishes an important foundation for selecting and providing effective library holdings and services&#x2019;. Such a foundation allows for the understanding of the &#x2018;variety of users&#x2019; demands in order to improve the efficiency and value of the utilisation of electronic journals (Zhang et al. <xref ref-type="bibr" rid="CIT0050">2011</xref>). The operating environment of electronic journals must be tailored according to users&#x2019; demographics (Voorbij &#x0026; Ongering <xref ref-type="bibr" rid="CIT0047">2006</xref>). This enables libraries to enhance service quality and customer satisfaction. Research on electronic journals, especially understanding the extent of awareness by age, extent of use by age as reflected in the level of adoption of the resources and the number of articles consulted per week, and skills of different age groups to utilise the resources, is of significant theoretical and practical value (Okiki &#x0026; Asiru <xref ref-type="bibr" rid="CIT0033">2011</xref>; Tyagi <xref ref-type="bibr" rid="CIT0045">2011</xref>; Waldman <xref ref-type="bibr" rid="CIT0048">2003</xref>). Such a study is made all the more necessary by the contrasting narratives emerging from literature on the effect of age on the adoption and use of peer-reviewed electronic journals (Ani <xref ref-type="bibr" rid="CIT0005">2013</xref>; Tenopir et al. <xref ref-type="bibr" rid="CIT0042">2008</xref>).</p>
</sec>
<sec id="s0002">
<title>Purpose of this study</title>
<p>This study investigated the effect of age in the adoption and use of peer-reviewed electronic journals by academics in selected Zimbabwean universities.</p>
<sec id="s20003">
<title>Research questions</title>
<p>The research questions (RQ) of this study were as follows:</p>
<list list-type="bullet">
<list-item><p><bold>RQ1:</bold> What age differences exist in the awareness of peer-reviewed electronic journals by academics in Zimbabwean universities?</p></list-item>
<list-item><p><bold>RQ2:</bold> To what extent is the use of peer-reviewed electronic journals by academics in Zimbabwean universities affected by age?</p></list-item>
<list-item><p><bold>RQ3:</bold> Are there any age differences in the possession of technological skills needed to negotiate the electronic journals environment?</p></list-item>
</list>
</sec>
<sec id="s20004">
<title>Literature review</title>
<p>Several researchers have located the debate about age differences in the adoption and use of peer-reviewed electronic journals within the broader context of age differences in the use of Information Communication Technologies (ICTs), in general, and computers, in particular. Early in the life of electronic journals, Rolinson, Meadows and Smith (<xref ref-type="bibr" rid="CIT0037">1995</xref>:135) pointed out that &#x2018;it has been part of computer mythology that younger people are happier using computers than older people&#x2019;. Younger people were more likely to use electronic journals, as the resources are accessed through computers and, more recently, smartphones and tablets. Waldman (<xref ref-type="bibr" rid="CIT0048">2003</xref>) studied freshmen students at Baruch College, City University of New York, and found that age was a variable that correlates with comfort with computers and the use of electronic resources. Younger generations have been brought up with computers, whereas older generations may not have had as much exposure, resulting in increased computer anxiety. Tenopir (<xref ref-type="bibr" rid="CIT0041">2003</xref>) found in a study at the University of Tennessee, Knoxville, the United States, that younger users were more enthusiastic adopters of digital resources than the older users. Kinengyere (<xref ref-type="bibr" rid="CIT0019">2007</xref>) conducted a study in academic and research institutions in Uganda and concluded that the older generation of researchers uses ICTs and e-resources less because most of them have a low level of information technology (IT) literacy. Gamage and Halpin (<xref ref-type="bibr" rid="CIT0014">2007</xref>) surveyed the use of ICTs in Sri Lanka and found that most of the users were youths and adults younger than 35 years. Park (<xref ref-type="bibr" rid="CIT0034">2010</xref>) opined that younger people learn about technology more easily than older ones. Tyagi (<xref ref-type="bibr" rid="CIT0045">2011</xref>) found in a study in India that the ability to use e-resources efficiently depends on basic computer skills, knowledge of what is available and how to use it, and the ability to define a research problem. However, they found that age has an influence on these issues, with younger users displaying more competencies.</p>
<p>Turning specifically to the use of electronic journals, the trend mostly follows that of the use of ICTs and computers. Bar-llan and Fink (<xref ref-type="bibr" rid="CIT0006">2005</xref>) concluded after extensive research in Israel that &#x2018;increased age is inversely related to the use of electronic journals&#x2019;. Tenopir (<xref ref-type="bibr" rid="CIT0041">2003</xref>) after an analysis of several user studies noted that younger users use electronic journals more frequently than the older users. Older scholars believed that electronic journals decreased the quality and rigour of research. They also tended to complain more of unfriendly interfaces than the younger users. In a study that spanned institutions in east and southern Africa, Harle (<xref ref-type="bibr" rid="CIT0016">2010</xref>) postulated that age does affect the adoption and use of electronic journals. The younger academics showed more enthusiasm when using the resources. Older academics felt more comfortable with print. Gargiulo et al. (<xref ref-type="bibr" rid="CIT0015">2003</xref>) surveyed academics in 25 Italian institutions and discovered that a large percentage of the users of electronic journals fell in the 31&#x2013;40 age range with 30.5&#x0025; of usage. Around 26.1&#x0025; of academics younger than 30 years and 25.4&#x0025; of those in the 41&#x2013;50 age group used electronic journals. Those aged over 50 years were the lowest at 18.1&#x0025;. Bar-llan et al. (<xref ref-type="bibr" rid="CIT0007">2003</xref>) conducted studies at several Israeli universities and found that academics in their 30s and 40s used electronic journals more frequently than those older than 50 years. For example, 75.4&#x0025; of academics in their 30s used electronic journals, as did 68&#x0025; of those in their 40s, while only 4.8&#x0025; of those older than 50 years used these resources.</p>
<p>The survey by Sivathaasan, Achchuthan and Kajananthan (<xref ref-type="bibr" rid="CIT0039">2013</xref>) on demographic variables and the usage of electronic journals among academics in Sri Lanka revealed that there were significant mean differences among age groups. University lecturers younger than 35 years had the highest mean usage, followed by those between 35 and 45 years, while lecturers between the age of 45 and 55 years accounted for the lowest usage. Findings from the one-way ANOVA (<italic>t</italic> test) revealed that usage differed significantly by age group. This finding agrees with that of Monopoli et al. (<xref ref-type="bibr" rid="CIT0029">2002</xref>) who found in an online survey of e-journal usage by academics of University of Patras, Greece, that the resources were more frequently used by end-users who were 35 years and younger. Borrego et al. (<xref ref-type="bibr" rid="CIT0009">2007</xref>) conducted a study at the universities belonging to the consortium of Catalonian university libraries in Spain and confirmed that age is an explanatory factor in the use of electronic journals. Use was more pronounced in the younger ages. In their study of the use of electronic journals in three countries, Finland, Australia and the United States, Tenopir et al. (<xref ref-type="bibr" rid="CIT0042">2008</xref>) found that there was more use of electronic resources by the younger academics than the older ones in the overall results in Australia and the United States. King et al. (<xref ref-type="bibr" rid="CIT0020">2009</xref>) studied information-seeking behaviour in US universities and reported that older academic staff were more likely to access and use print than electronic resources in their research; electronic journals were less used among the older academic staff in the universities. Deng (<xref ref-type="bibr" rid="CIT0010">2010</xref>) investigated the extent of use of electronic resources in an Australian university among academic staff and students. Results showed that respondents younger than 29 years were the major users of electronic resources (52.4&#x0025;), followed by those within the range of 30&#x2013;39 years (21.8&#x0025;), 40&#x2013;49 years (12.8&#x0025;), 50&#x2013;59 years (11.1&#x0025;) and those older than 60 years (2&#x0025;).</p>
<p>Nigeria has more than a fair share of studies addressing the effect of age on the use of electronic journals. Amkpa (<xref ref-type="bibr" rid="CIT0004">2007</xref>) conducted a study at the University of Maiduguri and found a significant age difference in the use of computer and electronic journals among undergraduate students. Younger students were more comfortable with technology. Alao and Folorunsho (<xref ref-type="bibr" rid="CIT0003">2008</xref>) conducted a study on the use of Internet cybercaf&#x00E9; and associated resources in Ilorin and found that the major users were people aged 21&#x2013;30 years. Okiki and Asiru (<xref ref-type="bibr" rid="CIT0033">2011</xref>) conducted a study to determine the factors influencing the use of electronic information sources by postgraduate students in Nigeria. They found significant age differences in the computer task, as measured by older adults, making few correct decisions and taking longer time to make their decisions than younger adults. Quadri (<xref ref-type="bibr" rid="CIT0035">2013</xref>) studied the influence of demographic factors on the use of online library resources by undergraduate students in two private universities in Ogun State, Nigeria: Babcock University and Redeemer&#x2019;s University. Results showed that younger users relied on electronic resources more heavily and rated themselves more adept at using them than the older ones. There was a significant relationship between age and the use of electronic resources. Ani (<xref ref-type="bibr" rid="CIT0005">2013</xref>) studied two Nigerian universities, University of Ibadan and University of Calabar, and found no significant influence of age on accessibility and utilisation of electronic resources at the University of Ibadan although descriptive statistics still showed that younger respondents used electronic journals more than the older ones. This study found a significant difference by age at the University of Calabar. Further analysis revealed that respondents younger than 40 years significantly accessed and used e-resources more than those aged 60 years and above. Similar results were obtained between respondents aged 40&#x2013;59 years and those aged 60 years and above.</p>
<p>While majority studies show age differences in the use of peer-reviewed electronic journals, there are few studies that are of the contrary view. Rogers (<xref ref-type="bibr" rid="CIT0036">2001</xref>) conducted a study at the Ohio State University and revealed that there was little or no correlation between age and frequency of use. Bar-llan and Fink (<xref ref-type="bibr" rid="CIT0006">2005</xref>) studied users at Hebrew University in Jerusalem, Israel, and concluded that more than 80&#x0025; of the respondents frequently used and preferred an electronic format, irrespective of age. Kurata et al. (<xref ref-type="bibr" rid="CIT0022">2009</xref>) conducted a study among Japanese medical researchers and found no significant differences relating to article usage patterns by age groups. Nikkar and Mooghali (<xref ref-type="bibr" rid="CIT0030">2010</xref>) conducted a study at Payam-e-Noor University, Iran, and concluded that aged faculty, with more experience, had a higher tendency of electronic journal usage. Zhang et al. (<xref ref-type="bibr" rid="CIT0050">2011</xref>) argued that while many studies have shown an inverse relationship between e-journal usage and age, all ages have switched to the use of electronic journals such that impact of age as a usage determinant has dwindled.</p>
</sec>
<sec id="s20005">
<title>Theoretical framework</title>
<p>The impact of age on the adoption and use of peer-reviewed electronic journals evidenced in most of the literature reviewed above is not without theoretical backing. One of the greatest theories to ever emerge on the prediction of user behaviour in the sphere of adoption and use of technology is the Unified Theory of Acceptance and Use of Technology (UTAUT) (Venkatesh et al. <xref ref-type="bibr" rid="CIT0046">2003</xref>). The potency of the theory is recognised internationally not least because it is an amalgamation and synthesis of eight established technology adoption models: Theory of Reasoned Action (TRA), Theory of Planned Behaviour (TPB), Technology Acceptance Model (TAM), Diffusion of Innovation (DOI), Social Cognitive Theory (SCT), Motivational Model (MM), Model of Personal Computer Utilisation (MPCU) and Combined Theory of Planned Behaviour/Technology Acceptance Model (TPB/TAM).</p>
<p>The theory hypothesises that age is one of the moderators that have an effect on the four constructs of the theory: performance expectancy, effort expectancy, social influence and facilitating conditions. Age affects how an individual believes that using the system will enhance job performance (performance expectancy). Age has an effect on the degree of ease associated with the use of the system (effort expectancy). The theory further holds that age affects the degree to which an individual perceives that important others believe he or she should use the new system (social influence). The theory also holds that age affects the degree to which an individual believes that organisational and technical structure exists to support his or her use of the system (facilitating conditions). A summation of these four effects determines how people of different ages adopt and use a given technology, in this case peer-reviewed electronic journals. The UTAUT is diagrammatically represented in <xref ref-type="fig" rid="F0001">Figure 1</xref>.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Unified theory of acceptance and use of technology.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="SAJIM-22-1133-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s0006">
<title>Research methods and design</title>
<p>This study employed a quantitative approach using a survey research design. Data were collected through structured questionnaires administered to a sample of 363 academics from three universities in Zimbabwe: Bindura University of Science Education (BUSE), National University of Science and Technology (NUST) and Midlands State University (MSU). Apart from the University of Zimbabwe (UZ), which declined to participate in this study, the three are the biggest in terms of the number of academics and students. They are all state universities. This is an important quality in this study, given that state universities are the founding members of ZULC. They have been offering peer-reviewed electronic journals for some time. The three universities were also suitable because they offer a variety of disciplines, a feature which was critical in preventing discipline bias in the results of this study.</p>
<p>The sample size for academics was determined through a sampling framework developed by Bartllett, Kotrlik and Higgins (<xref ref-type="bibr" rid="CIT0008">2001</xref>). This framework, which assumes a margin of error of 0.05 or 5&#x0025;, dictates that for a population of 800, the sample size should be 363. The total population of academics in the three universities is 794. This figure was rounded up to 800 so that it fits within the sampling framework. As the respondents came from different universities, the number targeted at each university was decided upon on a proportional basis as follows: the number of academics at each university divided by the total number of academics in the three universities multiplied by the sample size. This produced sample sizes for the three universities as shown in <xref ref-type="table" rid="T0001">Table 1</xref>.</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Sample sizes for the three universities.</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left">Variable</th>
<th align="center">BUSE</th>
<th align="center">NUST</th>
<th align="center">MSU</th>
<th align="center">Total</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Population</td>
<td align="center">180</td>
<td align="center">302</td>
<td align="center">312</td>
<td align="center"><bold>794</bold></td>
</tr>
<tr>
<td align="left">Sample size</td>
<td align="center">82</td>
<td align="center">138</td>
<td align="center">143</td>
<td align="center"><bold>363</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>BUSE, Bindura University of Science Education; NUST, National University of Science and Technology; MSU, Midlands State University.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>To ensure reliability and validity of the instrument used to collect data in this study, the researchers adapted questionnaires that were successfully used to investigate the adoption and use of electronic resources in several universities in Africa. The first set of questionnaires was developed by Megersa and Mammo (<xref ref-type="bibr" rid="CIT0027">2008</xref>) and used to evaluate the use of electronic journals in nine institutions of higher learning in Ethiopia. The second set was developed by Manda (<xref ref-type="bibr" rid="CIT0026">2008</xref>) and used to evaluate the use of electronic journals in 23 research and academic institutions in Tanzania. These questionnaires were consistent and valid. Data were analysed through the Statistical Package for Social Sciences (SPSS) to produce tables. Statistical Package for Social Sciences is recognised as a suitable package for statistical representation of information (Franklin <xref ref-type="bibr" rid="CIT0013">2013</xref>).</p>
<sec id="s20007">
<title>Ethical consideration</title>
<p>Ethical clearance was sought from the University of KwaZulu-Natal&#x2019;s Humanities and Social Sciences Research Ethics Committee. Full approval was granted (protocol reference number HSS/0201/012D). Clearance to conduct studies in the participating universities was sought from their registrars, and permission was granted. Study participants were shown the permission letters, including a letter explaining the purpose of this study. They also signed the informed consent form before participation.</p>
</sec>
</sec>
<sec id="s0008">
<title>Results and discussion</title>
<sec id="s20009">
<title>Response rate</title>
<p>A total of 212 questionnaires were completed and returned from the 363 that were distributed. This gives a response rate of 58.4&#x0025;, which was considered adequate for the purposes of this study. The age distribution of the respondents is shown in <xref ref-type="table" rid="T0002">Table 2</xref>.</p>
<table-wrap id="T0002">
<label>TABLE 2</label>
<caption><p>Age distribution of respondents.</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left">Age range</th>
<th align="center">Frequency</th>
<th align="center">&#x0025;</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">30 years and below</td>
<td align="center">27</td>
<td align="center">12.7</td>
</tr>
<tr>
<td align="left">31&#x2013;40 years</td>
<td align="center">94</td>
<td align="center">44.3</td>
</tr>
<tr>
<td align="left">41&#x2013;50 years</td>
<td align="center">64</td>
<td align="center">30.2</td>
</tr>
<tr>
<td align="left">51&#x2013;60 years</td>
<td align="center">25</td>
<td align="center">11.8</td>
</tr>
<tr>
<td align="left">61 years and above</td>
<td align="center">2</td>
<td align="center">1.0</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>212</bold></td>
<td align="center"><bold>100</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Academics in the 31&#x2013;40 years age range made up the largest number of respondents at 44.3&#x0025;, whereas those of 61 years and above constituted the least at 1&#x0025;.</p>
</sec>
<sec id="s20010">
<title>Age differences in the awareness of peer-reviewed electronic journals</title>
<p>Results reveal that the majority of academics were aware of the existence of peer-reviewed electronic journals in their institutions. Of the 212 academics who participated in this study, 204 (96.2&#x0025;) indicated that they were aware of the existence of electronic journals, whereas 8 (3.8&#x0025;) indicated that they were not aware. Although descriptive statistics show slight variations in awareness by age as shown in <xref ref-type="table" rid="T0003">Table 3</xref>, all ages generally have a high awareness of peer-reviewed electronic journals.</p>
<table-wrap id="T0003">
<label>TABLE 3</label>
<caption><p>General awareness by age range.</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left">Age range</th>
<th align="center">Number of respondents in category</th>
<th align="center">Number of academics aware</th>
<th align="center">General awareness (&#x0025;)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">30 years and below</td>
<td align="center">27</td>
<td align="center">26</td>
<td align="center">96.3</td>
</tr>
<tr>
<td align="left">31&#x2013;40 years</td>
<td align="center">94</td>
<td align="center">91</td>
<td align="center">96.8</td>
</tr>
<tr>
<td align="left">41&#x2013;50 years</td>
<td align="center">64</td>
<td align="center">63</td>
<td align="center">98.4</td>
</tr>
<tr>
<td align="left">51&#x2013;60 years</td>
<td align="center">25</td>
<td align="center">23</td>
<td align="center">92.0</td>
</tr>
<tr>
<td align="left">61 years and above</td>
<td align="center">2</td>
<td align="center">1</td>
<td align="center">50.0</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>212</bold></td>
<td align="center"><bold>204</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In all the age ranges, except the 61 years and above age group, more than 90&#x0025; of their academics were aware of the existence of electronic journals. The percentage awareness of the 61 years and above group could have been negatively affected by the fact that only two of them responded to this study.</p>
<p>The high levels of awareness of peer-reviewed electronic journals across all ages established by this study are contrary to the findings of Tenopir (<xref ref-type="bibr" rid="CIT0041">2003</xref>), Nwagwu, Adekannibi and Bello (<xref ref-type="bibr" rid="CIT0031">2009</xref>) and Harle (<xref ref-type="bibr" rid="CIT0016">2010</xref>), who found poor awareness in the institutions they studied. The results are, however, consistent with the views of Tenopir (<xref ref-type="bibr" rid="CIT0041">2003</xref>), who asserted that awareness grows with time such that its effect on use decreases the longer the resources are offered. This is confirmed by studies by Tyagi (<xref ref-type="bibr" rid="CIT0045">2011</xref>) and Ani (<xref ref-type="bibr" rid="CIT0005">2013</xref>), who found high levels of awareness in the institutions they studied.</p>
<p>This study also went further to determine the depth or extent of awareness. This question only applied to the 204 academics who had indicated awareness of electronic journals. The measures of depth or extent of awareness were determined by the number of electronic databases (electronic databases house electronic journals) and the number of electronic journals academics were aware of.</p>
<p>Only 84 (41.2&#x0025;) knew between five and 10 databases. The rest (120 or 58.8&#x0025;) knew between one and four. None indicated knowing more than 10 databases. This is against the backdrop of more than 200 databases that Zimbabwean universities have access to. Of the 84 who knew between five and 10 databases, the 30 years and below age group had the highest ratio (18 of 26 or 69.2&#x0025;), followed by the 31&#x2013;40 years group with 41 of 91 (45.1&#x0025;), followed by the 41&#x2013;50 age group with 22 of 63 (34.9&#x0025;), followed by the 51&#x2013;60 age group with three of 23 (13&#x0025;). The one academic in the 61 and above age group knew less than five databases.</p>
<p>Only 45 of the 204 (22.1&#x0025;) academics knew between five and 10 specific electronic journals. The rest (159 or 77.9&#x0025;) knew between one and four. None indicated knowing more than 10 specific electronic journals. There are thousands of electronic journals housed in the more than 200 databases that Zimbabwean universities have access to. This shows that virtually all age groups had poor knowledge of specific journals. However, age trends generally followed that of databases cited above, where awareness decreased as age increased. Studies by Amkpa (<xref ref-type="bibr" rid="CIT0004">2007</xref>), King et al. (<xref ref-type="bibr" rid="CIT0020">2009</xref>) and Deng (<xref ref-type="bibr" rid="CIT0010">2010</xref>) confirmed that academics have unsatisfactory in-depth knowledge of electronic journals at their disposal. The same studies also found that younger users displayed more in-depth knowledge than the older academics.</p>
</sec>
<sec id="s20011">
<title>Extent to which the use of peer-reviewed electronic journals by academics is affected by age</title>
<p>Of the 212 academics who responded to this study, 193 (91&#x0025;) indicated that they had adopted the use of electronic journals. Nineteen academics (9&#x0025;) did not use electronic journals at all. The figure of non-users includes the eight (3.8&#x0025;) who reported not being aware of the resources. Twenty-six of 27 respondents (96.3&#x0025;) in the 30 years and below age category used the resources, as did 88 of 94 respondents (93.6&#x0025;) in the 31&#x2013;40 years age group, 58 of 64 respondents (90.6&#x0025;) in the 41&#x2013;50 age group, 20 of 25 respondents (80&#x0025;) in the 51&#x2013;60 years age group and one of two (50&#x0025;) in the 61 years and above age category. The pattern that emerges from these statistics is that the percentage number of users per category decreases as the age ranges increase.</p>
<p>The results on adoption of electronic journals are in tandem with the expectations of the UTAUT theory that underpins this study. The theory hypothesises that age is a factor in the adoption and use of technology (Venkatesh et al. <xref ref-type="bibr" rid="CIT0046">2003</xref>). While this study did not go as far as measuring statistical significance, the descriptive results show a pattern where the level of adoption decreases with an increase in age. These results were also confirmed by researchers such as Waldman (<xref ref-type="bibr" rid="CIT0048">2003</xref>), Tenopir (<xref ref-type="bibr" rid="CIT0041">2003</xref>), Kinengyere (<xref ref-type="bibr" rid="CIT0019">2007</xref>), Gamage and Halpin (<xref ref-type="bibr" rid="CIT0014">2007</xref>) and Park (<xref ref-type="bibr" rid="CIT0034">2010</xref>).</p>
<p>This study also considered the number of articles consulted per week by each of the age categories from the 193 academics who reported using electronic journals. Use was classified into three categories: low (one to 10 articles per week), average (11&#x2013;20 articles per week) and high (21 articles and above per week). <xref ref-type="table" rid="T0004">Table 4</xref> shows the age differences in usage of electronic journals by academics.</p>
<table-wrap id="T0004">
<label>TABLE 4</label>
<caption><p>Level of use of electronic journals by academics&#x2019; age based on the number of articles consulted per week.</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left" rowspan="2">Age range</th>
<th align="center" colspan="2">Low<hr/></th>
<th align="center" colspan="2">Average<hr/></th>
<th align="center" colspan="2">High<hr/></th>
<th align="center" colspan="2">Total<hr/></th>
</tr>
<tr>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">30 years and below</td>
<td align="center">14</td>
<td align="center">53.8</td>
<td align="center">8</td>
<td align="center">30.8</td>
<td align="center">4</td>
<td align="center">15.4</td>
<td align="center">26</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">31&#x2013;40 years</td>
<td align="center">26</td>
<td align="center">29.6</td>
<td align="center">42</td>
<td align="center">47.7</td>
<td align="center">20</td>
<td align="center">22.7</td>
<td align="center">88</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">41&#x2013;50 years</td>
<td align="center">14</td>
<td align="center">24.2</td>
<td align="center">22</td>
<td align="center">37.9</td>
<td align="center">22</td>
<td align="center">37.9</td>
<td align="center">58</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">51&#x2013;60 years</td>
<td align="center">5</td>
<td align="center">25.0</td>
<td align="center">13</td>
<td align="center">65.0</td>
<td align="center">2</td>
<td align="center">10.0</td>
<td align="center">20</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">61 years and above</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1</td>
<td align="center">100</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>59</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>86</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>48</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>193</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>While results cited earlier on the number of academics who have adopted the use of electronic journals revealed a pattern where the number of users decreased as the ages increased, <xref ref-type="table" rid="T0004">Table 4</xref> suggests that younger academics were actually low users of the resources. The statistics suggest that a number of young academics use electronic journals; however, they use them sparingly. Fewer academics in the older ages use electronic journals, but those who use do so in a significant way. An analysis of <xref ref-type="table" rid="T0004">Table 4</xref> reveals that 53.8&#x0025; of academics in the 30 years and below age category are low users, as are 29.6&#x0025; of those aged 31&#x2013;40 years, 24.2&#x0025; of academics in the 41&#x2013;50 years age category and 25&#x0025; of those aged 51&#x2013;60 years, respectively. The age group with the highest number of high users is the 41&#x2013;50 years category at 37.9&#x0025;, followed by 31&#x2013;40 age group (22.7&#x0025;), 30 years and below age group (15.4&#x0025;) and 51&#x2013;60 years age group (10&#x0025;). The lone user in the 60 years and above category is an average user. Most academics in the 31&#x2013;40 and 51&#x2013;60 age groups fall in the average users&#x2019; category.</p>
<p>Contrary to the findings of this study, past research has found that younger academics use electronic journals more heavily, accessing more articles than older academics (Borrego et al. <xref ref-type="bibr" rid="CIT0009">2007</xref>; King et al. <xref ref-type="bibr" rid="CIT0020">2009</xref>; Quadri <xref ref-type="bibr" rid="CIT0035">2013</xref>; Tenopir et al. <xref ref-type="bibr" rid="CIT0042">2008</xref>). Another school of thought points to neutrality in usage by age. Kurata et al. (<xref ref-type="bibr" rid="CIT0022">2009</xref>) and Zhang et al. (<xref ref-type="bibr" rid="CIT0050">2011</xref>) argued that given the time that has passed since the introduction of electronic journals, the impact of age as a usage determinant has dwindled. The findings of this study are in line with a third view that holds that the older academics use electronic journals more heavily, accessing more articles than the younger academics. Nikkar and Mooghali (<xref ref-type="bibr" rid="CIT0030">2010</xref>) conducted a study in Iran and found that the more experienced and publishing-oriented older academics were heavier users of electronic journals.</p>
</sec>
<sec id="s20012">
<title>Age differences in the possession of technological skills needed to negotiate the electronic journals environment</title>
<p>The third RQ sought to establish if there were age differences among academics in Zimbabwean universities in the possession of technological skills needed to negotiate the electronic journals environment. Academics&#x2019; responses are shown in <xref ref-type="table" rid="T0005">Table 5</xref>.</p>
<table-wrap id="T0005">
<label>TABLE 5</label>
<caption><p> Level of skills of academics in the use of electronic journals.</p></caption>
<table frame="hsides" rules="groups">
<thead valign="top">
<tr>
<th align="left" rowspan="2">Age range</th>
<th align="center" colspan="2">Low<hr/></th>
<th align="center" colspan="2">Average<hr/></th>
<th align="center" colspan="2">High<hr/></th>
<th align="center" colspan="2">Total<hr/></th>
</tr>
<tr>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
<th align="center"><italic>n</italic></th>
<th align="center">&#x0025;</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">30 years and below</td>
<td align="center">3</td>
<td align="center">11.5</td>
<td align="center">6</td>
<td align="center">23.1</td>
<td align="center">17</td>
<td align="center">65.4</td>
<td align="center">26</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">31&#x2013;40 years</td>
<td align="center">15</td>
<td align="center">17.0</td>
<td align="center">35</td>
<td align="center">39.8</td>
<td align="center">38</td>
<td align="center">43.2</td>
<td align="center">88</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">41&#x2013;50 years</td>
<td align="center">7</td>
<td align="center">12.0</td>
<td align="center">32</td>
<td align="center">55.2</td>
<td align="center">19</td>
<td align="center">32.8</td>
<td align="center">58</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">51&#x2013;60 years</td>
<td align="center">5</td>
<td align="center">25.0</td>
<td align="center">13</td>
<td align="center">65.0</td>
<td align="center">2</td>
<td align="center">10.0</td>
<td align="center">20</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">61 years and above</td>
<td align="center">1</td>
<td align="center">100</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left"><bold>Total</bold></td>
<td align="center"><bold>31</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>86</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>76</bold></td>
<td align="center"><bold>-</bold></td>
<td align="center"><bold>193</bold></td>
<td align="center"><bold>-</bold></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The results provided in <xref ref-type="table" rid="T0005">Table 5</xref> show that most academics perceived that they had low to average skills. Of the 193 users, 31 indicated low skills and 86 indicated average skills. This means that 60.6&#x0025; of academics possess low to average skills, with only 39.4&#x0025; (76) reporting high skills. Results also show that the younger the age the higher the skills. About 65.4&#x0025; of academics in the 30 years and below category reported high skills, as did 43.2&#x0025; of academics in the 31&#x2013;40 years age group, 32.8&#x0025; of academics in the 41&#x2013;50 years age group and 10&#x0025; of those in the 51&#x2013;60 years age group, respectively. Many of the academics older than 30 years reported average skills. There are also a sizeable number of academics aged over 30 years who demonstrated low skills. Results of this study are consistent with the running theme in literature that younger users possess higher skills in technology use than the older academics. The UTAUT theory asserts that age influences the &#x2018;effort expectancy&#x2019; of the user (Venkatesh et al. <xref ref-type="bibr" rid="CIT0046">2003</xref>). Researchers such as Waldman (<xref ref-type="bibr" rid="CIT0048">2003</xref>), Tenopir (<xref ref-type="bibr" rid="CIT0041">2003</xref>), Kinengyere (<xref ref-type="bibr" rid="CIT0019">2007</xref>), Park (<xref ref-type="bibr" rid="CIT0034">2010</xref>), Harle (<xref ref-type="bibr" rid="CIT0016">2010</xref>) and Tyagi (<xref ref-type="bibr" rid="CIT0045">2011</xref>) have all pointed to younger users having more technological skills than the older users.</p>
</sec>
</sec>
<sec id="s0013">
<title>Conclusion</title>
<p>The majority of academics across all age groups were aware of the existence of peer-reviewed electronic journals in their institutions. The academics, however, knew very few databases and specific electronic journals. Academics aged 30 years and below knew more databases and journals than their older counterparts. This suggests that while university libraries in Zimbabwe still need to inculcate in-depth awareness of the resources to increase usage, they have to be sensitive to age differences in their efforts. Many of the academics in Zimbabwe have adopted the use of electronic journals; however, there remain differences in the adoption rate by age. The rate of adoption decreases as age increases. This gives a signal to librarians to work more to assist the older academics in their quest to improve usage. This study also reveals that having a higher adoption rate does not necessarily mean more active usage of the resources. The older generation accessed more articles per week than the younger generation of academics in spite the latter having higher adoption rates. Librarians have to work hard to get the younger academics to use the resources to their full potential. This study shows that the majority of academics have low to average technological skills. However, the younger generation of academics possesses higher skills than the older academics. This information is useful for librarians, as they organise training and retraining sessions for academics to increase their confidence in negotiating the electronic journals environment. Overall, this study concludes that there are specific age-related differences in terms on in-depth awareness of electronic journals, usage and possession of technological skills that librarians have to take into account in their provision of these resources.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The authors express their gratitude to the National University of Science and Technology, Zimbabwe, for awarding a research grant for data collection.</p>
<sec id="s20014" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors have declared that no competing interest exists.</p>
</sec>
<sec id="s20015">
<title>Authors&#x2019; contributions</title>
<p>T.M. carried out the research as part of a broader PhD study. S.M. supervised the research.</p>
</sec>
<sec id="s20016">
<title>Funding information</title>
<p>The National University of Science and Technology, Zimbabwe, awarded a research grant for data collection.</p>
</sec>
<sec id="s20017">
<title>Data availability statement</title>
<p>Statistical Package for Social Sciences data are available on request.</p>
</sec>
<sec id="s20018">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of any affiliated agency of the authors.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Machimbidza, T. &#x0026; Mutula, S., 2020, &#x2018;The age factor in the use of peer-reviewed electronic journals by Zimbabwean academics&#x2019;, <italic>South African Journal of Information Management</italic> 22(1), a1133. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/sajim.v22i1.1133">https://doi.org/10.4102/sajim.v22i1.1133</ext-link></p></fn>
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