1. INTRODUCTION

The demands of higher education and the need to create knowledge, innovations and research have brought the need for scholarly and scientific research to the fore. This development has led to the relevance of journals which are important in engendering research and development especially in the academic milieu. Akpochafo (2009) submits that universities are charged with the creation of knowledge and it is one of their primary mandates. In creating knowledge, a lot of research has to be undertaken by both the universities and in research centers. Universities are viewed as contributors to innovation. The primary aim of university education however, is to engender teaching, learning, and research (Anunobi, Okoye and James-Chima, 2012).

The use of Open Access journals (OAJs) could be affected by the perception of users as regards its usefulness and relevance to meeting their information needs. Perception has been reported by researchers as a critical factor in determining the intention to use and reuse a system. According to Olajide-Williams and Popoola (2013) citing Nelson (2006), perception is the subjective process of acquiring, interpreting, and organizing sensory information. It refers to how the brain organizes and interprets sensory information. Olajide-Williams and Popoola reports that recently, perception was considered by the school of psychology called behaviorism, to be largely passive and inevitable response to stimuli. Similarly, Ekvall, Isaksen, Lauer and Britz (2000) posit that perception could be influenced by the intensity and physical dimensions of the stimulus, our own past experiences, how ready we are to respond, and our motivation and emotional state. They further assert that perception has to do with understanding issues. Perception is the cognitive impression that is formed of “reality” which in turn influences the individual’s actions and behavior towards that object.

Unfortunately, Open Access publications are perceived to have low quality in comparison with the traditional publications. Just recently, Gross and Ryan (2015) carried out a survey titled “landscapes of research: perceptions of Open Access (OA) publishing in the Arts and Humanities” at Edith Cowan University. Checking the perception of quality in open access, some considered OA journals of lower quality than subscription publications, of equal quality, higher quality, and some were unsure. Geib (2013) also submits that some researchers argued that open access journals lack quality control. This has hampered effective use of OAJs by them. The implication is that master degree students with negative perception of OAJs might not use them for academic purposes. Those who perceived OAJs to be useful and to be of relative advantage might use them more for academic purposes.

This study was carried out in two federal universities in Southwest Nigeria. The universities are: The University of Ibadan, Ibadan Oyo State and Obafemi Awolowo University, Ile-Ife, Osun State Nigeria. University of Ibadan is the first university in Nigeria established in 1948 with a view to promote education, learning and research. Obafemi Awolowo University, Ife is also one of the prestigious federal universities in Southwest Nigeria. It was established in 1961 and it started its postgraduate studies and research in 1964. These two universities were selected based on their experience in research for over fifty years and it is expected that open access journals would have been maximally utilized by their master degree students. However, despite the huge benefits presented by Open Access journals, especially in the aspect of ensuring equitable access to scholarly publications without the barrier of a subscription or access fees, it has been observed that there is a gross reduction in the usage of OAJs by master degree students in Nigeria as compared to their contemporaries. This may owe to their varying perceptions about the quality and usefulness of these OAJs. It is to this end, this article sets to investigate the perceptions and use of Open Access Journals by postgraduate students in two universities in Southwest, Nigeria. In carrying out this research, this study employed six research questions and six hypotheses to ascertain the various perceptions and how these perceptions affect usage of OAJs by master degree students.

2. OBJECTIVES

The broad objective of this research is to investigate the perceptions and use of OAJs by master degree students of two universities in Nigeria. The specific objectives are to find out the master degree students usage patterns of Open Access Journals; determine the barriers that hinder the use of OAJs; investigate users' perceptions of OAJs, whether positive or negative; find out the users' perception of relative advantage of OAJs; examine the perception of the complexities of using OAJs; and to investigate the perception of compatibility of OAJs with existing scientific and scholarly standards.

3. RESEARCH QUESTIONS

The study seeks to provide answers to the following questions:

i. What is the frequency of use of Open Access Journals by master degree students of universities in Southwest, Nigeria?

ii. What are the barriers that hinder the use of OAJs by master degree students in Nigeria?

iii. Do users have positive or negative perceptions towards OAJs in Nigeria?

iv. What are the users’ perceptions of relative advantage of OAJs?

v. What are the users’ perceptions of complexity of OAJs?

vi. What are the users’ perceptions of compatibility of OAJs?

4. RESEARCH HYPOTHESES

The following null hypotheses will be tested at 0.05 level of significance:

H01: There is no significant relationship between positive perception and use of OAJS by master degree students in Nigeria.

H02: There is no significant relationship between negative perception and use of OAJS

H03: There is no significant relationship between perception of relative advantage and use of OAJs

H04: There is no significant relationship between perception of complexities and use of OAJs

H05: There is no significant relationship between perception of compatibility and use of OAJs

H06: There is no composite relationship between positive perception, negative perception, perception of relative advantage, perception of complexities, perception of compatibility and use of Open Access Journals by master degree students in Nigeria.

5. LITERATURE REVIEW

The literature review will comprise of relevant and existing researches that have been carried by different authors, delimiting it to variables identified in the study. The submissions and findings from the review will be used when discussing the findings of this study, looking at areas of similarities and discrepancies.

5.1 Use Of Open Access Journals

Use of Open Access journals has become important for scientific research and development. Postgraduate students have been observed to use Open Access journals for academic purposes. This has helped them in acquiring up-to-date scientific and scholarly information that is relevant to their various eadeavours in the academic institutions. Mohammed and Garba (2013) carried out a study on awareness and use of open access scholarly publications by postgraduate students of the Faculty of Science in Ahmadu Bello University Zaria (ABU), Kaduna State, Nigeria. They found that 91(95.8%) of the respondent use OA to support their thesis and dissertation, 60(63.2%) use it to read for exams, 58(61.1%) use it to write assignments, 21(22.1%) indicated that they're using OA to publish their journal articles.

Another study by Ivwighreghweta and Onoriode (2012) on awareness and use of open access journals by LIS students at the University of Ibadan, Nigeria, revealed that 83(59%) opined to have downloaded articles from open access Journals, 76 (54%) revealed to have published their research works in open access journals, 72 (51%) opined that they print open access journal, articles, 68 (49%) indicated that they reference open access journals. Other uses of open access journals by LIS postgraduate students include citing open access journals (49%), copying open access journals articles to flash (47%), and reading articles in open access journals 77 (55%). Eqbal and khan (2007) carried out a study on the use of electronic journals by the research scholars of Faculty of Science and Faculty of Engineering, Aligarh. They found that the majority of research scholars in the Faculty of Science and 67.64% and 69.23% Faculty of Engineering use open access journals for research work; whereas 35.29% in the Faculty of Science use open access journals to update their knowledge and 23.70% in the faculty of engineering use them for study.

As the use of Open Access journals increased, some constraints were identified to have impeded its further use in the literature. The most prevalent constraints include: inadequate online scholarly communication skills, lack of awareness of open access, and poor Internet connectivity (Ivwighreghweta and Onoriode, 2012). This is similar to findings of Dulle (2011) when he posits that one of the barriers hindering the use of open access journals is lack of open access awareness, and that lack of formal training programmes targeted at the postgraduate students in the respective universities is likely to contribute to the less effective usage of the open access journals. As a result of insufficient skills, they most often find themselves spending much of the productive time in trying to get relevant information from the Internet than it could have been the case if equipped with the necessary knowledge (Eger, 2008; Chilimo, 2008).

Dulle (2010) and Christian (2008) identified slow Internet connectivity as a major constraint indicated by the respondents as contributing to their ineffective usage of this media in scholarly communication. Muthayan (2003) points out that only a few institutions with reliable and fast Internet connection would benefit from open access initiatives in South Africa. Similarly, Hirwade and Rajyalakshmi (2005) considered lack of infrastructural facilities and connectivity of high bandwidth as among the inhibitors of open access uptake in India.

This could also be a problem for Nigerian postgraduate students because presently there is no free access to the Internet in most public universities, except in private universities where the children of the rich are schooling. Okoye and Ejikeme (2010) averred that unstable power supply and unavailability of Internet facilities were constraints to the use of open access by postgraduate students and researchers. Muhammed and Garba (2013) reported in their study that 71(74.7%) respondents indicated that they encountered problem of retrieval of too much irrelevant information, 51(53.7%) indicated lack of adequate knowledge of OA sources, 37(38.9%) said poor Internet surfing skills, 25(26.3%) are as a result of unavailability of Internet facilities and download delay respectively, 19(20.0%) said incessant power outage, 18(18.9%) said limited access to computer terminals. Presently in Nigeria, having access to the Internet requires subscription to data plans provided by Network providers, which has to be paid for and if there is paucity of funds required to subscribe, postgraduate students would not be able to use Open Access journals online.

5.2 Perception Of Open Access Journals

Rogers (2003) in his work on diffusion of innovation submits that positive perception about an innovation is one of the key determinants of its eventual adoption and use. This implies that the way open journals are perceived by the researchers will to a large extent determine how they use them. Just recently, Gross and Ryan (2015) carried out a survey titled “landscapes of research: perceptions of open access (OA) publishing in the Arts and Humanities” at Edith Cowan University. Checking the perception of quality in open access, 9% considered OA journals of lower quality than subscription publications, 46% of equal quality, 0% of higher quality, and 45% were unsure. None of the researchers described the peer review in Open Access journals as inferior to subscribed journals. Taylor & Francis (2014) cited in Gross and Ryan (2014), surveyed authors who published in its journals during the year 2012. Within the Attitudes and Values section of the survey, 49% of authors strongly agreed that open access makes possible broader circulation of research than subscription models. Moreover, 35% strongly agreed that open access results in greater visibility, but only 15% strongly agreed that OA stimulates innovation. Contrary to these positive perceptions, 27% agreed that OA journals are of lower quality than their pay-to-read counterparts, 24% agreed that OA journals have lower production standards, and 25% were not aware of the general benefits of OA.

Dulle (2010) investigated perception of open access scholarly communication in Tanzania. 48 (73.8%) said that such publications represented adequate standards of high quality and had scientific merit, 34 (50.7%) said open access documents were original and of high quality, and 12 (18.2%) considered open access publications as mediocre or of little scientific merit. Geib (2013) also submits that some researchers argued that Open Access journals lack quality control. They opined that open access models incentivize journals to publish more articles. Journals have to cover their costs and when a large portion of their revenue comes from publication fees, they may be encouraged to publish more articles, with a negative impact on overall quality. In other studies, publications’ quality has been cited as among the important aspects considered by researchers and postgraduate students in making decisions about using open access scholarly content (Pickton, 2005; Warlick & Voughan, 2006; Utulu & Bolarinwa, 2009).

Dulle, Minishi-Majanja and Cloete (2009) revealing the negative perceptions of researchers about Open Access, note that the respondents perceived there is likelihood that open access publications would be misused or plagiarized (51%), others said OA publications were of low quality compared to traditional publications (55.2%); and they worry about the long-term availability of open access publications (35.4%). Fang and Zhu (2006) findings also revealed that some authors claim not to publish in open access outlets due to the fear of lack of integrity for their publications due to the perceived low quality of such documents. Swan and Brown (2005) also reported that some scholars did not use open access materials because of considering them as lacking quality control. Other studies have also reported strong support of open access as an alternative to the business model of scholarly publishing because of the potential of OA to facilitate wider dissemination of scholarly content (Swan & Brown, 2005; Schroter & Tite, 2006; Warlick & Voughan, 2006).

6. THEORETICAL FRAMEWORK

This study will be guided by Innovation Diffusion Theory developed by Rogers (2003). Perception of the usefulness and compatibility of open access journals could significantly influence intention to use. Innovation diffusion theory is considered appropriate for investigating users’ perceptions. Innovation Diffusion Theory (IDT) has been employed in studying individuals’ technology adoption. The main goal of IDT is to understand the adoption of innovation in terms of four elements of diffusion, including innovation, time, communication channels, and social systems. IDT also states that an individual’s technology adoption behavior is determined by his or her perceptions regarding the relative advantage, compatibility, complexity, trialability, and observability of the innovation (Rogers, 2003).

According to Rogers (2003), compatibility is the degree to which an innovation is perceived as consistent with the existing values, past experiences, and needs of potential adopters. Complexity is the degree to which an innovation is perceived as relatively difficult to understand and use. As Rogers stated, opposite to the other attributes, complexity negatively correlates with the rate of adoption. Thus, excessive complexity of an innovation is an important obstacle in its adoption. Since, Open Access Journals are product of ICT which could only be accessed on the Internet, the use of IDT becomes handy.

A lack of compatibility in IT with individual needs may negatively affect the individual’s IT use (McKenzie, 2001). Compatibility was found to influence Perceived Usefulness (Bhattacherjee & Hikmet, 2007), Perceived Ease of Use(PEOU) (Hernandez, Jimenez & Martin, 2010), attitude (Agarwal & Prasad, 2000; Lee, Kozar & Larsen, 2003), and intention (Saeed & Muthitacharoen, 2008; Wu and Wang, 2005). Relative advantage was found to have a positive relationship with an attitude (Agarwal and Prasad, 2000), and relative usage intention (Lin, Chan, & Wei, 2006). Complexity was found to have a negative relationship with the technology adoption intention (Son & Benbasat, 2007).

7. CONCEPTUAL MODEL FOR THE STUDY

Figure 1 proposes a relationship between the five independent variables and the dependent variable, which is the use of Open Access Journals. It proposes that when users have positive perceptions about Open Access journals, it will affect use positively. Negative perception on the other hand also has a relationship on use in that it dissuades intention to use it because of the negative impression users have about OAJs. Some perceive that OAJs are of lower quality when compared with traditional journals. Hence, these negative perceptions will not encourage use. The relationship therefore is negative, which means that if negative perception reduces, use will increase and vice-versa. Further, perception of relative advantage has a relationship with users’ use of OAJs. Users will utilize any technology if they perceive that it will be advantageous for academic activities, and if it will enhance productivity in academic pursuits. The model also proposes that if OAJs’ interfaces and platforms are perceived as too complex, use may be discouraged; and if perceived as not to be complex, use will be encouraged. Lastly, the perception that OAJs are compatible with existing values and scholarly ethics will also determine users’ usage of such. If users perceive that OAJs are less qualitative and undergo no serious review process before publishing, they may not use them for academic tasks in their institutions.

Fig. 1

The research model

E1JSCH_2017_v5n1_26_f0001.jpg

8. RESEARCH METHODOLOGY

The descriptive survey design was adopted for the study. The population of the study consists of the master degree students of The University of Ibadan and Obafemi Awolowo Univeristy. The Records Office of the Postgraduate School, University of Ibadan revealed that there are thirteen (13) Faculties, three (3) Institutes and six (6) Centers offering postgraduate programs within the university with a population of seven thousand four hundred and twenty three (7,423) masters’ students for 2014/2015 academic session. In OAU, there are twelve (12) Faculties offering postgraduate studies with a population of One thousand, eight hundred and sixty seven (1867) masters’ degree students. This gives a total population of nine thousand, two hundred and ninety (9,290) which is the population of the study.

The multi-stage sampling technique was used for the study. Data was collected from master degree students at first and second year (Masters 1 and 2) in the selected universities. In the first stage, three faculties were purposively selected. These three Faculties are Arts, Social Sciences and Sciences. The second stage involved the purposive selection of two similar departments, each from the selected faculties of the universities. The selected departments are Religious Studies and History from the Faculty of Arts; Economics and Psychology from Faculty of Social Sciences; Geology and Physics from the Faculty of Sciences. At the last stage, 30% sampling fraction was used to select the sample size for each of the selected departments. According to Aina (2004), the principle of sample size is that if the population is less than 1000, then 30% sampling ratio will be adequate. Thus, the sample size is 249. The data collection instrument was a structured questionnaire. Some core Open Access Journals were selected from DOAJ and used for the study. Data was analysed using frequency counts and percentages for the research questions, while correlation and regression analyses were used for testing the hypotheses. The Statistical Package for the Social Sciences (SPSS) was used for coding and analysing the data.

9. FINDINGS AND DISCUSSION

A total of one hundred and eighty five (185) copies of the questionnaire were administered to master degree students at University of Ibadan (UI), Nigeria and sixty four (64) to those in Obafemi Awolowo University (OAU), Ile Ife, Nigeria. One hundred and seventy six (176) and sixty two (62) copies respectively, were returned and found usable for analysis, giving a total of 238 (95.1 % response rate)(See Table 1).

Table 1

Population and Sample Size of the Study

Faculties Departments University of Ibadan Obafemi Awolowo Univ.
Population Sample Population Sample
Art Religious Study 100 30 16 5
History 91 27 8 3
Social Sciences Economics 122 37 72 22
Psychology 79 24 50 15
Sciences Geology 82 25 25 8
Physics 140 42 37 11
Total 185 64

n= 249

9.1 Demographic Information Of Respondents

Descriptive statistics such as frequency counts and percentages were used to analyse the demographic characteristics of the respondents. Table 2 reveals the distribution by universities. The University of Ibadan has the largest number of respondents 176 (73.9%) while Obafemi Awolowo University has the least respondents with 62 (26.1%). The table also revealed the distribution by faculties in the two universities. The Faculty of Science at the University of Ibadan has the largest number of respondents with 67 (36.2%) while in OAU, Arts had the least number of respondents with 8 (12.5%). As regards the year of study of the master degree students, first year postgraduate students in UI had the largest number of respondents with 93 (52.8%) while the least respondents were also the first year postgraduate students in OAU by 24 (37.8%). The table further revealed that the majority of the respondents was between 26-30 years category with 110 (46.2%) giving 76 (43.2%) in UI and 34 (54.8%) in OAU. This means that the respondents were in their active years. The findings revealed that there were more male than female respondents in the studied universities. Table 2 revealed that there were 116 (65.9%) male respondents in the UI while in OAU 47 (75.8).

Table 2
Demographic Characteristics of Respondents
Variables University of Ibadan OAU Total
N % N % N %
University<br> University of Ibadan<br> Obafemi Awolowo University 176 73.9 62 26.1 238 100
Faculty<br> Arts<br> Social Sciences<br> Sciences 57<br>61<br>67 38.8<br>33.0<br>36.2 8<br>37<br>19 12.5<br>57.8<br>29.7 63<br>99<br>76 26.1<br>39.4<br>34.5
Department<br> History<br> Religious Studies<br> Economics<br> Psychology<br> Geology<br> Physics 30<br>25<br>37<br>24<br>23<br>37 14.2<br>17.0<br>21.0<br>13.6<br>13.1<br>21.0 3<br>5<br>22<br>15<br>8<br>9 4.8<br>8.1<br>35.5<br>24.2<br>12.9<br>14.5 33<br>30<br>59<br>39<br>31<br>46 13.9<br>12.6<br>24.8<br>16.4<br>13.0<br>19.3
Year of study<br> First year<br> Second year 93<br>83 52.8<br>47.2 24<br>38 37.8<br>61.3 117<br>121 49.2<br>50.8
Age Group<br> < 25 <br> 26-30 <br> 30-35<br> 36-49<br> > 50 46<br>76<br>35<br>17<br>2 26.1<br>43.2<br>19.9<br>9.7<br>1.1 10<br>34<br>13<br>4<br>1 16.1<br>54.8<br>21.0<br>6.5<br>1.6 51<br>110<br>48<br>21<br>3 21.4<br>46.2<br>20.2<br>8.8<br>1.3
Gender<br> Male<br> Female 116<br>60 65.9<br>34.1 47<br>15 75.8<br>24.2 163<br>75 68.5<br>31.5

n=238

9.2 PURPOSE OF USING OPEN ACCESS JOURNALS BY MASTER DEGREE STUDENTS

It was reported on the results that the academic purposes for which master degree students in both universities used OAJs were: personal research (X=3.54), learning (X=3.50), project/thesis writing (X=3.50), seminar preparation (X=3.36), assignment (X=3.25), professional growth (X=3.16) and workshop/symposium (X=3.09). The academic purposes for which master degree students in both universities used OAJs were for personal research, learning, project/theses writing, seminar preparation, assignment, professional growth and workshop /symposium.

Table 3
Purpose of using Open Access Journals by Master’s Degree Students
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Learning 140 58.8 83 34.9 10 4.2 5 2.1 3.50 .680
2 Personal research 142 59.7 83 34.9 12 5.0 1 0.4 3.54 .613
3 Assignment 92 38.7 119 50.0 21 8.8 6 62.5 3.25 .719
4 Exam Preparation 60 25.2 108 45.4 56 23.5 14 5.9 2.90 .846
5 Course Materials Generation 67 28.2 116 46.7 40 16.8 15 6.3 2.99 .839
6 Group discussion 63 26.5 108 45.4 48 20.2 19 8.0 2.90 .883
7 Seminar Preparation 108 45.4 112 47.1 14 5.9 4 1.7 3.36 .672
8 Workshop / symposium 71 29.8 124 52.1 37 15.5 6 2.5 3.09 .741
9 Class Notes 61 25.6 99 41.6 58 24.4 20 8.4 2.84 .903
10 Project / Thesis Writing 146 61.3 73 30.7 12 5.0 7 2.9 3.50 .728
11 Professional Growth 93 39.1 107 45.0 22 9.2 16 6.7 3.16 .853
12 Continuous Assessment 40 16.8 117 49.2 50 21.0 31 13.0 2.70 .901

9.3 FREQUENCY OF USING OPEN ACCESS JOURNALS BY MASTER DEGREE STUDENTS

The scales used for frequency of use of OAJs for academic purposes by master degree students in both universities were; daily, weekly, monthly, quarterly, yearly, occasionally, and never. But for the purpose of presenting the results, daily, weekly and monthly were regarded as regular while occasionally and were never regarded as not used. In both universities, Sociology Journal of Pan African Studies 63 (26.5%), Real-world Economics review 61 (25.6%), The American journal of Economics 59 (24.8%), Theoretical economics 58 (24.3%) and Journal of World-Systems Research 58 (24.3%) were used regularly for academic activities by the respondents. Meanwhile based on the mean scores, none of the items scored the minimum criterion mean score of 3.00 and above which indicates that the OAJs were underutilised by the master degree students in both universities studied. From the findings, it could be ascertained that OAJs were underutilised by the respondents in both universities for their academic activities(See Table 4).

Table 4
Frequency of using Open Access Journals by Master’s Degree Students
Response Daily Weekly Monthly Occasionally Never Mean St. Dev.
Frequency F % F % F % F % F %
The Asia-Pacific Journal 4 1.7 18 7.6 11 4.6 61 25.6 144 60.5 1.64 .991
First Monday 3 1.3 12 5.0 10 4.2 51 21.4 162 68.1 1.50 .889
Digital Humanities Quarterly 7 2.9 13 5.5 17 7.1 53 22.3 147 61.8 1.65 1.029
Culture Machine 5 2.1 13 5.5 15 6.3 53 22.3 150 63.0 1.60 .978
Philosophers 7 2.9 16 6.7 15 6.3 52 21.8 146 61.3 1.67 1.056
Journal of Ethics & Social Philosophy 6 2.5 18 7.6 24 10.1 70 29.4 119 50.0 1.83 1.053
Contact Quarterly 5 2.1 16 6.7 19 8.0 58 24.4 140 58.8 1.69 1.017
Journal of World-Systems Research 9 3.8 23 9.7 26 10.9 65 27.3 113 47.5 1.94 1.151
Frontiers in Psychology 5 2.1 20 8.4 34 14.3 63 26.5 115 48.3 1.89 1.072
Journal of Pan African Studies 4 1.7 25 10.5 34 14.3 67 28.2 107 45.0 1.95 1.082
Real-world Economics review 11 4.6 27 11.3 23 9.7 60 25.2 116 48.7 1.97 1.211
The American journal of Economics and Sociology 12 5.0 23 9.7 24 10.1 63 26.5 115 48.3 1.96 1.198
Theoretical Economics 15 6.3 26 10.9 17 7.1 58 24.4 121 50.8 1.97 1.264
Journal of International Economics 12 5.0 22 9.2 18 7.6 56 23.5 129 54.2 1.87 1.198
New Journal of Physics 7 2.9 19 8.0 24 10.1 33 13.9 154 64.7 1.70 1.119
Physical Review X 5 2.1 20 8.4 17 7.1 40 16.8 155 65.1 1.65 1.066
Molecules 5 2.1 17 7.1 13 5.5 45 18.9 156 65.5 1.60 1.020
Advances in Geosciences 11 4.6 26 10.9 24 10.1 38 16.0 137 57.6 1.88 1.239
Astrophysics and Space Sciences Transactions (ASTRA) 4 1.7 21 8.8 17 7.1 41 17.2 153 64.3 1.65 1.055
Journal of Thermodynamics 5 2.1 17 7.1 12 5.0 46 19.3 156 65.5 1.60 1.016

9.4 BARRIERS HINDERING THE USE OF OAJS BY THE MASTER DEGREE STUDENTS

From the findings, it was reported that the major barriers which hindered master students in both universities in effectively using OAJs were: download delay (X=2.92), unavailability of Internet facilities (X=2.88), too many login instructions required (X=2.75), limited access to computer terminals (X=2.72) and poor website design (X=2.68). It could be inferred that the barriers hindering the use of OAJs by master degree students in both universities where download delay, unavailability of internet facilities, too many login instructions required, limited access to computer terminals and poor website design(See Table 5).

Table 5
Barriers Hindering Use of OAJs by Master’s Degree Students
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Poor websited esign 59 24.8 75 31.5 72 30.3 32 13.4 2.68 .994
2 Too many login instructions required 53 22.3 96 40.3 63 26.5 24 10.1 2.75 .917
3 Access instructions not always clear 43 18.1 94 39.5 76 31.9 25 10.5 2.65 .895
4 Lack of print provision 34 14.3 84 35.3 84 35.3 36 15.1 2.49 .917
5 Lack of training to use open access journal for research 54 22.7 73 30.7 75 31.5 36 15.1 2.61 .999
6 Unavailability of Internet facilities 75 31.5 85 35.7 53 22.3 25 10.5 2.88 .974
7 Download delays 79 33.2 79 33.2 61 25.6 19 8.0 2.92 .951
8 Limited accessto computers terminals 54 22.7 88 37.0 71 29.8 25 10.5 2.72 .933
9 Lack of knowledge of the existence of OAJ 51 21.4 81 34.0 73 30.7 33 13.9 2.63 .971
10 Lack of Internet search skills 23 9.7 72 30.3 87 36.6 56 23.5 2.26 .927

9.5 POSITIVE PERCEPTION OF OAJS BY MASTER DEGREE STUDENTS IN NIGERIA

Findings from Table 6 revealed that in both universities, majority of the respondents perceived that; Open Access enables them to access research output from (X=3.39), Open Access journals increase research activities impact by such works being highly used and cited (X=3.37), Open Access publications avails them the privilege of freely accessing scholarly literature for their seminar preparation because it is free (X=3.35), Open access journals reduces the cost incur in gathering materials for their thesis/dissertation (X=3.33), Open Access journals avails them the opportunity of using current scholarly research in their term paper and thesis (X=3.32) and Publishing in open access outlets exposes their scholarly work and research to a large potential readership (X=3.30). From these findings, it could be further affirmed that in both universities the respondents have a very high positive perception of OAJs.

Table 6
Positive Perception of OAJs by Master’s Degree Students in Nigeria
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Open Access publications are originaland useful for writing assignments. 101 42.4 112 47.1 17 7.1 8 3.4 3.29 .742
2 The publications represent adequate standards of quality and can be used for thesis and project writing. 91 38.2 121 50.8 19 8.0 6 2.5 3.25 .710
3 Open Access journals avails me the opportunity of using current scholarly research in my term paper and thesis. 103 43.3 111 46.6 20 8.4 4 1.7 3.32 .698
4 Open Access journals increase research activities impact by such works being highly used and cited. 105 44.1 119 50.0 10 4.2 4 1.7 3.37 . 647
5 Open Access publications avails me the privilege of freely accessing scholarly literature for my seminar preparation because it is free 100 42.0 125 52.5 6 2.5 6 2.5 3.35 .656
6 Open Access enables me to access research output from 117 49.2 104 43.7 10 4.2 7 2.9 3.39 .708
7 Publishing in Open Access outlets exposes my scholarly work and research to a large potential readership. 98 41.2 115 48.3 20 8.4 4 1.7 3.30 .693
8 Open Access journals reduces the cost incur in gathering materials for my thesis/dissertation 111 46.6 103 43.3 15 6.3 9 3.8 3.33 .759

9.6 NEGATIVE PERCEPTION OF OAJS BY MASTER DEGREE STUDENTS IN NIGERIA

The findings from Table 7 revealed that in both universities, majority of the respondents posited Open access publications are not relevant to their academic purposes (X=3.13), Open access publications are generally quite mediocre or of little scientific merit to be used for their theses/dissertation (X=3.12), Open access journals have made research too cheap; hence it should not be used for theses and term paper (X=3.10), while some averred that open access journals should not be trusted in writing theses and projects (X=3.07). Findings further affirmed, in spite of the very high positive perception of OAJs by master degree students, majority of the respondents indicated a high negative perceptions of OAJs in both universities.

Table 7
Negative Perception of OAJs by Master’s Degree Students in Nigeria
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Long-term availability of Open Access publications is not guaranteed hence should not be used for personal research and development 9 3.8 46 19.3 135 56.7 48 20.2 2.93 .738
2 Open Access publications are not relevant for my academic purposes 15 6.3 24 10.1 114 47.9 85 35.7 3.13 .834
3 Open Access journals articles are not of good quality and should not be used in preparing for examination 14 5.9 26 10.9 131 55.0 67 28.2 3.06 .781
4 Open Access journals should not be trusted in writing thesis and projects. 10 4.2 34 14.3 124 52.1 70 29.4 3.07 .777
5 Open Access journals have made research too cheap; hence it should not be used for thesis and term paper. 14 5.9 24 10.1 124 52.1 76 31.9 3.10 .805
6 It is difficult to access information on OAJs for learning, seminar preparation and exam preparation. 18 7.5 35 14.7 118 49.6 67 28.2 2.99 . 849
7 Articles in journals did not meet my academic information needs. 11 4.6 36 15.1 121 50.8 70 29.4 3.06 .784
8 Open Access publications are generally quite mediocre or of little scientific merit to be used for my thesis/dissertation. 8 3.4 25 10.5 135 56.7 70 29.4 3.12 .722
9 Open Access publications are considered of low quality and should not be used for thesis and course material generation. 65 27.3 122 51.3 31 13.0 20 8.4 2.97 .861

9.7 PERCEPTION OF RELATIVE ADVANTAGE OF OPEN ACCESS JOURNALS

Findings from Table 8 revealed that in both universities, majority of the respondents indicated that Open Access journals are beneficial to their academic purpose (X=3.37), that it allows free access to scholarly articles all over the world (X=3.30) and that Open Access journals are more advantageous than toll access journals (X=3.03). These findings further affirmed that in both universities, majority of the respondents indicated they have a relative advantage academically using OAJs.

Table 8
Perception of Relative Advantage of Open Access Journals
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Open Access journals are beneficial for my academic purposes. 105 44.1 122 51.3 6 2.5 5 2.1 3.37 .642
2 Open Access journals are more advantageous than toll access journals. 61 25.6 126 52.9 48 20.2 3 1.3 3.03 .714
3 It allows free access to scholarly articles all over the world. 94 39.5 123 51.7 17 7.1 4 1.7 3.30 .657

9.8 PERCEPTION OF COMPLEXITIES OF OPEN ACCESS JOURNALS

Table 9 revealed that in both universities, majority of the respondents indicated that Open Access journals make their research easy to carry out (X=3.21), that instructions on Open Access journals interfaces are easy to understand and follow when searching for articles (X=3.12) and that Open Access journals are not complex to use for academic purposes (X=3.05). These findings further affirmed that in both universities, majority of the respondents indicated OAJs were not complex to use for academic purposes.

Table 9
Perception of Complexities of Open Access Journals
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Open Access journals are not complex to use for academic purposes 65 27.3 126 52.9 42 17.6 5 2.1 3.05 .730
2 Open Access journals make my research easy to carry out. 80 33.6 130 54.6 27 11.3 1 .4 3.21 .650
3 Instructions on Open Access journals’ interfaces are easy to understand and follow when searching for articles 66 27.7 137 57.6 32 13.4 3 1.3 3.12 .671

9.9 PERCEPTION OF COMPATIBILITY OF OPEN ACCESS JOURNALS

Findings in Table 10 revealed that in both universities, majority of the respondents posited that Open Access journals are relevant for their academic activities (X=3.24), the articles in open access journals could be used for their dissertations (X=3.24) and scholarly contents of Open Access journals are compatible with existing values in scientific research (X=3.21). These findings further affirmed that in both universities, majority of the respondents indicated they were compatible with the use of OAJs for academic purposes.

Table 10
Perception of Compatibility of Open Access Journals
Scale SA A D SD Mean St. Dev.
F % F % F % F %
1 Scholarly contents in Open Access journals are compatible with existing values in scientific research 67 28.2 156 65.5 13 5.5 2 .8 3.21 .572
2 Open Access journals are relevant for my academic activities 77 32.4 145 60.9 13 5.5 3 1.3 3.24 .609
3 The articles in Open Access journals could be used for my dissertation 83 34.9 132 55.5 20 8.4 3 1.3 3.24 . 654

10. HYPOTHESIS TESTING

Some hypotheses were formulated for testing in this study. They are null hypotheses tested at 0.05 level of significance.

Ho1: There is no significant relationship between positive perception and use of OAJs

Table 11 revealed that in both universities, there was a positive significant correlation between perception and use of OAJs by the respondents (r= 0.121**; df = 236; p < 0.05). Thus, as use of OAJs by master degree students increases, their positive perception also increases. The null hypothesis one is hereby rejected; therefore, there is a significant relationship between positive perception and use of OAJs.

Table 11

Relationship between Positive Perception and Use of OAJs

Variable Mean Std. Deviation N r df Sig. (P) Remarks
Positive Perception 26.55 4.269
238 0.121 236 0.033 Sig..
Use of OAJs 35.22 14.896

Ho2: There is no significant relationship between negative perception and use of OAJs

Table 12 revealed that in both universities, there was a negative significant correlation between negative perception and use of OAJs by the respondents (r= -0.207**; df = 236; p < 0.05). Thus, as use of OAJs by master degree students in increases, their negative perception decreases. The null hypothesis two is hereby rejected; therefore, there is a significant relationship between negative perception and use of OAJs.

Table 12

Relationship between Negative Perception and Use of OAJs

Variable Mean Std. Deviation N r df Sig. (P) Remarks
Negative Perception 27.44 5.827
238 -0.207 236 0.001 Sig..
Use of OAJs 35.22 14.896

Ho3: There is no significant relationship between perception of relative advantage and use of OAJs

Table 13 revealed that in both universities, there was a positive significant correlation between perception of relative advantage and use of OAJs by the respondents (r= 0.128**; df = 236; p < 0.05). Thus, as use of OAJs by master degree students increases, their perception of relative advantage also increases. The null hypothesis three is hereby rejected; therefore, there is a significant relationship between perception of relative advantage and use of OAJs.

Table 13

Relationship between Perception of Relative Advantage and Use of OAJs

Variable Mean Std. Deviation N r df Sig. (P) Remarks
Relative advantage 9.71 1.606
238 0.128 236 0.025 Sig..
Use of OAJs 35.22 14.896

Ho4: There is no significant relationship between perception of complexities and use of OAJs

Table 14 revealed that in both universities, there was a very weak positive but not significant correlation between perception of complexities and use of OAJs by the respondents (r= 0.057**; df = 236; p > 0.05). Thus, the null hypothesis four is hereby accepted; therefore, there is no significant relationship between perception of the complexities and use of OAJs.

Table 14

Relationship between Perception of Complexities and Use of OAJs

Variable Mean Std. Deviation N r df Sig. (P) Remarks
Perception of Complexities 9.37 14.897
238 0.057 236 0.195 Ïnsig..
Use of OAJs 35.22 14.896

Ho5: There is no significant relationship between perception of compatibility and use of OAJs

Table 15 revealed that in both universities, there was a positive significant correlation between perception of compatibility and use of OAJs by the respondents (r= 0.118**; df = 236; p < 0.05). Thus, as use of OAJs by master degree students increases, their perception of compatibility also increases. Thus, the null hypothesis five is hereby rejected; therefore, there is a significant relationship between perception of complexities and use of OAJs.

Table 15

Relationship between Perception of Compatibility and Use of OAJs

Variable Mean Std. Deviation N r df Sig. (P) Remarks
Perception of Compatibility 9.69 1.584
238 0.118 236 0.037 Sig..
Use of OAJs 35.22 14.896

Ho6: There is no composite relationship between positive perception, negative perception, perception of relative advantage, perception of complexities, perception of compatibility and use of Open Access Journals by master degree students in Nigeria.

Table 16 shows that in both universities, the R =.312 obtained was found to be significant (F [5, 233] = 4.885; p < 0.05). This means that the R was not due to chance. With an adjusted R square of .078, it connotes that 7.8% of the variance was accounted for by the independent variables. The remaining 92.1% is accounted for by other factors not captured in this study.

Table 16

Summary of Joint Relationship between Perceptions and Use of Open Access Journals by Master’s Degree Students

R R Square Adjusted R Square Std. Error of the Estimate
312a 0.098 0.078 14.33820

a. Predictors: (Constant), Compatibility, Negative Perception, Positive Perception, Relative advantage, Complexities

Table 17 showed that there was a positive influence of positive perception on use of OAJs with β = 0.447 and t value = 1.673 at P > 0.05 (sig. 0.096), although not significant. Also, there was a negative influence of negative perception on use of OAJs with β = -0.707 and t value = -4.139 at P < 0.05 (sig. 0.000). Also, there was a positive influence of relative advantage perception on use of OAJs with B= 1.011 and t value = 1.297 at P > 0.05 (sig. 0.196), although not significant. Also, there was a negative influence of perception of complexities on use of OAJs with β = -.526 t value = -.681 at P < 0.05 (sig. 0.496), although not significant.

Similarly, there was a positive influence of perception of compatibility for use of OAJs with β = 1.146 and t value = 1.512 at P > 0.05 (sig. 0.132), although not significant. It could however be inferred from the table that the five perception factors (positive perception, negative perception, relative advantage of perception, perception of complexities and perception of compatibility) had multiple influences on use of OAJs for academic activities by master degree students in the University of Ibadan and Obafemi Awolowo University. Out of the five perceptions, only negative perception had significant multiple influence on use of OAJs by the master degree students. Therefore, the multiple influences of perceptions on use of Open Access journals by master degree students in both universities showed that, positive perception had the greatest influence on use of Open Access journals for academic activities, while negative perception had the least influence on use of Open Access journals for academic activities.

Table 17

ANOVA Table for the Regression

Model Sum of Squares df Mean Square F Sig. (P)
Regression 5021.827 5 1004.365 4.885 0.000*
Residual 46461.962 233 205.584
Total 51483.789 238

*Significant at p < 0.05

Table 18

Relative Contribution of Perceptions and Use of Open Access Journals by Master’s Degree Students

Factors Unstandardized Coefficients Standardized Coefficients Rank T Sig.
B Std. Error Beta
(Constant) 26.782 7.824 3.423 0.001*
Positive Perception 0.447 0.267 0.128 1st 1.673 0.096
Negative Perception -0.707 0.171 -0.276 5th -4.139 0.000*
Relative Advantage 1.011 0.780 0.109 3rd 1.297 0.196
Complexities -0.526 0.773 -0.060 4th -0.681 0.496
Compatibility 1.146 0.758 0.122 2nd 1.512 0.132

*Significant at p < 0.05

11. DISCUSSION OF FINDINGS

The major academic purposes master degree students in both universities used Open Access journals (OAJs) were for personal research, learning, project/theses writing, seminar preparation, assignment, professional growth and workshop/symposium. This corresponds with the findings of Deng (2010) in his study in Australia, that there were various purposes for postgraduates to use OAJs including: gathering information on a specific topic (research), gaining general information (personal research), and completing assignments. Supporting this assertion were Pandurangaswamy and Kishore (2013) from their study that most of the postgraduate students use OAJs for the preparation of class notes, and most postgraduate students used electronic information resources for preparation of projects. These findings were also supported by Mohammed and Garba (2013) who found that postgraduate students use OA to support their thesis and dissertation, read for exams, write assignments, and to publish their journal articles.

Furthermore, on the frequency of use of OAJs for academic purpose by master degree students in both universities, it was established in the study that, majority of the respondents not use the Open Access journal as frequently as possible. From the findings, it could be ascertained that OAJs were underutilised by the respondents in both universities for their academic activities. This finding is supported by Geib (2013) who submitted that some researchers argued that Open Access journals lack quality control. This has hampered the effective use of OAJs by them. The implication is that master degree students with negative perceptions of OAJs might not use them for academic purposes. Only those who perceived OAJs to be useful and to be of relative advantage might use them more for academic purposes. Similarly, Habiba and Chowdbury (2012) also averred that postgraduate students who are most enthusiast users of OAJs preferred resources offered online free of charge.

The major barriers hindering the use of OAJs by master degree students in both universities were download delay, unavailability of Internet facilities, too many login instructions required, limited access to computer terminals and poor website design. These finding is in tandem with Dulle (2010) and Christian (2008) who identified slow Internet connectivity as a major constraint indicated by the respondents as contributing to their ineffective usage of this media in scholarly communication. It also supports Muthayan (2003) who pointed out that only a few institutions with reliable and fast Internet connection would benefit from Open Access initiatives in South Africa. Similarly, Hirwade and Rajyalakshmi (2005) considered lack of infrastructural facilities and connectivity of high bandwidth as among the inhibitors of Open Access uptake in India.. Also, in support of this finding is the submission of Dulle (2011), who posited lack of open access awareness as one of the barriers hindering the use of Open Access journals. However, this findings is at variance with Ivwighreghweta and Onoriode (2012) who viewed inadequate online scholarly communication skills and lack of awareness of Open Access as the most prevalent constraints

From these findings, it could be further affirmed that in both universities, the respondents had a very high positive perception of OAJs. The majority of the respondents posited that Open Access; enables them to access research output from highly rated journals, increase research activities impact by such works being highly used and cited, freely access scholarly literature for their seminar preparation because it is free, reduce the cost incurred in gathering materials for their thesis/dissertation, use current scholarly research in their term papers and thesis and that publishing in open access outlets exposes their scholarly work and research to a large potential readership. This was supported by Mohammed and Garba (2013) who found that postgraduate students use OA to support their theses and dissertation, read for exams, write assignments, and to publish their journal articles. Similarly, Habiba and Chowdbury (2012) also averred that postgraduate students who are most enthusiast users of OAJs preferred resources offered online free of charge.

In addition, findings further affirmed that in spite of the very high positive perception of OAJs by master degree students, majority of the respondents indicated a high negative perception of OAJs in both universities. Majority of the respondents posited that Open Access publications are not relevant for their academic purposes, that Open Access publications are generally quite mediocre or of little scientific merit to be used for their theses/dissertation, that Open Access journals have made research too cheap, hence it should not be used for theses and term paper. This finding supports Geib (2013) who submitted that some researchers argued that Open Access journals lack quality control which hampered effective use of OAJs by them. The implication is that master degree students with negative perceptions of OAJs might not use them for academic purposes. Another reason may be attributed to the barriers encountered when using the Open Access journals and publications by them.

More so, it could be inferred from the findings that in both universities, majority of the respondents indicated they have a relative advantage academically using OAJs. This is because the majority of the respondents posited that Open Access journals are beneficial to their academic purpose since it allows free access to scholarly articles all over the world with the journals being of more advantage than toll access journals. The findings were supported by Habiba and Chowdbury (2012) also opined that postgraduate students who solely depends on the heavy use of OAJs, preferred resources offered online free of charge.

From the result of findings in both universities, majority of the respondents indicated OAJs were not complex to use for academic purposes. This can be seen in the fact that the majority of the respondents posited that open access journals make their research easy to carry out with instructions interfaces on the open access journals that are easy to understand and follow when searching for articles. This is supported by Chen, Yen, Hung, Huang (2008) who established that an individual’s tendency to interact spontaneously, intensively, openly, creatively, and imaginatively with computers and their available electronic information resources depends on their ability to derive high pleasure and comfort in using it.

From the results of findings, it could be inferred that, in both universities, majority of the respondents indicated they were compatible with the use of OAJs for academic purposes as most of them posited Open Access journals to be relevant for their academic activities with the articles in open access journals being useful for their dissertations and scholarly contents which are compatible with existing values in scientific research. This is supported by Rogers (2003) who posited that compatibility depends on the degree to which an innovation is perceived as consistent with existing values, past experiences and needs of potential adopters.

Moreover, the test of a significant relationship between perception and use of OAJs by the respondents by postgraduate students revealed that in both universities, there was a positive significant correlation between positive perception and use of OAJs. Thus, as users’ positive perception increase, use of OAJs by master degree students also increases. The null hypothesis one is hereby rejected; therefore, there is a significant relationship between positive perception and use of OAJs. This agrees with Rogers (2003) who submits that positive perception about an innovation is one of the key determinants of its eventual adoption and use. This implies that, the way open journals are perceived by the researchers will to a large extent determine how they use them.

The test of a significant relationship between negative perception and use of OAJs by the respondents in both universities revealed that, there was a significant negative correlation between negative perception and use of OAJs. Thus, as use of OAJs by master degree students increases, their negative perception decreases. The null hypothesis two is hereby rejected; therefore, there is a significant negative relationship between negative perception and use of OAJs. This finding indicates that the less negative the master degree students perceive using open access journals and publications, the more they will be prone to use them.

The test of a significant relationship between perception of relative advantage and use of OAJs in both universities revealed that, there was a positive significant correlation between perception of relative advantage and use of OAJs by the respondents. Thus, as use of OAJs by master degree students in increases, their perception of relative advantage also increases. The null hypothesis three is hereby rejected; therefore, there is a positive significant relationship between perception of relative advantage and use of OAJs. This is in line with Agarwal and Prasad (2000) who found that relative advantage have a positive relationship with attitude and also Lin, Chan, and Wei (2006) who found out that relative advantage have a positive relationship with relative usage intention. The more benefit derived from the use of an innovation or technology the more the use of such technology by the user.

The test of a significant relationship between perception of the complexities and use of OAJs by the respondents in both universities revealed that, there was a very weak positive, but not significant correlation between perception of the complexities and use of OAJs by the respondents. Thus, since the relationship was not significant, the null hypothesis four is hereby accepted; therefore, there is no significant relationship between perception of the complexities and use of OAJs. This was at variance with the finding of Son and Benbasat (2007) that complexity was found to have a negative relationship with the technology adoption intention.

The test of a significant relationship between perception of compatibility and use of OAJs by the respondents in both universities revealed that, there was a positive significant correlation between perception of compatibility and use of OAJs by the respondents. Thus, as use of OAJs by master degree students increases, their perception of compatibility also increases. Thus, the null hypothesis five is hereby rejected; therefore, there is a significant relationship between perception of the complexities and use of OAJs. This is corroborated by Bhattacherjee and Hikmet, (2007) who found out that compatibility influences perceived usefulness and McKenzie (2001) who stressed that a lack of compatibility in IT with individual needs may negatively affect the individual’s IT use. This is further supported by Agarwal and Prasad (2000), Lee, Kozar and Larsen (2003) who found that compatibility influences attitude. The more compatible the open access journals are, the more the chances of being used by the postgraduate students.

From the findings on the multiple influence, it could however be inferred that out of the five perception factors (positive perception, negative perception, relative advantage of perception, perception of the complexities and perception of compatibility) positive perception had the greatest influence on use of open access journals for academic activities, while negative perception had the least influence on use of open access journals for academic activities by master degree students in the University of Ibadan and Obafemi Awolowo Univeristy. Out of the five perceptions only negative perception had significant but negative influence on use of OAJs by the master degree students.

12. CONCLUSION

Open access journals have brought a tremendous impact on the academic activities of master degree students in Nigeria. It has brought about a paradigm shift in the access to and use of scholarly journals by master degree students, as they can freely access and use them without the barrier of payment and subscription. Open access journals serve as access equalizer and have made it possible for those who are not financially buoyant to have access to peer reviewed journals freely. It is evident in the study that master degree students used OAJs for learning, personal research, term paper and dissertation. It is noteworthy that due to slow Internet connectivity, download delay, limited access to computer terminals, lack of knowledge of the existence of OAJs and too many login instructions, master degree students did not frequently use open access journals for academic purposes. More so, it was clear that the perceptions of the users towards open access journals have significant impact on the use OAJs. Positive perception, perception of relative advantage, perception of compatibility will affect the actual usage of open access journals. However, a decrease in the negative perception towards OAJs will lead to an increase usage of OAJs. Consequently, it behooves on open access publishers, government and tertiary education policy planners to ensure quality assurance in OAJ publications, and also prevent postgraduate students from using predatory open access journals for their academic tasks. This will ensure quality research and good education building that will transcend to societal and nation building.

References

1 

Agarwal, R., & Prasad, J. (2000) The role of innovation characteristics and perceived voluntariness in the acceptance of Information Technologies Decision Sciences, 28(3), 557-582 .

2 

Akpochafo, W. P. (2009) Revitalizing research in Nigerian universities for national development Educational Research and Review, 4(5), 247-251 .

3 

Anunobi, C. V., Okoye, I., & James-Chima, N. (2012) Citation analysis of postgraduate students as a measure of their resource preference International Journal of Social Science and Education, 2(4), 646-656 .

4 

Bhattacherjee, A., & Hikmet, N. (2007) Physicians’ resistance toward healthcare information technology: A theoretical model and empirical test European Journal of Information Systems, 16(6), 725-737 .

5 

Liu, C. C., Lu, K. H., Wu, L. Y., & Tsai, C. C. (2016) The impact of peer review on creative self-efficacy and learning performance in Web 2.0 learning activities Educational Technology & Society, 19(2), 286-297 .

6 

Chilimo, W. L. (2008) Training in online search skills at Sokoine University of Agriculture, Tanzania: The use of TEEAL and AGRORA databases University of Dar es Salaam Journal, 10(1&2), 68-80 .

7 

Christian, G. M. (2008) Issues and challenges to the development of Open Access institutional repositories in academic and research institutions in Nigeria A paper prepared for the International Development Research Centre (IDRC)

8 

Deng, H. (2010) Emerging patterns and trends in utilizing electronic resources in a higher education environment: An empirical analysis New Library World, 111(3-4), 87-103 .

9 

Dulle, F. W., Minishi-Majanja, M. K., & Cloete, L. M. (2009) The adoption of Open Access scholarly communication in Tanzanian public universities: Some influencing factors Mousaion

10 

Dulle, F. W. (2010) An analysis of Open Access scholarly communication in Tanzanian public universities (Ph.D. thesis) Pretoria: University of South Africa

11 

Dulle, F. W. (2011) Acceptance and usage of Open Access scholarly communication by postgraduate students at the Sokoine University of Agriculture and the University of Dar es Salaam, Tanzania African Journal of Library, Archives and Information Science, 21(1), 17-28 .

12 

Eger, A. (2008) Database statistics applied to investigate the effects of electronic information services on publication of academic research – A comparative study covering Austria, Germany, and Switzerland GMS Med Bibl Information

13 

Ekvall, G., Isaksen, S. G., Lauer, K. L., & Britz, A. (2000) Perceptions of the best and worst climates for creativity Creativity Research Journal, 13(2), 171-184 .

14 

Eqbal, M., & Khan, A. (2007) Use of electronic journals by the research scholars of Faculty of Science and Faculty of Engineering, Amu, Aligarh: A comparative study In Library and Information Networking (NACLIN) pp. 98-132

15 

Fang, C., & Zhu, X (2006) The Open Access movement in China Interlending & Document Supply, 34(4), 186-193 .

16 

Geib, A. (2013) Advantages and Disadvantages of Open Access http://www.edanzediting.com/blog/advantages_and_disadvantages_open_access#.VcxeCZjSX_c

17 

Gross, J., & Ryan, J. C. Landscapes of research: Perceptions of Open Access (OA) publishing in the arts and humanities Publications 2015, 3(2), 65-88 .

18 

Habiba, U., & Chowdhury, S. (2012) Use of electronic resources and its impact: A study of Dhaka University Library users Eastern Librarian, 23(1), 74-90 .

19 

Hernandez, B., Jimenez, J., & Martin, M. J. (2010) Business management software in high-tech firms: The case of the IT services sector Journal of Business&Industrial Marketing, 25(2), 132-146 .

20 

Hirwade, M. A., & Rajyalakshmi, D. (2006) Open access: India is moving towards the third world super powers http://ir.inflibnet.ac.in/dxml/bitstream/handle/1944/537/828cal2006_29.pdf?sequence

21 

Hung, S. P, Huang, H. Y, & Lin, S. S. (2008) Do significant others’ feedback influences one’s creative behavior? Using structural equation modeling to examine creativity self-efficacy and creativity motivation effect Bulletin of Education Psychology, 40(2), 303-322 .

22 

Ivwighreghweta, O., & Onoriode, K. O. (2012) Awareness of Open Access scholarly publication among lecturers in university of Benin, Edo State, Nigeria Journal of Research in Education and Society, 3(1), 1-11 .

23 

Lee, Y., Kozar, K. A., & Larsen, K. R. T. (2003) The technology acceptance model: Past, present, and future Communications of the Association for Information Systems, 12(50), 752-780 .

24 

Lin, J., Chan, H. C., & Wei, K. K. (2006) Understanding competing application usage with the theory of planned behavior Journal of the American Society for Information Science and Technology, 57(10), 1338-1349 .

25 

McKenzie, J. (2001) How teachers learn technology best The Educational Technology Journal, 10(6) .

26 

Mohammed, A., & Garba, A. (2013) Awareness and use of Open Access scholarly publications by postgraduate students of Faculty of Science in Ahmadu Bello University Zaria (ABU), Kaduna State, Nigeria Samaru Journal of Information Studies, 13(1&2), 61-68 .

27 

Muthayan, S.Open access research and the public domain in South African: The Public Knowledge Project’s Open Journal Systems, The International Symposium on Open Access and the Public Domain in Digital Data and Information for Science, UNESCO, Paris, 2003

28 

Olajide-Williams, F. K., & Popoola, S. O. (2013) Effects of self concept and information perception on creativity of senior administrative personnel in federal universities in southwest Nigeria Nigeria Library and Information Science Review, 22(1&2), 66-85 .

29 

Pandurangaswamy, S., & Kishore, K. (2013) Use of e-resources by postgraduate students of the institute for financial management and research (IFMR), Chennai, India E-Library Science Research Journal, 1(12), 1-11 .

30 

Pickton, M. J. (2005) Research students and the Loughborough institutional repository (Masters dissertation) UK: University of Loughborough

31 

Rogers, E. M. (2003) Diffusion of innovations New York: Free Press

32 

Saeed, K. A., & Muthitacharoen, A. (2008) To send or not to send: An empirical assessment of error reporting behavior IEEE Transaction on Engineering Management, 55(3), 455-467 .

33 

Schroter, S., & Tite, L. (2006) Open access publishing and author-pays business models: A survey of authors’ knowledge and perceptions Journal of the Royal Society of Medicine, 99 .

34 

Son, J., & Benbasat, I. (2007) Organizational buyers’ adoption and use of B2B electronic marketplaces: Efficiency-and legitimacy-oriented perspectives Journal of Management Information Systems, 24(1), 55-99 .

35 

Swan, A., & Brown, S. (2005) Open access self-archiving: an author survey http://eprints.ecs.soton.ac.uk/10999

36 

Utulu, S. C., & Bolarinwa, O. (2009) Open access initiatives adoption by Nigerian academics Library Review, 58(9), 660-669 .

37 

Warlick, S. E., & Voughan, K. T. (2006) Factor influencing publication choice: Why faculty choose Open Access Biomedical Digital Libraries, 4(1) .