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Publications 2018, 6(2), 16; doi:10.3390/publications6020016

Article
Utilisation of Library Information Resources among Generation Z Students: Facts and Fiction
1
Department of Library and Information Science, Alice Campus, University of Fort Hare, Alice 5700, South Africa
2
Machakos University, Machakos 90100, Kenya
3
Department of Sociology, Alice Campus, University of Fort Hare, Alice 5700, South Africa
*
Author to whom correspondence should be addressed.
Received: 19 March 2018 / Accepted: 11 April 2018 / Published: 17 April 2018

Abstract

:
Generation Z was the foremost generation to have prevalent access to the Internet from an early age. Technology has strongly influenced this generation in terms of communication, education and consequently their academic information behaviour. With the next generation of scholars already being trained, in a decade, most of the researchers will be mainly digital natives. This study sought to establish the library information resources use pattern in relation to users’ preferred information media in order to render better academic information services to library users. A total of 390 respondents were surveyed at the Nelson Mandela University and the University of Fort Hare using quantitative and qualitative methods. Most of the respondents, 82.3%, were aged between 18 and 23 years; while the average library use time was two hours daily. The most utilised library resource is the Wi-Fi with e-books and e-journals found to be lowly utilised. Records from the E-librarians revealed that undergraduate students account for no more than 6% of total users of electronic databases with 62.3% of the respondents preferring print information resources. Better understanding of library users’ demographics and information media preference is essential in proving the right kind of information services to Generation Z library users.
Keywords:
Generation Z; Library information resources; Library use; undergraduate students

1. Introduction

The library, generally referred to as the knowledge hub of higher education institutions, is saddled with the responsibility of supporting the teaching, research and community engagement functions especially in the university [1]. The changing demographics of library users and advancement in technological development have also called for a modification in information services provision by libraries and information centres. According to statistics from the Council on Higher Education South Africa, most students enrolled in 2013 were less than twenty-four years old [2], making the demographic mainly Generation Z students. A preponderance of individuals in this generation have widespread access to and use of the Internet and digital media from an early age.
In order to satisfactorily meet the information needs of its users, libraries have inculcated electronic resources into their collections and remote access to information materials as well as the employment of social media in the provision of information services is visible in many academic libraries. Although information resources are widely available on the Internet, the place of the library is still relevant in the selection, acquisition, provision and evaluation of scholarly information resources as well as creating an enabling environment that supports teaching, learning and research functions in the university [3,4]. Several studies have been carried out on the importance and use of academic libraries by students [5,6,7,8]. One of such investigations at the University of Minnesota on the utilization of library resources by first-year college students suggests that first-time, first-year college students who utilize the library have a higher Grade Point Average (GPA) for their first semester and higher retention from fall to spring than those who did not make use of the library [9].

2. Statement of the Problem

In order to render effective library services to the university community, academic libraries are investing hugely into the acquisition of electronic information resources such as e-books, e-journals and the subscription to scholarly databases to facilitate teaching, research and learning. The true value of this huge investment will only be realised through the productive utilisation of these resources. Many libraries have more electronic resources than print information materials as a result of perceived demand for electronic information materials and unlimited access to them at the library and remotely. Previous researches have reported a rise in the preference and use of electronic books [10,11]. This study therefore sought to establish the library information resources utilisation pattern among undergraduate students in selected universities in the Eastern Cape Province, South Africa.

3. Research Objectives

The aim of this study was to establish the library information resources use pattern in relation to undergraduate students’ preferred information media in order to render better academic information services to library users. The specific objectives are:
  • Assess the library information resources use pattern of undergraduate students;
  • Identify the library information resources mostly utilised by undergraduate students;
  • Ascertain the textbooks owned and the preferred format of information materials by undergraduate students.

4. Research Hypotheses

The following null hypotheses were tested for this study:
H01: 
There is no significant relationship between the number of textbooks owned by undergraduate students and the number of visits they make to the library.
H02: 
There is no significant relationship between library’s unprovided information resources and decreased library visit by undergraduate students.

5. Literature Review

Many libraries feel pressured to show their relevance to their user groups as well as parent organisations. These institutions are confronted by increasing operation costs, budget cuts, and more noteworthy pressure to exhibit their success [12]. The Web is replete with unregulated and defective information resources. Because many sources on the Internet are unreliable, even those without expert knowledge in a particular subject can post anything at any time [9]. This has made libraries to stock not just printed resources but electronic digital collections that can be remotely accessed outside its physical walls. A study on the usage of electronic information resources by undergraduate students at a Nigerian university highlighted some of these electronic resources to include digital repositories, e-journals, e-books, scholarly databases and e-library collections which are also supplemented with print resources from the libraries [13,14].
Scholarly electronic libraries and licensed academic databases offer accurate, peer-reviewed information materials to library users that can be collected from a variety of reliable sources. Most academic institutions provide access to online libraries and scholarly databases that are pertinent and contain accurate information; these are less prone to offer information overload as e-libraries may result in increased information literacy skills [1]. Information overload and low relevance of search results are some of the challenges that accompany the access and use of information from commercial search engines. As put forth by Babu, Sarada and Ramaiah [15], e-libraries and licensed scholarly databases are constructed information resource environments, primarily intended to satisfy the information needs of the user community. The manner and extent of use of digital libraries will be greatly influenced by the way they have been constructed [16].
Online library services require many of the same characteristics as traditional reference services: promptness, proper thoughtfulness of the information need, accuracy and courtesy. Users have the opportuneness of retrieving and using information at their own convenience, thereby saving them time and travelling costs, and new choices for answering reference queries [17]. Library services provision via electronic means is not constrained by opening and closing hours as in the case of face-to-face traditional encounters. One of the merits of this medium is that several users can be simultaneously assisted through electronic library services [18].
Over-reliance on Web sources could do more damage than good as many Internet sources have been consistently shown to be inaccurate, biased and unreliable and because “checking the reliability and accuracy of information taken from random sites could take more time than going to the library” [19]; Mashiri [20] opined that using such random sites of information resources for academic work could have a detrimental impact on final grades, stating further that the most important thing is information literacy and using the Web to one’s best advantage. Ayub, Hamid and Nawawi [21] suggested that generic Internet sources alone should never suffice for research work or academic assignment, noting that the most viable alternative for users is always the university’s libraries resources and databases. Most library resources and services leverage on the Internet in providing instructional library services to users. The instructional materials could be in text, pictures or videos and made available on the library website, social media sites or a video-sharing site like YouTube [22], with licensed scholarly databases forming the majority of the electronic reference materials to which academic libraries subscribe.

6. Theoretical Framework

This study is anchored on the Expectation Confirmation Theory (ECT) by [23]. ECT originated from the marketing field and it is widely used in consumer behaviour literature to study consumer satisfaction, post-purchase behaviour and service marketing in general [23,24]. The expectation confirmation theory is made up of five constructs: expectation, performance, confirmation, satisfaction and repurchase intention. It suggests that expectations, alongside perceived performance, results in post-purchase satisfaction [23]. This outcome is intermediated via positive or negative confirmation of expectations by performance. If a product/service beats expectations (positive confirmation), post-purchase gratification will take form. On the contrary, if a product/service fails to meet expectations (negative confirmation), consumers’ dissatisfaction is probable [23,25].
In this study, undergraduate students’ expectation represented what their prospects are about the library and library information resources. A library user will form preconceived perceptions about library information resources before usage as shown in Figure 1. According to ECT, perceptions based on the performance of a product are directly prejudiced by pre-use expectations, and consequently directly impact confirmation or otherwise of opinions and post-use satisfaction of library information resources.
After interactions with library information resources, confirmation or otherwise of the preconceived perception is arrived at. These assessments or conclusions are arrived at in comparison to the user’s initial expectations. When a service or product beats the user’s preconceived expectations, the confirmation is positive, which is theorised to increase post-use satisfaction of library information resources. When the outcome is different from the user’s initial expectations, the confirmation is negative, which is suggested to decrease post-use or post-adoption satisfaction of library information resources.

7. Methodology

This study used a survey research design, accompanied by methodological triangulation with quantitative and qualitative data collection. Data was collected through questionnaire and focus group discussion sessions with undergraduate students as well as in-depth interviews with librarians at two selected universities: University of Fort Hare and Nelson Mandela University in the Eastern Cape Province, South Africa. Only undergraduate students who are enrolled for a 3- or 4-year programme at the university that leads to the award of a Bachelor’s degree/diploma were included in this study. First-year students were excluded from the study because they had not stayed long enough on campus when the data were being collected.
The study adopted the stratified sampling procedure. This multifaceted sampling approach begins with the division of the population into strata. Five strata were constituted as follows: Stratum 1: Faculty of Social Science & Humanities/Arts (SSH/Arts); Stratum 2: Faculty of Science & Agriculture; Stratum 3: Faculty of Law; Stratum 4: Faculty of Education; and Stratum 5: Faculty of Management & Commerce/Economic Science (M & C/Eco. Sci.). Five undergraduate degree programmes (see Table 1) were randomly selected from these strata, one from each stratum. The selection process also took into consideration issues of programmes that are common in these faculties to the selected universities and programmes that are offered for a minimum of 3 or 4 years.
With the assistance of the Institutional Planning Offices of both universities, the researcher was availed of the complete list of registered students for the 2015 academic session with a total of 11,416 undergraduate students. Calculations from the Raosoft® (Raosoft Incorporated, Seattle, WA, USA) sample calculator with an error margin of 5%, a significant level of 95%, a response distribution of 50% and an estimated population size of 11,416 yielded a minimum effective sample size of 372 participants, and the selected undergraduate degree programmes had a sample of 373 undergraduate students. This was arrived at using the stratified random sampling technique by rounding figures to the nearest whole number (Table 1). The minimum effective sample was calculated just to ensure a minimum number that could adequately represent the population of the study.
A total of 450 questionnaires were distributed as follows: 200 at the University of Fort Hare and 250 at the Nelson Mandela University. More questionnaires were administered at Nelson Mandela University because it has a larger population and a larger sample size than University of Fort Hare. Of the 450 questionnaires administered, 412 were returned, but only 390 were usable, providing an overall response rate of 86.7%. Eight (8) information service librarians at the University of Fort Hare library and Nelson Mandela University library (3 and 5, respectively) were also interviewed while a six-focus-group discussion of between five to eight undergraduate students was also carried out. A test-retest reliability method using Cronbach Alpha was adopted to determine internal consistency, reliability and overall reliability of each of the variables identified in the study. The coefficient alpha for the scale, as a whole, was 0.90.
To ensure that ethical guidelines for research with human subjects were followed, the research proposal was submitted for approval by the Faculty Research and Higher Degrees Committee, University of Fort Hare Research and Ethics Committee and The Research and Ethics Committee at the Nelson Mandela University. The study was judged to have met ethical standards for human subject research, and all ethical procedures of UFH and NMU were followed, culminating in the issuing of an ethical clearance certificates from both universities

8. Analysis and Discussion

Respondents were queried on textbooks owned for modules that they are registered for. It was revealed that 272 (75%) do not have textbooks for the modules that they are registered in, while only 93 (25%) of the respondents responded in the affirmative. On the frequency of library visits, the majority of the respondents, 170 (44.3%), only visit the library occasionally; 105 (27.3%) visit the library almost every day, 59 (15.7%) almost never or never visited the library, while only 50 (13%) use the library every day. The average student in the UK visits the library 57 times a year; a Tab study has revealed [26] and the figures show that, on average, students visit the library twice a week. The amount of time spent using the library showed that most of the undergraduate students (191, 49.9%) use the library for between 1 and 3 h, 86 (22.5%) spend less than 1 h, 86 (22.5%) spend between 4 and 6 h, while 20 (5.2%) spend between 7 and 10 h or more in the library. A report from a study by the Pew Research Centre found that 80% of college students in the United States reported using the library less than three hours each week [27].
The library provides several information services, and makes available to users different information resources. The information resources/services information that undergraduate students use when they visit the library was also queried. The result is displayed in Table 2.
Table 2 above reveals that the majority of the respondents rarely/never use e-journals 267 (69.5, x ¯ 1.70), library databases 216 (56.3%, x ¯ 1.56) and also, do not consult with information service librarians 280 (72.2%, x ¯ 1.72). Resources that are also rarely/never used include e-books 267 (69.7%, x ¯ 1.70), and information literacy/library trainings 324 (83.5%, x ¯ 1.84). From the mean scores as revealed in Table 2, the most used information resource/service when undergraduate students visit the library is Wi-Fi ( x ¯ 1.16) while the least utilized service is information literacy/library training ( x ¯ 1.84). Other frequently used library resources are library books ( x ¯ 1.43), and computer laboratories 244 ( x ¯ 1.37). Research findings which corroborate this result [28,29] noted that on information search strategies, especially as it relates to academic materials, the use of scholarly databases, university library Web resources, e-learning resources and university library publications is still low. This was also confirmed in a study of undergraduate students’ Internet access and use were it was reported that 10% of the study population uses discussion facilities [30].
Although 83.5% of the respondents reported using the Wi-Fi when they visit the library, its use, according to Table 2, is not to access e-journals, use library databases or e-books. Some of these respondents may be using open Web resources as reported in a study of undergraduate information resource choices Ursinus College [31]. Qualitative reports from the focus group session reveal that many students do not evaluate the information resources they obtain from the Internet. This may be as a result of lack of information literacy skills as only 16.5% attend information literacy/library training programmes. During the focus group session, a few respondents stated that they evaluate the information they get when they search the Internet with Google. “Yes, because we’ll be penalised by our lecturers. Everything you use, you have to validate. The author, journal and date of publication are some of the ways we were taught to evaluate information from the Internet” (Student Focus Group Discussion, February 2016). Another respondent said, “I usually compare it with something else if they agree, then I use it. Even if the work is written by someone from another profession, as long as it is relevant, I’ll use it” (Student Focus Group Discussion, February 2016). Others do not make effort to evaluate their sources as a student stated, “I don’t check the authority or credibility of the sources of the information from the Internet. As long as it is relevant. I only check for the author when there is need for referencing” (Student Focus Group Discussion, February 2016). Another student noted, “Once the information is useful, I just use it. I don’t even care about the authority because I don’t know how to check if the author has the right expertise or knowledge” (Student Focus Group Discussion, February 2016).
This report resonates with findings from Baro and Fyneman’s [32] study of information literacy among undergraduate students. The need to train students on the use of electronic information resources was also pointed out in a study on undergraduate students at the Redeemer’s University in Nigeria [22]. A study also observed that the students’ visit to the library was to use electronic resources such as computers as students often wait in line to use computers at peak times during the semester [33]. A service also revealed to be of low use by library users is library training/information literacy services. Lack of library training and information literacy skills (Table 2) could bring difficulty in finding relevant academic information materials. A participant during the focus group discussion (FGD), when asked of library training attendance, responded “NO” when asked whether they had attended any information literacy training. “I only came for library tour in first year”. Another opined that “consulting the librarian is slower, Google is instant” (Student Focus Group Discussion, February 2016). In a study of undergraduate students’ perception and selection of information sources, it was revealed that Web search engines were the most selected information source/channel and the least was librarians [31]
In view of the dynamic nature of information materials as well as the demand and availability of other formats other than print resources, respondents were requested to specify their preferred format of information materials. This is shown in Table 3 below.
From Table 3 above, it is evident that undergraduate students prefer information resources in print format 297 (77.1%), thus making print resources still very popular among Generation Zs despite the move towards e-resources. Less than half of the respondents preferred information materials in electronic formats (e-books and e-journals) 139 (36.1%). Previous researches have also reported students’ preference for print information resources [32,33,34]. Many libraries have as many electronic resources as print resources. This was confirmed during the interview session at the University of Fort Hare Libraries, where a librarian noted, “we have more electronic information resources than the printed information resources on the shelf”. Lower use of electronic resources over print resources was also reported at the Federal University of Agriculture, Abeokuta, Nigeria [35]. A 2016 Nielsen survey in the UK on the sale of published books reported a 4% decline in the sales of e-books, the second consecutive year digital books had shrunk while the sales of printed books rose 7% [36]. A survey on young adult readers’ book format preference reported that 62% of 16–24-year-olds prefer print information materials over their electronic equivalents [37]. Students’ dissatisfaction and frustration with e-textbook formats has also been reported [38]
However, several researches suggest no significant difference in academic attainment in studies comparing print textbooks vs. electronic versions [39,40,41], although mean score was somewhat higher for respondents using printed textbooks [41]. The result from the focus group session also reveals that most of the respondents still prefer printed information resources to electronic ones. A respondent from the focus group noted that preferred information format is print: “you can highlight, and it is more handy” (Student Focus Group Discussion, February 2016). In a large e-book survey conducted by the JISC National E-Book Observatory, academic staff and students felt that online access and searchability were the biggest advantages of e-books [42].
The library exists to meet the information and educational needs of its service communities; hence, respondents were asked if they have ever requested any information material that the library could not provide. Most of the respondents who make use of the library/library information resources stated that every information material they request from the library has been provided 241 (62%), while many of the undergraduate students 148 (38%) said that they have requested information materials that the library could not provide. Studies have shown the use of library information resources despite these shortcomings [43,44].

9. Hypotheses Testing

The following null hypotheses were tested to determine if the observations that were reported have occurred based on statistics.
Null Hypothesis 1:
There is no significant relationship between the number of textbooks owned by undergraduate students and the number of visits they make to the library.
To test this hypothesis, a regression analysis was carried out, as shown in Table 4 and Table 5.
From the table above, the analysis of variance (ANOVA) test shows that F = 4.710, df = 363 and p = 0.031. Since p-value < 0.05, this shows that the number of times undergraduate students visit the library has a significant relationship with the number of textbooks that they own.
The result from Table 5 above shows that the regression coefficient for frequency of library visits is −0.052, which indicates that for every increase in undergraduate students’ visits to the library, there is a decrease of 0.052 in the number of textbooks owned for the courses or modules registered. From the above result, it can be inferred that undergraduate students with fewer textbooks visit the library more (B = −0.113, t = −2.170, p < 0.05). Although 70.4% of the respondents reported visiting the library to study with personal book, a significant population (57.4%) of the respondents always visit the library to study using library books. Studies have also indicated increased use of library materials for study purposes in academic libraries among students [45,46]. This quantitative result also corroborates the results from the focus group where some of the respondents said they visited the library to read or borrow recommended textbooks for their school work, “I do borrow books from the library that my lecturers have recommended for a particular module”, and a participant noted that “sometimes when I visit the library, I borrow books that I cannot afford but are relevant to my academic work” (Student Focus Group Discussion, February 2016).
Null Hypothesis 2:
There is no significant relationship between library’s unprovided information resources and decreased library visit by undergraduate students.
It is assumed that the failure of libraries to provide users with the information resources they utilise mostly may lead to a decrease in the number of visits to the library. This decrease in library visits may be due to perceived performance or dissatisfaction with expectations as suggested by ECT. This hypothesis was tested and the result is revealed in Table 6 and Table 7 below.
From Table 6 above, the analysis of variance (ANOVA) test shows that F = 6.468, df = 382 and p = 0.011. Since p-value < 0.05, this shows that the library’s failure in providing an information material for students has a significant effect or relationship with the frequency of library visits.
As shown in Table 7, for every increase in the number of times the library is unable to provide an information material, there is a decrease of 0.026 in undergraduate students’ frequency of visits to the library. It can, therefore, be concluded that users visit the library less when the library is unable to make needed information materials available. The result reveals that there is a significant relationship between unprovided information materials by the library (B = −0.260, t = −2.543, p < 0.05) and the frequency of library visits. Simmonds and Andaleeb [47] opined that when library service quality is poor, the utilisation of library resources and services by clienteles will also be negatively affected.

10. Conclusions

This study addressed the issue of library information resources use among Generation Z students, the information materials owned by the students and the provision of needed information resources by the library. This study explicated the state of undergraduate students’ position on the use of library information resources as well as the view of information librarians on students when utilising and seeking academic information.
Despite 75% of the respondents not having textbooks for the modules they are registered for, only 13% of the population sample visit the library daily with the majority of the students (170 or 44.3%) being occasional users, while as little as 5.2% of the respondents use the library for between 7 and 10 h or more. This average of two hours that is spent in the utilization of library information resources can be concluded to be spent mainly on accessing Wi-Fi, as it is the most used library resource among respondents. While information literacy is the least utilised library service by undergraduate students, this is not surprising as many of the respondents indicated during the focus group discussion sessions that they do not evaluate most information resources they obtained from the Internet, with many of the students not having the skills needed to evaluate these resources.
Moreover, consulting with the information services librarian (faculty librarians) for help with assignments and guidance with relevant discipline-based information resources is not a service that most undergraduate students utilise. Librarians believe that since it is the information age, electronic resources should be provided more as a librarian noted during the interview session that “we have more electronic information resources than available print materials on the shelf”, and there were several suggestions from librarians that “more electronic information resources should be provided”. This suggestion is in contrast with most undergraduate library users who still prefer the use of print information resources. The use of electronic databases and e-journals is also very poor among undergraduate students. E-books are rarely/never used (267 or 69.7% of the respondents) despite Wi-Fi being the most utilized library resource among Generation Z students. Furthermore, although the Internet and digital information media has become a major component of Generation Z students, print information resources are still better preferred to electronic versions. This explains why the use of e-books is still unpopular with many users when they visit the library. Most e-book databases require specialized readers to be installed into the computers, and printing is limited to a certain number of pages. This could be one of the reasons why printed information resources are still very common among undergraduate students.
The majority of respondents (62%) noted that the libraries have provided them with requested information resources. Despite the libraries providing most of the respondents with needed information resources, the libraries have also not been able to provide needed information resources to as many as 38% of the students. Previous researchers have identified monetary shortfall as one of the major challenges bedeviling libraries in the acquisition of information resources [12,48]. Inferential statistical finding reveals that students with fewer books make more visits to the library. As reflected in Table 2, most of the respondents visit the library to study using library books/print journals (218 or 57.4%) while as many as 272 or 70.5% of the respondents make use of past examination questions, dictionaries and encyclopaedias at the library. This indicates that library users still rely on the library for information resources that are not within their reach.
Further results from the inferential statistics also revealed that there is a decrease in the number of times undergraduate students visit the library when the library is unable to provide requested information materials. Although the libraries cater to the information needs of most users, 38% of respondents who have had dissatisfaction with the library for not providing them with needed information resources is a staggering figure.

11. Recommendations

From the above conclusions, the recommendations are put forth as reflected by the respondents. Most of the suggestions made by respondents in the qualitative section of the questionnaire were mainly on the provision of more/newer books (118 or 30%), and an increase in the amount of time for books on short-term loans (21 or 5.4%). An extension of library opening hours (24 h during examination periods) and library training/guides on how to use the library (22 or 5.6%) were also highlighted.
Librarians should be familiar with the information needs and preferred format of information resources of their users and not just acquire information resources as a result of popular trend so as to adequately cater for the needs of the library users.

Acknowledgments

The authors are grateful to the Govan Mbeki Research and Development Centre of the University of Fort Hare for partly funding the study.

Author Contributions

Oghenere Gabriel Salubi collected and analysed the data for this study. He also contributed to the final writing of the manuscript. Ezra Ondari-Okemwa supervised the writing of the proposal for the study and also drafted the instruments that were used to collect the data. Fhulu Nekhwevha worked on the theoretical and conceptual aspect of the study of the study. He supervised the final writing of the manuscript.

Conflicts of Interest

The authors are not aware of any conflict of interest.

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Figure 1. The conceptual framework of expectation confirmation theory for library information resource use (Source: Conceptual framework based on literature reviewed).
Figure 1. The conceptual framework of expectation confirmation theory for library information resource use (Source: Conceptual framework based on literature reviewed).
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Table 1. Selected universities, faculties, population and sample size.
Table 1. Selected universities, faculties, population and sample size.
UniversitiesFacultiesDegree ProgrammePopulationSample Size
University of Fort HareLawLLB80226
EducationBEd.176658
ScienceBSc.52417
SSH/ArtsBA41714
M & C/Eco. Sci.BCom141246
Nelson Mandela UniversityLawLLB95031
EducationBEd.109336
ScienceBSc.81326
SSH/ArtsBA119239
M & C/Eco. Sci.BCom244780
Total 11,416373
Table 2. Information resources/services used by undergraduate students.
Table 2. Information resources/services used by undergraduate students.
Library Resources/ServicesAlways/Often (%)Rarely/Never (%)Mean
Use the Wi-Fi324 (83.5)64 (16.5)1.16
Study with personal books271 (70.4)114 (29.6)1.30
Use past examination questions, dictionaries, encyclopaedias272 (70.5)114 (29.5)1.30
Photocopying/printing264 (68.2)123 (31.8)1.32
Use computer lab244 (63)143 (37)1.37
Study with library books/print journals218 (57.4)162 (42.6)1.43
Use library databases168 (43.8)216 (56.3)1.56
Use discussion room121 (31.3)266 (68.7)1.69
Use E-journals117 (30.5)267 (69.5)1.70
Use E-books116 (30.3)267 (69.7)1.70
Consult the information service librarian108 (27.8)280 (72.2)1.72
Use theses and dissertations79 (20.5)306 (79.5)1.79
Information literacy/library training64 (16.5)324 (83.5)1.84
Table 3. Preferred information resource format.
Table 3. Preferred information resource format.
FormatsResponses% of Cases
N%
Print29761.277.1%
Electronic (Books and Journals)13928.736.1%
Audio4910.112.7%
Total485100.0%126.0%
Table 4. Analysis of variance for textbook ownership and library visit.
Table 4. Analysis of variance for textbook ownership and library visit.
ANOVA a
ModelSum of SquaresdfMean SquareFSig.
Regression0.88910.8894.7100.031 b
Residual68.3503620.189
Total69.239363
a Dependent Variable; b Predictors. Source: Printout of a table derived from the data and findings of the study.
Table 5. Regression coefficient.
Table 5. Regression coefficient.
Coefficients a
ModelUnstandardized CoefficientsStandardized CoefficientstSig.
BStd. ErrorBeta
(Constant)1.8820.067 27.9910.000
Library Visit−0.0520.024−0.113−2.1700.031
a Dependent Variable. Source: Printout of a table derived from the data and findings of the study.
Table 6. ANOVA for unprovided information resources and library visit.
Table 6. ANOVA for unprovided information resources and library visit.
ANOVA b
ModelSum of SquaresdfMean SquareFSig.
Regression6.07916.0796.4680.011 a
Residual358.1143810.940
Total364.193382
a Dependent Variable; b Predictors. Source: Printout of a table derived from the data and findings of the study.
Table 7. Regression Coefficient.
Table 7. Regression Coefficient.
Coefficients a
ModelUnstandardized CoefficientsStandardized CoefficientstSig.
BStd. ErrorBeta
(Constant)3.7630.173 21.7710.000
Unprovided library information resources−0.2600.102−0.129−2.5430.011
a Dependent Variable. Source: Printout of a table derived from the data and findings of the study.

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