The Indicators of Library Service Quality and Satisfaction among Students of Nigerian Higher Education Institutions. A Principal Component Analysis Approach.

  • Muhammad Adamu Ahmad School of Business Education, Federal College of Education (Tech), Gombe. Gombe State, Nigeria
  • Dr. Nor Zafir Md Saleh Universiti Technologi Malaysia
  • Dr. Nurhanan Syafiah AbdulRazaq Azman Hashim International Business school, Universiti Teknologi Malaysia.
Keywords: Student’s Satisfaction, Library Resources, Library Services, Higher Education Institutions, Principal component analysis, Systematic review

Abstract

The Provision and utilization of relevant library resources and services are fundamental for student satisfaction and institutional achievement. Employing the methodology of systematic review, we placed 41 English empirical articles on this subject into perspective. 21 library resources and service factors were relevant to determining student satisfaction in Nigerian Higher Education Institutions (HEIs). Principal Component Analysis (PCA) is a multivariate technique widely used for data reduction. This study further used the PCA to identify the relevant library resources and services variables with the highest variance. Arrangement of resources in their proper places on the shelves; library provides user education/orientation exercises (periodically); application of expert systems in reference service in: cataloging, classification, indexing, and acquisition; standby generators; and easily accessible resources (physical and electronic), which constituted the library's mode of operation (process), were found to contribute 81.1% of the total variance. This indicates that these five factors were the top predictors of student satisfaction with academic libraries in Nigerian public tertiary institutions. The study can go a long way by providing tertiary institution librarians and libraries with a guide on formulating robust educational library policies. The policies, when developed, are expected to yield good results since the input of the policies originated from those the policies affect the most. Further studies can replicate this research in other developing countries to affirm or disprove the study results.

Downloads

Download data is not yet available.

Author Biography

Dr. Nor Zafir Md Saleh, Universiti Technologi Malaysia

Ph.D. of Marketing, Azman Hashim International Business School

References

. Adam, R. (2017). Assessment of library service quality and user satisfaction among undergraduate students of Yusuf Maitama Sule University (YMSU) library. Library Philosophy and Practice (e-journal), 1675.

. Agboola, I. O., Bamigboye, O. B., & Owolabi, R. O. (2019). Postgraduate Students' Satisfaction with Library Services at the Federal University of Agriculture, Abeokuta, Nigeria. Library Philosophy and Practice, 0_1-18.

. Akolade, Y. L., Tella, A., Akanbi-Ademolake, H. B., & Adisa, M. Y. (2015). Physically Challenged Undergraduates’ satisfaction with Library and Information Services in Kwara State Higher Institutions. Journal of Balkan Libraries Union, 3(1), 1-14.

. Anene, I. A., Achebe, N. E., & Uzoechina, C. E. (2020). Application of Information Communication Technologies (ICT) for effective user education programme in federal university libraries in south east, Nigeria. International Journal of Library and Information Science, 12(1), 16-30.

. Ankrah, E., Agbodza, R., & Atuase, D. (2019). Library Management Systems in Public Academic Libraries in Ghana: Situations and Challenges. Journal of Information Science, Systems and Technology, 2, 22-41.

. Anmol, R., Khan, G., & Muahmmad, I. (2021). Evaluating Users' Satisfaction on Academic Library Services and Facilities in Khyber Pakhtunkhwa-Pakistan. Library Philosophy and Practice, 1-26.

. Asemi, A., Ko, A., & Nowkarizi, M. (2020). Intelligent libraries: a review on expert systems, artificial intelligence, and robot. Library Hi Tech.

. Beck, S.G. (1996), “Wayfinding in Libraries”, Library Hi Tech, Vol. 14 No. 1, pp. 27-36.

. Bhatti, R. (2007). User education programme in the John Rylands University Library of Manchester: a case study. Pakistan Journal of Library & Information Science, 2007(8), 49-62.

. Bartlett, M.S. (1954). A Note on the Multiplying Factors for Various Chi Square Approximations. Journal of the Royal Statistical Society, 16, 296-298.

. C. Zhang, H. Chu, Preprocessing Method of Structured Big Data in Human Resource Archives Database, in: 2020 IEEE International Conference on Industrial Application of Artificial Intelligence (IAAI), Harbin, China, 2020, pp. 379–384.

. Decker, E. N. (2021). Reaching academic library users during the COVID-19 pandemic: New and adapted approaches in access services. Journal of Access Services, 18(2), 77-90.

. de Sá, V. R., Koike, K., Goto, T. N., Nozaki, T., Takaya, Y., & Yamasaki, T. (2021). A combination of geostatistical methods and principal components analysis for detection of mineralized zones in seafloor hydrothermal systems. Natural Resources Research, 30(4), 2875-2887.

. Dogbegah R, Owusu-Manu D, Omoteso K. 2011. A principal component analysis of project management competencies for the Ghanaian CI. Australas J Constr Econ Build. 11(1):26–40.

. Ebijuwa, A. S. (2018). Gender differentiation and perceived ease of usage of electronic resources by university students in selected private universities in Nigeria. SRELS Journal of Information Management, 117-127.

. Egbeyemi, T. A., & Orjime, A. N. (2020). Information Communication Technology (ICT) in the Library for National Development.

. Ekere, J. N., & Akor, P. U. (2019). The use of ICT for security and theft prevention in two university libraries in Nigeria. Library Philosophy and Practice, 1-40.

. Ekwelem, V. O. (2013). Library services to disabled students in the digital era: challenges for outcome assessment. Library Philosophy and Practice, 4.

. Emeahara, E. N., & Ajakaye, J. E. (2022). Use of Information Resources and Services among Undergraduates in the Ibadan Library School, University Of Ibadan. Library Philosophy and Practice, 1-20.

. Gable, R. K., & Wolf, M. B. (1993). Instrument development in the affective domain: Measuring attitudes and values in corporate and school setting. Massachusetts: Kluwer Academic Publisher.

. Ganaie, S. A. (2019). A glimpse of information technology enabled library services.

. Gul, S., & Bano, S. (2019). Smart libraries: an emerging and innovative technological habitat of 21st century. The Electronic Library.

. Guo, Y., Yang, Z., Yang, Z., Liu, Y. Q., Bielefield, A., & Tharp, G. (2020). The provision of patron services in Chinese academic libraries responding to the COVID-19 pandemic. Library Hi Tech.

. Granato, D., Santos, J. S., Escher, G. B., Ferreira, B. L., & Maggio, R. M. (2018). Use of principal component analysis (PCA) and hierarchical cluster analysis (HCA) for multivariate association between bioactive compounds and functional properties in foods: A critical perspective. Trends in Food Science & Technology, 72, 83-90.

. Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis with readings (5th ed). Englewood Cliffs, NJ: Prentice-Hall International.

. Hair, J.F., Black, W.C., Babin, B.J. and Anderson, R.E. (2010) Multivariate Data Analysis, 7th ed., Prentice Hall, Upper Saddle River, NJ.

. Hassanain, M. A., & Mudhei, A. A. (2006). Post‐occupancy evaluation of academic and research library facilities. Structural Survey, 24(3), 230-239.

. Hassan, A. S. (2016). Accessibility and Utilization of Information Resources in Federal University Libraries in Northwestern States of Nigeria. Impact Journal of Information, 1-17.

. H. Cai, L. Xu, B. Xu, P. Zhang, J. Guo, Y. Zhang, A service governance mechanism based on process miningfor cloud-based applications, Enterprise Inf. Syst. 12 (10) (2018) 1239–1256.

. Hedstrom, M. (1997). Digital preservation: a time bomb for digital libraries. Computers and the Humanities, 31(3), 189-202.

. Idiegbeyan-Ose, J., & Esse, U. C. (2013). Student satisfaction with academic library resources and services: The Covenant University Library experience. Information Impact: Journal of Information and Knowledge Management, 4(1), 64-75.

. Ifijeh, G., & Yusuf, F. (2020). Covid–19 pandemic and the future of Nigeria's university system: The quest for libraries' relevance. The Journal of Academic Librarianship, 46(6), 102226.

. Igwebuike, E. U., & Agbo, A. D. (2015). Creating a friendly environment for easy access and use of the library for the disabled: roles of information professionals. Journal of Emerging Trends in Computing and Information Sciences, 6(1), 1-6.

. Ivongbe, M. I., Abdulsalami, L. T., & Omorogbe, H. O. (2021). Application of Database Management System in the Library of Federal University, Lafia.

. Kamani, M. M., Haddadpour, F., Forsati, R., & Mahdavi, M. (2022). Efficient fair principal component analysis. Machine Learning, 1-32.

. Kamarudin, N., Halamy, S., & Mohsin, M. (2020). Academic Library and Its Users: Social Media as Intermediary. International Journal of Technology Management and Information System, 2(4), 1-9.

. Kao, M. L. (2020). Cataloging and classification for library technicians. Routledge.

. K. Tung, AI, the internet of legal things, and lawyers, J. Manag. Anal. 6 (4) (2019) 390–403.

. Kurita, T. (2019). Principal component analysis (PCA). Computer Vision: A Reference Guide, 1-4.

. Linnenluecke, M. K., Marrone, M., & Singh, A. K. (2020). Conducting systematic literature reviews and bibliometric analyses. Australian Journal of Management, 45(2), 175-194.

. Li, S., Jiao, F., Zhang, Y., & Xu, X. (2019). Problems and changes in digital libraries in the age of big data from the perspective of user services. The Journal of Academic Librarianship, 45(1), 22-30.

. Liu, Q., Lo, P., & Itsumura, H. (2016). Measuring the importance of library user education: a comparative study between Fudan University and the National Taiwan Normal University. The Journal of Academic Librarianship, 42(6), 644-654.

. Loh, C. E., Ellis, M., Paculdar, A. A., & Wan, Z. H. (2017). Building a successful reading culture through the school library: A case study of a Singapore secondary school. IFLA journal, 43(4), 335-347.

. Maduako, P. U. (2013). User education and library use in Colleges of Education in Abia and Imo States. Library Philosophy and Practice (e-journal), 955, 1-15.

. Majinge, R. M., & Mutula, S. M. (2018). Access to electronic and print information resources by people with visual impairments in university libraries: A review of related literature. Library Management, 39(6-7), 462-473.

. Mandalia, S. H., & Parekh, S. K. (2017). Awareness and utilization of digital library by library users of ARIBAS colleges: a study. The International Journal of Indian Psychology, 4(3), 77-87.

. Mandal, S., Chakrabarti, A., & Maji, S. (2017). Integration of PDF Flip Book Reader in Koha OPAC for Easy Access and Dissemination of Fulltext Library Resources among the Users. International Research: Journal of Library and Information Science, 7(4).

. Mardia, K. V., Wiechers, H., Eltzner, B., & Huckemann, S. F. (2022). Principal component analysis and clustering on manifolds. Journal of Multivariate Analysis, 188, 104862.

. Marimon, F., Mas-Machuca, M., Berbegal-Mirabent, J., & Llach, J. (2019). UnivQual: a holistic scale to assess student perceptions of service quality at universities. Total Quality Management & Business Excellence, 30(1-2), 184-200.

. Martinez-Mas, J., Bueno-Crespo, A., Martinez-Espana, R., Remezal-Solano, M., Ortiz-Gonzalez, A., Ortiz-Reina, S., & Martinez-Cendan, J. P. (2020). Classifying Papanicolaou cervical smears through a cell merger approach by deep learning technique. Expert Systems with Applications, 160, 113707.

. Martzoukou, K. (2020). Academic libraries in COVID-19: a renewed mission for digital literacy. Library management.

. Mathar, T., Hijrana, H., Haruddin, H., Akbar, A. K., Irawati, I., & Satriani, S. (2021, December). The Role of UIN Alauddin Makassar Library in Supporting MBKM Program. In Proceedings of the International Conference on Social and Islamic Studies (SIS).

. Moruwawon, O. I. (2020). An Overview of Application of E-Resources as Strategies for Enhancing Effective Library Services in Academic Libraries.

. Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., & Stewart, L. A. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Systematic reviews, 4(1), 1-9.

. Mohindra, R., & Kumar, A. (2015). User Satisfaction Regarding Quality of Library Services of AC Joshi Library, Panjab University, Chandigarh. DESIDOC Journal of Library & Information Technology, 35(1).

. Mondal, H., Mondal, S., Ghosal, T., & Mondal, S. (2018). Using Google forms for medical survey: A technical note. Int J Clin Exp Physiol, 5(4), 216-218.

. Moses, C. L., Olaleke, O., Oluwafunmilayo, A. M., Gbenga, A. M., Olokundu, M., & Deborah, A. (2016). Perceived service quality and user satisfaction in library environment. Asian Journal of Information Technology, 15(1), 18-25.

. Mugo, G. W., & Mathu, M. (2021). Assessment of Customer Service Provision for Enhanced User Satisfaction in Academic Libraries: A Case Study of St Paul’s University Library, Kiambu County, Kenya. International Journal of Current Aspects, 5(1), 20-34.

. Nofsinger, M. M. (2021). Library use skills for college-bound high school students: a survey. In integrating library use skills into the general education curriculum (pp. 35-56). Routledge.

. Ogunmodede,T.A. and Emeahara, E.N. (2010) The effect of library use education as a course on library patronage: a case study of lautech library, Ogbomoso, Nigeria: Library Philosophy and Practice

. Pallant, J. (2011). Multivariate analysis of variance. SPSS survival manual. Crows Nest: Allen & Unwin, 20(11), 283-96.

. Pauline, A. (2011). User satisfaction with academic libraries services: Academic staff and students perspectives. International journal of library and information science, 3(10), 209-216.

. Popoola, S. O. (2008). Faculty awareness and use of library information products and services in Nigerian Universities. Malaysian Journal of Library & Information Science, 13(1), 91-102.

. Rani, P. (2018). A study on library resources with services satisfaction based on students and faculties: in an institution. International Journal of Applied Engineering Research, 13(22), 15443-15450.

. Reppen, R., & Simpson-Vlach, R. (2019). Corpus linguistics. In An introduction to applied linguistics (pp. 91-108). Routledge.

. Reris, R., & Brooks, J. P. (2015). Principal component analysis and optimization: A tutorial.

. R. Miotto, F. Wang, S. Wang, X. Jiang, J.T. Dudley, Deep learning for healthcare: review, opportunities and challenges, Brief. Bioinformatics 19 (6) (2018) 1236–1246.

. Salama, R., Uzunboylu, H., & El Muti, M. A. (2020). Implementing online questionnaires and surveys by using mobile applications. New Trends and Issues Proceedings on Humanities and Social Sciences, 7(2), 48-70.

. Saragossi, J., Stevens, G. A., Scheinfeld, L., & Koos, J. A. (2020). Leveraging survey results in support of a library renovation: A case study. Medical Reference Services Quarterly, 39(3), 238-253.

. Seedorff, N., & Brown, G. (2021). totalvis: A principal components approach to visualizing total effects in black box models. SN Computer Science, 2(3), 1-12.

. Sharma, A. K. (2019). Knowledge management and new generation of libraries information services: a concepts. African Journal of Library and Information Science, ISSN, 001-007.

. Sivathaasan, N. (2013). Impact of library collections on user satisfaction: A case study. Marketing, 34, 16-8.

. Skudai, J. B. (2012). Qualitative inquiry on service quality of academic library in a Nigerian technological university. Australian Journal of Basic and Applied Sciences, 6(9), 58-65.

. Srirahayu, D. P., Hartini, S., Handriana, T., Layyinah, K., & Firdaus, A. (2020). The effect of service quality and satisfaction on loyalty of college library users in Indonesia. Library Philosophy and Practice, 4311, 1-22.

. Sriram, B., & Rajev, M. K. G. (2014). Impact of academic library services on user satisfaction: Case study of Sur University College, Sultanate of Oman. DESIDOC Journal of Library & Information Technology, 34(2).

. S. Pouyanfar, S. Sadiq, Y. Yan, H. Tian, Y. Tao, M.P. Reyes, M.L. Shyu, S.C. Chen, S.S. Iyengar, A survey on deep learning: algorithms, techniques, and applications, ACM Comput. Surv. (CSUR) 51 (5) (2018) 1–36.

. Suleiman, S. A. (2012). User education programs in academic libraries: the experience of the International Islamic University Malaysia students. Library Philosophy and Practice, 139.

. Tabachnick, B., & Fidell, L. (2014). Using multivariate statistics (Pearson custom library). Harlow: Pearson.

. Tan, T. S., Chen, T. L., & Yang, P. H. (2017). User satisfaction and loyalty in a public library setting. Social Behavior and Personality: an international journal, 45(5), 741-756.

. Tchangalova, N., Harrington, E. G., Ritchie, S., & Over, S. (2019). Working Across Disciplines and Library Units to Develop a Suite of Systematic Review Services for Researchers. Collaborative Librarianship, 11(4).

. Tella, A., & Ajani, Y. A. (2022). Robots and public libraries. Library Hi Tech News, (ahead-of-print).

. Tijjani, D. (2019). Service quality analysis of private universities libraries in Malaysia in the era of transformative marketing. International Journal for Quality Research, 13(2), 269-284.

. Thompson, B. (2004). Exploratory and confirmatory factor analysis. Washington, DC: American Psychological Association.

. Todhunter, S. F. (2015). The Intersection of Library Learning and Second-Language Learning: Theory and Practice.

. Tonhäuser, C., & Büker, L. (2016). Determinants of transfer of training: A comprehensive literature review. International journal for research in vocational education and training, 3(2), 127-165.

. Twum, K. K., Adams, M., Budu, S., & Budu, R. A. A. (2022). Achieving university libraries user loyalty through user satisfaction: the role of service quality. Journal of Marketing for Higher Education, 32(1), 54-72

. Udo, C., & Philip, K. (2020). User satisfaction with Public Library services in Abak Community, Akwa Ibom State, Nigeria. Library Philosophy and Practice (e-journal).

. Vijayakumar, S., & Sheshadri, K. N. (2019). Applications of artificial intelligence in academic libraries. International Journal of Computer Sciences and Engineering, 7, 2347-2693.

. Watkins, M. W. (2006). Determining parallel analysis criteria. Journal of modern applied statistical methods, 5(2), 344-346.

. Williams, B., Brown, T., & Onsman, A. (2012). Exploratory factor analysis: A five-step guide for novices. Journal of Emergency Primary Health Care, 8(3), 1–13.

. Wong, M. A., & Saunders, L. (Eds.). (2020). Reference and information services: An introduction. ABC-CLIO.

. Xiao, Y., & Watson, M. (2019). Guidance on conducting a systematic literature review. Journal of planning education and research, 39(1), 93-112.

. Xu, F., & Du, J. T. (2018). Factors influencing users’ satisfaction and loyalty to digital libraries in Chinese universities. Computers in Human Behavior, 83, 64-72.

. Yu, P. Y., Lam, E. T. H., & Chiu, D. K. (2022). Operation management of academic libraries in Hong Kong under COVID-19. Library Hi Tech.

. Zeynivandnezhad, F., Rashed, F., & Kanooni, A. (2019). Exploratory Factor Analysis for TPACK among Mathematics Teachers: Why, What and How. Anatolian journal of education, 4(1), 59-76.

. Zhang, C., & Lu, Y. (2021). Study on artificial intelligence: The state of the art and future prospects. Journal of Industrial Information Integration, 23, 100224.

. Zhang, Y., Lo, P., So, S., & Chiu, D. K. (2020). Relating library user education to business students’ information needs and learning practices: a comparative study. Reference Services Review.

Published
2022-12-08
How to Cite
Ahmad, M. A., Saleh, Z. B. M., & AbdulRazaq, D. N. S. (2022). The Indicators of Library Service Quality and Satisfaction among Students of Nigerian Higher Education Institutions. A Principal Component Analysis Approach. IJRDO - Journal of Business Management, 8(12), 1-11. https://doi.org/10.53555/bm.v8i12.5459