Evaluating barriers to digital libraries development: Insights from Interpretive Structural Modeling (ISM) and Cross-Impact Matrix Multiplication (MICMAC)

Main Article Content

Roshan Raju
R.K. Kishore Patnala

Abstract

Digital libraries are pivotal in advancing knowledge accessibility, yet their development faces significant obstacles, particularly in developing regions like India. This study evaluates the barriers to digital library development using Interpretive Structural Modeling (ISM) and Cross-Impact Matrix Multiplication (MICMAC) analysis. Data were gathered from eight domain experts in India, who identified 10 critical barriers, including the lack of institutional policy, which emerged as the most critical barrier to adopting digital libraries. As an independent factor, it sits at the bottom of the digraph model created by ISM, serving as the foundational barrier. Another major barrier is the lack of financial resources, which significantly hinders development due to the substantial costs involved in digital library initiatives for academic institutions. Additionally, barriers such as lack of management support, physical infrastructure, and technological infrastructure further exacerbate the challenges. ISM was employed to construct a hierarchical model revealing the interrelationships and driving power of these barriers, while MICMAC analysis categorised them based on their influence and dependencies. The findings emphasise the importance of addressing foundational barriers to ensure resilient and effective digital library systems in India.

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Raju, R., & R.K. Kishore Patnala. (2024). Evaluating barriers to digital libraries development: Insights from Interpretive Structural Modeling (ISM) and Cross-Impact Matrix Multiplication (MICMAC). Malaysian Journal of Library and Information Science, 29(3), 67–89. https://doi.org/10.22452/mjlis.vol29no3.4
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References

Abu Sirhan, A., Abdrabbo, K. M., & Ahmed Ali Al Tawalbeh, S. (2019). Digital rights management (DRM) in libraries of public universities in Jordan. Library Management, 40(8/9), 496–502. https://doi.org/10.1108/LM-05-2018-0044

Ahmed, W., Ahmed W., & Najmi, A. (2018). Developing and analyzing framework for understanding the effects of GSCM on green and economic performance. Management of Environmental Quality: An International Journal, 740–758. doi:10.1108/MEQ-11-2017-0140.

Ahuja, V., Yang, J., & Shankar, R. (2009). Benefits of collaborative ICT adoption for building project management. Construction Innovation, 9(3), 323–340. https://doi.org/10.1108/14714170910973529.

Alhaji, I. U. (2007). Digitization of past question papers, dissertations, and theses: A case study of 30 Nigerian university libraries. International Information & Library Review, 39(3–4), 228–246. https://doi.org/10.1016/j.iilr.2007.07.002.

Ameen, K. and Rafiq, M. (2009). Development of digital libraries in Pakistan, in Theng, Y.L., Foo, S., Goh, D. and Na, J.-C. (Eds). Handbook of Research on Digital Libraries: Design, Development, and Impact, Information Science Reference, Hershey, PA, pp. 482-491. IGI Global.

American Library Association (2013). Digital literacy, libraries and public policy. American Library Association.

Baker, D., & Ellis, L. (2020). Future directions in digital information. Chandos Digital Information Review. Chandos Publishing, Cambridge, UK.

Barrueco, J. M., & Termens, M. (2022). Digital preservation in institutional repositories: A systematic literature review. Digital Library Perspectives, 38(2), 161–174. https://doi.org/10.1108/DLP-02-2021-0011.

Baro, E. E., Efe, B., & Oyeniran, K. G. (2014). Reference enquiries received through different channels: The challenges reference librarians face in university libraries in Nigeria. Reference Services Review, 42(3), 514–529. https://doi.org/10.1108/RSR-09-2013-0049.

Barve, A., Kanda, A., & Shankar, R. (2007). Analysis of interaction among the barriers of third-party logistics. International Journal of Agile Systems and Management, 2(1), 109–129. https://doi.org/10.1504/IJASM.2007.015684.

Bhattacharya, P. (2004). Advances in digital library initiatives: A developing country perspective. International Information & Library Review, 36(3), 165–175. https://doi.org/10.1016/j.iilr.2003.10.008.

Bishop, A. P., Neumann, L. J., Star, S. L., Merkel, C., Ignacio, E., & Sandusky, R. J. (2000). Digital libraries: Situating use in changing information infrastructure. Journal of the American Society for Information Science, 51(4), 394–413. https://doi.org/10.1002/(SICI)1097-4571(2000)51:4<394::AID-ASI8>3.0.CO;2-Q.

Borgman, C. L. (2000). Digital libraries and the continuum of scholarly communication. Journal of Documentation, 56(4), 412–430. https://doi.org/10.1108/ EUM0000000007121.

Bolaños, R., Fontela, E., Nenclares, A., & Pastor, P. (2005). Using interpretive structural modelling in strategic decision‐making groups. Management Decision, 43(6), 877-895. https://doi.org/10.1108/00251740510603619.

Bossaller, J., & Atiso, K. (2015). Sharing science: the state of institutional repositories in Ghana. IFLA Journal, 41(1), 25-39. doi: 10.1177/0340035214561582.

Candela, L., Castelli, D., & Pagano, P. (2007). A reference architecture for digital library systems: Principles and applications. International DELOS Conference (pp. 22-35). Berlin, Heidelberg: Springer Berlin Heidelberg. Doi: https://link.springer.com/chapter/ 10.1007/978-3-540-77088-6_3.

Chand, P., Thakkar, J. J., & Ghosh, K. K. (2020). Analysis of supply chain sustainability with supply chain complexity, inter-relationship study using delphi and interpretive structural modeling for Indian mining and earthmoving machinery industry. Resources Policy, 68, 101726. doi: doi.org/10.1016/j.resourpol.2020.101726.

Chepesuik, R. (1997). The future is here: America's libraries go digital. American Libraries, 2(1), 47-49. doi: https://eric.ed.gov/?id=EJ537902.

Collis, D. J., & Montgomery, C. A. (2009). Competing on resources: Strategy in the 1990s. Harvard Business Review, July-August 1995. https://hbr.org/1995/07/competing-on-resources-strategy-in-the-1990s.

Conner, K. (1991). Historical comparison of resource-based theory and five schools of thought within industrial organization economics: Do we have a new theory of the firm? Journal of Management, 17(1): 121-154. doi: https://doi.org/10.1177/ 01492063910170010

Dadzie, P.S. & Van der Walt, T. (2015). Planning for digitization of university libraries in Ghana: Challenges and prospects. Library Philosophy and Practice, 1206. https://digitalcommons.unl.edu/libphilprac/1206/.

Digital Library Federation (DLF) (1998). A working definition of digital library. doi: http://www.diglib.org/about/ dldefinition.htm.

Echezona, R.I., Ibegbulem, I.J., & Nwegbu, M.U. (2015). Bring back the users in academic libraries in the digital age. Paper presented at the 53rd National Conference and Annual General Meeting of Nigeria Library Association (NLA), Oshogbo, Ogun State of Nigeria. (pp. 26-31).

Ekwelem, V.O., Okpala, H.N., Igbokwe, J.C., & Ekwelem, C. (2018). Evaluation of online reference services: Reflections from Nigerian academic libraries. Library Philosophy and Practice, 1777. doi: https://digitalcommons.unl.edu/libphilprac/1777.

Fox, E.A. & ElSherbiny, N. (2011). Security and digital libraries. In K. H. Huang (Ed.), Digital libraries: Methods and applications (pp. 1–20). InTech. https://doi.org/10.5772/18156.

Fox, E.A. & Lunin, L.(1993). Introduction and overview to perspectives on digital libraries. Journal of the American Society for Information Science, 44(8): 441-443.

Gannon-Leary, P., Bent, M. & Webb, J. (2008). A destination or a place of last resort? The research library of the future, its users and its librarian. Library and Information Research, 32 (101), 3-14. doi: 10.29173/lirg65.

Gao, D., Li, G., & Yu, J. (2022). Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities. Energy, 247, 123395. https://doi.org/10.1016/j.energy.2022.123395.

Gaur, R. C. (2003). Rethinking the Indian digital divide: The present state of digitization in Indian management libraries. The International Information & Library Review, 35(2–4), 189–203. https://doi.org/10.1080/10572317.2003.10762600.

Govindan, K., Palaniappan, M., Zhu, Q., & Kannan, D. (2012). Analysis of third-party reverse logistics provider using interpretive structural modelling. International Journal of Production Economics, 140(1), 204–211. https://doi.org/10.1016/j.ijpe.2012.01.043.

Gupta, S., & Gul, S. (2024). Tracking the research trends in library and information science: A case study of India. Global Knowledge, Memory and Communication, 73(1/2), 202–218. https://doi.org/10.1108/GKMC-11-2021-0184.

Gurikar, R. & Hadagali, G.S. (2021). Use of open source software in Indian institutional digital repositories: A study. Library Philosophy and Practice, 4738. doi: https://digitalcommons.unl.edu/libphilprac/4738.

Hahn, J. (2008). Mobile learning for the twenty-first century librarian. Reference Services Review, 36(3), 272–288. https://doi.org/10.1108/00907320810895369

Hansen, J. V., McKell, L. J., & Heitger, L. E. (1979). ISMS: Computer-aided analysis for design of decision-support systems. Management Science, 25(11), 1069–1081. https://doi.org/10.1287/mnsc.25.11.1069

Hawthorne, R. W., & Sage, A. P. (1975). An application of interpretive structural modelling to higher education program planning. Socio-Economic Planning Sciences, 9(1), 31–43. https://doi.org/10.1016/0038-0121(75)90039-7.

Hu, D. (2020). Making digital higher education a reality for all. Association of Commonwealth Universities. doi: https://www.acu.ac.uk/news/making-digital-higher-education-a-reality-for-all/.

Huaiyuan, Z., Jie, T., & Xiaoling, L (2020). Information construction of archives management in universities. Frontiers in Educational Research, 3(3) 99-102. doi: 10.25236/FER.2020.030323.

Igbo, H.U., & Imo, N.T. (2020). Digital libraries and access to information in Nigerian federal universities; the impact of technology variables. Journal of Information and Knowledge Management, 19(2), paper 2050013. doi: 10.1142/S0219649220500136.

Igun, S.E. (2006).Human capital for Nigerian libraries in the 21st century. Library Philosophy and Practice, 82. https://digitalcommons.unl.edu/libphilprac/82.

Imo, N.T. (2017). Influence of organizational variables on standard indexing practices in state and federal university libraries in South-East Nigeria, [Unpublished doctoral dissertation], University of Nigeria, Nsukka, Nigeria.

Institute of Museum and Library Services (IMLS) (2002). Status of technology and digitization in the nation’s museums and libraries. IMLS, Washington, DC.

Iqbal, M., Ma, J., Ahmad, N., Ullah, Z., & Hassan, A. (2022). Energy-efficient supply chains in construction industry: An analysis of critical success factors using ISM-MICMAC approach. International Journal of Green Energy, 20(3), 265–283. doi: https://doi.org/10.1080/15435075.2022.2038609.

Islam, A.Y.M.A., Ahmad, K., Rafi, M., & JianMing, Z. (2021). Performance-based evaluation of academic libraries in the big data era. Journal of Information Science, 47(4), 458-471. doi: https://doi.org/10.1177/01655515209185.

Islam, M. N., & Haider, M. S. (2024). Bibliometric analysis of the intersection between digital libraries and technology in public library services: A Scopus review (2021–2023). Preprint (Version 1). Research Square. https://doi.org/10.21203/rs.3.rs-3829216/v1.

Islam, S. (2011). Towards digitization: Problems and prospects for the libraries of Bangladesh. Paper presented at the World Congress of Muslim Librarians and Information Scientists 2011 (WCOMLIS 2011), 16-17 November, 2011, Kuala Lumpur, Malaysia. https://www.academia.edu/3342256/Towards_digitization_problems_and_ prospects_for_the_libraries_of_Bangladesh.

Iwhiwhu, B.E. & Eyekpegha, E.O. (2009). Digitization of Nigerian university libraries: From technology challenge to effective information delivery. The Electronic Library, 27(3), 529-536. doi: 10.1108/02640470910966943.

Jain, P. K., & Babbar, P. (2006). Digital libraries initiatives in India. The International Information & Library Review, 38(3), 161-169. doi: https://doi.org/10.1016/ j.iilr.2006.06.003.

Jain, S.J, & Behera, P.K. (2023). Visualizing the academic library of the future based on collections, spaces, technologies, and services. International Journal of Information Science and Management (IJISM), 21(1), 219-243. doi: https://doi.org/10.22034/ijism.2023.700794.

Jeevan, V. K. J. (2004). Digital library development: identifying sources of content for developing countries with special reference to India. The International Information & Library Review, 36(3), 185-197. doi: https://doi.org/10.1016/j.iilr.2003.10.005.

Jeevan, V.K.J. & Dhawan, S.M. (2002). Problems in transition to a digital library: An Indian perspective. DESIDOC Bulletin of Information Technology, 22(6): 13–19. doi: 10.14429/dbit.22.6.3578.

Kampa, R. K., & Patra, N. K. (2020). Determining the factors influencing the level of awareness and usage of open source digital repository software by academic librarians in India. Digital Library Perspectives, 36(3), 303-317. doi: https://www.emerald.com/ insight/content/doi/10.1108/dlp-05-2020-0042/full/doi/full/html.

Kaur, P. and S. Singh. (2005). Transformation of traditional libraries into digital libraries: A study in the Indian context. Herald of Library Science, 44(1–2): 33–39.

Khurana, M.K., Mishra, P.K., Jain, R. and Singh, A.R. (2010). Modeling of information sharing enablers for building trust in Indian manufacturing industry: An integrated ISM and fuzzy MICMAC approach. International Journal of Engineering Science and Technology, 2(6), 1651-1669.

Krishnamurthy, M. (2005). Digital library services at the Indian Statistical Institute. The Electronic Library, 23(2), 200–203. doi: 10.1108/02640470510592898.

Krishnamurthy, M., Reddy, S., & Roopa, E. (2018). Digital information and provision of e-resources and its services in engineering colleges. International Journal of Information Studies, 10(3), 85-95. doi: https://www.dline.info/ijis/fulltext/v10n3/ijisv10n3_1.pdf.

Kumar, K., Hussain, A., & Singh, N. (2008). A survey of collection development practices in technical institutes in Ghaziabad, Utter Pradesh, India. Library Philosophy and Practice, 174. doi: https://digitalcommons.unl.edu/libphilprac/174.

Lesk, M. (2004). Understanding digital libraries. The Morgan Kaufmann Series in Multimedia Information and Systems. 2nd. Ed. Morgan Kaufmann.

Liao, H. and Wang, X. (2021). Library and information science education in the age of immersive technologies: challenges and opportunities. Journal of Education for Library and Information Science, 62(3), 261-275. doi: 10.3138/jelis.62.3.02.

Lin, Y.-T. , Lin, C.-L. , Yu, H.-C. and Tzeng, G.-H. (2010). A novel hybrid MCDM approach for outsourcing vendor selection: a case study for a semiconductor company in Taiwan. Expert Systems with Applications, 37 (7), 4796-4804. doi: 10.1016/j.eswa.2009.12.036.

Liu, Y., Huang, J., & Wang, Y. (2024). Digital transformation and the future of public libraries in China: Assessing innovations, challenges, and user engagement. Studies in Social Science & Humanities, 3(5), 72-79. doi:10.56397/SSSH.2024.05.07.

Madhani, P. M. (2010). Resource-based view (RBV) of competitive advantage: An overview. In P. Madhani (Ed.), Resource-based view: Concepts and practices (pp. 3–22). Icfai University Press. https://ssrn.com/abstract=1578704.

Mahmood, K., Hameed, A., & Jalaluddin Haider, S. (2006). Libraries in Pakistan: A systemic study. Library Review, 55(1), 20-34. doi: https://doi.org/10.1108/00242530610641763.

Majumdar, A. & Sinha, S. (2018). Modeling the barriers of green supply chain management in small and medium enterprises: A case of Indian clothing industry. Management of Environmental Quality An International Journal, 29(4), 1110-1122. doi: 10.1108/MEQ-12-2017-0176

Malek, J., and T. N. Desai. (2019). Interpretive structural modelling-based analysis of sustainable manufacturing enablers. Journal of Cleaner Production, 238:117996. doi: 10.1016/j.jclepro.2019.117996.

Malone, D. W. (1975). An introduction to the application of interpretive structural modeling. Proceedings of the IEEE, 63(3), 397–404. https://doi.org/10.1109/PROC.1975.9765.

Meschede, C., & Henkel, M. (2019). Library and information science and sustainable development: a structured literature review. Journal of Documentation, 75(6), 1356–1369. doi: https://doi.org/10.1108/JD-02-2019-0021.

Modgil, S., Dwivedi, Y. K., Rana, N. P., Gupta, S., & Kamble, S. (2022). Has Covid-19 accelerated opportunities for digital entrepreneurship? An Indian perspective. Technological Forecasting and Social Change, 175, 121415. https://doi.org/10.1016/j.techfore.2021.121415.

Moghadami, M., Mantegh, H., & Malekolkalami, M. (2021). Challenges of creating and operating digital libraries in the digital age in Iran. International Journal of Digital Content Management, 2(3), 115-130. doi: 10.22054/dcm.2021.13678.

Mukherjee, S., & Patra, S. K. (2022). Digital library initiatives in North East India: A survey. Indian Journal of Information, Library and Society, 35(3-4), 203-218. http://eprints.rclis.org/44134/1/ilovepdf_merged.pdf.

Patnala, R. K. (2024). Collaborative efforts for e-learning integration: Partnerships between libraries and educational institutions. In Reshaping entrepreneurial education within an Industry 4.0 context (pp. 222–246). IGI Global. https://doi.org/10.4018/979-8-3693-0409-9.ch012.

Purnomo, G. W., Wikandani, P. R., & Suprapto, A. (2024). Strengthening accessibility and inclusivity in libraries: The role of adaptive technology in supporting visually impaired users. Journal of Humanities Research Sustainability, 1(2), 84-106. doi: https://doi.org/10.70177/jhrs.v1i2.1177

Rafiq, M., Ameen, K., & Jabeen, M. (2018). Barriers to digitization in university libraries of Pakistan: A developing country’s perspective. The Electronic Library, 36(3): 457–470. doi: https://doi.org/10.1108/EL-01-2017-0012.

Rafique, G. M., Mahmood, K., Warraich, N. F., & Rehman, S. U. (2021). Readiness for online learning during COVID-19 pandemic: A survey of Pakistani LIS students. The Journal of Academic Librarianship, 47(3), 102346. doi:https://doi.org/10.1016/ j.acalib.2021.102346.

Raju, J. (2014). Knowledge and skills for the digital era academic library. The Journal of Academic Librarianship, 40(2), 163-170. doi: https://doi.org/10.1016/ j.acalib.2014.02.007.

Ramzan, M. (2004). Levels of information technology (IT) applications in Muslim world libraries. The Electronic Library, 22(3), 274-280. doi: 10.1108/02640470410541688.

Ravi V., Shankar R. & Tiwari M.K. (2005). Productivity improvement of a computer hardware supply chain, International Journal of Production and Performance Measurement, 54(4), 239-255. doi: 10.1108/17410400510593802.

Roopa, E. (2015). Analysis of digital library services at engineering colleges in Karnataka: A study. International Journal of Digital Library Services, 5(2), 67-77. doi: http://www.ijodls.in/uploads/3/6/0/3/3603729/vol-5_issue-2.67-77.pdf.

Sadler, G. R., Lee, H. C., Lim, R. S., & Fullerton, J. (2010). Recruitment of hard-to-reach population subgroups via adaptations of the snowball sampling strategy. Nursing & Health Sciences, 12(3), 369–374. https://doi.org/10.1111/j.1442-2018.2010.00541.x.

Sage, A.P. (1977) Interpretive structural modeling: Methodology for large scale systems (91-164). New York, NY: McGraw-Hill.

Schroeder, P., Dewick, P., Kusi-Sarpong, S., & Hofstetter, J. S. (2018). Circular economy and power relations in global value chains: Tensions and trade-offs for lower-income countries. Resources, Conservation and Recycling, 136, 77–78. https://doi.org/10.1016/j.resconrec.2018.04.003.

Sharma, H. D., & Gupta, A. D. (1995). The objectives of waste management in India: a futures inquiry. Technological Forecasting and Social Change, 48(3), 285-309. https://doi.org/10.1016/0040-1625(94)00066-6.

Shen, L., Song, X., Wu, Y., Liao, S., & Zhang, X. (2016). Interpretive structural modeling-based factor analysis on the implementation of Emission Trading System in the Chinese building sector. Journal of Cleaner Production, 127, 214–227. https://doi.org/10.1016/j.jclepro.2016.03.151.

Shoja, M.J. & Alvankar, E.A. (2013). Development of digital libraries and the end of literary and artistic property rights from the perspective of comparative and international law. Journal of Legal Research, 12(23), 184-214. doi: https://jlr.sdil.ac.ir/ article_32855_en.html.

Shuva, N. Z. (2012). Building digital libraries in Bangladesh: A developing country perspective. The International Information & Library Review, 44(3), 132-146. doi: 10.1080/10572317.2012.10762924.

Sindhwani, R., & Malhotra, V. (2017). A framework to enhance agile manufacturing system: a total interpretive structural modelling (TISM) approach. Benchmarking: An International Journal, 24(2), 467–487.

Singh, S. (2003).Digital library: Definition to implementation. Ranganathan Research Centre: Delhi. doi: http://www.oocities.org/esukhdev/lecture_rcc.pdf.

Singh, B (2020). Digital Library In Rural India: Expectations And Reality. International Journal of Creative Research Thoughts, 12(2). doi: https://ijcrt.org/papers/IJCRT2402685.pdf.

Singh, M. D., & Kant, R. (2008). Knowledge management barriers: An interpretive structural modeling approach. International Journal of Management Science and Engineering Management, 3(2), 141-150. doi: 10.1109/IEEM.2007.4419560

Tan, T., K. Chen, F. Xue, and W. Lu. (2019). Barriers to Building Information Modeling (BIM) implementation in Chinaʻs prefabricated construction: An interpretive structural modeling (ISM) approach. Journal of Cleaner Production, 949–59. doi: 10.1016/j.jclepro.2019.02.141.

Tyrväinen, P. (2005). Concepts and a design for fair use and privacy in DRM. D-Lib Magazine, 11(2), 1082-9873. doi: 10.1045/february2005-tyrvainen.

University of Dar es Salaam (2000). Technical experts meeting on the use and application of information and communication technologies in higher education institutions in Africa. doi: www.aau.org/English/documents/aau-ictreport-p4.htm.

Uutoni, W. E. (2014). Evaluation of digital reference services in academic libraries in Namibia (Doctoral dissertation, University of Sweden).

Vimal, K.E.K, Churi, K., & Kandasamy, J. (2022). Analysing the drivers for adoption of industry 4.0 technologies in a functional paper–cement–sugar circular sharing network. Sustainable Production Consumption, 31, 459–477. doi: 10.1016/j.spc.2022.03.006.

Wani, G.A. (2021). Digital library initiatives: An overview of national and international scenario. Indian Journal of Library Science and Information Technology, 6(2), 66-72. doi: https://doi.org/10.18231/j.ijlsit.2021.015.

Warfield, J.N. (1982). Interpretive structural modelling. In S.A. Olsen (Ed.), Group planning and problem-solving methods in engineering, 155-201. New York: Wiley. doi: https://cir.nii.ac.jp/crid/1572543024160595840.

Waters, D.J. (1998). What are digital libraries? CLIR Issues, 4, July/August 1998. https://www.clir.org/1998/07/clir-issues-number-4/#dlf.

Watson R. (1978). Interpretive Structural Modeling- A useful tool for worth assessment? Technological Forecasting and Social Change, 11, 165-185.

Witten, I. H., Loots, M., Trujillo, M. F. & Bainbridge, D. (2001). The promise of digital libraries in developing countries. The Electronic Library, 20(1), 7-13. doi: https://doi.org/10.1108/02640470210418218.

Zimerman, M. (2010). Protect your library's computers. New Library World, 111(5/6), 203-212.