Decision-Making in the Digitalization of Library Reference Services through Social Media: A Case Study of the National Library of Indonesia
DOI:
https://doi.org/10.37385/jaets.v7i1.8703Keywords:
Virtual Reference Services, Social Network Analysis, Social Construction of Technology, Policy Cycle, National Library of IndonesiaAbstract
The digitalization of library reference services through social media remains under-researched, particularly regarding how socio-technical factors and institutional policy processes intersect in national libraries. This study addresses this gap by examining the case of the National Library of Indonesia (Perpusnas), where virtual reference services (VRS) have evolved amid infrastructural reforms and the COVID-19 pandemic. Adopting a qualitative case study within a constructivist paradigm, the research combines semi-structured interviews with librarians and managers (n=5) and a Social Network Analysis (SNA) of @perpusnas1 interactions on X (formerly Twitter) during 2023. The analytical framework integrates the Policy Cycle with the Social Construction of Technology (SCOT), enabling a multi-layered exploration of agenda-setting, policy formulation, interpretive flexibility, and network structures. Findings show that VRS development was shaped by problem recognition (inefficiencies in email services), adaptive policy formulation (iterative SOP revisions and platform selection), and improvisational implementation constrained by staff capacity and infrastructure. SCOT analysis revealed competing interpretations of social media—promotion, reference tool, or user shortcut—eventually stabilised through closure. SNA results confirmed a centralised hub-and-spoke model dominated by @perpusnas1, enhancing responsiveness but limiting distributed participation. This study contributes theoretically by linking SCOT, policy process models, and SNA in library science; practically by highlighting training, evaluation, and integration needs for managers; and for policy by illustrating adaptive pathways to digitalisation in developing-country contexts.
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Aguilar-Forero, N., & Salazar, F. (2023). Critical/decolonial global citizenship education and libraries from the global south. Prospects 55, 105–117 (2025). https://doi.org/10.1007/s11125-023-09655-8
Ahmed, S. K. (2024). The pillars of trustworthiness in qualitative research. Journal of Medicine Surgery and Public Health, 2, 100051. https://doi.org/10.1016/j.glmedi.2024.100051
Alhabash, S., Smischney, T., Suneja, A., Nimmagadda, A., & White, L. (2024). So Similar, Yet So Different: How Motivations to Use Facebook, Instagram, Twitter, and TikTok Predict Problematic Use and Use Continuance Intentions. SAGE Open, 14(2). https://doi.org/10.1177/21582440241255426
Ausat, A. M. A. (2023). The Role of social media in shaping public opinion and its influence on economic decisions. Technology and Society Perspectives (TACIT), 1(1), 35. https://doi.org/10.61100/tacit.v1i1.37
Banha, F., Flores, A., & Coelho, L. M. S. (2022). A New conceptual framework and approach to decision making in public policy. Knowledge, 2(4), 539. https://doi.org/10.3390/knowledge2040032
Bennis, I., & Mouwafaq, S. (2025). Advancing AI-driven thematic analysis in qualitative research: a comparative study of nine generative models on Cutaneous Leishmaniasis data. BMC Medical Informatics and Decision Making, 25(1). https://doi.org/10.1186/s12911-025-02961-5
Bettivia, R., & Stainforth, E. (2022). Negotiating digital public spaces: context, purpose and audiences. Journal of Documentation, 79(3), 703. https://doi.org/10.1108/jd-04-2022-0079
Bijker, W. E., Hughes, T. P., & Pinch, T. J. (2012). The social construction of technological systems : Newdirections in the sociology and history of technology. Massachusetts: The Mit Press
Bryda, G., & Sadowski, D. (2024). From words to themes: AI-powered qualitative data coding and analysis. In Lecture Notes in Networks and Systems (Vol. 309, pp. 1–14). Springer International Publishing. https://doi.org/10.1007/978-3-031-65735-1_19
Burstein, F., Phillips-Wren, G., Heavin, C., & Szántó, R. (2024). Is anyone listening? Evaluating the impact of decision systems and analytics research. Journal of Decision Systems, 33(sup1), 5–28. https://doi.org/10.1080/12460125.2024.2349450
Bussell, H. (2022). Though virtual reference services have increased, they face challenges and opportunities in the wake of COVID-19. Evidence Based Library and Information Practice, 17(1), 134–138. https://doi.org/10.18438/eblip30082
Camacho, D., Panizo-LLedot, A., Bello-Orgaz, G., Gonzalez-Pardo, A., & Cambria, E. (2020). The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools. arXiv (Cornell University). https://doi.org/10.48550/arXiv.2002.09485
Cantarelli, P., Bellé, N., & Hall, J. L. (2023). Information use in public administration and policy decision-making: A research synthesis. Public Administration Review, 83(6), 1667–1685. https://doi.org/10.1111/puar.13735
Cole, C., & Raish, V. (2020). Serving the need: Engaging in virtual video reference with students. Journal of Library & Information Services in Distance Learning, 14(3–4), 182–199. https://doi.org/10.1080/1533290X.2021.1873891
Creswell, J. W., & Clark, V. L. P. (2017). Designing and Conducting Mixed Methods Research. Thousand Oaks, CA: Sage Publications.
Dei, D.-G. J. (2020). Assessing Adoption and Implementation of Mobile Technology-Based Library Services in Academic Libraries. International Journal of Innovative Technology and Exploring Engineering, 9(3), 1669. https://doi.org/10.35940/ijitee.c8305.019320
Deja, M., Rak, D., & Bell, B. (2021). Digital transformation readiness: perspectives on academia and library outcomes in information literacy. The Journal of Academic Librarianship, 47(5), 102403. https://doi.org/10.1016/j.acalib.2021.102403
Dye, Thomas R. (2017). Understanding public policy. 15th ed. Florida: Florida State University Press.
Eckerdal, J. R., Engström, L., Färber, A., Hamm, M., Kofi, J., Landau-Donnelly, F., & van Melik, R. (2024). Social infrastructuring in public libraries: Librarians’ continuous care in everyday library practice. Journal of Documentation, 80(7), 206–223. https://doi.org/10.1108/JD-12-2023-0260
García, N. O., Velásquez, M. F. D., Romero, C. A. T., Monedero, J. H. O., & Khalaf, O. I. (2021). Remote academic platforms in times of a pandemic. International Journal of Emerging Technologies in Learning (iJET), 16(21), 121–134. https://doi.org/10.3991/ijet.v16i21.25377
Grams, K. (2023). Differences Between the Perception and Use of Virtual Reference Services for Complex Questions. Evidence Based Library and Information Practice, 18(4), 108. https://doi.org/10.18438/eblip30426
Guo, Y., Lam, A. H. C., Chiu, D. K. W., & Ho, K. K. W. (2022). Perceived Quality of Reference Service with WhatsApp. Information Technology and Libraries, 41(3). https://doi.org/10.6017/ital.v41i3.14325
Gusman, S. W. (2024). Development of the Indonesian Government’s Digital Transformation. Dinasti International Journal of Education Management And Social Science, 5(5), 1128. https://doi.org/10.38035/dijemss.v5i5.2868
Harisanty, D., Sugihartati, R., Srimulyo, K., & Anwar, N. (2023). The position’s of libraries on social media. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2023.2287117
Hernández-Pérez, O., Vilariño, F., & Domènech, M. (2020). Public Libraries Engaging Communities through Technology and Innovation: Insights from the Library Living Lab. Public Library Quarterly, 41(1), 17. https://doi.org/10.1080/01616846.2020.1845047
Indrák, M., & Pokorná, L. (2021). Analysis of digital transformation of services in a research library. Global Knowledge Memory and Communication, 70, 154. https://doi.org/10.1108/gkmc-09-2019-0118
Jafari, N., Sgarbossa, F., & Peron, M. (2023). An Appraisal Towards the Technological Improvement of Library Operations Management in Digital Era. IFAC-PapersOnLine, 56(2), 11874. https://doi.org/10.1016/j.ifacol.2023.10.599
Jumino, J., & Mu’alifah, O. L. (2022). Peran Perpustakaan Nasional Republik indonesia dalam penyediaan sumber daya informasi elektronik sebagai upaya mengatasi infodemi pada masa pandemi covid-19. Anuva Jurnal Kajian Budaya Perpustakaan Dan Informasi, 6(2), 141. https://doi.org/10.14710/anuva.6.2.141-162
Kibbee, J. (2006). Librarians without Borders? Virtual Reference Service to Unaffiliated Users. The Journal of Academic Librarianship, 32(5), 467. https://doi.org/10.1016/j.acalib.2006.05.003
Kim, J., Yu, S., Detrick, R., & Li, N. (2024). Exploring students’ perspectives on Generative AI-assisted academic writing. Education and Information Technologies. https://doi.org/10.1007/s10639-024-12878-7
Kushniryk, A., & Orlov, S. (2021). ‘Follow us on Twitter’: How public libraries use dialogic communication to engage their publics. Library & Information Science Research, 43(2), 101087. https://doi.org/10.1016/j.lisr.2021.101087
Laradi, S., Berber, N., Rehman, H. M., Hossain, M. B., Hiew, L.-C., & Illés, C. B. (2023). Unlocking the power of social media marketing: Investigating the role of posting, interaction, and monitoring capabilities in building brand equity. Cogent Business & Management, 10(3). https://doi.org/10.1080/23311975.2023.2273601
Latupeirissa, J. J. P., Dewi, N. L. Y., Prayana, I. K. R., Srikandi, M. B., Ramadiansyah, S. A., & Pramana, I. B. G. A. Y. (2024). Transforming Public Service Delivery: A Comprehensive Review of Digitization Initiatives [Review of Transforming Public Service Delivery: A Comprehensive Review of Digitization Initiatives]. Sustainability, 16(7), 2818. Multidisciplinary Digital Publishing Institute. https://doi.org/10.3390/su16072818
Lemke, N., Trein, P., & Varone, F. (2023). Agenda-setting in nascent policy subsystems: issue and instrument priorities across venues. Policy Sciences, 56(4), 633. https://doi.org/10.1007/s11077-023-09514-5
Li, K., Fernandez, A., Schwartz, R., Ríos, N., Carlisle, M. N., Amend, G., Patel, H. V., & Breyer, B. N. (2024). Comparing GPT-4 and Human Researchers in Qualitative Analysis of Healthcare Data: Qualitative Description Study (Preprint). Journal of Medical Internet Research, 26. https://doi.org/10.2196/56500
Manazir, S. H. (2023). Reimagining public policy formulation and analysis: a comprehensive theoretical framework for public policy. Discover Global Society, 1(1). https://doi.org/10.1007/s44282-023-00018-4
Mariano, J. N. (2024). Virtual Reference Services. International Journal of Librarianship, 9(3), 36. https://doi.org/10.23974/ijol.2024.vol9.3.377
Mondragon-Estrada, E., Kirschning, I., Nolazco-Flores, J. A., & Camacho-Zúñiga, C. (2023). Fostering digital transformation in education: Technology-enhanced learning from professors’ experiences in emergency remote teaching. Frontiers in Education, 8, Article 1250461. https://doi.org/10.3389/feduc.2023.1250461
Mothafar, N. A., Zhang, J., Alsoffary, A., Masoomi, B., Al-Barakani, A., & Alhady, O. S. (2024). Digital social responsibility towards digital education of international higher education students’ institutions: Digital culture as mediator. Heliyon, 10(17). https://doi.org/10.1016/j.heliyon.2024.e36442
Mulyani, S. (2024). The impact of creativity and digital leadership on decision-making quality: Implications for public service performance. Decision Science Letters, 13(3), 633. https://doi.org/10.5267/j.dsl.2024.4.008
Murphy, J. W., & Liew, C. L. (2016). Reflecting the Science of Instruction? Screencasting in Australian and New Zealand Academic Libraries: A Content Analysis. The Journal of Academic Librarianship, 42(3), 259. https://doi.org/10.1016/j.acalib.2015.12.010
Nafi’ah, B. A. (2022). Challenges of Implementing an Electronic-Based Government System in Local Governments. KnE Social Sciences. https://doi.org/10.18502/kss.v7i9.10932
Nicol, E., & Crook, L. (2012). Now it’s Necessary: Virtual Reference Services at Washington State University, Pullman. The Journal of Academic Librarianship, 39(2), 161. https://doi.org/10.1016/j.acalib.2012.09.017
Nyaaba, M., Min, S., Apam, M. A., Acheampong, K. O., Dwamena, E., & Zhai, X. (2025). Optimizing generative AI’s accuracy and transparency in inductive thematic analysis: A human–AI comparison. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.5174910
Oliva, K., Novosel, E., & Gilbert, S. (2024). Exploring Social Media as an Information Source in IL Instruction. College & Research Libraries, 85(4). https://doi.org/10.5860/crl.85.4.479
Owusu-Ansah, C. M., Rodrigues, A., & Walt, T. van der. (2019). Integrating Digital Libraries into Distance Education: A Review of Models, Roles, And Strategies [Review of Integrating Digital Libraries into Distance Education: A Review of Models, Roles, And Strategies]. Turkish Online Journal of Distance Education, 20(2), 89. Anadolu University. https://doi.org/10.17718/tojde.557742
Paul, S., Chauhan, S., & Pal, A. K. (2024). Empowering Library Users: Creative Strategies for Engagement and Innovation. https://doi.org/10.48550/ARXIV.2411.02993
Radford, M. L., Costello, L., & Montague, K. (2021). Surging virtual reference services: COVID-19 a game changer. College & Research Libraries News, 82(3), 106. https://doi.org/10.5860/crln.82.3.106
Riady, Y., Sofwan, M., Mailizar, M., Alqahtani, T. M., Yaqin, L. N., & Habibi, A. (2023). How can we assess the success of information technologies in digital libraries? Empirical evidence from Indonesia. International Journal of Information Management Data Insights, 3(2), 100192. https://doi.org/10.1016/j.jjimei.2023.100192
Ross, Catherine Sheldrick, Nilsen, Kirsti, Radford, Marie L. (2019). Conducting the reference interview : a how-to-do-it manual for librarians. Chicago : ALA Neal-Schuman
Sakti, R., Nainggolan, B., & Eka, R. (2023). Understanding the Role of Social Media Toward Satisfaction of Government in Indonesia. Jurnal Komunikasi Indonesia, 12(1). https://doi.org/10.7454/jkmi.v12i1.1185
Sayogo, D. S., Yuli, S. B. C., & Yono, W. (2020). Determinants of Smart Library Readiness in Indonesia. 61. https://doi.org/10.1145/3396956.3396970
Scriven, P., Ledwith, A., & Nagle, T. (2024). Towards a lean digital transformation research framework: a literature review [Review of Towards a lean digital transformation research framework: a literature review]. Journal of Decision System, 1. Taylor & Francis. https://doi.org/10.1080/12460125.2024.2354608
Serholt, S., Eriksson, E., Dalsgaard, P., Bats, R., & Ducros, A. (2018). Opportunities and challenges for technology development and adoption in public libraries. 311. https://doi.org/10.1145/3240167.3240198
Soladoye-Adewole, D. F. (2024). Changes In Community Expectation And User Behaviour For Reference Service In The Post-Pandemic Era. https://digitalcommons.unl.edu/libphilprac/8270/
Stewart, S. G. P., & Newman, N. (2017). User services in the digital environment. Library Review, 66, 213. https://doi.org/10.1108/lr-07-2016-0058
Strods, R., Daniela, L., & Gabriel, P. (2018, November). Analysis of policy planning documents and regulatory enactments from the perspective of digitalization of higher education. In 11th International Conference of Education, Research and Innovation, ICERI 2018.
Susilowati, S. (2021). Layanan Referensi Virtual Sebagai Strategi Pelayanan di Masa Pandemi Covid-19. ABDI PUSTAKA Jurnal Perpustakaan Dan Kearsipan, 1(2), 60. https://doi.org/10.24821/jap.v1i2.6009
Tafesse, W., & Korneliussen, T. (2020). On the collective efficacy of social media teams. Marketing Intelligence & Planning, 39(3), 438. https://doi.org/10.1108/mip-03-2020-0118
Thelwall, M., & Thelwall, S. (2020). A thematic analysis of highly retweeted early COVID-19 tweets: consensus, information, dissent and lockdown life. Aslib Journal of Information Management, 72(6), 945. https://doi.org/10.1108/ajim-05-2020-0134
Torfs, I., Wayenberg, E., & Danneels, L. (2022). Institutional shifts and punctuated patterns in digital policy. Review of Policy Research, 40(3), 363. https://doi.org/10.1111/ropr.12507
Trunk, A., Birkel, H., & Hartmann, E. (2020). On the current state of combining human and artificial intelligence for strategic organizational decision making. BuR - Business Research, 13(3), 875. https://doi.org/10.1007/s40685-020-00133-x
Vicente, P. (2023). Sampling Twitter users for social science research: evidence from a systematic review of the literature [Review of Sampling Twitter users for social science research: evidence from a systematic review of the literature]. Quality & Quantity, 57(6), 5449. Springer Science+Business Media. https://doi.org/10.1007/s11135-023-01615-w
Wall, T., Ngo, N., Huu, C. N., Lan, P. N., & Knight, S. (2023). Organisational digital capability: a cross-country review of guidance [Review of Organisational digital capability: a cross-country review of guidance]. Higher Education Skills and Work-Based Learning, 14(3), 711. Emerald Publishing Limited. https://doi.org/10.1108/heswbl-06-2023-0157
Wardell, J., & Kelly, K. (2022). Doing More with a DM: A Survey on Library Social Media Engagement. Evidence Based Library and Information Practice, 17(3), 97. https://doi.org/10.18438/eblip30141
Webster, A., & Gardner, J. (2019). Aligning technology and institutional readiness: the adoption of innovation. Technology Analysis and Strategic Management, 31(10), 1229. https://doi.org/10.1080/09537325.2019.1601694
Wen, X. (2023). Policy Change in the Context of Multiple–Streams Theory–Take China’s Centralized Drug Procurement Policy as an Example. SHS Web of Conferences, 178, 3009. https://doi.org/10.1051/shsconf/202317803009
Winata, A. P., Fadelina, R., & Basuki, S. (2020). New normal and library services in Indonesia: a case study of university libraries. Digital Library Perspectives, 37(1), 77. https://doi.org/10.1108/dlp-07-2020-0059
Worthington, S. (Ed.), Kaarsted, T. (Ed.), & Wallis, K. (2023). Citizen Science for Research Libraries - A Guide: Library Infrastructures & Citizen Science - Vol. 2. (1 ed.). https://libereurope.eu/wp-content/uploads/2023/06/Library-Infrastructures-amp-Citizen-Science.pdf
Valdez, D., Patterson, M. S., & Prochnow, T. (2021). The importance of interdisciplinary frameworks in social media mining: An exploratory approach between Computational Informatics and Social Network Analysis (SNA). Health Behavior Research, 4(2). https://doi.org/10.4148/2572-1836.1098
Veldhoven, Z. V., & Vanthienen, J. (2021). Digital transformation as an interaction-driven perspective between business, society, and technology. Electronic Markets, 32(2), 629. https://doi.org/10.1007/s12525-021-00464-5
Yan, P., & Schroeder, R. (2021). Grassroots information divides in China: Theorising everyday information practices in the Global South. Telematics and Informatics, 63, 101665. https://doi.org/10.1016/j.tele.2021.101665
Young, E. and Quinn, L. (2002). Writing Effective Public Policy Papers A Guide for Policy Advisers in Central and Eastern Europe. London: Open Society Institute.


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