Analysis of Factors Influencing Intention to Use the Mora Digilib Application with User Satisfaction as an Intervening Variable

Authors

DOI:

https://doi.org/10.30742/tb.v9i2.4654

Abstract

Purpose Research. This study investigated the direct and indirect influence of system quality and information quality on the intention to use the Mora Digilib application, mediated by user satisfaction, and aimed to identify the most dominant contributing factors. Research Method. This study uses an associative quantitative approach. Data were collected from 83 users, selected through purposive sampling techniques, through an online questionnaire. Analysis Data. Data were analyzed using SmartPLS 4.1, applying the Structural Equation Modeling (SEM) method based on Partial Least Squares (PLS) through path analysis. Results. Findings indicate that system quality did not directly and significantly affect usage intention (p-value = 0.847 > 0.05), suggesting technical aspects alone are insufficient for sustained use. Conversely, information quality significantly and positively influenced intention to use (p-value = 0.000 < 0.05). While both system and information quality significantly contributed to user satisfaction, user satisfaction itself did not significantly mediate the relationship between these quality dimensions and usage intention. Out of seven tested hypotheses, three were accepted and four were rejected. Information quality emerged as the most dominant factor, explaining 52.3% of the variance in Mora Digilib's usage intention. Conclusions. The information quality factor is very important in driving the intention to use Mora Digilib. Therefore, the Library of the Ministry of Religion of the Republic of Indonesia is advised to prioritize increasing completeness, ease of understanding, relevance, updates, and security information to provided to encourage increased interest in future utilization.

 Keywords: Information Quality; Intention to Use; Mora Digilib; System Quality

Author Biographies

Amanda Dea Agustin, Universitas Islam Negeri Syarif Hidayatullah Jakarta

Ilmu Perpustakaan, Fakultas Adab dan Humaniora

Muhammad Azwar Muin, Universitas Islam Negeri Syarif Hidayatullah Jakarta

Ilmu Perpustakaan, Fakultas Adab dan Humaniora

References

Akter, Tania, Md. Shawan Uddin, Rubaiyat Rahman, Md. Salah Uddin, Md. Rakibul Islam, Md. Faisal-E-Alam, dan Md. Mahafuzur Rahman. 2024. “The Moderating Effect of System Quality on the Relationship between Customer Satisfaction and Purchase Intention: PLS-SEM & fsQCA Approaches.†Journal of Open Innovation: Technology, Market, and Complexity, vol. 10, no. 4, pp.1–15. doi:https://doi.org/10.1016/j.joitmc.2024.100381.

Anafi, Novia, dan Wing Wahyu Winarno. 2020. “Analisis Faktor yang Mempengaruhi Niat Penggunaan Layanan Pendaftaran Nikah Online Pada Simkah Web di Sleman.†Komputika: Jurnal Sistem Komputer, vol. 9, no. 2, pp. 105–14. doi:https://doi.org/10.34010/komputika.v9i2.2929.

Bakar, Qudri Ali Abu, Norshila Shaifuddin, dan Noor Zaidi Sahid. 2021. “Factors Influencing Users’ Satisfaction and Continuance Usage Intention to Digital Library (Dl) in Management Science University (MSU).†Journal of Information and Knowledge Management (JIKM), vol. 11, no. 1, pp. 44–64. https://ijikm.uitm.edu.my/pdf/1114.pdf

Databoks, Databoks. 2023. “Survei: Mayoritas Orang Indonesia Lebih Suka Baca Buku Lewat Smartphone | Databoks.†https://databoks.katadata.co.id/teknologi-telekomunikasi/statistik/fa04246cf1ef375/survei-mayoritas-orang-indonesia-lebih-suka-baca-buku-lewat-smartphone

Delone, William H., dan Ephraim R. McLean. 2003. “The DeLone and McLean Model of Information Systems Success: A Ten-Year Update.†Journal of Management Information Systems, vol. 19, no. 4, pp. 9–30. doi:10.1080/07421222.2003.11045748.

Dinazzah, Asma Rakha’, dan Rahmi Rahmi. 2022. “Mobile Library Application in Indonesia’s Digital Libraries.†Journal of Education Technology, vol. 6, 1, pp. 149–55. doi:10.23887/jet.v6i1.43575.

Gunungkidul, Diskominfo. 2024. “Pesatnya Pertumbuhan Akses Internet di Indonesia - Smart City Kabupaten Gunungkidul.†https://smartcity.gunungkidulkab.go.id/2024/08/14/pesatnya-pertumbuhan-akses-internet-di-indonesia/.

Hair, Joseph, dan Abdullah Alamer. 2022. “Partial Least Squares Structural Equation Modeling (PLS-SEM) in Second Language and Education Research: Guidelines Using an Applied Example.†Research Methods in Applied Linguistics, vol. 1, no.3, pp.1–16. doi:10.1016/j.rmal.2022.100027.

Hartono, Hartono. 2017. Pengetahuan Dasar Perpustakaan Digital: Konsep, Dinamika, dan Transformasi. Perpustakaan Pusat UIN Jakarta: Sagung Seto.

IFLA, IFLA. 2019. “IFLA/UNESCO Manifesto for Digital Libraries.â€

Jackson, Cynthia M., Simeon Chow, dan Robert A. Leitch. 1997. “Toward an Understanding of the Behavioral Intention to Use an Information System.†Decision Sciences, vol. 28, no.2, pp. 357–89. doi:10.1111/j.1540-5915.1997.tb01315.x.

Jazil, Afwil, Syarif Hidayatullah, dan Dwi Arman Prasetya. 2022. “The Effect of System Quality, Information Quality and Service Quality on Benefits Through User Satisfaction (Case Study: iSantri Application).†International Journal of Research in Engineering, Science and Management, vol. 5, no. 12, pp. 23–29.

Jogiyanto, Jogiyanto. 2007. Sistem Informasi Keperilakuan. CV. Andi Offset.

Katadata.co.id, Katadata. co. id. 2023. “Perpustakaan Digital, Sarana Baru Menikmati Buku - Infografik Katadata.co.id.†https://katadata.co.id/infografik/6516948051989/perpustakaan-digital-sarana-baru-menikmati-buku.

Kemenag.go.id, Kemenag. go. id. 2024. “Indeks Kerukunan Umat Beragama 2024 Naik Jadi 76,47.†https://kemenag.go.id/nasional/indeks-kerukunan-umat-beragama-2024-naik-jadi-76-47-wG2qs.

Li, Qibo. 2024. “Research on Factors Affecting Behavioral Intention of Graduate Students to Use Mobile Library in Suzhou, China.†The Scholar: Human Sciences, vol. 16, no. 2, pp. 215–24. http://www.assumptionjournal.au.edu/index.php/Scholar

Miner, John B. 2015. Organizational Behavior 1: Essential Theories of Motivation and Leadership. London New York: Routledge. doi: 10.4324/9781315702018

Nugraheni, D. M. K., dan S. F. Bayastura. 2021. “Analysis of Factors That Influence Satisfaction and Usefulness for Attendance System with the Delone & McLean Model (Case Study: Attendance System at Diponegoro University).†Journal of Physics: Conference Series, vol. 1943, no. 1, pp. 1–11. doi:10.1088/1742-6596/1943/1/012108.

Panjaitan, Eurica Imannuela Elfri Br., Jufri Darma, Azizul Kholis, Tapi Rumondanag Sari Siregar, dan Taufik Hidayat. 2025. “Pengaruh Kualitas Informasi, Kualitas Layanan dan Persepsi Manfaat terhadap Kepuasan Pengguna Aplikasi Dana pada Mahasiswa Fakultas Ekonomi Universitas Negeri Medan.†Akademik: Jurnal Mahasiswa Ekonomi & Bisnis, vol. 5, no. 1, pp. 518–28. doi:10.37481/jmeb.v5i1.1238.

Puspitasari, Tri, Andriani Kusumawati, dan Sujarwoto Sujarwoto. 2020. “Aplikasi Model DeLone and McLean untuk Mengukur Keberhasilan Sistem Informasi Penelitian dan Pengabdian Masyarakat di Universitas Brawijaya.†Jurnal Sistem Informasi Bisnis, vol. 10, no.1, pp. 94–104. doi:10.21456/vol10iss1pp94-104.

Rachmawati, Ira, dan Laeli Budiarti. 2024. “Pengaruh Persepsi Kegunaan Dan Kualitas Sistem Terhadap Niat Untuk Menggunakan Sistem Informasi Pendapatan.†Artikel Ilmiah Sistem Informasi Akuntansi, vol. 4, no. 1, pp. 16–21. doi:10.31294/akasia.v4i1.3303.

Republik Indonesia, Republik Indonesia. 2007. “Undang-Undang Republik Indonesia Nomor 43 Tahun 2007 tentang Perpustakaan.â€

Santoso, Agung. 2023. “Rumus Slovin : Panacea Masalah Ukuran Sampel ?†Suksma: Jurnal Psikologi Universitas Sanata Dharma, vol. 4, no. 2, pp. 24–43. doi:10.24071/suksma.v4i2.6434.

Saputri, Rahayu, Mellya Embun Baining, dan Khairiyani Khairiyani. 2024. “Pengaruh Kualitas Sistem Dan Kualitas Pelayanan Terhadap Manfaat Bersih Aplikasi Mobile Banking Dengan Variabel Intervening Kepuasan Pengguna.†E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis, vol. 17, no. 1, pp. 126–38. doi:10.51903/e-bisnis.v17i1.1801.

Setiabudhi, Hatta, Suwono Suwono, dan Yudi Agus Setiawan. 2024. “Analisis Data Kuantitatif dengan SmartPLS 4.†https://ebooks.borneonovelty.com/media/publications/588838-analisis-data-kuantitatif-dengan-smartpl-29069ce4.pdf.

Skawanti, Julia Ratnawulan. 2019. “Perencanaa Strategis Sistem Informasi Pada Perusahaan Farmasi.†Komputasi: Jurnal Ilmiah Ilmu Komputer dan Matematika, vol. 15, no. 2, pp. 187–194. doi:10.33751/komputasi.v15i2.1385.

Sugiyono, Sugiyono. 2012. Metode Penelitian Kombinasi (Mixed Methods). Perpustakaan Pusat UIN Jakarta: Cv Alfabeta.

Suryani, Indra, Dr Didik Setyawan, dan Nang Among Budiadi. 2021. “Peningkatan Kepuasan Sebagai Pendorong Niat Untuk Dilanjutkan Penggunaan Aplikasi Halodoc.†Seminar Nasioal & Call for Paper Hubisintek 1166–78.

Tuzzahra, Raudya, dan Dr Teguh Widodo. 2019. “Faktor – Faktor Yang Mempengaruhi Intention To Use Dan Satisfaction Nasabah Dan Pengaruhnya Terhadap Actual Usage Mobile Banking Mandiri Di Kota Bandung.†e-Proceeding of Management, vol. 6, no. 2, pp. 1–8. https://repositori.telkomuniversity.ac.id/pustaka/152442/faktor-faktor-yang-mempengaruhi-intention-to-use-dan-satisfaction-nasabah-dan-pengaruhnya-terhadap-actual-usage-mobile-banking-mandiri-di-kota-bandung.html

Urbach, Nils, dan Benjamin Müller. 2012. “The Updated DeLone and McLean Model of Information Systems Success.†Hlm. 1–18 dalam Information Systems Theory. Vol. 28, Integrated Series in Information Systems, disunting oleh Y. K. Dwivedi, M. R. Wade, dan S. L. Schneberger. New York, NY: Springer New York. https://link.springer.com/10.1007/978-1-4419-6108-2_1

Utari, Ulil Azmi, dan Yuli Fauziah. 2023. “Analysis of Factors Affecting Intention to Use and User Satisfaction of Paylater Using DeLone & McLean Adoption Model.†Telematika, vol. 20, no. 3, pp. 343–61. doi:10.31315/telematika.v20i3.10643.

Wang, Zhihong, dan Haomin Li. 2016. “Factors Influencing Usage of Third Party Mobile Payment Services in China: An Empirical Study.†Journal of Business Management, vol. 23, no. 11, pp. 14–32. https://www.diva-portal.org/smash/get/diva2:942476/FULLTEXT01.pdf

Zainuddin, Iba, dan Wardhana Aditya. 2024. Analisis Regresi dan Analisis Jalur untuk Riset Bisnis Menggunakan SPSS 29.0 & SmartPLS 4.0. Cet.1. Jawa Tengah: CV Eureka Media Aksara.

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Published

2025-10-24

How to Cite

Agustin, A. D., & Muin, M. A. (2025). Analysis of Factors Influencing Intention to Use the Mora Digilib Application with User Satisfaction as an Intervening Variable. Tibanndaru : Jurnal Ilmu Perpustakaan Dan Informasi, 9(2), 132–149. https://doi.org/10.30742/tb.v9i2.4654