The Examination System Quality and Information Quality in the Use of the JKN Mobile App
DOI:
https://doi.org/10.47701/prn4sq46Keywords:
Health Information Systems, Mobile Applications, Outpatients, Patient Registration, Technology AcceptanceAbstract
Background: The Mobile JKN application enables BPJS Kesehatan participants to access health services, including online outpatient registration. At Jampangkulon Hospital, 13,021 of 28,896 outpatient visits (44.92%) were registered through Mobile JKN between January and June 2025. Despite increasing use several system related issues persist underscoring the need to evaluate the system and information quality supporting the application. Objective: This study aimed to assess the association of system quality and information quality on the utilization of the Mobile JKN. Methods: The study adopted a cross-sectional analytical design and involved 388 Mobile JKN users selected through accidental sampling. The data were collected using a validated and reliable questionnaire with a four-point Likert scale and analysed through multiple linear regression. The Mobile JKN use was evaluated using five indicators: frequency, duration, intensity, nature, and pattern. Results: The result showed that system quality (b= 0.204; 95% CI: 0.11–0.29; p < 0.001) and information quality (b= 0.547; 95% CI: 0.47–0.63; p < 0.001) were positively and significantly associated with application use. Conclusion: The model explained 71.2% of the variance in application use (R² = 0.712). Suggestion: Hospital Manajemen and BPJS Kesehatan should continue improving the system to encourage wider adoption.
Downloads
References
1. Herawati MH, Idaiani S, Maryati, Fitriana, Lucitawati, Veruswati M, et al. Health information system concept in health services in the national health insurance (JKN) era in Indonesia: An environment and one health approach. Front Public Health. 2022 Oct 13;10:952415. doi:10.3389/fpubh.2022.952415
2. Kusumawardhani OB, Octaviana A, Supitra YM. Efektivitas Mobile JKN Bagi Masyarakat : Literature Review. Pros Semin Inf Kesehat Nas. 2022 Jun 18;64–9. doi:10.47701/sikenas.vi.1665
3. Annisa N, Pradana DS, Suharso W. Evaluasi Aplikasi Mobile Jaminan Kesehatan Nasional (JKN) di Kota Malang Ditinjau Dari Aspek Usability. J Repos. 2024 Jan 16;2(12). doi:10.22219/repositor.v2i12.30999
4. Liliyan A, Febisatria A, Wiguna SV. Pengaruh Persepsi Kegunaan dan Persepsi Kemudahan Penggunaan pada Minat Menggunakan Aplikasi Mobile JKN. J Ekon Manaj Akunt Bisnis Digit Ekon Kreat Entrep JEBDEKER. 2024 Jun 30;4(2):461–72. doi:10.56456/jebdeker.v4i2.279
5. Susila S, Suherman D, Nurhasanah N. Kesenjangan Digital dalam Adopsi E-Government: Analisis Pembelajaran dan Adaptasi Masyarakat terhadap Aplikasi SALAMAN di Kota Bandung. J Pembelajaran Bimbing Dan Pengelolaan Pendidik. 2024 Dec 28;5(1):7. doi:10.17977/um065.v5.i1.2025.7
6. Suhena I, Fitriani AD, Asriwati A. Implementasi Penggunaan Antrian Online Melalui Aplikasi Jkn Mobile Dalam Mengurangi Waktu Tunggu Pendaftaran Pasien Rawat Jalan Di Rumah Sakit Camatha Sahidya Tahun 2024. J Kesehat Tambusai. 2024 Nov 27;5(4):10658–71. doi:10.31004/jkt.v5i4.33880
7. Anarasty KZ, Rahman AZ. Analisis Faktor yang Mempengaruhi Behavioral Intention Terhadap Penggunaan Aplikasi Mobile JKN Bagi Mahasiswa Universitas Diponegoro Tahun Angkatan 2021. J Manag Public Policy. 2025 Sep 17;14(4):41–54. doi:10.14710/jppmr.v14i4.53808
8. Al Ayubi S, Hermawati A, Faida EW. Factors Influencing Capitation Fund Utilization in Public Health Centers. Int J Multidiscip Sci Arts. 2026 Jan 10;5(1):50–62. doi:10.47709/ijmdsa.v5i1.7768
9. Lambe HG, Widyarini M, Grahadian K. Pengaruh Sistem Registrasi Online (Mobile JKN) Terhadap Pasien Pada Manajemen Sistem Janji Temu. J Ilm Manaj Ekon Akunt MEA. 2025 Feb 25;9(1):1041–56. doi:10.31955/mea.v9i1.5070
10. DeLone WH, McLean ER. The DeLone and McLean Model of Information Systems Success: A Ten-Year Update. J Manag Inf Syst. 2003 Apr;19(4):9–30. doi:10.1080/07421222.2003.11045748
11. DeLone WH, McLean ER. Information Systems Success: The Quest for the Dependent Variable. Inf Syst Res. 1992 Mar;3(1):60–95. doi:10.1287/isre.3.1.60
12. Petter S, DeLone W, McLean E. Measuring information systems success: models, dimensions, measures, and interrelationships. Eur J Inf Syst. 2008 Jun;17(3):236–63. doi:10.1057/ejis.2008.15
13. Yunengsih Y, Elvin FG. Pengaruh Efektivitas Pelayanan Pendaftaran Online Aplikasi Mobile JKN Terhadap Kepuasan Pasien Rawat Jalan di Rumah Sakit Karya Bhakti Pratiwi Bogor. J Ilm Perekam Dan Inf Kesehat Imelda JIPIKI. 2025 Aug 31;10(2):157–69. doi:10.52943/jipiki.v10i2.1935
14. Ahlul Aqdi, Yusmita F. DeLone & McLean Model and Expectation Confirmation Model in Improving the Role of Digital Product Innovation in the Banking Industry: Evidence from Sharia Banking Aceh Province. Int J Financ Syst. 2024 Dec 31;2(2):147–86. doi:10.61459/ijfs.v2i2.77
15. Jiang G, Liu F, Liu W, Liu S, Chen Y, Xu D. Effects of information quality on information adoption on social media review platforms: moderating role of perceived risk. Data Sci Manag. 2021 Mar;1(1):13–22. doi:10.1016/j.dsm.2021.02.004
16. Krisdiantoro Yuyut, Subekti Imam, Prihaningtyas Widya. Pengaruh Kualitas Sistem dan Kualitas Informasi terhadap Manfaat Bersih dengan Intensitas Penggunaan sebagai Variabel Mediasi [Internet]. [cited 2026 Aug 2]. Available from: https://journal2.um.ac.id/index.php/jaa/article/view/6678
17. Widhiarti Nestin, Nurbaya Siti, Irwan Abdullah. Analisis Komparatif Kepuasan Pemanfaatan Aplikasi Mobile JKN dan Pelayanan Langsung Kantor BPJS Kesehatan Cabang Makassar [Internet]. [cited 2026 Aug 2]. Available from: https://jurnaluniv45sby.ac.id/index.php/Digital/article/view/6406
18. Wardani SI, Dewi TP, Remiasa IW. Sosialisasi Pemanfaatan Aplikasi Mobile JKN Dalam Pelayanan Kesehatan Kota Denpasar. J Pengabdi Masy Yudhistira. 2026 May 29;1–12. doi:10.34035/pm.v4i1.1905
19. Zebua EDV, Sihombing T. Efektivitas Aplikasi Mobile Jaminan Kesehatan Nasional (JKN) Dalam Pelayanan Kesehatan di Rumah Sakit Advent Medan. J Penelit Ilm Multidisipliner [Internet]. 2026 Feb 4 [cited 2026 Aug 2];3(01). Available from: https://ojs.ruangpublikasi.com/index.php/jpim/article/view/1760
20. Setia M. Methodology series module 3: Cross-sectional studies. Indian J Dermatol. 2016;61(3):261. doi:10.4103/0019-5154.182410
21. Parisasadat Shojaei, Elena Vlahu-Gjorgievska, Yang-Wai Chow. Security and Privacy of Technologies in Health Information Systems: A Systematic Literature Review [Internet]. [cited 2026 Aug 2]. Available from: https://www.mdpi.com/2073-431X/13/2/41
22. Novandarisky F, Triandhini K, Rizky NA, Manihuruk T, Sitompul WJP, Baringbing LS, et al. Analisis Pengaruh Keamanan Aplikasi terhadap Loyalitas Mahasiswa dalam Menggunakan Layanan wondr by BNI. Digit Bisnis J Publ Ilmu Manaj Dan E-Commer. 2026 Jun 13;5(2):291–300. doi:10.30640/digital.v5i2.6609
23. Siregar NN, Anggereni K. Sejauh Mana Implementasi Pendaftaran Pasien Melalui Mobile JKN Terhadap Kepuasan Pengguna: Literature Review. Indones J Innov Multidisipliner Res. 2026 May 26;4(2):3097–108. doi:10.69693/ijim.v4i2.773
24. Kanzha Khairunnisa S, Raziansyah R, Fahriadi F. Pengetahuan dan Motivasi Meningkatkan Penggunaan Aplikasi Mobile JKN pada Pasien BPJS di Instalasi Rawat Jalan RSD Idaman Banjarbaru. J ARSI Adm Rumah Sakit Indones. 2026 Jun 25;12(2). doi:10.7454/arsi.v12i2.1232
25. Herey P, Indrawati R, Hosizah. Penilaian Keberhasilan Implementasi Rekam Medis Electronik. J Manaj Inf Kesehat Indones. 2025 Mar 31;13(1). doi:10.33560/jmiki.v13i1.771
26. Lestari MT, Noor AY, Sunardi KS, Siswatibudi H. Tingkat Pengetahuan Pengguna Aplikasi Mobile JKN di RSUD Panembahan Senopati | Jurnal Permata Indonesia [Internet]. [cited 2026 Aug 2]. Available from: https://jurnal.permataindonesia.ac.id/index.php/JPI/article/view/281
27. Ira PHN, Arso SP, Sriatmi A. Literatur Review : Analisis Penerapan Sistem Informasi Rumah Sakit Terhadap Kepuasaan Pasien dengan Konsep Model DeLone dan McLean. MEDIA Kesehat Masy Indones. 2024 Jun 1;23(2):106–13. doi:10.14710/mkmi.23.2.106-113
28. Siagian NM, Jamil A, Lusa S, Prima P, Sensuse DI. Determinant Factors of Hospital Information System (HIS) Success at XYZ Hospital Using Delone McLean IS Success Model. In: 2020 6th International Conference on Science and Technology (ICST) [Internet]. Yogyakarta, Indonesia: IEEE; 2020 [cited 2026 Aug 2]. p. 1–6. Available from: https://ieeexplore.ieee.org/document/9732868/ doi:10.1109/ICST50505.2020.9732868
29. Urbanantika R. Evaluasi Rekam Medis Elektronik dengan HOT-Fit untuk Peningkatan Mutu Pelayanan di RS DKT dr. Soetarto. J Inf Syst Public Health. 2024 Dec 30;9(3):126–34. Located at: Responden yang terlibat sebanyak 79 responden dengan kriteria inklusi, yaitu menggunakan Rekam Medis Elektonik dan mengikuti perkembangannya. Pengambilan sampel dalam wawancara mendalam dengan Kauryanmed, Kepala TI, Kepala UKRM, dan satu dokter. doi:10.22146/jisph.97306
30. Apriliani N, Khasanah L, Karmanto B, Mohammad MI. Evaluasi Implementasi Antrean Online melalui Aplikasi Mobile JKN Menggunakan Metode DeLone dan McLean di Puskesmas Beber Tahun 2025. J Kesehat SAINS DAN Teknol JAKASAKTI. 2025 May 11;4(1):127–36. doi:10.36002/js.v4i1.3817
31. Ivone LC. Influence Of System Quality, Information Quality, And Service Quality On User Satisfaction And Use Of The Staffing Service Application System In Employees In Bengkulu Central District. Manag Rev. 2023 Dec 30;5(2):256–85. doi:10.33369/tmr.v5i2.32874
32. Nofita DY, Veri J. Mengukur Keberhasilan Penerapan Aplikasi Sistem Keuangan Desa (Siskeudes) dengan Model Kesuksesan Delon and Mclean. J Ekobistek. 2024 Jun 3;13(2):27–35. doi:10.35134/ekobistek.v13i2.776
33. Primadasa Y, Kuswandhie R, Verdian I. Implementation of the D & M IS Success Model for the SIMPEL Application (Follow-up Monitoring Information System) [Internet]. [cited 2026 Aug 2]. Available from: https://cogito.unklab.ac.id/index.php/cogito/article/view/493
34. Andria H, Suhud U, Berutu MB. Analisis Peran Brand Image, E-WOM, E-Service Quality Dalam Membangun E-Satisfaction dan E-Loyalty Pada Pengguna Mobile Banking. ULIL ALBAB J Ilm Multidisiplin. 2025 Aug 4;4(9):2239–58. doi:10.56799/jim.v4i9.11104
35. Amelia S, Pranata S, Fauzi F. Pengaruh Digitalisasi Perbankan terhadap Kepuasan Nasabah Bank BCA. J Akunt Manaj Dan Perenc Kebijak. 2025 Sep 8;3(1):9. doi:10.47134/jampk.v3i1.884
36. Paramitha L, Oktafera Halmi Qur-ani, Sri Hajijah Purba. Analisis Aplikasi Mobile Jkn Dalam Meningkatkan Kualitas Pelayanan Kesehatan : Literature Review. J Pengabdi Kpd Masy Abdi Putra. 2025 Jan 30;5(1):51–8. doi:10.52005/abdiputra.v5i1.343
37. Podsakoff PM, MacKenzie SB, Lee JY, Podsakoff NP. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J Appl Psychol. 2003;88(5):879–903. doi:10.1037/0021-9010.88.5.879
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Mitha Mandasary, Mieke Nurmalasari, Hosizah Hosizah, Tria Saras Pertiwi

This work is licensed under a Creative Commons Attribution 4.0 International License.





