Evaluation Implementation of the CIPP Method Digital Maturity Index Based on the Human Resources Perspective at the West Sidoarjo Regional General Hospital
Evaluasi Implementasi Digital Maturity Index Metode CIPP Berdasarkan Perspektif SDM di RSUD Sidoarjo Barat
DOI:
https://doi.org/10.21070/ups.10206Keywords:
Digital Maturity Index, CIPP, Hospital Management Information System, Human ResourceAbstract
This study aims to evaluate the implementation of the Hospital Management Information System (SIMRS) at the Sidoarjo Barat Regional General Hospital from a human resources perspective by integrating the Digital Maturity Index (DMI) and the CIPP evaluation model. The cross-sectional quantitative analytical design involved 77 health workers. A DMI score of 3.92 indicates a high level of maturity and authority. SEM-PLS was used to assess construct quality and variable relationships. Contextual factors positively influenced Input (β=0.364; f²=0.152), indicating that technological competence and system requirements supported organizational readiness. Input was the strongest predictor of Process (β=0.735; f²=1.178), highlighting the importance of training, SOPs, and facility support. Process significantly influences Product (β=0.608; f²=0.586), reflecting increased efficiency, user satisfaction, and faster service delivery. Overall, the implementation of SIMRS is going well, but sustained effectiveness requires stronger policies, increased human resource capacity, and optimized digital infrastructure through continuous evaluation.
Downloads
References
E. A. Gunawan, H. Santoso, and R. Eko Indrajit, “Evaluasi tata kelola IT menggunakan Framework COBIT terhadap pengaruh kinerja di Rumah Sakit,” J. Inov. Inform., vol. 7, no. 1, pp. 70–85, 2022, doi: 10.51170/jii.v7i1.224.
B. S. Nurwito, “Manfaat dan Efektivitas Penerapan Sistem Informasi pada Rumah Sakit Swasta dan Rumah Sakit Pemerintah,” pp. 165–170, 2022, doi: 10.33560/jmiki.v12i2.664.
S. A. Siswanto and U. K. Nisak, “Evaluasi penggunaan rekam medis elektronik di rumah sakit: Studi kasus di Rumah Sakit Wahidin Sudiro Husodo Mojokerto,” J. SAGO Gizi dan Kesehat., vol. 5, no. 3A, p. 756, 2024, doi: 10.30867/gikes.v5i3a.1832.
D. N. Putri, S. H. Purba, K. Layana, and K. Lubis, “Tantangan dan Solusi dalam Implementasi SIMRS di Rumah Sakit Pemerintah di Indonesia Universitas Islam Negeri Sumatera Utara , Indonesia,” vol. 3, pp. 13–22, 2025.
A. Affan, M. Hasanbasri, and G. Yoki Sanjaya, “Konsistensi Penilaian Kematangan Digital Pada Implementasi Pencatatan dan Pelaporan Sistem Informasi Kesehatan Ibu dan Anak (KIA) di Dinas Kesehatan Kabupaten,” J. Inf. Syst. Public Heal., vol. VIII, no. 3, pp. 18–31, 2023.
Permenkes, “Peraturan Menteri Kesehatan Nomor 13 Tahun 2022,” no. 3, pp. 1–592, 2022.
I. D. A. R. Jayanthi and L. Lazuardi, “Evaluasi Implementasi Dan Tingkat Digital Maturity Rekam Medis Evaluation Of The Implementation And Digital Maturity Level Of Electronic Medical Re-,” vol. 26, no. 03, 2023.
N. Khazizah and H. Hardiana, “Analisis Tingkat Kematangan Implementasi Rekam Medis Elektronik Menggunakan Maturity Index Di RSUD Kuala Pembuang Tahun 2023/2024,” vol. 8, pp. 7576–7591, 2024.
A. Hanafiah, E. N. Oktoriani, and D. R. Puspita, “Evaluation of RME Implementation Based on Digital Maturity Index ( DMI ) in the Digital Transformation Stages of Healthcare at Muhammadiyah University Malang Hospital,” vol. 6, no. Dmi, pp. 32–35, 2024.
Z. Rahmat, “The CIPP Evaluation Model in School Programs: A Systematic Literature Review Model Evaluasi CIPP dalam Program Sekolah: Systematic Literature Review,” J. Kaji. Ilmu Pendidik., vol. 5, no. 4, pp. 911–919, 2025, [Online]. Available: http://journal.al-matani.com/index.php/jkip/index
D. N. G. W. M. Putra, K. A. Cendekiawan, and L. A. Anggraeni, “Evaluation of Digital Maturity Level of Citra Husada Jember Hospital as a Strategy to Support Health Transformation,” J. Teknol. Kesehat. Borneo, vol. 6, no. 1, pp. 7–19, 2025, doi: 10.30602/jtkb.v6i1.406.
L. Riani, B. Ginting, and R. A. Ardhana, “Hubungan Penggunaan Pendaftaran Online Mobile Jaminan Kesehatan Nasional ( JKN ) Pasien Rawat Jalan dengan Kepuasan Waktu Tunggu Pasien di Rumah Sakit Grandmed Lubuk Pakam Tahun 2025 Relationship Between the Use of Mobile Online Registration for National Health Insurance ( NHI ) Outpatients with Patient Waiting Time Satisfaction at Grandmed Hospital Lubuk Pakam in 2025,” no. c, pp. 608–613, 2025.
R. Tondano et al., “Penerapan Sistem Informasi Manajemen Rumah Sakit di RSUD Dr . Sam Ratulangi Tondano,” vol. 12, no. 2, pp. 121–133, 2024.
E. L. Crisan and A. Mihaila, “Health-care information systems adoption – a review of management practices,” vol. 20, no. 1, pp. 130–139, 2025, doi: 10.1108/XJM-04-2021-0121.
S. B. Ginting, F. Kasim, and R. R. Ritonga, “Factors Affecting the Implementation of Hospital Information System (HIS).” 2025.
S. Liambo, J. Fitrianingsih, and S. Carsel, “Pengaruh Implementasi Sistem Informasi Manajemen Rumah Sakit,” vol. 3, no. 2, pp. 4853–4877, 2025.
S. Suri and N. Hariyati, “Literature Study : CIPP Evaluation Model In The Educational Evaluation,” vol. 10, no. 1, pp. 20–30, 2024.
Downloads
Additional Files
Posted
License
Copyright (c) 2026 UMSIDA Preprints Server
This work is licensed under a Creative Commons Attribution 4.0 International License.
