THE NEXUS AMONG SYSTEMS QUALITY, INFORMATION QUALITY, DECISION MAKING AND HOSPITAL FINANCIAL PERFORMANCE
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References
Ageeb, H. A., Rapani, N. H. A., & Halim, H. A. (2024). The Relationship between Accounting Information System Quality and Organizational Performance, The Moderation of Top Management Support in Iraq. International Journal of Research and Innovation in Social Science (IJRISS), (December). https://dx.doi.org/10.47772/IJRISS.2024.ICAME2428
Agyei-Owusu, B., Amedofu, M. K., Asamoah, D., & Kumi, A. (2021). The Effect of Data Driven Culture on Customer Development and Firm Performance: The Role of Supply Chain Information Sharing and Supply Chain Information Quality. In Responsible AI and Analytics for an Ethical and Inclusive Digitized Society (pp. 481–492). https://link.springer.com/chapter/10.1007/978-3-030-85447-8_40
Albar, L. O. M., Fitriani, M. N., Purwadhi, & Widjaja, Y. R. (2024). Strategi Pengelolaan Keuangan Rumah Sakit untuk Meningkatkan Efisiensi: Kajian Literatur 5 Tahun Terakhir. Journal of Innovation Research and Knowledge, 4(5). https://bajangjournal.com/index.php/JIRK/article/view/8675
Alipour, J., Karimi, A., Ebrahimi, S., Ansari, F., & Mehdipour, Y. (2017). Success of Failure of Hospital Information Systems of Public Hospitals Affiliated with Zahedan University of Medical Sciences: A Cross Sectional Study in the Southeast of Iran. International Journal of Medical Informatics, 108, 49–54. https://doi.org/10.1016/j.ijmedinf.2017.10.005
Al-Okaily, M., Alkhwaldi, A. F., Abdulmuhsin, A. A., Alqudah, H., & Al-Okaily, A. (2023). Cloud-based Accounting Information Systems Usage and Its Impact on Jordanian SMEs’ Performance: The Post-COVID-19 Perspective. Journal of Financial Reporting and Accounting, 21(1), 126–155. https://doi.org/10.1108/JFRA-12-2021-0476
Alolayyan, M. N., Alyahya, M. S., Alalawin, A. H., Shoukat, A., & Nusairat, F. T. (2020). Health Information Technology and Hospital Performance The Role of Health Information Quality in Teaching Hospital. Heliyon, 6(10). https://www.cell.com/heliyon/fulltext/S2405-8440(20)31883-1
Al-Rahhaleh, N., Al-Khyai, T. A., Alahmari, A. D., & Al-Hanawi, M. K. (2023). The Financial Performance of Private Hospital in Saudi Arabia: An Investigation into The Role of Internal Control and Financial Accountability. PLoS One, 18(5). https://doi.org/10.1371/journal.pone.0285813
Alshawabkeh, A. M., Abdul Kadir, M. R., Mohd Nori, M. N., & Hassan, H. (2022). The Moderating Effect of The Cloud Computing on The Relationship Between Accounting Information Systems on The Firms Performance in Jordan. WSEAS Transactions on Business and Economics, 19, 1155–1169. https://doi.org/10.37394/23207.2022.19.101
Amelia, Li., Cahyono, D., & Fitriya, E. (2021). Systematic Literature Review: Kinerja Sistem Informasi Akuntansi pada Rumah Sakit di Indonesia. JUREMI: Jurnal Riset Ekonomi, 1(2), 123–140.
Anggraeni, A. F., & Winarningsih, S. (2021). The Effect of Accounting Information Systems Quality on Financial Performance. Economic Annals-XXI, 193(9–10), 128–133. https://doi.org/10.21003/ea.V193-16
Aswidani. (2024). Analisis Kesuksesan Sistem Informasi dengan Mengadopsi Model DeLone dan McLean. Jurnal Sosial Dan Teknologi, 4(7), 475–484.
Azzahra, A., Astuti, W., Djamaludin, R., & Okky, K. (2023). Implementasi Penggunaan Rekam Medis Elektronik Rawat Jalan dalam Masa Peralihan Rekam Medis Konvensional Menuju Rekam Medis Elektronik di Rumah Sakit Gotong Royong Surabaya. Medical Journal Awatara, 1(1). https://doi.org/10.61434/mejora.v1i1.49
Badan Pusat Statistik Provinsi Jawa Timur. (2023). Jumlah Rumah Sakit Umum, Rumah Sakit Khusus, Rumah Sakit/Rumah Bersalin Menurut Kabupaten/Kota di Provinsi Jawa Timur, 2021 dan 2022 (Kesehatan). https://jatim.bps.go.id/id/statistics-table/1/Mjk3OCMx/jumlah-rumah-sakit-umum--rumah-sakit-khusus--rumah-sakit-rumah-bersalin-menurut-kabupaten-kota-di-provinsi-jawa-timur--2021-dan-2022.html
Baker, J., Song, J., & Jones, D. R. (2017). Closing The Loop: Empirical Evidence for A Positive Feedback Model of IT Business Value Creation. The Journal of Strategic Information Systems, 26(2), 142–160.
Balic, A., Turulja, L., Kuloglija, E., & Pejic-Bach, M. (2022). ERP Quality and The Organizational Performance: Technical Characteristics vs. Information and Service. Information, 13(10). https://doi.org/10.3390/info13100474
Berliani, A. Z., & Dhamanti, I. (2024). Analisis Hambatan Implementasi Sistem Interoperabilitas pada Sistem Informasi di Rumah Sakit. Jurnal Kesehatan Tambusai, 5(2). https://doi.org/10.31004/jkt.v5i2.28371
Birch, S., Murphy, G. T., MacKenzie, A., & Cumming, J. (2015). In Place of Fear: Aligning Healthcare Planning wirh System Objectives to Achieve Financial Sustainability. Journal of Health Service Research & Policy, 20(2), 109–114. https://doi.org/10.1177/1355819614562053
Chang, K., Lasyoud, A. A., & Osman, D. (2023). Management Accounting System: Insight from Decision Making Theories. Social Sciences & Humanities Open, 8. https://doi.org/10.1016/j.ssaho.2023.100529
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2024). Reporting Reliability, Convergent and Discriminant Validity with Structural Equation Modelling: A Review and Best-Practive Recommendations. Asia Pacific Journal of Management, 41, 745–783. https://doi.org/10.1007/s10490-023-09871-y
Chin, W. W. (1998). The Partial Least Square Approach to Structural Equation Modelling: Modern Methods for Business Research. Lawrence Erlbaum Associates Publishers.
Crossette-Thambiah, G., Berleant, D., & AbuHalimeh, A. (2024). An Information Quality Framework for Managed Health Care. Journal of Healthcare Leadership, 16, 343–364. https://doi.org/10.2147/JHL.S473833
Delone, W. H., & McLean, E. R. (2003). The DeLone and McLean Model Information Systems Success: A Ten-Year Update. Journal of Management Information Systems, 19(4), 9–30. https://doi.org/10.1080/07421222.2003.11045748
Dinas Kesehatan Provinsi Jawa Timur (2023). Profil Kesehatan Provinsi Jawa Timur Tahun 2023. Dinas Kesehatan Provinsi Jawa Timur. https://dinkes.jatimprov.go.id/index.php/console/bankdataonline/1771a716-123f-4a12-babe-13326e3d4f28
Dinas Kesehatan Provinsi Jawa Timur (2025). Profil Kesehatan Provinsi Jawa Timur Tahun 2025. https://dinkes.jatimprov.go.id/index.php/console/bankdataonline/1771a716-123f-4a12-babe-13326e3d4f28
Dubas-Jakobczyk, K., Kocot, E., Tambor, M., Szetela, P., Kostrzewska, O., Siegrist Jr, R. B., & Quentin, W. (2022). The Association Between Hospital Financial Performance and The Quality of Care—A Scoping Literature Review. International Journal of Health Policy and Management, 11(12), 2816–2828. https://doi.org/10.34172/ijhpm.2022.6957
Febriane, R. (2022). Permasalahan Pelayanan Publik Terkait Teknologi Informasi pada Salah Satu Rumah Sakit Umum Daerah di Surabaya. J-CEKI: Jurnal Cendekia Ilmiah, 2(1). https://doi.org/10.56799/jceki.v2i1.1181
Ferreira, N. C. M. Q. F., & Ferreira, J. J. M. (2025). The Field of Resource-Based View Research: Mapping Past, Present, and Future Trends. Management Decision, 63(4), 1124–1153. https://doi.org/10.1108/MD-10-2023-1908
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50.
Frączkiewicz-Wronka, A., Ingram, T., Szymaniec-Mlicka, K., & Tworek, P. (2021). Risk Management and Financial Stability in the Polish Public Hospitals: The Moderating Effect of the Stakeholders’ Engagement in the Decision-Making. Risks, 9(5), 87. https://doi.org/10.3390/risks9050087
Ghozali, I., & Latan, H. (2020). Partial Least Squares: Konsep, Teknik dan Aplikasi SmartPLS 3.0. Universitas Diponegoro.
Gleiβner, W., Günther, T., & Walkshȁusl, C. (2022). Financial Sustainability: Measurement and Empirical Evidence. Journal of Business Economics, 92, 467–516. https://doi.org/10.1007/s11573-022-01081-0
Hasanah, U., Ningrum, D., & Rahayu, I. A. (2021). The Influence of Organizational Culture on The Quality of Management Accounting Information Systems and Its Impact on Managerial Performance. JASa (Jurnal Akuntansi Audit Dan Sistem Informasi Akuntansi), 5(1). https://doi.org/10.36555/jasa.v5i1.1598
Indonesian Clinic and Hospital Asset (ICHA). (2023). Tantangan Rumah Sakit dalam Mengembangkan SIMRS. Tantangan Rumah Sakit Dalam Mengembangkan SIMRS. https://icha.co.id/tantangan-rumah-sakit-dalam-mengembangkan-simrs.html
Jawad, M. M. (2023). Accounting Information Systems (AIS) and Their Effect on Strategic Decision-Making. Technium: Social Sciences Journal, 47, 218–229.
Jyoti, C., & Efpraxia, Z. (2023). Understanding and Exploring The Value Co-Creation of Cloud Computing Innovation using Resource Based Value Theory: An Interpretive Case Study. Journal of Business Research, 164(September). https://doi.org/10.1016/j.jbusres.2023.113970
Kamal, C. N. P. (2023). Integrated Cost Accounting and Investment Analysis: Transformative Insights for Strategic Decision-Making and Financial Performance Enhancement. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 6(3), 3342–3370.
Kane, N., Berenson, R., Blanchfield, B., Blavin, F., Arnos, D., & Zuckerman, S. (2021). Why Policymakers Should Use Audited Financial Statements to Assess Health Systems’ Financial Health. Journal of Health Care Finance, (Summer). https://www.researchgate.net/profile/Nancy-Kane/publication/354322227_Summer_2021_Journal_of_Health_Care_Finance/links/6130e42238818c2eaf7a26bc/Summer-2021-Journal-of-Health-Care-Finance.pdf
Kaya, A., Pamucar, D., Gurler, H. E., & Ozcalici, M. (2024). Determining The Financial Performance of The Firms in Borsa Istanbul Sustainability Index: Integrating Multi Criteria Decision Making Methods with Simulation. Financial Innovation, 10(21). https://doi.org/10.1186/s40854-023-00512-3
Kelly, R., O’Donohoe, S., & Doyle, G. (2023). Key Forces Compelling The Monitoring of Hospital Performance: An Exploratory Study. Financial Accountability & Management, 39, 616–635. https://doi.org/10.1111/faam.12372
KementrianKesehatan RI. (2023). Profil Kesehatan Indonesia (Profil Kesehatan Indonesia). https://kemkes.go.id/id/profil-kesehatan-indonesia-2023
Kero, C. A., & Bogale, A. T. (2023). A Systematic Review of Resource-Based View and Dynamic Capabilities of Firms and Future Research Avenues. International Journal of Sustainable Development and Planning, 18(10). https://doi.org/10.18280/ijsdp.181016
Kilsdonk, E., Peute, L. W., & Jaspers, M. W. M. (2017). Factors Influencing Implementation Success of Guideline-Based Clinical Decision Support Systems: A Systematic Review and Gaps Analysis. International Journal of Medical Informatics, 98, 56–64. https://doi.org/https://doi.org/10.1016/j.ijmedinf.2016.12.001
Laudon, K. C., & Laudon, J. P. (2020). Management Information Systems—Managing the Digital Firm (16th ed.). Pearson.
Lee, J., & Choi, J.-Y. (2019). Increase Health Information Technology Investment Decreases Uncompensated Care Cost: A Study of Texas Hospitals. Technology and Healthcare, 27(1). https://doi.org/https://doi.org/10.3233/THC-181399
Little, J., & Coughlan, B. (2008). Optimal Inventory Policy within Hospital Space Constraints. Health Care Management Science, 11, 177–183. https://doi.org/10.1007/s10729-008-9066-7
Mailani, D., Hulu, M. Z. T., Simamora, M. R., & Kesuma, S. A. (2024). Resource-Based View Theory to Achieve a Sustainable Competitive Advantage of The Firm: Systematic Literature Review. International Journal of Entrepreneurship and Sustainability Studies, 4(1). https://doi.org/10.31098/ijeass.v4i1.2002
Mokoagow, D. S., Pontoh, S., Pondang, J., Mokoagow, F., Ikhsan, M., & Paramarta, V. (2024). Sistem Informasi Rumah Sakit dalam Meningkatkan Efisiensi: Mini Literature Review. Jurnal Penelitian Dan Pengabdian Masyarakat (COMSERVA), 3(10). https://doi.org/10.59141/comserva.v3i10.1223
Monteiro, A. P., Vale, J., Cepeda, C. L. M., & Leite, E. (2021). Internal Control System Quality and Decision-Making Success: The Role of the Financial Information Quality. Universal Journal of Accounting and Finance, 9(3), 285–294. https://doi.org/DOI: 10.13189/ujaf.2021.090302
Monteiro, A. P., Vale, J., Leite, E., Lis, M., & Kurowska-Pysz, J. (2022). The Impact of Information Systems and Non-Financial Information on Company Success. International Journal of Accounting Information Systems, 45(June). https://doi.org/10.1016/j.accinf.2022.100557
Moons, K., Waeyenbergh, G., & Pintelon, L. (2018). Measuring The Logistics Performance of Internal Hospital Supply Chains—A Literature Study. Omega, 1–13. https://doi.org/10.1016/j.omega.2018.01.007
Nabot, A., & Al-Qerem, A. (2025). Impact of Software Quality on Organizational Performance. Array, 27(September). https://doi.org/10.1016/j.array.2025.100476
Ngugi, P. K., Komen, J., & Korir, M. (2021). Organizational Culture, Organizational Learning and Performance of FIrms. Eximia Journal, 3, 1–8.
Niedar, A., Suryawati, C., Hardiawan, D., Vadra, J., Panjaitan, N. A., Widodo, P., Harto, P., & Al Adawiyah, R. (2021). Manajemen Keuangan dan Akuntansi dalam Ekonomi Kesehatan: VI. USAID dan PPJK Kementerian Kesehatan Republik Indonesia. https://pusjakpdk.kemkes.go.id/libftp/uploads/trs_local_nposth/133/Modul%20Ekonomi%20Kesehatan%20Seri%206_FINAL.pdf
Permana, D. S., & Sutaryo. (2020). Does Information System Technology Succeed in Helping Manage Debt? International Journal of Business Information Systems, 33(1), 23–47. https://doi.org/10.1504/IJBIS.2020.104802
Pristiandaru, D. L. (2024, March 18). Jumlah Rumah Sakit di Indonesia Meningkat, Tapi Belum Merata. Kompas.Com. https://lestari.kompas.com/read/2024/03/18/140000686/jumlah-rumah-sakit-di-indonesia-meningkat-tapi-masih-belum-merata
Rahman, Md. M., Islam, Md. H., & Akter, A. (2026). Linking Managerial Decision-Making and Accounting Information Quality: A Conceptual Analysis. International Journal of Science and Business, 50(1), 52–64.
Rasoolimanesh, S. M. (2022). Discriminant Validity Assessment in PLS-SEM: A Comprehensive Composite-Based Approach. Data Analysis Perspectives Journal, 3(2), 1–8.
Rathnayake, R. M. S. S., Rajapakse, R. P. G. S. N., & Lasantha, S. A. R. (2021). The Impact of Financial Reporting Quality on Firm Performance. Journal of Business and Technology, Special Edition, 53–67. https://doi.org/10.4038/jbt.v5i0.53
Romney, M. B., Steinbart, P. J., Summers, S. L., & Wood, D. A. (2020). Accounting Information Systems (15th ed.). Pearson.
RS Dr.Soetomo. (2019). Perubahan Rencana Strategis BLUD RSUD Dr.Soetomo 2019-2024. https://rsudrsoetomo.jatimprov.go.id/storage/files/laporan/sakip/2022/renstraBlud2022.pdf
Santosa, I. V., Subekti, M. N., Jagaddhito, G. S., & Susanti, A. D. (2024). Analisis Implementasi Sistem Informasi Manajemen Rumah Sakit (SIMRS) dalam Meningkatkan Pengelolaan Rumah Sakit yang Efisien di Rumah Sakit Umum Daerah Surakarta. Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri, 3(1), 189–197. https://doi.org/10.58192/sejahtera.v3i1.1716
Setyani, S., Hanifah, I. A., & Ismawati, I. (2022). The Role of Budget Decision Making as A Mediation of Accounting Information Systems and Organizational Culture on The Performance of Government Agencies. Journal of Applied Business, Taxation and Economic Research (JABTER), 1(3). https://doi.org/10.54408/jabter.v1i3.59
Sewandono, R. E., Thoyib, A., Hadiwidjojo, D., & Rofiq, A. (2025). Effect of Intelectual Capital and Information System Capability on Effective Strategic Decision Making to Achieve Financial Performance. International Journal of Business Information Systems, 48(1), 26–53. https://doi.org/10.1504/IJBIS.2025.144073
Singh, N., & Lai, K.-H. (2026). Enterprise Resource Planning Implementation in Large-Scale Operations: A Case Study in Enterprise Information Systems. Enterprise Information Systems, 20(2). https://doi.org/10.1080/17517575.2026.2624368
Sunarta, I. N., & Astuti, P. D. (2023). The Influence Quality Accounting Information Systems, Quality Accounting Information, and Decision Making Success. Journal of Economics, Finance and Management Studies, 6(01). https://doi.org/10.47191/jefms/v6-i1-40
Tejerina-Gaite, F. A., & Fernandez-Temprano, M. A. (2021). The Influence of Board Experience on Firm Performance: Does The Director’s Role Matter? Journal of Management and Governance, 25, 685–705. https://doi.org/10.1007/s10997-020-09520-2
Thuy, N. T. T. (2024). Effect of Accounting Information System Quality on Decision-Making Success and Non-Financial Performance: Does Non-Financial Information Quality Matter? Accounting, Corporate Governance & Business Ethics, 12(1). https://doi.org/10.1080/23311975.2024.2447913
UnairNews. (2022). RSUA Dapat Penghargaan dari BPJS Kesehatan, Jadi Rumah Sakit di Surabaya dengan Transformasi Digital Terbaik. RSUA Dapat Penghargaan Dari BPJS Kesehatan, Jadi Rumah Sakit Di Surabaya Dengan Transformasi Digital Terbaik. https://unair.ac.id/rsua-dapat-penghargaan-dari-bpjs-kesehatan-jadi-rumah-di-surabaya-dengan-transformasi-digital-terbaik/
Wang, T., Wang, Y., & McLeod, A. (2018). Do Health Information Technology Investment Impact Hospital Financial Performance and Productivity? International Journal of Accounting Information Systems, 28(March), 1–13. https://doi.org/10.1016/j.accinf.2017.12.002
Wiguna, I. G. N. H., & Dewi, N. A. W. T. (2024). Apakah Kondisi Keuangan Rumah Sakit di Indonesia Sehat? (Evaluasi Kinerja Keuangan Pra, Era, dan Pasca Pandemi dengan Financial Discriminant Models). Jurnal Ilmiah Akuntansi Dan Humanika, 14(1). https://doi.org/10.23887/jiah.v14i1.77139
Wijekoon, N., Sharma, U., & Samkin, G. (2024). Decision Usefulness of SME Financial Statements in Sri Lanka. Accounting & Finance, 65(1), 1059–1088. https://doi.org/10.1111/acfi.13379
Zohry, A. F., & Al-Dhubaibi, A. A. S. (2024). Optimizing Business Performance Through Effective Accounting Information Systems: The Role of System Competence and Information Quality. Journal of Risk and Financial Management, 17(11). https://doi.org/10.3390/jrfm17110515
Zulianda, F., & Suwandi. (2024). Kualitas Sistem Informasi Akuntansi dan Teknologi Informasi terhadap Kinerja Perusahaan: Peran Mediasi Pengendalian Internal PT Semen Indonesia Distributor. Jurnal Riset Ekonomi Dan Akuntansi (JREA), 2(1), 115–134. https://doi.org/10.54066/jrea-itb.v2i1.1229
DOI: 10.34204/jiafe.v11i2.12588
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