Main Article Content
Abstract
Hypertension with congestive heart failure (CHF) results in high disease-related costs, placing a burden on patients, families, and healthcare facilities. Direct medical costs are known to be the highest proportion. This study aims to identify factors associated with direct medical costs in patients with hypertension and CHF and the difference in payment amounts compared to insurance reimbursements. This research uses a cross-sectional design at Hospital X in Lampung Province. The study population consists of patients diagnosed with hypertension and CHF within the period 2020-2022, with samples selected using total sampling. From 101 samples, the total direct medical cost for all cost components was IDR 908,700,216, with an average direct medical cost of IDR 8,997,032. The highest cost component was cardiac catheterization, with a total IDR of 473,081,000 and an average IDR of 36,390,846. The lowest cost component was additional medical expenses, with a total IDR 16,348,780 and an average IDR 166,824. Bivariate analysis showed a significant relationship between direct medical costs and length of hospital stay, insurance classes, and comorbid conditions. In addition, bivariate analysis showed a significant difference between direct medical costs and insurance reimbursement, with a positive discrepancy of IDR 4.437.619. This study concludes that length of stay, insurance classes, and comorbidities are significantly associated with direct medical costs. There is also a significant difference between direct medical costs and the amount of insurance reimbursement.
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References
- Adane, E., Atnafu, A., & Aschalew, A. Y. (2020). The cost of illness of hypertension and associated factors at the University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia, 2018. ClinicoEconomics and Outcomes Research, 12, 133–140. https://doi.org/10.2147/CEOR.S234674
- Anida, Hartanto, D., & Eka Dewi, R. (2022). Analisis efektivitas Biaya Terapi Gagal Jantung kongestif Pada Pasien Rawat Inap di RSUD Muara Teweh. Jurnal Komunitas Farmasi Nasional, 2(1). https://jkfn.akfaryarsiptk.ac.id/index.php/jkfn/article/view/41
- Baroroh, F., & Maghfiroh, R. (2023). Direct Medical Cost And Length of Stay of Hypertension Patients at Private Hospital In Yogyakarta. Jurnal Farmasi Sains Dan Praktis, 27–33. https://doi.org/10.31603/pharmacy.v9i1.6925
- Dao, T. D., Tran, H. T. B., Vu, Q. Van, Nguyen, H. T. T., Nguyen, P. Van, & Vo, T. Q. (2024). The annual economic burden incurred by heart failure patients in Vietnam: a retrospective analysis. Journal of Pharmaceutical Policy and Practice, 17(1). https://doi.org/10.1080/20523211.2024.2381099
- Dauphinot, V., Garnier-Crussard, A., Moutet, C., Delphin-Combe, F., Späth, H. M., & Krolak-Salmon, P. (2021). Determinants of Medical Direct Costs of Care among Patients of a Memory Center. Journal of Prevention of Alzheimer’s Disease, 8(3), 351–361. https://doi.org/10.14283/jpad.2021.16
- DiPiro, J. T., Yee, G. C., Posey, L. M., Haines, S. T., Nolin, T. D., & Ellingrod, V. (2020). Pharmacotheraphy: A Pathophysiologic Approach (Eleventh edition). http://accesspharmacy.mhmedical.com/content.aspx?bookid=1861§i.
- Fauziyah, R. N. (2019). Sampling dan Besar Sampel Bidang Kesehatan Masyarakat dan Klinis. Politeknik Kesehatan Kemenkes Bandung.
- Fazzini, L., Casati, M., Martis, A., Perra, F., Rubiolo, P., Deidda, M., Mercuro, G., & Cadeddu Dessalvi, C. (2024). Gender Effect on Clinical Profiles, Pharmacological Treatments and Prognosis in Patients Hospitalized for Heart Failure. In Journal of Clinical Medicine (Vol. 13, Issue 3). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/jcm13030881
- Feng, J., Zhang, Y., & Zhang, J. (2024). Epidemiology and Burden of Heart Failure in Asia. In JACC: Asia (Vol. 4, Issue 4, pp. 249–264). Elsevier Inc. https://doi.org/10.1016/j.jacasi.2024.01.013
- Hasbi, F., Kurniawan, A. H., Nida, K., Oktaviani, M., & Kemenkes Jakarta, P. (2022). Analysis of Heart Failure Treatment Costs based on the INA-CBGs (Indonesian Case Base Groups) Tariff Package for Patients with National Health Insurance. Asian Journal of Social Science and Management Technology, 4(5), 2313–7410. www.ajssmt.com
- Heidenreich, P. A., Fonarow, G. C., Opsha, Y., Sandhu, A. T., Sweitzer, N. K., Warraich, H. J., Butler, J., Hsich, E., Pressler, S. B., Shah, K., Taylor, K., Sabe, M., & Ng, T. (2022). Economic Issues in Heart Failure in the United States. In Journal of Cardiac Failure (Vol. 28, Issue 3, pp. 453–466). Elsevier B.V. https://doi.org/10.1016/j.cardfail.2021.12.017
- Hessel, F. P. (2021). Overview of the socio-economic consequences of heart failure. In Cardiovascular Diagnosis and Therapy (Vol. 11, Issue 1). AME Publishing Company. https://doi.org/10.21037/CDT-20-291
- Irnizarifka, & Arifianto, H. (2021). The Comprehensive Registry and Research on Heart Failure (CORE-HF): 2 Years Report from Single-Centre Indonesian Heart Failure Clinic Registry. ACI (Acta Cardiologia Indonesiana, 7(2), 13–22.
- Istiqomah, Purwidyaningrum, I., & Sunarni, T. (2022). Analisis Biaya Riil Pengobatan Pasien Hipertensi Rawat Inap Terhadap Tarif INA-CBGS’s di RSNU Jombang. Medical Sains : Jurnal Ilmiah Kefarmasian, 7(4).
- Kandou, R. D., Tambuwun, C. F. D., Manado, S. R., Kardiologi, B., Vaskular, K., Kedokteran, F., Sam, U., & Manado, R. (2016). Gambaran pasien gagal jantung dengan penyakit hipertensi yang menjalani rawat inap di RSUP Prof. In Jurnal e-Clinic (eCl) (Vol. 4, Issue 2). https://ejournal.unsrat.ac.id/index.php/eclinic/article/view/14680
- Kemkes. (2018). Laporan Riskesdas 2018.
- Kumalasari, N. D., Rahem, A., Presley, B., & Setiawan, E. (2019). Direct Medical Cost Analysis Among Coronary Heart Disease and Heart Failure Outpatients at One Hospital. Journal of Management and Pharmacy Practice, 9(2). https://doi.org/10.22146/jmpf.38170
- Kurniawansyah, M. R., Febrinasari, R. P., & Hikmayani, N. H. (2023). Cost of Illness Pasien dengan Heart Failure with Reduced Ejection Fraction (HFrEF) di RS UNS Periode Maret 2019 - Maret 2020. Plexus Medical Journal, 2(4), 167–176. https://doi.org/10.20961/plexus.v2i4.846
- Lam, C. S. P., Arnott, C., Beale, A. L., Chandramouli, C., Hilfiker-Kleiner, D., Kaye, D. M., Ky, B., Santema, B. T., Sliwa, K., & Voors, A. A. (2019). Sex differences in heart failure. In European Heart Journal (Vol. 40, Issue 47, pp. 3859–3868). Oxford University Press. https://doi.org/10.1093/eurheartj/ehz835
- Lering, M. N. A., Andayani, T. M., & Purwidyaningrum, I. (2024). Cost analysis and utility index in congestive heart failure patients in Hospital Dr. Moewardi Surakarta. Riset Informasi Kesehatan, 13(1), 70. https://doi.org/10.30644/rik.v13i1.841
- Lesyuk, W., Kriza, C., & Kolominsky-Rabas, P. (2018). Cost-of-illness studies in heart failure: A systematic review 2004-2016. BMC Cardiovascular Disorders, 18(1). https://doi.org/10.1186/s12872-018-0815-3
- Lippi, G., & Sanchis-Gomar, F. (2020). Global epidemiology and future trends of heart failure. AME Medical Journal, 5. https://doi.org/10.21037/amj.2020.03.03
- Lutfi, B., Mutiudin, A. I., Fazri, Y. N., Keperawatan, F., Bhakti, U., & Tasikmalaya, K. (2023). Hubungan Support System Dengan Self Management Pasien Congestive Heart Failure (CHF) di Poli Jantung. E-Indonesian Journal of Health and Medical, 3. http://ijohm.rcipublisher.org/index.php/ijohm
- Manda, Y. R., & Baradhi, K. M. (2023, May 27). Catheterization Risks and Complications. In: StatPearls [Internet]. Treasure Island (FL): StatPearls; BioMed Central Ltd. https://doi.org/10.1186/s42466-020-00059-z
- Mandasari, U. S., Pratiwi, L., & Rizkifani, S. (2022). Identifikasi Penggolongan Obat Berdasarkan Peresepan Obat Hipertensi di Instalasi Rawat Jalan Rumah Sakit. Journal Syifa Sciences and Clinical Research, 4(1). https://doi.org/10.37311/jsscr.v4i2.14028
- Muharram, F. R., Multazam, C. E. C. Z., Mustofa, A., Socha, W., Andrianto, Martini, S., Aminde, L., & Yi-Li, C. (2024). The 30 Years of Shifting in The Indonesian Cardiovascular Burden—Analysis of The Global Burden of Disease Study. Journal of Epidemiology and Global Health, 14(1), 193–212. https://doi.org/10.1007/s44197-024-00187-8
- Munawaroh, S., & Sulistiadi, W. (2019). Perbedaan Tarif INA-CBG’s Dengan Tarif Riil Rumah Sakit Pada Pasien BPJS Kasus Stroke Iskemik Rawat Inap Kelas I Di RS PON Tahun 2018. MARSI, 3(2). http://ejournal.urindo.ac.id/index.php/MARSI
- Nilansari, A. F., Yasin, N. M., & Puspandari, D. A. (2021). Analisis Tarif INA-CBGs Pasien Hipertensi Rawat Inap di Rumah Sakit Umum Daerah Panembahan Senopati. Indonesian Journal of Clinical Pharmacy, 10(1), 22. https://doi.org/10.15416/ijcp.2021.10.1.22
- Oh, G. C., & Cho, H. J. (2020). Blood pressure and heart failure. In Clinical Hypertension (Vol. 26, Issue 1). BioMed Central Ltd. https://doi.org/10.1186/s40885-019-0132-x
- Oktadiana, I., Oetari, & Andayani. (2019). Kesesuaian Biaya Riil Terhadap Tarif INA-CBGS Pada Pasien Hipertensi di Rumah Sakit Umum Daerah Pandan Arang Boyolali Tahun 2017. Jurnal Farmasi Indonesia, 16(2), 106–117. http://ejurnal.setiabudi.ac.id/ojs/index.php/farmasi-indonesia/article/download/439/569/
- Pawening, A. S., & Haqi, D. N. (2021). Risk Factors That Associated With Hypertension in Population of Tlatah Village. JPH RECODE , 4(2), 137–143. http://e-journal.unair.ac.id/JPHRECODE
- Poznyak, A. V., Sadykhov, N. K., Kartuesov, A. G., Borisov, E. E., Melnichenko, A. A., Grechko, A. V., & Orekhov, A. N. (2022). Hypertension as a risk factor for atherosclerosis: Cardiovascular risk assessment. In Frontiers in Cardiovascular Medicine (Vol. 9). Frontiers Media S.A. https://doi.org/10.3389/fcvm.2022.959285
- Puspitasari, N., & Retno Kusumawati, D. (2017). Evaluasi Tingkat Ketidaktepatan Pemberian Kode Diagnosis dan Faktor Penyebab di Rumah Sakit X Jawa Timur. Jurnal Manajemen Kesehatan, 3(1), 27–38. http://dx.doi.org/10.29241/jmk.v3i1.77
- Putri, N., Naser Daulay, A., & Putra Hafiz, A. (2020). Cause Analysis of Budget Deficit in BPJS for Health. Journal of Management and Business Innovations, 02, 2. https://jurnal.uinsu.ac.id/index.php/jombi/article/view/9428
- Restyana, A., Admaja, W., & Puspiana, R. (2023). Suitability of Real Cost to Tariff of INA-CBGs of Hypertensive Patients at X General Hospital. Jurnal Mandala Pharmacon Indonesia (JMPI), 10(1), 24–30. https://doi.org/10.35311/jmpi.v10i1.450
- Rosiyani, E. A., Witcahyo, E., Herawati, Y. T., Kesehatan, F., & Jember, U. (2021). Perhitungan Cost of Illness (COI) Pasien Hipertensi di Pelayanan Rawat Inap RSD Balung Kabupaten Jember Cost of Illness of Hypertension Inpatients in RSD Balung Kabupaten Jember. Jurnal Ilmu Kesehatan Masyarakat Berkala, 3(2), 117–122. http://journal.univetbantara.ac.id/index.php/jikemb/article/download/1873/pdf/6459
- Shahim, B., Kapelios, C. J., Savarese, G., & Lund, L. H. (2023). Global Public Health Burden of Heart Failure: An Updated Review. Cardiac Failure Review, 9. https://doi.org/10.15420/cfr.2023.05
- Su, M., Pan, D., Zhao, Y., Chen, C., Xingtian, W., Lu, W., Meng, H., Su, X., & Liang, P. (2022). The direct and indirect effects of length of hospital stay on the costs of inpatients with stroke in Ningxia, China, between 2015 and 2020: A retrospective study using quantile regression and structural equation models. Front Public Health, 10(881273). https://doi.org/10.3389/fpubh.2022.881273
- Tandah, M. R., Diana, K., Adisaputra, A. D., Monica, S., & Azzahrah, F. (2023). Direct Medical Costs and Accordance of INA-CBG’sClaims on Covid-19 Patients at Anutapura Hospital. Jurnal Farmasi Galenika (Galenika Journal of Pharmacy) (e-Journal), 9(1), 84–98. https://doi.org/10.22487/j24428744.2023.v9.i1.16085
- Tran, D. T., Ohinmaa, A., Thanh, N. X., Howlett, J. G., Ezekowitz, J. A., McAlister, F. A., & Kaul, P. (2016). The current and future financial burden of hospital admissions for heart failure in Canada: a cost analysis. CMAJ Open, 4(3), E365–E370. https://doi.org/10.9778/cmajo.20150130
- WHO. (2023, March 16). Hypertension.
- Wierzejska, E., Giernaś, B., Lipiak, A., Karasiewicz, M., Cofta, M., & Staszewski, R. (2020). A global perspective on the costs of hypertension: a systematic review. In Archives of Medical Science (Vol. 16, Issue 5, pp. 1078–1091). Termedia Publishing House Ltd. https://doi.org/10.5114/AOMS.2020.92689
- Zawudie, A. B., Lemma, T. D., & Daka, D. W. (2020). Cost of hypertension illness and associated factors among patients attending hospitals in southwest shewa zone, Oromia Regional State, Ethiopia. ClinicoEconomics and Outcomes Research, 12, 201–211. https://doi.org/10.2147/CEOR.S241591
References
Adane, E., Atnafu, A., & Aschalew, A. Y. (2020). The cost of illness of hypertension and associated factors at the University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia, 2018. ClinicoEconomics and Outcomes Research, 12, 133–140. https://doi.org/10.2147/CEOR.S234674
Anida, Hartanto, D., & Eka Dewi, R. (2022). Analisis efektivitas Biaya Terapi Gagal Jantung kongestif Pada Pasien Rawat Inap di RSUD Muara Teweh. Jurnal Komunitas Farmasi Nasional, 2(1). https://jkfn.akfaryarsiptk.ac.id/index.php/jkfn/article/view/41
Baroroh, F., & Maghfiroh, R. (2023). Direct Medical Cost And Length of Stay of Hypertension Patients at Private Hospital In Yogyakarta. Jurnal Farmasi Sains Dan Praktis, 27–33. https://doi.org/10.31603/pharmacy.v9i1.6925
Dao, T. D., Tran, H. T. B., Vu, Q. Van, Nguyen, H. T. T., Nguyen, P. Van, & Vo, T. Q. (2024). The annual economic burden incurred by heart failure patients in Vietnam: a retrospective analysis. Journal of Pharmaceutical Policy and Practice, 17(1). https://doi.org/10.1080/20523211.2024.2381099
Dauphinot, V., Garnier-Crussard, A., Moutet, C., Delphin-Combe, F., Späth, H. M., & Krolak-Salmon, P. (2021). Determinants of Medical Direct Costs of Care among Patients of a Memory Center. Journal of Prevention of Alzheimer’s Disease, 8(3), 351–361. https://doi.org/10.14283/jpad.2021.16
DiPiro, J. T., Yee, G. C., Posey, L. M., Haines, S. T., Nolin, T. D., & Ellingrod, V. (2020). Pharmacotheraphy: A Pathophysiologic Approach (Eleventh edition). http://accesspharmacy.mhmedical.com/content.aspx?bookid=1861§i.
Fauziyah, R. N. (2019). Sampling dan Besar Sampel Bidang Kesehatan Masyarakat dan Klinis. Politeknik Kesehatan Kemenkes Bandung.
Fazzini, L., Casati, M., Martis, A., Perra, F., Rubiolo, P., Deidda, M., Mercuro, G., & Cadeddu Dessalvi, C. (2024). Gender Effect on Clinical Profiles, Pharmacological Treatments and Prognosis in Patients Hospitalized for Heart Failure. In Journal of Clinical Medicine (Vol. 13, Issue 3). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/jcm13030881
Feng, J., Zhang, Y., & Zhang, J. (2024). Epidemiology and Burden of Heart Failure in Asia. In JACC: Asia (Vol. 4, Issue 4, pp. 249–264). Elsevier Inc. https://doi.org/10.1016/j.jacasi.2024.01.013
Hasbi, F., Kurniawan, A. H., Nida, K., Oktaviani, M., & Kemenkes Jakarta, P. (2022). Analysis of Heart Failure Treatment Costs based on the INA-CBGs (Indonesian Case Base Groups) Tariff Package for Patients with National Health Insurance. Asian Journal of Social Science and Management Technology, 4(5), 2313–7410. www.ajssmt.com
Heidenreich, P. A., Fonarow, G. C., Opsha, Y., Sandhu, A. T., Sweitzer, N. K., Warraich, H. J., Butler, J., Hsich, E., Pressler, S. B., Shah, K., Taylor, K., Sabe, M., & Ng, T. (2022). Economic Issues in Heart Failure in the United States. In Journal of Cardiac Failure (Vol. 28, Issue 3, pp. 453–466). Elsevier B.V. https://doi.org/10.1016/j.cardfail.2021.12.017
Hessel, F. P. (2021). Overview of the socio-economic consequences of heart failure. In Cardiovascular Diagnosis and Therapy (Vol. 11, Issue 1). AME Publishing Company. https://doi.org/10.21037/CDT-20-291
Irnizarifka, & Arifianto, H. (2021). The Comprehensive Registry and Research on Heart Failure (CORE-HF): 2 Years Report from Single-Centre Indonesian Heart Failure Clinic Registry. ACI (Acta Cardiologia Indonesiana, 7(2), 13–22.
Istiqomah, Purwidyaningrum, I., & Sunarni, T. (2022). Analisis Biaya Riil Pengobatan Pasien Hipertensi Rawat Inap Terhadap Tarif INA-CBGS’s di RSNU Jombang. Medical Sains : Jurnal Ilmiah Kefarmasian, 7(4).
Kandou, R. D., Tambuwun, C. F. D., Manado, S. R., Kardiologi, B., Vaskular, K., Kedokteran, F., Sam, U., & Manado, R. (2016). Gambaran pasien gagal jantung dengan penyakit hipertensi yang menjalani rawat inap di RSUP Prof. In Jurnal e-Clinic (eCl) (Vol. 4, Issue 2). https://ejournal.unsrat.ac.id/index.php/eclinic/article/view/14680
Kemkes. (2018). Laporan Riskesdas 2018.
Kumalasari, N. D., Rahem, A., Presley, B., & Setiawan, E. (2019). Direct Medical Cost Analysis Among Coronary Heart Disease and Heart Failure Outpatients at One Hospital. Journal of Management and Pharmacy Practice, 9(2). https://doi.org/10.22146/jmpf.38170
Kurniawansyah, M. R., Febrinasari, R. P., & Hikmayani, N. H. (2023). Cost of Illness Pasien dengan Heart Failure with Reduced Ejection Fraction (HFrEF) di RS UNS Periode Maret 2019 - Maret 2020. Plexus Medical Journal, 2(4), 167–176. https://doi.org/10.20961/plexus.v2i4.846
Lam, C. S. P., Arnott, C., Beale, A. L., Chandramouli, C., Hilfiker-Kleiner, D., Kaye, D. M., Ky, B., Santema, B. T., Sliwa, K., & Voors, A. A. (2019). Sex differences in heart failure. In European Heart Journal (Vol. 40, Issue 47, pp. 3859–3868). Oxford University Press. https://doi.org/10.1093/eurheartj/ehz835
Lering, M. N. A., Andayani, T. M., & Purwidyaningrum, I. (2024). Cost analysis and utility index in congestive heart failure patients in Hospital Dr. Moewardi Surakarta. Riset Informasi Kesehatan, 13(1), 70. https://doi.org/10.30644/rik.v13i1.841
Lesyuk, W., Kriza, C., & Kolominsky-Rabas, P. (2018). Cost-of-illness studies in heart failure: A systematic review 2004-2016. BMC Cardiovascular Disorders, 18(1). https://doi.org/10.1186/s12872-018-0815-3
Lippi, G., & Sanchis-Gomar, F. (2020). Global epidemiology and future trends of heart failure. AME Medical Journal, 5. https://doi.org/10.21037/amj.2020.03.03
Lutfi, B., Mutiudin, A. I., Fazri, Y. N., Keperawatan, F., Bhakti, U., & Tasikmalaya, K. (2023). Hubungan Support System Dengan Self Management Pasien Congestive Heart Failure (CHF) di Poli Jantung. E-Indonesian Journal of Health and Medical, 3. http://ijohm.rcipublisher.org/index.php/ijohm
Manda, Y. R., & Baradhi, K. M. (2023, May 27). Catheterization Risks and Complications. In: StatPearls [Internet]. Treasure Island (FL): StatPearls; BioMed Central Ltd. https://doi.org/10.1186/s42466-020-00059-z
Mandasari, U. S., Pratiwi, L., & Rizkifani, S. (2022). Identifikasi Penggolongan Obat Berdasarkan Peresepan Obat Hipertensi di Instalasi Rawat Jalan Rumah Sakit. Journal Syifa Sciences and Clinical Research, 4(1). https://doi.org/10.37311/jsscr.v4i2.14028
Muharram, F. R., Multazam, C. E. C. Z., Mustofa, A., Socha, W., Andrianto, Martini, S., Aminde, L., & Yi-Li, C. (2024). The 30 Years of Shifting in The Indonesian Cardiovascular Burden—Analysis of The Global Burden of Disease Study. Journal of Epidemiology and Global Health, 14(1), 193–212. https://doi.org/10.1007/s44197-024-00187-8
Munawaroh, S., & Sulistiadi, W. (2019). Perbedaan Tarif INA-CBG’s Dengan Tarif Riil Rumah Sakit Pada Pasien BPJS Kasus Stroke Iskemik Rawat Inap Kelas I Di RS PON Tahun 2018. MARSI, 3(2). http://ejournal.urindo.ac.id/index.php/MARSI
Nilansari, A. F., Yasin, N. M., & Puspandari, D. A. (2021). Analisis Tarif INA-CBGs Pasien Hipertensi Rawat Inap di Rumah Sakit Umum Daerah Panembahan Senopati. Indonesian Journal of Clinical Pharmacy, 10(1), 22. https://doi.org/10.15416/ijcp.2021.10.1.22
Oh, G. C., & Cho, H. J. (2020). Blood pressure and heart failure. In Clinical Hypertension (Vol. 26, Issue 1). BioMed Central Ltd. https://doi.org/10.1186/s40885-019-0132-x
Oktadiana, I., Oetari, & Andayani. (2019). Kesesuaian Biaya Riil Terhadap Tarif INA-CBGS Pada Pasien Hipertensi di Rumah Sakit Umum Daerah Pandan Arang Boyolali Tahun 2017. Jurnal Farmasi Indonesia, 16(2), 106–117. http://ejurnal.setiabudi.ac.id/ojs/index.php/farmasi-indonesia/article/download/439/569/
Pawening, A. S., & Haqi, D. N. (2021). Risk Factors That Associated With Hypertension in Population of Tlatah Village. JPH RECODE , 4(2), 137–143. http://e-journal.unair.ac.id/JPHRECODE
Poznyak, A. V., Sadykhov, N. K., Kartuesov, A. G., Borisov, E. E., Melnichenko, A. A., Grechko, A. V., & Orekhov, A. N. (2022). Hypertension as a risk factor for atherosclerosis: Cardiovascular risk assessment. In Frontiers in Cardiovascular Medicine (Vol. 9). Frontiers Media S.A. https://doi.org/10.3389/fcvm.2022.959285
Puspitasari, N., & Retno Kusumawati, D. (2017). Evaluasi Tingkat Ketidaktepatan Pemberian Kode Diagnosis dan Faktor Penyebab di Rumah Sakit X Jawa Timur. Jurnal Manajemen Kesehatan, 3(1), 27–38. http://dx.doi.org/10.29241/jmk.v3i1.77
Putri, N., Naser Daulay, A., & Putra Hafiz, A. (2020). Cause Analysis of Budget Deficit in BPJS for Health. Journal of Management and Business Innovations, 02, 2. https://jurnal.uinsu.ac.id/index.php/jombi/article/view/9428
Restyana, A., Admaja, W., & Puspiana, R. (2023). Suitability of Real Cost to Tariff of INA-CBGs of Hypertensive Patients at X General Hospital. Jurnal Mandala Pharmacon Indonesia (JMPI), 10(1), 24–30. https://doi.org/10.35311/jmpi.v10i1.450
Rosiyani, E. A., Witcahyo, E., Herawati, Y. T., Kesehatan, F., & Jember, U. (2021). Perhitungan Cost of Illness (COI) Pasien Hipertensi di Pelayanan Rawat Inap RSD Balung Kabupaten Jember Cost of Illness of Hypertension Inpatients in RSD Balung Kabupaten Jember. Jurnal Ilmu Kesehatan Masyarakat Berkala, 3(2), 117–122. http://journal.univetbantara.ac.id/index.php/jikemb/article/download/1873/pdf/6459
Shahim, B., Kapelios, C. J., Savarese, G., & Lund, L. H. (2023). Global Public Health Burden of Heart Failure: An Updated Review. Cardiac Failure Review, 9. https://doi.org/10.15420/cfr.2023.05
Su, M., Pan, D., Zhao, Y., Chen, C., Xingtian, W., Lu, W., Meng, H., Su, X., & Liang, P. (2022). The direct and indirect effects of length of hospital stay on the costs of inpatients with stroke in Ningxia, China, between 2015 and 2020: A retrospective study using quantile regression and structural equation models. Front Public Health, 10(881273). https://doi.org/10.3389/fpubh.2022.881273
Tandah, M. R., Diana, K., Adisaputra, A. D., Monica, S., & Azzahrah, F. (2023). Direct Medical Costs and Accordance of INA-CBG’sClaims on Covid-19 Patients at Anutapura Hospital. Jurnal Farmasi Galenika (Galenika Journal of Pharmacy) (e-Journal), 9(1), 84–98. https://doi.org/10.22487/j24428744.2023.v9.i1.16085
Tran, D. T., Ohinmaa, A., Thanh, N. X., Howlett, J. G., Ezekowitz, J. A., McAlister, F. A., & Kaul, P. (2016). The current and future financial burden of hospital admissions for heart failure in Canada: a cost analysis. CMAJ Open, 4(3), E365–E370. https://doi.org/10.9778/cmajo.20150130
WHO. (2023, March 16). Hypertension.
Wierzejska, E., Giernaś, B., Lipiak, A., Karasiewicz, M., Cofta, M., & Staszewski, R. (2020). A global perspective on the costs of hypertension: a systematic review. In Archives of Medical Science (Vol. 16, Issue 5, pp. 1078–1091). Termedia Publishing House Ltd. https://doi.org/10.5114/AOMS.2020.92689
Zawudie, A. B., Lemma, T. D., & Daka, D. W. (2020). Cost of hypertension illness and associated factors among patients attending hospitals in southwest shewa zone, Oromia Regional State, Ethiopia. ClinicoEconomics and Outcomes Research, 12, 201–211. https://doi.org/10.2147/CEOR.S241591
