Pengembangan Aplikasi Rekamedi Untuk Mendukung Interoperabilitas Data Pelayanan Rawat Jalan Menggunakan Standar FHIR
DOI:
https://doi.org/10.47065/bulletincsr.v6i6.1386Keywords:
FHIR; SATUSEHAT; Interoperbility; Electronic Medical Record; OutpatientAbstract
The mandatory transition toward Electronic Medical Records (EMR) integrated with the SATUSEHAT platform confronts healthcare facilities with data interoperability issues, as most hospital and primary care information systems are developed independently with siloed database structures. The most difficult technical challenge is mapping operational data stored in tabular form into nested Fast Healthcare Interoperability Resources (FHIR) R4 structures, complete with ICD-10, ICD-9 CM, LOINC, and SNOMED-CT coding and the inter-resource references that must be satisfied before SATUSEHAT accepts the data. Unlike previous studies that stopped at conceptual reviews or performance testing, this research aims to design and build RekaMedi, a web-based application that addresses this challenge through automatic transformation of data into FHokIR resources, such as Patient, Encounter, Condition, and Observation, along the 28-step outpatient service flow of the SATUSEHAT Playbook, supported by medical code validation and synchronization through a RESTful API. The software was developed using the Waterfall method with PostgreSQL, Directus, Astro, and React. Blackbox Testing showed that all tested core functions performed according to specification, while Usability Testing involving nine participants yielded a Success Rate of 93.2% and a System Usability Scale (SUS) score of 75.6 (Grade B), above the reference average of 68. These results indicate that automatic data transformation can be delivered through an interface that users learn effectively, although API-level integration testing and evaluation by healthcare workers in real facilities remain for future work.
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References
K. K. R. Indonesia, Peraturan Menteri Kesehatan Nomor 24 Tahun 2022 tentang Rekam Medis, no. 829. Indonesia, 2022, pp. 1–19. [Online]. Available: https://peraturan.bpk.go.id/Details/245544/permenkes-no-24-tahun-2022
K. K. R. Indonesia, Cetak Biru Strategi Transformasi Digital Kesehatan 2024, 1st ed. Jakarta: Kementerian Kesehatan Republik Indonesia, 2021. [Online]. Available: https://www.kemkes.go.id/
K. K. R. Indonesia, “Rest API,” https://satusehat.kemkes.go.id/. Accessed: Jun. 13, 2026. [Online]. Available: https://satusehat.kemkes.go.id/platform/docs/id/master-data/master-patient-index/rest-api-mpi/
D. Osamika, B. S. Adelusi, M. T. C. Kelvin-agwu, A. Y. Mustapha, A. Y. Forkuo, and N. Ikhalea, “A Critical Review of Health Data Interoperability Standards?: FHIR , HL7 , and Beyond,” World Sci. News, vol. 203, pp. 194–233, 2025, [Online]. Available: https://worldscientificnews.com/a-critical-review-of-health-data-interoperability-standards-fhir-hl7-and-beyond/%0A
K. K. R. Indonesia, “Keputusan Menteri Kesehatan Nomor HK.01.07/MENKES/1423/2022 tentang Pedoman Variabel dan Metadata pada Penyelenggaraan Rekam Medis Elektronik,” Jakarta, 2022. [Online]. Available: https://www.slideshare.net/slideshow/kmk-no-hk-01-07-menkes-1423-2022-meta-data-rm-elektronik-pdf/269512784
R. Pradita and R. Kusumo, “Peningkatan Pengetahuan Standar Terminologi Klinis SNOMED-CT Bagi Perekam Medis dan Informasi Kesehatan,” J. Sapta Mengabdi, vol. 4, no. 1, pp. 6–12, 2024, doi: 10.51851/jsm.v5i1.746.
Digital Transformation Office and Kementerian Kesehatan Republik Indonesia, “Indonesia FHIR R4 Implementation Guide (ID Core) 0.1.0.” Accessed: Nov. 01, 2026. [Online]. Available: https://simplifier.net/guide/indonesia-satusehat-ihs-fhir-r4
R. D. Putri and D. Mulyanti, “Tantangan SIMRS dalam Penerapan Rekam Medis Elektronik Berdasarkan Permenkes 24 Tahun 2022: Literature Review,” J. Med. Nusant., vol. 1, no. 1, pp. 18–27, 2023, doi: 10.59680/medika.v1i1.288.
R. Pradita and S. M. Fitriana, “Implementasi Standar Interoperabilitas HL7-FHIR Pada Pertukaran Rekam Kesehatan Elektronik di Puskesmas,” J. Ilm. Perekam dan Inf. Kesehat. Imelda, vol. 9, no. 1, pp. 20–30, 2024, doi: 10.52943/jipiki.v9i1.1334.
S. Ariani and R. D. Yuliani, “Tantangan dalam Integrasi Data Kesehatan dari Berbagai Sistem Electronic Health Record dalam Sistem Kesehatan Nasional,” Vitam. J. ilmu Kesehat. Umum, vol. 3, no. 1, pp. 229–236, 2025, doi: 10.61132/vitamin.v3i1.996.
D. Armiady and R. Novialdi, “Analisis Performa Interoperabilitas Data Kesehatan Berbasis HL7 FHIR Menggunakan Arsitektur RESTful API pada Sistem Kesehatan Terdistribusi,” J. Data Sci. Indones., vol. 5, no. 2, pp. 168–177, 2026, doi: 10.47709/dsi.v5i2.7636.
H. A. Al Banna and W. T. H. Putri, “Implementation of FHIR SATUSEHAT API in Hospital Information System Applications,” INTI J., vol. 2023, no. September, 2023, doi: 10.1201/9781498710411.
K. K. R. Indonesia, “Playbook Pelayanan Rawat Jalan: Panduan Interoperabilitas SATUSEHAT Platform,” Kementerian Kesehatan Republik Indonesia. Accessed: Jun. 01, 2026. [Online]. Available: https://satusehat.kemkes.go.id/platform/docs/id/interoperability/rme-rawat-jalan/
W. Harjono and K. J. Tute, “Perancangan Sistem Informasi Perpustakaan Berbasis Web Menggunakkan Metode Waterfall,” J. Sains Teknol. dan Sist. Inf., vol. 2, no. 1, pp. 47–51, 2022, doi: 10.54259/satesi.v2i1.773.
N. S. Guna, A. Rahmatulloh, and A. N. Rachman, “Implementasi JSON Parsing untuk Pertukaran Data pada Aplikasi VPN Client Berbasis Mobile,” J. Ilm. NERO, vol. 8, no. 1, pp. 65–76, 2023, doi: 10.21107/nero.v8i1.20458.
S. Narulita, A. Nugroho, and M. Z. Abdillah, “Diagram Unified Modelling Language (UML) untuk Perancangan Sistem Informasi Manajemen Penelitian dan Pengabdian Masyarakat (SIMLITABMAS),” Bridg. J. Publ. Sist. Inf. dan Telekomun., vol. 2, no. 3, pp. 244–256, 2024, doi: 10.62951/bridge.v2i3.174.
M. R. Wayahdi and F. Ruziq, “Pemodelan Sistem Penerimaan Anggota Baru dengan Unified Modeling Language (UML) (Studi Kasus?: Programmer Association of Battuta),” J. Miinfo Polgan, vol. 12, no. 1, pp. 1514–1521, 2023, doi: 10.33395/jmp.v12i1.12870.
A. Aurellia, S. Nooriansyah, and Y. Amrozi, “Pemanfaatan UML dalam perancangan Sistem Informasi Produk Kreatif Daur Ulang Sampah berbasis Web,” JITET (Jurnal Inform. dan Tek. Elektro Ter., vol. 13, no. 3, pp. 1739–1749, 2025, doi: 10.23960/jitet.v13i3S1.8073.
J. V. Dachi and J. Suhada, “Implementasi Basis Data Sederhana Menggunakan MySQL/PostgreSQL,” Router J. Tek. Inform. dan Terap., vol. 3, no. 1, pp. 49–59, 2025, doi: 10.62951/router.v3i1.621.
M. Irdina and A. Luthfi, “Pengembangan Basis Data Website Radyakartiyasa m enggunakan Headless CMS Directus,” Sist. J. Sist. Indormasi, vol. 14, no. 6, pp. 2930–2942, 2025, [Online]. Available: https://dspace.uii.ac.id/123456789/61345
Astro, “Why Astro?,” Astro Documentation. Accessed: Jun. 14, 2026. [Online]. Available: https://docs.astro.build/en/concepts/why-astro/
M. F. S. Lazuardy and D. Anggraini, “Modern Front End Web Architectures with React.Js and Next.Js,” Int. Res. J. Adv. Eng. Sci., vol. 7, no. 1, pp. 132–141, 2022, [Online]. Available: https://library.gunadarma.ac.id/repository/modern-front-end-web-architectures-with-react-js-amp-next-js-tesis%0A
F. Shofyan and R. T. Shita, “Implementasi Web Service Restful API dengan Autentikasi Personal Access Tokens dan Algoritma AES 256,” J. TICOM Technol. Inf. Commun., vol. 12, no. 3, pp. 108–114, 2024, doi: 10.70309/ticom.v12i3.130.
Uminingsih, M. N. Ichsanudin, M. Yusuf, and Suraya, “Pengujian Fungsional Perangkat Lunak Sistem Informasi Perpustakaan dengan metode Black Box testing bagi Pemula,” J. Ilm. Tek. dan ilmu Komput., vol. 1, no. 2, pp. 1–8, 2022, doi: 10.55123/storage.v1i2.270.
A. C. Praniffa, A. Syahri, F. Sandes, U. Fariha, and Q. A. Giansyah, “Pengujian Black Box dan White Box Sistem Informasi Parkir Berbasis Web,” J. Test. dan Implementasi Sist. Inf., vol. 1, no. 1, pp. 1–16, 2023, doi: 10.55583/jtisi.v1i1.321.
A. R. R. Putri and A. D. Indriyanti, “Evaluasi Usability User Interface dan User Experience pada Aplikasi M.Tix dengan Metode Usability Testing ( UT ) dan System Usability Scale ( SUS ),” JEISBI J. Emerg. Inf. Syst. Bus. Intell., vol. 04, no. 02, pp. 21–32, 2023, doi: 10.26740/jeisbi.v4i2.51791.
Y. Aryani, I. Aqil, and B. Paramita, “Penerapan Unified Modeling Language (UML) pada Digitalisasi Sistem Informasi Perpustakaan,” Digit. Transform. Technol., vol. 4, no. 2, pp. 1032–1040, 2024, doi: 10.47709/digitech.v4i2.5153.
J. Brooke, SUS: A “quick and dirty” usability scale, 1st ed. Taylor & Francis Group, 1996. doi: 10.1201/9781498710411.
A. Bangor, P. T. Kortum, and J. T. Miller, “An Empirical Evaluation of the System Usability Scale,” Int. J. Human- Comput. Interact., vol. 24, no. 6, pp. 574–579, 2008, doi: 10.1080/10447310802205776.
A. L. Dyayu, Beny, and H. Yani, “Evaluasi Usability Aplikasi Peduli Lindungi Menggunakan Metode Usability Testing dan System Usability Scale (SUS),” J. Manaj. Teknol. dan Sist. Informasi(JMS), vol. 3, no. 1, pp. 395–404, 2023, doi: 10.33998/jms.2023.3.1.720.
R. F. Sihombing and P. P. Suarli, “Evaluasi Usability Pada Aplikasi Digiroom by Auto 2000 Dengan Menggunakan Metode Usability Testing,” Indones. J. Comput. Sci., vol. 12, no. 6, pp. 3771–3781, 2023, doi: 10.33022/ijcs.v12i6.3506.
I. V. S. Widasari, F. R. Ikawati, and A. S. Ma’ruf, “Literature Review?: Tantangan Interoperabilitas Rekam Medis Elektronik di Fasilitas Kesehatan,” J. Manaj. Inf. Kesehat., vol. 10, no. 2, pp. 238–246, 2025, doi: 10.51851/jmis.v10i2.676.
D. Nashrulloh and Y. Anggraini, “Tinjauan Penerapan Rekam Medis Elektronik (Elektronik Medical Record) Pelayanan Rawat Jalan di Rumah Sakit Islam Siti Khadijah Palembang Tahun 2024,” J. Kesehat. J. Ilm. Multi Sci., vol. XIV, no. 2, pp. 70–78, 2024, doi: 10.52395/jkjims.v14i2.448.
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