Decision Support System for Selecting Primary Healthcare Facilities Using Web-Based SMART Method in Tasikmalaya City

Authors

  • Ramadhan Ariandi Nugraha Universitas Cipasung, Kabupaten Tasikmalaya, Jawa Barat, Indonesia
  • Dede Rizal Nursamsi Universitas Cipasung, Kabupaten Tasikmalaya, Jawa Barat, Indonesia https://orcid.org/0009-0007-6527-5987

DOI:

https://doi.org/10.51903/5dxdgx59

Keywords:

Decision Support System, SMART method, Primary Healthcare Facilities, Web-Based, Multi-Criteria Decision Making

Abstract

The uneven distribution of patient visits to Primary Healthcare Facilities in Tasikmalaya City is driven by the absence of objective, data-driven information that enables the public to compare service quality across available facilities. Community satisfaction surveys conducted in 2021 across five public health centers in Tasikmalaya recorded a facility completeness index of only 2.63, indicating a critically low level of public satisfaction regarding healthcare facility quality. This study aims to design and develop a web-based Decision Support System (DSS) to assist the public in selecting the most suitable FKTP according to their individual needs. The system was developed using the Waterfall model, implemented with PHP and MySQL, and built within the Visual Studio Code environment. The Simple Multi Attribute Rating Technique (SMART) method was applied to evaluate 30 Primary Healthcare Facilities alternatives across five criteria: facility completeness, BPJS service availability, road accessibility, waiting time, and operational hours. Data were collected through direct observation and semi-structured interviews with the Tasikmalaya City Health Office. System testing using Black Box Testing confirmed that all functional modules operated correctly with no processing failures detected. The resulting system enables users to dynamically assign criterion weights according to personal priorities, producing personalized and transparent Primary Healthcare Facilities recommendations. This research contributes an accessible, computation-based decision instrument that has the potential to promote equitable patient distribution across all Primary Healthcare Facilities in Tasikmalaya City.

References

[1] S. Anraeni, T. Hasanuddin, P. Lestari, L. Belluano, and A. M. Fadhiel, “SISTEM INFORMASI PELAYANAN ADMINISTRASI KEPENDUDUKAN DESA PUCAK, KECAMATAN TOMPOBULU, KABUPATEN MAROS,” vol. 6, no. 2, 2020, [Online]. Available: http://ejournal.fikom-unasman.ac.id

[2] Jumalia Mannayong, Muh. Rizal S, Herling, and Muhammad Faisal, “Transformasi Digital Dan Partisipasi Masyarakat: Mewujudkan Keterlibatan Publik Yang Lebih Aktif,” Jurnal Administrasi Publik, vol. 20, no. 1, pp. 53–75, Jun. 2024, doi: 10.52316/jap.v20i1.260.

[3] Yuli Yanti Daaris and Sadrul Imam, “Transformasi Digital dalam Pelayanan Publik: Pelajaran dari Dinas Penanaman Modal dan Pelayanan Terpadu Satu Pintu Kabupaten Bima,” Sadrul Imam/Transformasi Digital dalam Pelayanan Publik, vol. 5, no. 2, 2024, doi: 10.36418/syntax-imperatif.v5i2.367.

[4] Dwi Wahyuni Putri, Dian Prima Safitri, and Firman Firman, “Dampak Penggunaan E-Puskesmas dalam Meningkatkan Efektivitas Pelayanan Kesehatan di Puskesmas Pancur Kota Tanjungpinang,” Terang : Jurnal Kajian Ilmu Sosial, Politik dan Hukum, vol. 2, no. 2, pp. 312–324, Jun. 2025, doi: 10.62383/terang.v2i2.1252.

[5] Dinas Kesehatan Kota Tasikmalaya, “PROFIL KESEHATAN 2024,” 2024.

[6] Fery Fadly and Endang Triyanti, “GAMBARAN INDEKS KEPUASAN MASYARAKAT TERHADAP LAYANAN RUJUKAN DI PUSKESMAS CIHIDEUNG, CIPEDES, CILEMBANG, TAMANSARI DAN TAWANG TAHUN 2021,” 2022.

[7] G. Naomi Widia Soya, K. Imasari Tjiptodjojo, and C. Author, “Pengaruh Social Media Marketing dan Word of Mouth terhadap Keputusan Pasien untuk Berobat pada Klinik Utama Glaria Mom and Baby Health,” JEMSI, vol. 7, no. 1, 2025, doi: 10.38035/jemsi.v7i1.

[8] Fajar Firmansyah, Ilham Wibawa Kusumah Dinata, and Luthfy Hanifan Bil Haq, “SMART SISTEM PEMANTAUAN KEPADATAN ANTRIAN PASIEN BERBASIS IOT UNTUK OPTIMALISASI LAYANAN KESEHATAN,” 2025.

[9] F. Nurfitriani and F. Sembiring, “SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN RUMAH SAKIT MENGGUNAKAN METODE SIMPLE ADDITIVE WEIGHT (SAW),” 2021.

[10] M. Alfhi Syari and R. Saragih, “Journal of Mathematics and Technology (MATECH) IMPLEMENTASI METODE SMART DALAM PEMILIHAN ALAT KONTRASEPSI PADA PASANGAN USIA SUBUR Studi Kasus : Puskesmas Kota Datar,” 2024.

[11] D. Syahputra, M. Farhan Azmi, and M. P. Berutu, “Sistem Pendukung Keputusan Pemilihan Laptop Terbaik Dengan Metode SMART Berbasis Web,” 2022.

[12] W. Ode Tanti, P. L. Lokapitasari, and L. N. Hayati, “Sistem Pendukung Keputusan Penentuan Program Studi Perguruan Tinggi Menggunakan Metode SMART Berbasis Web,” vol. 3, no. 2, pp. 106–112, 2022.

[13] S. Achmadi and R. Primaswara Prasetya, “SISTEM PENDUKUNG KEPUTUSAN UNTUK PENILAIAN PELANGGARAN DAN PRESTASI SISWA DENGAN MEMANFAATKAN METODE (SMART) BERBASIS WEB PADA SMK NEGERI 1 SUKOREJO,” 2024.

[14] A. A. Hulu, “Implementasi Metode SMART Dalam Sistem Pendukung Keputusan Pemilihan Kepala Lingkungan (Kepling),” Journal of Computing and Informatics Research, vol. 2, no. 2, pp. 55–68, Mar. 2023, doi: 10.47065/comforch.v2i2.836.

[15] K. V. Fitriani et al., “Ciptaan disebarluaskan di bawah Lisensi Creative Commons Atribusi 4.0 Internasional. SISTEM PENDUKUNG KEPUTUSAN PENERIMA BANTUAN PROGRAM KELUARGA HARAPAN PADA DESA GEMPOL KOLOT DENGAN METODE SMART,” Journal of Information System, Applied, Management, Accounting and Research, vol. 7, no. 3, pp. 681–696, 2023, doi: 10.52362/jisamar.v7i3.1145.

[16] L. M. Huizen, N. Hidayati, and M. B. Ardima, “Perbandingan Metode MOORA dan SMART dalam Kelayakan Pemberian Kredit pada Calon Debitur Koperasi,” AITI: Jurnal Teknologi Informasi, vol. 20, no. Februari, pp. 95–110, 2023.

[17] D. Priyadi, D. R. Nursamsi, and N. G. Setyoningrum, “Pengembangan Sistem Pendukung Keputusan Penentuan Kelayakan Telur Tetas Ayam Menggunakan Metode SAW-WP,” 2025. [Online]. Available: https://e-journal.unper.ac.id/index.php/informatics

[18] I. Pratiwi, S. Anardani, and A. R. Putera, “Rancang Bangun Sistem Informasi Penjadwalan Mata Pelajaran dengan Metode Waterfall,” JDMIS: Journal of Data Mining and Information System, vol. 1, no. 1, pp. 20–28, Feb. 2023, doi: 10.54259/jdmis.v1i1.1513.

[19] A. A. Wahid, “Analisis Metode Waterfall Untuk Pengembangan Sistem Informasi,” 2020.

[20] S. W. Ramdany, S. Aulia Kaidar, B. Aguchino, C. Amelia, A. Putri, and R. Anggie, “Penerapan UML Class Diagram dalam Perancangan Sistem Informasi Perpustakaan Berbasis Web,” 2024.

[21] A. Siregar, A. Satriansyah, R. Hidayat, and M. S. Wijaya, “SISTEM INFORMASI PELAYANAN SURAT MENYURAT DI KELURAHAN DESA SRIWIJAYA LAMPUNG TENGAH,” Jurnal Teknologi Terpadu, vol. 9, no. 1, pp. 15–21, 2023, [Online]. Available: https://journal.nurulfikri.ac.id/index.php/jtt

[22] S. Bahri, “RANCANG BANGUN SISTEM INFORMASI BERBASIS WEB PADA TEACHING FACTORY BAKERY SMK PUTRA ANDA BINJAI,” vol. 8, no. 3, 2020.

[23] D. Y. Abidah, S. Hadi Wijoyo, and K. Rahman, “Pengaruh Platform Visual Studio Code Terhadap Hasil Belajar Siswa pada Mata pelajaran Pemrograman Dasar Kelas X Jurusan Teknik Komputer dan Jaringan SMKN 3 Malang,” 2025. [Online]. Available: http://j-ptiik.ub.ac.id

[24] D. Andriani, D. B. Maritasari, I. Laela, and S. Husnadia, “Pemilihan Teknik Sampling yang Tepat Dalam Penelitian Kualitatif: Literature Review,” Indo-MathEdu Intellectuals Journal, vol. 6, no. 4, pp. 6238–6247, Jul. 2025, doi: 10.54373/imeij.v6i4.3783.

[25] Y. Anis, A. B. Mukti, and A. N. Rosyid, “Penerapan Model Waterfall Dalam Pengembangan Sistem Informasi Aset Destinasi Wisata Berbasis Website,” Media Online), vol. 4, no. 2, pp. 1134–1142, 2023, doi: 10.30865/klik.v4i2.1287.

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Published

2026-10-28

Issue

Section

Decision Support Systems