Perbandingan Metode Trend Projection dan Triple Exponential Smoothing Peramalan Jumlah Kebutuhan Vaksin pada Balita
DOI:
https://doi.org/10.32493/jtsi.v7i1.37835Keywords:
Trend Projection Method, Triple Exponential Smoothing Method, Vaccine, ForecastingAbstract
The demand for vaccines for toddlers at the Rasmi Pekan Bahorok Clinic is currently considered not optimal. There is still a tendency to buy vaccines excessively, which results in the accumulation of vaccine stocks in storage. This increases the risk that the vaccine will become ineffective because it has passed its expiration date, while if the number of immunization vaccines is reduced, it could result in a shortage of vaccines for children. The lack of a proper calculation process to determine vaccine needs often results in errors in estimating the amount needed. As a result, vaccine stock at the Rasmi Pekan Bahorok Clinic is currently unstable. This situation is a problem at the clinic, so it is necessary to implement a forecasting system to calculate the vaccine stock that will be available each following month. To deal with this problem, it is necessary to forecast or predict to understand the situation in the future using past data. This can help in managing vaccine stocks to remain stable and optimize company operations. Therefore, a system was developed that can predict the number of vaccines needed. This system is expected to assist in decision making to resolve problems that arise. The methods used in this information system include the Trend Projection method and the Triple Exponential Smoothing method.
References
Aritonang, F. S., Sarkis, I. M., & Situmorang, A. (2022). Peramalan Penyediaan Jumlah Vaksin Untuk Balita Dengan Metode Trend Projection di Dinas Kesehatan Kabupaten Toba. Jurnal Ilmiah Sistem Informasi METHOSISFO, 2(1), 37–43.
Asrul, B. E. W. (2022). Implementasi Metode Double Exponential Smoothing Untuk Prediksi Hasil Panen Sayuran Kentang. Jurnal Fokus Elektroda: Energi Listrik, Telekomunikasi, Komputer, Elektronika Dan Kendali), 7(3), 193–199.
Astuti, D., Wigati, A., & Mundriyastutik, Y. (2023). Faktor-Faktor Yang Berhubungan Dengan Ketersediaan Tempat Penyimpanan Dan Pengelolaan Vaksin Imunisasi Dasar Pada Anak. Jurnal Ilmu Keperawatan Dan Kebidanan, 14(1), 38–48.
Azzahra, A., Ramdhan, W., & Kifti, W. M. (2022). Single Exponential Smoothing: Metode Peramalan Kebutuhan Vaksin Campak. Edumatic: Jurnal Pendidikan Informatika, 6(2), 215–223. https://doi.org/10.29408/edumatic.v6i2.6299
Christian, A., Hesinto, S., & Agustina, A. (2018). Rancang Bangun Website Sekolah Dengan Menggunakan Framework Bootstrap (Studi Kasus SMP Negeri 6 Prabumulih). Jurnal Sisfokom (Sistem Informasi Dan Komputer), 7(1), 22–27.
Fitria, V. A., & Hartono, R. (2022). Forecasting the Number of Passengers in Malang City Tour and Travel Silhouettes Using the Triple Exponential Smoothing Method. Jurnal Ilmiah Teknologi Informasi Asia, 11(1), 15-28.
Hapsari, G., & Utomo, S. H. T. (2022). ADAPTASI KEBIASAAN BARU (POST PANDEMI) BAGI PARA PENGGUNA KRL COMMUTER LINE JOGJA-SOLO. Jurnal Penelitian Sekolah Tinggi Transportasi Darat, 13(1), 13–25.
Kurniawan, T., Samsudin, S., & Triase, T. (2021). Implementasi Layanan Firebase pada Pengembangan Aplikasi Sewa Sarana Olahraga Berbasis Android. Jurnal Informatika Universitas Pamulang, 6(1), 13-22. https://doi.org/10.32493/informatika.v6i1.10270
Larasari, A. C., & Zulaikha, F. (2021). Hubungan Status Imunisasi dan Status Gizi terhadap Kejadian Infeksi Saluran Pernafasan Akut pada Balita: Literature Review.
Masturoh, M. (2021). Perencanaan Program Imunisasi Dalam Upaya Pencapaian Universal Child Immunization (UCI) di UPTD Puskesmas Rajapolah Kabupaten Tasikmalaya Tahun 2021. Universitas Siliwangi.
Mulyani, E. D. S., Sambani, E. B., & Cahyana, R. (2020). Aplikasi Peramalan Pengadaan Barang Dengan Metode Trend Projection Dan Metode Single Exponential Smoothing (Studi Kasus Di Toko Pionir Jaya). Seminar Nasional Informatika, 1(1), 260–266.
Nikmatillahi, Y., Setiatin, S., & Wiyaksa, I. M. (2021). Optimalisasi Alur Pelayanan Vaksinasi Covid-19 di RSU X Kota Bandung Tahun 2021. Jurnal Health Sains, 2(8), 1109–1117.
Prasetia, A., Suriati, S., & Usman, A. (2022). Implementasi Metode Trend Moment Untuk Prediksi Data Penjualan Sparepart Sepeda Motor. Jurnal Sistem Informasi Dan Ilmu Komputer Prima (JUSIKOM PRIMA), 5(2), 73–79.
pujalestari Nainggolan, I., & Rosnelly, R. (2023). Penerapan Metode Trend Projection Dalam Persediaan Swallow Pada PT. Garuda Mas Perkasa. Jurnal Info Digit (JID), 1(1), 374–387.
Samsudin. (2018). Penentuan Penerimaan Remunerasi Dosen Dengan Rule Based Reasoning. Journal of Materials Processing Technology, 1(1), 1–8.
Santoso, A., Kurniawati, E., & Dhani, A. U. (2023). Kajian Pelaksanaan Verifikasi Dan Validasi Data Terpadu Kesejahteraan Sosial (DTKS) Di Kota Semarang. Jurnal Riptek, 17(1), 79–94. https://doi.org/10.35475/riptek.v17i1.176
Suendri, S., Triase, T., & Afzalena, S. (2020). Implementasi Metode Job Order Costing Pada Sistem Informasi Produksi Berbasis Web. JS (Jurnal Sekolah), 4(2), 97–106.
Suprihanto, J., & Putri, L. P. (2021). Manajemen Sumber Daya Manusia. UGM PRESS.
Vimala, J., & Nugroho, A. (2022). Forecasting Penjualan Obat Menggunakan Metode Single, Double, Dan Triple Exponential Smoothing ( Studi Kasus : Apotek Mandiri Medika). IT-Explore: Jurnal Penerapan Teknologi Informasi Dan Komunikasi, 1(2), 90–99. https://doi.org/10.24246/itexplore.v1i2.2022.pp90-99
Wahid, A. A. (2020). Analisis Metode Waterfall Untuk Pengembangan Sistem Informasi. J. Ilmu-Ilmu Inform. Dan Manaj. STMIK, No. November, 1–5.
Yuliani, W., & Supriatna, E. (2023). Metode Penelitian Bagi Pemula. Penerbit Widina.
Zulfa, A., Zufria, I., & Triase, T. (2021). Penerapan Metode Moora-Waspas Pada Sistem Penentuan Calon Penerima Subsidi Tunjangan Fungsional Guru Bpns Di Sma Tamansiswa Tapian Dolok. JISTech (Journal of Islamic Science and Technology), 6(2).
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