Decision Model for Best Contraceptive Technique Recommendation Based on Patient's Ideal Profile
DOI:
10.33395/sinkron.v10i1.15377Keywords:
Decision Making Model, Contraception, Profile Matching, Patient Ideal ProfileAbstract
Choosing the right contraceptive method is essential to support the success of family planning programs. Many patients still choose methods without considering their medical conditions, which can lead to failure or side effects. This study designed a decision-making model based on Profile Matching to recommend contraceptive methods according to the patient’s ideal profile. The dataset was obtained from Faskes Level 1 Udayana Denpasar. Validation was conducted through discussions with midwives as experts, referring to the KLOP KB Wheel as the standard issued by the WHO. The evaluation results show a high level of agreement between the model’s recommendations and expert judgments, indicating that the model provides more objective and easily understood recommendations compared to manual approaches.
Downloads
References
Akmaludin, A., Sihombing, E. G., Dewi, L. S., Rinawati, R., & Arisawati, E. (2022). Collaboration of Profile Matching and MCDM-AHP Methods on Employee Selection for Promotion. SinkrOn, 7(2), 321–332. https://doi.org/10.33395/sinkron.v7i1.11203
BKKBN. (2020). Rencana Strategis Badan Kependudukan dan Keluarga Berencana Nasional. Retrieved from www.peraturan.go.id
Çelik Ertuğrul, D., & Bitirim, S. (2025). Job recommender systems: a systematic literature review, applications, open issues, and challenges. Journal of Big Data (Vol. 12). Springer International Publishing. https://doi.org/10.1186/s40537-025-01173-y
Desty Nurmayanti, Tuti Haryanti, Laila Septiana, & Siti Nurdiani. (2022). Penerapan Metode Profile Matching untuk Sistem Penunjang Keputusan Pemilihan Karyawan Terbaik. SATIN - Sains Dan Teknologi Informasi, 8(1), 118–128. https://doi.org/10.33372/stn.v8i1.838
Eric R Cohn, J. R. Z. (2022). Profile Matching for the Generalization and Personalization of Causal Inferences. PubMed Disclaimer, 1;33(5), 678-688. https://doi.org/10.1097/EDE.0000000000001517
Gede Iwan Sudipa, I., Junifer Pangaribuan, J., Trihandoyo, A., Aristo Jansen Sinlae, A., Putra Barus, O., Umar, N., … Arni, S. (2023). Sistem Pendukung Keputusan. PT. Mifandi Mandiri Digital.
Gomez, A. M., Bennett, A. H., Arcara, J., Stern, L., Bardwell, J., Cadena, D., … Marshall, C. (2024). Estimates of use of preferred contraceptive method in the United States: a population-based study. The Lancet Regional Health - Americas, 30, 100662. https://doi.org/10.1016/j.lana.2023.100662
Harahap, F. R., Siregar, Y. S., & Wulan, N. (2024). Sistem Pendukung Keputusan Dalam Pemilihan Alat Kontrasepsi Dengan Metode Profile Matching. Digital Transformation Technology, 4(1), 355–363. https://doi.org/10.47709/digitech.v4i1.3872
Harris, M. L., Egan, N., Forder, P. M., Bateson, D., Sverdlov, A. L., Murphy, V. E., & Loxton, D. (2022). Patterns of contraceptive use among young Australian women with chronic disease: findings from a prospective cohort study. Reproductive Health, 19(1), 1–14. https://doi.org/10.1186/s12978-022-01413-x
Heri Purwanto, Rikky Wisnu Nugraha, Azis Masum, Teguh Wiharko, Fahmi Reza Ferdiansyah, Rudy Sofian, A. S. (2024). Proceedings of the Widyatama International Conference on Engineering 2024 (WICOENG 2024). Widyatama International Conference on Engineering 2024 (WICOENG 2024), (Vol. 252). Atlantis Press International BV. https://doi.org/10.2991/978-94-6463-618-5
Hugo, V. N., Sekarsari, Y. A., Ayu, I., Calista, P., Putri, K., Ainia, Q., & Sudipa, I. G. I. (2025). Application of ELECTRE Method for Selection of Diet Instant Noodles, 2(1), 11–20. https://doi.org/https://doi.org/10.70103/galaksi.v2i1.51
Khalfallah, H. Ben, Jelassi, M., Demongeot, J., & Saoud, N. B. Ben. (2023). Decision support systems in healthcare: systematic review, meta-analysis and prediction, with example of COVID-19. AIMS Bioengineering, 10(1), 27–52. https://doi.org/10.3934/bioeng.2023004
Mahanova, T., & Tkachenko, N. (2021). Conjoint analysis to understand preferences of contraceptives among women of reproductive age in Ukraine. Pharmacia, 68(2), 291–299. https://doi.org/10.3897/PHARMACIA.68.E62794
Maulidah, S. B. J., Sudipa, I. G. I., Fittryani, Y. P., Widiartha, K. K., & Winatha, K. R. (2024). Determination of MSMEs Business Feasibility Decisions using the Profile Matching Method. Sinkron, 8(3), 1313–1325. https://doi.org/10.33395/sinkron.v8i3.13638
Nada, M., Mariska, D., & Debora, N. (2020). KONTRASEPSI HORMONAL DAN NON HORMONAL.
Nguyen, A. T., Curtis, K. M., Tepper, N. K., Kortsmit, K., Brittain, A. W., Snyder, E. M., … Whiteman, M. K. (2024). Morbidity and Mortality Weekly Report (MMWR). Retrieved from https://www.cdc.gov/mmwr/volumes/73/rr/rr7304a1.htm?utm_source=chatgpt.com
Rikala, P., Braun, G., Järvinen, M., Stahre, J., & Hämäläinen, R. (2024). Understanding and measuring skill gaps in Industry 4.0 — A review. Technological Forecasting and Social Change, 201(June 2023). https://doi.org/10.1016/j.techfore.2024.123206
Soares, T. G., Abidin, A. Z., & Wahyuningrum, T. (2022). Combining Analytical Hierarchy Process Method - Profile Matching Method for the Best Dean’s List Selection. PriMera Scientific Engineering, 2(1). https://doi.org/10.56831/psen-02-026
Wyatt, K. D., Anderson, R. T., Creedon, D., Montori, V. M., Bachman, J., Erwin, P., & LeBlanc, A. (2020). Women’s values in contraceptive choice: A systematic review of relevant attributes included in decision aids. BMC Women’s Health, 14(1). https://doi.org/10.1186/1472-6874-14-28
Yeh, P. T., Kautsar, H., Kennedy, C. E., & Gaffield, M. E. (2022). Values and preferences for contraception: A global systematic review. Contraception, 111, 3–21. https://doi.org/10.1016/j.contraception.2022.04.011
Downloads
How to Cite
Issue
Section
License
Copyright (c) 2025 Veronika Novia Hugo, I Gede Iwan Sudipa, Luh Gede Bevi Libraeni, Indra Pratistha, Ketut Jaya Atmaja

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.


Moraref
PKP Index
Indonesia OneSearch
OCLC Worldcat
Index Copernicus
Scilit




















