Expert System Technology Using Forward Chaining Method to Assess the Risk Level of Diabetic Foot Infection: Original Research
Abstract
Assessment and care of diabetic feet should always be provided to patients periodically to optimally prevent complications. This necessitates a practical guide that nurses can use to evaluate the risk of wounds in diabetic patients. Previous research has developed protocols for assessing the risk of diabetic foot ulcers; however, these protocols are manual, requiring nurses to spend time determining the risk level of wounds. The aim of this study is to develop a Web-Based Diabetic Foot Infection Risk Scale Application using the Forward Chaining Method. This research utilizes the Stetler model for evidence-based application development. The development process involves three stages: preparation, validation, and analysis. In the first stage, researchers conduct a literature review using literature review protocols and source scientific articles and books, followed by the development of a web-based application using the forward chaining method. There were 19 research articles recruited from three data base scientific (PubMed, Scopus, and Wiley online Library) from 2014-2024. In the second stage, experts will evaluate the content of the application concerning infection risk assessment. Finally, the application is tested. The results of this study have shown that, after testing, the Web-Based Expert System for Diabetic Foot Infection Risk Determination using the forward chaining method can be used and implemented directly by nurses working in diabetic foot care specialty clinics. This research represents an initial stage focusing on assessing infection risk levels, and it is hoped that future research will build upon this study, not only assessing infection risk but also evaluating the potential for diabetic foot ulcers based on assessed risk factors.
References
Bondar, A. C., & Popa, A. R. (2018). Diabetic Neuropathy Prevalence And Its Associated Risk Factors In Two Representative Groups Of Type 1 And Type 2 Diabetes Mellitus Patients From Bihor County. Maedica, 13(3), 229.
Christy, T., & Syafrinal, I. (2019). Sistem Pakar Diagnosa Kerusakan Pada Alat Berat Menggunakan Metode Forward Chaining. JURTEKSI (Jurnal Teknologi Dan Sistem Informasi), 6(1), 93–100.
Hosseinzadeh, T., Ghanbari, A., Paryad, E., Maghsoudi, S., & Alizadeh, M. P. (2019). Research Priorities In Evidence-Based Nursing Cares: A Delphi Survey. Journal Of Health Sciences, 9(1), 9–16.
Jais, S., & Pratama, K. (2023). A Diabetic Foot Wound Healing Assessment Tool: A Scoping Review. Heliyon, 9(5), E15736. Https://Doi.Org/10.1016/J.Heliyon.2023.E15736
Jais, S., Pratama, K., Pradika, J., & Haryanto, H. (2023). The Validity And Efficacy Of A Preventative Intervention Model For Reducing Ulcer Recurrence In Diabetic Patients In Indonesia. SAGE Open Nursing, 9, 23779608231179548. Https://Doi.Org/10.1177/23779608231179549
Kemenkes, R. I. (2018). Hasil Riset Kesehatan Dasar Tahun 2018. Kementrian Kesehatan RI, 53(9), 1689–1699.
Kemenkes RI. (2018). Laporan Provinsi Kalimantan Barat Riskesdas 2018. Riskesdas.
Kristensen, N., Nymann, C., & Konradsen, H. (2016). Implementing Research Results In Clinical Practice- The Experiences Of Healthcare Professionals. BMC Health Services Research, 16(1), 48. Https://Doi.Org/10.1186/S12913-016-1292-Y
Maulinda, H. (2017). Rancang Bangun Sistem Pakar Diagnosa Penyakit Gigi Dan Mulut Menggunakan Metode Forward Chaining Dan Naive Bayes Berbasis Web. UNIVERSITAS NEGERI JAKARTA.
Melnyk, B. M., Gallagher-Ford, L., & Fineout-Overholt, E. (2017). No Title. In Implementing The Evidence-Based Practice (EBP) Competencies In Healthcare : A Practical Guide For Improving Quality, Safety, And Outcomes. Sigma Theta Tau International. Http://Apn.Mhmedical.Com/Content.Aspx?Aid=1189766720
Moran, K. J., & Burson, R. (2017). Assessment Of Glycemic Control. Home Healthcare Now, 35(10), 567.
Pitsillidou, M., Roupa, Z., Farmakas, A., & Noula, M. (2021). Factors Affecting The Application And Implementation Of Evidence-Based Practice In Nursing. Acta Informatica Medica, 29(4), 281.
Pratama, K., Jiu, C. K., Amrullah, S., & Pradika, J. (2018). How To Assess And Prevent The Risk Of Diabetic Foot Ulcer.
Pratama, K., & Phuttikhamin, N. (2017). Diabetic Foot Ulcer Prevention: An Evidence Based Practice. Jurnal Keperawatan Dan Kesehatan, 8(2), 79–84.
Pratama, K., Putra, G. J., Setiawan, D., Djalil, A. D., Jiu, C. K., & Gusmiah, T. (2020). Nursing Technology In Vibration Perception Threshold Testing In Diabetic Peripheral Neuropathy Patients. 1st International Conference On Science, Health, Economics, Education And Technology (Icosheet 2019), 322–325.
Pratama, K., Suriadi, Putra, G. J., Setiawan, D., Djalil, A. D., Jiu, C. K., Usman, & Gusmiah, T. (2020). Nursing Technology In Vibration Perception Threshold Testing In Diabetic Peripheral Neuropathy Patients BT - Proceedings Of The 1st International Conference On Science, Health, Economics, Education And Technology (Icosheet 2019). 322–325. Https://Doi.Org/Https://Doi.Org/10.2991/Ahsr.K.200723.081
Puspaningrum, A. S., Susanto, E. R., & Sucipto, A. (2020). Penerapan Metode Forward Chaining Untuk Mendiagnosa Penyakit Tanaman Sawi. INFORMAL: Informatics Journal, 5(3), 113–120.
Riskesdas. (2018). Laporan. Dinas Kesehatan Kalimantan Barat, 1–493. Https://Dinkes.Kalbarprov.Go.Id/Wp-Content/Uploads/2019/05/Laporan-RKD-2018-Kalbar.Pdf
Rohmatulloh, M. S., Mulyadi, E., & Alamsyah, M. S. (2024). Pengaruh Video Health Education Terhadap Pengetahuan Perawatan Kaki Penderita Diabetes Mellitus Di Desa Cibolang Puskesmas Cibolangkidul. Quantum Wellness: Jurnal Ilmu Kesehatan, 1(1), 21–34.
Schaefer, J. D., & Welton, J. M. (2018). Evidence Based Practice Readiness: A Concept Analysis. Journal Of Nursing Management, 26(6), 621–629. Https://Doi.Org/10.1111/Jonm.12599
Soelistijo, S. A., Novida, H., Rudijanto, A., Soewondo, P., Suastika, K., Manaf, A., Sanusi, H., Lindarto, D., Shahab, A., Pramono, B., Langi, Y. A., Purnamasari, D., Soetedjo, N. N., Saraswati, M. R., Dwipayana, M. P., Yuwono, A., Sasiarini, L., Sugiarto, Sucipto, K. W., & Zufry, H. (2015). Pengelolaan Dan Pencegahan Diabetes Melitus Tipe 2 Di Indonesia 2015. PB. PERKENI.
Stetler, C. B. (2003). Role Of The Organization In Translating Research Into Evidence-Based Practice. Outcomes Management, 7(3), 97–103.
Suriadi, Pratama, K., Fahrain, J., Junaidi, Herman, Pradika, J., Kardiatun, T., Bhakti, W. K., Haryanto, & Suyasa, P. D. (2023). Prevention Strategy For Ulcer Recurrence In Patients With Type II Diabetes Mellitus: A Quasi-Experimental Study. Iranian Journal Of Nursing And Midwifery Research, 28(2), 139–143. Https://Doi.Org/10.4103/Ijnmr.Ijnmr_432_21
Susilo, H., Ihksan, M., Abdillah, N., & Darma, I. Y. (2022). Implementasi Metode Forward Chaining Pada Sistem Pakar Berbasis Web Untuk Mendiagnosa Penyakit Kronis. Jurnal Kesehatan Medika Saintika, 13(2), 292–300.
Suyono, H., & Hambali, H. (2020). Perancangan Alat Pengukur Kadar Gula Dalam Darah Menggunakan Teknik Non-Invasive Berbasis Mikrokontroler Arduino Uno. JTEV (Jurnal Teknik Elektro Dan Vokasional), 6(1), 69–76.
Swenson-Britt, E., & Berndt, A. V. O.-21. (2013). Development And Psychometric Testing Of The Nursing Research Self-Efficacy Scale (NURSES). J Nurs Meas, 1(1), 4–2013. Https://Doi.Org/10.1891/1061-3749.21.1.4
Verina, W. (2015). Penerapan Metode Forward Chaining Untuk Mendeteksi Penyakit THT. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 1(2), 123–138.
Wicahyani, N. K. T., Purnamayanti, N. K. D., & Bukian, P. A. W. Y. (2021). Aplikasi Edukasi Berbasis Video Untuk Meningkatkan Dukungan Keluarga Mencegah Komplikasi Kaki Diabetes. Jurnal Kesehatan, 14(1), 79–86.
Zaki, A., Defit, S., Sumijan, S., & Fauzana, R. (2023). Sistem Pakar Menggunakan Metode Forward Chaining Untuk Mendeteksi Kerusakan Jaringan Internet (Studi Kasus: Di Layanan Internet Diskominfotik Sumatera Barat). Jurnal Nasional Teknologi Dan Sistem Informasi, 9(3), 227–236.
Copyright (c) 2024 Indonesian Journal of Global Health Research

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



