Main Article Content

Willy Willy
Haryono
Handri Santoso
Ito Wasito

Abstract

Patient safety in a hospital is a healthcare service that is safe and non-harmful to patients. All components of healthcare services (doctors, nurses, and other health teams) in hospitals must be aware of and care about patient safety while in the hospital. One of the most important components is monitoring the temperature of the medicine refrigeration. Human resources or work overload often leads to the need for more monitoring of the temperature of medicine refrigeration. Therefore, IoT technology can be the solution to assist in monitoring the temperature of the medicine refrigerator. The method used in this study is observation. Based on the conducted research, it is proven that the IOT system for temperature monitoring can reduce missed temperature records. The results of this study indicate that the DHT22 sensors have good accuracy as they remain within the accuracy range of the room thermometer used as a reference,  with a temperature reading accuracy of ±1oC and a maximum temperature measurement limit of 70oC. The data collection process uses the ESP8266 as the microcontroller, which is then connected to the DHT22 module as a temperature and humidity sensor and sends a database every 30 seconds. The real-time temperature and humidity measurement results can be viewed through mobile apps using the Flutter programming language and the website. If the temperature exceeds 8oC, the fan LED will automatically turn on and send notifications to WhatsApp registered using Python and Twilio. Furthermore, the existing data can be analyzed using a machine learning model, enabling the prediction of when the refrigerator will be damaged as a preventive measure

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How to Cite
Willy, W., Haryono, H., Santoso, H., & Wasito, I. (2023). Prototype temperature monitoring system for medicine refrigeration in the pharmaceutical installation . Journal of Intelligent Decision Support System (IDSS), 6(3), 178-190. https://doi.org/10.35335/idss.v6i3.159
References
Adhi, S. N., & Ningsih, K. P. (2020). Manajemen Data Standar Pelayanan Minimal Rumah Sakit. Jurnal Rekam Medis Dan Informasi Kesehatan, 3(2). https://doi.org/10.31983/jrmik.v3i2.6288
Herikurniawan. (2020). Patient safety and international patient safety goals (IPSGS) in the field of respirology. Indonesian Journal of Chest, 7(1).
Hughes-Lartey, K., Li, M., Botchey, F. E., & Qin, Z. (2021). Human factor, a critical weak point in the information security of an organization’s Internet of things. Heliyon, 7(3). https://doi.org/10.1016/j.heliyon.2021.e06522
Humayun, M., Jhanjhi, N. Z., Alsayat, A., & Ponnusamy, V. (2021). Internet of things and ransomware: Evolution, mitigation and prevention. In Egyptian Informatics Journal (Vol. 22, Issue 1). https://doi.org/10.1016/j.eij.2020.05.003
Irwanti, F., Guspianto, G., Wardiah, R., & Solida, A. (2022). Hubungan Komunikasi Efektif dengan Pelaksanaan Budaya Keselamatan Pasien di RSUD Raden Mattaher Provinsi Jambi. Jurnal Kesmas Jambi, 6(1), 32–41. https://doi.org/10.22437/jkmj.v6i1.15551
Jannah, F. (2020). Knowledge of Nurses about Third Goal International Patients Safety Goal. JPK : Jurnal Proteksi Kesehatan, 9(1). https://doi.org/10.36929/jpk.v9i1.239
JCI. (2017). International Patient Safety Goals (IPSGs). The Joint Commission International.
Joshi, D. C., & Saini, R. S. (2022). Awareness and Compliance to International Patient Safety Goals among Healthcare Personnel of a Tertiary Care Hospital in Northern India. JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH. https://doi.org/10.7860/jcdr/2022/58145.17113
Kalsoom, Z., Victor, G., Virtanen, H., & Sultana, N. (2022). What really matters for patient safety: Correlation of nurse competence with international patient safety goals. Journal of Patient Safety and Risk Management. https://doi.org/10.1177/25160435221133955
Kamalia, L. O. (2022). Manajemen Pelayanan Rumah Sakit dan Puskesmas. Book, 490(Januari).
Kobayashi, K., Ando, K., Nakashima, H., Machino, M., Kanbara, S., Ito, S., Inoue, T., Yamaguchi, H., Ishiguro, N., & Imagama, S. (2021). Challenges for Joint Commission International accreditation: performance of orthopedic surgeons based on International Patient Safety Goals. Nagoya Journal of Medical Science, 83(1). https://doi.org/10.18999/nagjms.83.1.87
Kristianto, Y. (2019). Pengembangan Sistem Informasi Manajemen. Seminar Nasional Pascasarjana 2019.
Kumar, R. L., Khan, F., Kadry, S., & Rho, S. (2022). A Survey on blockchain for industrial Internet of Things: Blockchain for Internet of Things. Alexandria Engineering Journal, 61(8). https://doi.org/10.1016/j.aej.2021.11.023
Kurniawan, H. (2020). Patient safety and international patient safety goals (IPSGS) in the field of respirology. Indonesian Journal of Chest, 7(1).
Li, S., Xu, L. Da, & Zhao, S. (2018). 5G Internet of Things: A survey. In Journal of Industrial Information Integration (Vol. 10). https://doi.org/10.1016/j.jii.2018.01.005
Nurhanifah, N., Kamil, H., Syahrul, S., Marlina, M., & Marianthi, D. (2021). The Relationship between Nurse’s Characteristics and Motivation with the Implementation of International Patient Safety Goal. Media Karya Kesehatan, 4(2). https://doi.org/10.24198/mkk.v4i2.34665
Nuryanti. (2019). Peran Self Efficacy Dalam Memediasi Pengaruh Persepsi Biaya Pendidikan, Kondisi Ekonomi Orang Tua, Dan Linhkungan Teman Sebaya Terhadap Minat Melanjutkan S2. 1–235.
Saryadi, S. (2022). Organisasi dan Manajemen Pelayanan Kesehatan. In Tata Mutiara Hidup Indonesia.
Simanjuntak, M. R., Pasaribu, N. D., & Sibagariang, E. E. (2020). Manajemen sumber daya manusia dengan waktu tunggu pasien di pelayanan farmasi Rumah Sakit X. Jurnal Prima Medika Sains, 2(2). https://doi.org/10.34012/jpms.v2i2.973
Sukmawati E, wahyunita yulia sari, & indah sulistyoningrum. (2018). Farmakologi Kebidanan. Trans Info Media (TIM). https://scholar.google.com/scholar?oi=bibs&cluster=11760770443894442881&btnI=1&hl=id
The Joint Commission International. (2017). International Patient Safety Goals (IPSGs). The Joint Commission International, February 2018.
Wiwoho Mudjanarko, S., Winardi, S., & Daniel Limantara, A. (2017). Pemanfaatan Internet of Things (Iot) Sebagai Solusi Manejemen Transportasi Kendaraan Sepeda Motor. Seminar Nasional Aplikasi Teknologi Prasarana Wilayah X (ATPW), August.