Journal of Advanced Health Informatics Research
Vol. 4 No. 1 (2026)

Development of Smartotc Mobile Application with Clinical Decision Support System (CDSS) to Support Pharmacists in Managing Common Cold

Ikhwan Yuda Kusuma (Universitas Harapan Bangsa)
Khaniva Khalilia Alazhar (Unversitas Harapan Bangsa)
Peppy Octaviani (Unversitas Harapan Bangsa)
András Érszegi (Institute of Clinical Pharmacy, Faculty of Pharmacy,University of Szeged, Szeged, Hungary.)
Muhammad Iqbal (School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, United Kingdom.)
Muhammad Syaiful Aliim (Universitas Jenderal Soedirman, Indonesia)



Article Info

Publish Date
31 Jul 2026

Abstract

Common cold is a highly prevalent self-limiting respiratory illness and a frequent reason for self-medication and community pharmacy consultations. Variability in pharmacists’ clinical decision-making may affect the quality of care, highlighting the need for evidence-based decision-support tools. This study developed SmartOTC, a mobile application incorporating a Clinical Decision Support System (CDSS) to support pharmacists in managing common cold cases through symptom assessment, over-the-counter medication recommendations, patient education, and referral support. A pilot quasi-experimental before-and-after study was conducted among 10 community pharmacists in Indonesia as part of a preliminary evaluation of the application. The application was developed using Android Studio and a Python-based CDSS algorithm and evaluated through functional feasibility, task performance, usability, user experience, and expert validation assessments. SmartOTC demonstrated high technical performance, achieving a 92.73% success rate, a 0% crash rate, and a mean response time of 2.89 seconds. Significant improvements in task performance and response times were observed following implementation. However, these findings should be interpreted within the context of a pilot study with a limited sample size. The application demonstrated positive user experience and strong content validity, while usability outcomes suggested opportunities for further improvement. The findings are further limited by the single-site study setting and the absence of patient-level outcome evaluation. SmartOTC shows promise as a digital decision-support tool to support pharmacists in the management of common cold cases and warrants further evaluation in real-world pharmacy practice.

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Journal Info

Abbrev

jahir

Publisher

Subject

Computer Science & IT Control & Systems Engineering Engineering Medicine & Pharmacology Public Health

Description

Journal of Advanced Health Informatics Research (JAHIR) is a scientific journal that focuses on the application of computer science to the health field. JAHIR is a peer-reviewed open-access journal that is published three times a year (April, August and December). The scientific journal is published ...