Innovation and Application of an Intelligent Pharmaceutical Care Model in Community Health Settings

DOI

10.2991/978-2-38476-553-9_85How to use a DOI?

Keywords

community health; intelligent pharmaceutical care; artificial intelligence; Internet of Things

Abstract

Against the backdrop of rising demands for medication management within community health systems, this study develops an intelligent pharmaceutical care model that integrates Internet of Things (IoT) architectures, artificial intelligence (AI), and cloud-based services. Drawing on theories from pharmacy informatics, smart healthcare, and community health management, the proposed framework forms a closed operational loop encompassing data acquisition, intelligent analysis, pharmacist verification, personalized intervention, and behavioral feedback. The model incorporates a multi-source data collection mechanism, an AI-driven medication-risk detection module, a knowledge-graph-enabled reasoning engine, and a digital platform that supports pharmacist decision-making, enabling real-time linkage among health monitoring signals, prescription information, and patient adherence records. Pilot implementations at two community health service centers indicate substantial performance gains over conventional service models. The intelligent system improved the identification of potential medication risks by approximately 69.2%, reduced missed-dose events by 62.7%, and lowered repetitive pharmacist workload by 22.7%. Moreover, key clinical indicators for hypertension and diabetes demonstrated favorable trends under continuous management. These findings confirm that the model strengthens medication safety and contributes to improved health outcomes for community residents. It also offers a transferable technical pathway for accelerating the digital and intelligent transformation of community-based pharmaceutical services.

Copyright

© 2026 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Zhizhi Chen
AU  - Jun Pan
AU  - Xiang Zhang
AU  - Renyi Xie
AU  - Qianqian Wang
PY  - 2026
DA  - 2026/03/25
TI  - Innovation and Application of an Intelligent Pharmaceutical Care Model in Community Health Settings
BT  - Proceedings of the 2025 4th International Conference on Educational Science and Social Culture (ESSC 2025)
PB  - Atlantis Press
SP  - 785
EP  - 796
SN  - 2352-5398
UR  - https://doi.org/10.2991/978-2-38476-553-9_85
DO  - 10.2991/978-2-38476-553-9_85
ID  - Chen2026
ER  -