User Evaluation of a Chat-Based Instant Messaging Support Health Education Program for Patients With Chronic Kidney Disease: Preliminary Findings of a Formative Study

Author:

Chen Nai-JungORCID,Huang Chiu-MiehORCID,Fan Ching-ChihORCID,Lu Li-TingORCID,Lin Fen-HeORCID,Liao Jung-YuORCID,Guo Jong-LongORCID

Abstract

Background Artificial intelligence–driven chatbots are increasingly being used in health care, but few chat-based instant messaging support health education programs are designed for patients with chronic kidney disease (CKD) to evaluate their effectiveness. In addition, limited research exists on the usage of chat-based programs among patients with CKD, particularly those that integrate a chatbot aimed at enhancing the communication ability and disease-specific knowledge of patients. Objective The objective of this formative study is to gather the data necessary to develop an intervention program of chat-based instant messaging support health education for patients with CKD. Participants’ user experiences will form the basis for program design improvements. Methods Data were collected from April to November 2020 using a structured questionnaire. A pre-post design was used, and a total of 60 patients consented to join the 3-month program. Among them, 55 successfully completed the study measurements. The System Usability Scale was used for participant evaluations of the usability of the chat-based program. Results Paired t tests revealed significant differences before and after intervention for communicative literacy (t54=3.99; P<.001) and CKD-specific disease knowledge (t54=7.54; P<.001). Within disease knowledge, significant differences were observed in the aspects of CKD basic knowledge (t54=3.46; P=.001), lifestyle (t54=3.83; P=.001), dietary intake (t54=5.51; P<.001), and medication (t54=4.17; P=.001). However, no significant difference was found in the aspect of disease prevention. Subgroup analysis revealed that while the findings among male participants were similar to those of the main sample, this was not the case among female participants. Conclusions The findings reveal that a chat-based instant messaging support health education program may be effective for middle-aged and older patients with CKD. The use of a chat-based program with multiple promoting approaches is promising, and users’ evaluation is satisfactory. Trial Registration ClinicalTrials.gov NCT05665517; https://clinicaltrials.gov/study/NCT05665517

Publisher

JMIR Publications Inc.

Subject

Health Informatics,Medicine (miscellaneous)

Reference43 articles.

1. Global, regional, and national burden of chronic kidney disease, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017

2. Chronic kidney disease in the United States, 2021Centers for Disease Control and Prevention20222022-11-13https://www.cdc.gov/kidneydisease/publications-resources/CKD-national-facts.html

3. All-cause mortality attributable to chronic kidney disease: a prospective cohort study based on 462 293 adults in Taiwan

4. Track 2: health literacy and health behaviourWorld Health Organization2022-11-12https://www.who.int/teams/health-promotion/enhanced-wellbeing/seventh-global-conference/health-literacy

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