Evidence map›Paper›PMID 42430231›Full record

ArticleJMIR formative research2026

Effects of an e-Coach Program on the Knowledge, Attitude, and Practice of Patients Self-administering Their First Insulin Injection: Quasi-Experimental Study.

Mengtian Zhang, Lishuang Zhao, Hui Huang, Zaixiang Tang, Liping Tan, Xiaoyan Zhang, Fengmei Tian

Abstract read
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Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Mengtian Zhang *Department of Medical Record Statistics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.ORCID 0009-0003-3006-980X
Lishuang Zhao *Department of Endocrinology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.ORCID 0000-0002-4675-7151
Hui HuangDepartment of Nursing, The Second Affiliated Hospital of Soochow University, No. 1055, Sanxiang Road, Gusu District, Suzhou, Jiangsu, China, 86 512-67783320.ORCID 0009-0006-0246-0029
Zaixiang TangDepartment of Epidemiology and Biostatistics, School of Public Health, Medical College, Soochow University, Suzhou, Jiangsu, China.ORCID 0000-0003-4981-3347
Liping TanDepartment of Nursing, The Second Affiliated Hospital of Soochow University, No. 1055, Sanxiang Road, Gusu District, Suzhou, Jiangsu, China, 86 512-67783320.ORCID 0000-0002-1773-0435
Xiaoyan ZhangDepartment of Endocrinology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.ORCID 0009-0003-4291-3529
Fengmei TianDepartment of Nursing, The Second Affiliated Hospital of Soochow University, No. 1055, Sanxiang Road, Gusu District, Suzhou, Jiangsu, China, 86 512-67783320.ORCID 0000-0003-3465-0696

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The current level of insulin knowledge, attitudes, and practices of patients self-administering their first insulin injection needs to be improved. There is an emerging need to develop a program for patients self-administering their first insulin injection based on the e-coach model derived from the temporal self-regulation theory. Objective: This study aimed to examine the effectiveness of a temporal self-regulation theory-based e-coach program on the knowledge, attitude, and practice of patients self-administering their first insulin injection. Methods: A quasi-experimental research design was used, and the study adhered to the Transparent Reporting of Evaluations with Nonrandomized Designs statement. The study was developed and evaluated in a level IIIA hospital between May 1 and December 1, 2022, in Suzhou, Jiangsu Province, China. The control group received care as usual. The intervention group received a self-regulation program called the e-coach program: the "COACHING" implementation steps. The insulin attitude scores and insulin knowledge-practice scores were compared using repeated-measures ANOVA. In particular, given that baseline blood glucose monitoring frequency differed significantly between the 2 groups, thereby compromising their comparability, a repeated-measures analysis of covariance (ANCOVA) was performed, with monitoring frequency entered as a covariate. This approach was adopted to enhance the scientific rigor of the findings and reduce potential bias. Results: In total, 86 patients were enrolled; of these, 75 patients were followed up, 40 in the experimental group and 35 in the control group. Repeated-measures ANOVA results revealed statistically significant between-group effects (F1,73=47.67, P<.001), time effects (F2,146=5.02, P=.02), and interaction effects (F2,146=4.75, P=.03) for total insulin knowledge scores in both groups. In both groups, statistically significant between-group effects (F1,73=16.04, P<.001) and interaction effects (F2,146=12.52, P<.001) were observed for total insulin attitude scores, but time effects (F2,146=2.47, P=.11) were not statistically significant. In both groups, statistically significant between-group effects (F1,73=0.66, P=.004) were observed for total insulin practice scores, but time effects (F2,146=1.05, P=.35) and interaction effects (F2,146=2.82, P=.08) were not statistically significant. Conclusions: The e-coach program based on the TST was effective in improving insulin knowledge and insulin attitude but was not proven effective for insulin practice. A longer follow-up study is needed to uncover its long-term benefits on clinical outcomes.

Indexed as

Health Knowledge, Attitudes, PracticeHypoglycemic AgentsInsulinSelf AdministrationAdultChinaFemaleHumansMaleMiddle AgedSurveys and QuestionnairesHypoglycemic AgentsInsulinattitudee-coachinitial insulin injectionknowledgepracticetemporal self-regulation theory

Identifiers

PMID42430231
PMCPMC13359486

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.