Evidence mapPaperPMID 41719489Full record

ArticleJournal of medical Internet research2026

Validation of the Simplified Chinese Clear Communication Index Using Diabetes Education Materials: Instrument Adaptation and Validation Study.

Lu Liu, Yi Chen, Xiaoqi Li, Hanyu Du, Rong Gui, Huiqing Jin, Fengfei Chen, Yujun Lin, Qiuhuan Huang, Yingge Tong

Abstract readValidation Study
In one paragraph

Article in Journal of medical Internet 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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Lu Liu *Department of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0004-6323-4696
Yi Chen *Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy.ORCID http://orcid.org/0000-0003-1819-8580
Xiaoqi LiDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0000-9847-6418
Hanyu DuDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0002-6632-8853
Rong GuiDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0006-6086-4806
Huiqing JinDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0005-8705-083X
Fengfei ChenDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0002-1948-6664
Yujun LinDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0009-0003-9996-1564
Qiuhuan HuangAffiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi Zhuang Autonomous Region, China.ORCID http://orcid.org/0009-0000-2247-2525
Yingge TongDepartment of Nursing, School of Public Health and Nursing, Hangzhou Normal University, No. 2318, Yuhangtang Road, Hangzhou, 311121, China, 8615785423928.ORCID http://orcid.org/0000-0003-1342-9044

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In the postpandemic context, the surge of digital health information has intensified public demand for clear and practical communication, particularly in China, where health literacy disparities persist. The Clear Communication Index, developed by the US Centers for Disease Control and Prevention (CDC), is a standardized tool for assessing the clarity and actionability of health materials, but no version adapted to the simplified Chinese context has been established. Objective: This study aims to translate and culturally adapt the Clear Communication Index into simplified Chinese, and subsequently validate its psychometric properties using diabetes health communication materials from provincial CDCs across Mainland China, a disease area with a substantial public health burden and strong reliance on health education. Methods: Following a standardized cross-cultural process (forward-back translation and expert review), we developed the simplified Chinese version of the Clear Communication Index (C-CCI) and finalized a 12-item scale across 4 dimensions (Main Message and Call to Action, Behavioral Recommendations, Numbers, Risk) with yes or no scoring (0-100). One top-ranked diabetes health education material was sampled from each provincial CDC website in Mainland China (30/31 included; 96.8%) on May 18, 2025. Twelve raters with multidisciplinary backgrounds completed a 3-week standardized training program and independently evaluated each article (360 ratings). Structural validity was examined using exploratory factor analysis and confirmatory factor analysis. Content validity was assessed by the item-level content validity index and the scale-level content validity index/average. Reliability was evaluated by internal consistency (Cronbach α) and inter-rater agreement (Fleiss kappa), while convergent/discriminant validity was assessed using composite reliability and average variance extracted (AVE). Results: The 4-factor structure was supported. Content validity was high, with the scale-level content validity index/average values of 0.976 for clarity and 1 for relevance. Overall reliability was acceptable (Cronbach α=0.837), with particularly strong internal consistency in the Risk dimension (Cronbach α=0.910). Inter-rater agreement was substantial (κ=0.624). Convergent validity (composite reliability=0.897-0.914; AVE=0.645-0.831) and discriminant validity were satisfactory. Application to 30 provincial CDC websites yielded a mean C-CCI score of 53.84 (SD 29.74), well below the recommended threshold of 90. No significant regional differences were observed in total scores; however, Behavioral Recommendations scored slightly higher in western provinces than in eastern and central regions (η²=0.034), representing a small effect size with limited practical significance. Conclusions: The C-CCI demonstrated good validity, reliability, and feasibility for evaluating simplified Chinese health communication materials. These findings underscore the need to strengthen health communication practices in China and encourage provincial CDCs to align material development with national health literacy goals. Integrating the C-CCI into routine CDC review protocols could support evidence-based quality assurance and advance clearer, more actionable public health communication nationwide.

Indexed as

CommunicationDiabetes MellitusHealth EducationChinaHealth LiteracyHumansPsychometricsReproducibility of Resultsclear communication indexcross-cultural adaptationdiabetes educationhealth education materialshealth literacypsychometric validationpublic health communicationsimplified Chinese

Identifiers

PMID41719489
PMCPMC12923098

What Socratic holds

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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 Socratic graph.