Evidence map›Paper›PMID 40324764›Full record

ArticleJournal of medical Internet research2025

Physical, Mental, and Health Empowerment Disparities Across Chronic Obstructive Pulmonary Disease, Asthma, and Combined Groups and the Moderating Role of eHealth Literacy: Cross-Sectional Study.

Jiaying Li, Xiaobing Wu, Yibo Wu, Daniel Yee Tak Fong, Yang Song, Siyi Xu, Changhwan Kim, Xiaohong Lin, Vinciya Pandian

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

9 authors.

Jiaying Li *School of Nursing, Johns Hopkins University, Baltimore, MD, United States.ORCID https://orcid.org/0000-0002-5473-4320
Xiaobing Wu *Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0003-4644-2325
Yibo Wu *School of Public Health, Peking University, Beijing, China.ORCID https://orcid.org/0000-0001-9607-313X
Daniel Yee Tak FongSchool of Nursing, University of Hong Kong, Hong Kong, China (Hong Kong).ORCID https://orcid.org/0000-0001-7365-9146
Yang SongSchool of Nursing, Guangzhou University of Chinese Medicine, Guangzhou, China.ORCID https://orcid.org/0000-0003-3029-7629
Siyi XuSchool of Nursing, Guangzhou University of Chinese Medicine, Guangzhou, China.ORCID https://orcid.org/0000-0003-4177-3723
Changhwan KimSchool of Nursing, Johns Hopkins University, Baltimore, MD, United States.ORCID https://orcid.org/0000-0002-8545-5244
Xiaohong LinGuangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.ORCID https://orcid.org/0009-0005-0899-6062
Vinciya PandianRoss and Carol Nese College of Nursing, The Pennsylvania State University; College of Medicine, The Pennsylvania State University; Hershey Center for Immersive Learning and Digital Innovation, The Pennsylvania State University, University Park, PA, United States.ORCID https://orcid.org/0000-0002-2260-1080

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNonpharmacological management plays a key role in enhancing the quality of life for individuals with chronic obstructive pulmonary disease (COPD), asthma, or both. However, disparities in their physical, mental, and health empowerment outcomes have not been fully explored, particularly in relation to the moderating effect of eHealth literacy.

objectiveThis study aims to assess these disparities and examine how eHealth literacy moderates them to guide the development of tailored nonpharmacological strategies.

methodsWe analyzed data from 2 waves of the nationally representative "Psychology and Behavior Investigation of Chinese Residents" surveys to identify participants who self-reported asthma, COPD, or both. We assessed 5 physical outcomes (quality of life, physical activity, sleep quality, appetite, nicotine dependence), 4 mental outcomes (anxiety, depression, perceived stress, resilience), and 3 health empowerment measures (social support, self-efficacy, eHealth literacy). Multiple regression with Holm-Bonferroni corrections revealed health disparities and the moderation effect of eHealth literacy.

resultsThis unfunded study enrolled 1044 participants between June 2022 and August 2023, with data analysis completed within 7 months following data collection. The sample included 254 (24.3%) participants with asthma, 696 (66.7%) participants with COPD, and 95 (9.1%) participants with both conditions. The mean age of the participants was 48.61 (SD 19.70) years, and 536 (51.3%) participants were male. Linear regression showed that individuals with both COPD and asthma had lower health-related quality of life and higher anxiety and depression compared with those with either condition alone (b ranges from -0.15 to 3.35). This group also showed higher nicotine dependence than asthma-only (b=0.88) and lower resilience than COPD-only groups (b=-0.76) (all adjusted P<.05). eHealth literacy significantly moderated the effect of the disease group on all outcomes except physical activity (all adjusted P for interaction <.05). Nine disease pairs showed disparities in both eHealth literacy groups, 4 only in high literacy, and 8 only in low literacy (all P<.05).

conclusionsIndividuals with both COPD and asthma had poorer quality of life, greater anxiety and depression, higher nicotine dependence, and lower resilience, underscoring the need for integrated psychosocial and behavioral interventions. Although higher eHealth literacy was associated with improved quality of life, sleep quality, and resilience, it also widened disparities in anxiety and depression. Therefore, while enhancing eHealth literacy may help reduce overall health inequities among patients with chronic respiratory diseases, its potential adverse effects on mental well-being warrant careful attention. Moreover, lower eHealth literacy was linked to more pronounced disparities, indicating that outreach efforts and digital resources should be specifically designed to reach and empower vulnerable populations. Overall, our findings advocate for condition-specific, eHealth-enhanced care pathways that not only foster digital literacy but also integrate comprehensive mental health services, thereby mitigating health disparities among individuals with chronic respiratory diseases.

Indexed as

AsthmaEmpowermentHealth LiteracyPulmonary Disease, Chronic ObstructiveTelemedicineAdultAgedChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedQuality of LifeSocial Supportasthmachronic obstructive pulmonary diseasechronic respiratory diseaseseHealth literacyhealth outcome

Identifiers

PMID40324764
PMCPMC12089862

What Socratic holds

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LicenceCC BY
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Registered trials

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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.