1
|
Wang X, Ge L, Yu Z, Qiao Q, Guo X, Liu S, Zhang C, Zang S. Decomposition and comparative analysis of urban-rural differences in eHealth literacy among nursing students: A multisite cross-sectional study. NURSE EDUCATION TODAY 2025; 146:106562. [PMID: 39754891 DOI: 10.1016/j.nedt.2024.106562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 10/22/2024] [Accepted: 12/24/2024] [Indexed: 01/06/2025]
Abstract
BACKGROUND Investigating the urban-rural differences in eHealth literacy among Chinese nursing students is imperative for enhancing healthcare education and practice. This study aimed to investigate the factors that contribute to urban-rural differences in eHealth literacy among Chinese nursing students and measure their respective contributions. DESIGN A multisite cross-sectional study. SETTINGS In China. PARTICIPANTS A total of 967 nursing students were involved in this study. METHODS Multivariate linear regression models were used to explore the associations between sociodemographic and health-related factors and the eHealth literacy of Chinese nursing students. Additionally, Blinder-Oaxaca decomposition was employed to scrutinize the factors attributing to the urban-rural differences in eHealth literacy among Chinese nursing students, elucidating their respective contributions. RESULTS The mean eHealth literacy score for urban nursing students (mean: 20.26, SD: 3.61) exceeded that of rural nursing students (mean: 19.53, SD: 3.56) (p < 0.001). Blinder-Oaxaca decomposition analysis indicated that 84.82 % of the urban-rural differences in eHealth literacy among nursing students can be explained. The urban-rural differences are primarily explained by family health (40.05 %). CONCLUSIONS The study emphasizes the importance of tailoring educational curricula to address urban-rural differences in eHealth literacy among nursing students in China. Specifically, incorporating content related to family health in educational programs is crucial.
Collapse
Affiliation(s)
- Xue Wang
- Department of Community Nursing, School of Nursing, China Medical University, Shenyang, China
| | - Lina Ge
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Zhenjie Yu
- School of Nursing, Tianjin Medical University, Tianjin, China
| | - Qiao Qiao
- Department of Radiation Oncology, The First Hospital of China Medical University, Shenyang, China
| | - Xiaoming Guo
- Algorithm Research and Development Department, Neusoft IntelliRay Technology Co., Ltd., Shenyang, China
| | - Shiping Liu
- Algorithm Research and Development Department, Neusoft IntelliRay Technology Co., Ltd., Shenyang, China
| | - Chengcai Zhang
- Algorithm Research and Development Department, Neusoft IntelliRay Technology Co., Ltd., Shenyang, China
| | - Shuang Zang
- Department of Community Nursing, School of Nursing, China Medical University, Shenyang, China.
| |
Collapse
|
2
|
Barbati C, Maranesi E, Giammarchi C, Lenge M, Bonciani M, Barbi E, Vigezzi GP, Dragoni M, Bailoni T, Odone A, Bevilacqua R. Effectiveness of eHealth literacy interventions: a systematic review and meta-analysis of experimental studies. BMC Public Health 2025; 25:288. [PMID: 39849354 PMCID: PMC11755798 DOI: 10.1186/s12889-025-21354-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 01/07/2025] [Indexed: 01/25/2025] Open
Abstract
BACKGROUND eHealth Literacy (eHL) is a set of competencies and skills encompassing the knowledge, comfort and perceived ability to identify, evaluate and apply electronic health information to health problems. Given its role in the appropriate use of health technologies, ensuring equitable access to health information and improving patient outcomes, this study aims to systematically retrieve, qualitatively and quantitative pool and critically appraise available experimental evidence on the effectiveness of eHL interventions across different population groups. METHODS Following the PRISMA guidelines, we conducted a systematic review in PubMed/Medline, Scopus, Web of Science, Embase, Cochrane Library and ClinicalTrials.gov, including original experimental studies quantifying the effectiveness of interventions aimed at increasing eHL, as assessed by the eHealth Literacy Scale (eHEALS) or other validated scales. We performed a random-effects model meta-analysis comparing changes in eHL levels before and after the interventions, and between the intervention and control groups. Heterogeneity was assessed using I2 statistics. RESULTS Out of the 504 studies retrieved, 15 studies conducted between 2011 and 2023 met the inclusion criteria. Target populations of eHL interventions included adults in 7 studies, older people in 5 and young people in 4. The meta-analysis included 10 studies that used the eHEALS. Participants showed a mean increase in eHEALS scores of 5.81 points (95% CI = 3.36-8.26, N = 1025) following the eHL interventions compared to the pre-intervention period. In the analysis between the intervention and control groups, we found a statistically significant difference in eHL improvement in favour of the intervention group, with mean eHEALS scores 3.62 points (95% CI = 1.63-5.60, N = 1258) higher in the intervention group than in the control groups. Subgroup analyses by intervention type, stratified by Collaborative Learning (CL) or Individualistic Learning (IL) showed significant increases in eHealth Literacy in the pre-post intervention analysis (CL: UMD = 5.19, CI = 0.01-10.38, N = 402; IL: UMD = 6.05; CI = 3.14-8.97, N = 623) and in the intervention vs. control analysis in the IL group (DMD = 4.98; CI = 1.77-8.12, N = 540). CONCLUSIONS Our findings support the effectiveness of tailored interventions in significantly enhancing eHL, providing key insights for evidence-based intervention design targeted to different population groups.
Collapse
Affiliation(s)
- Chiara Barbati
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | | | | | - Matteo Lenge
- Meyer Children's Hospital IRCCS, Florence, Italy
| | | | - Elisa Barbi
- Meyer Children's Hospital IRCCS, Florence, Italy.
| | - Giacomo Pietro Vigezzi
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
- Fondazione Ghislieri, Fondazione Ghislieri, Pavia, Italia
| | - Mauro Dragoni
- Intelligent Digital Agents (IDA) Research Group, Fondazione Bruno Kessler (FBK), Trento, Italy
| | - Tania Bailoni
- Intelligent Digital Agents (IDA) Research Group, Fondazione Bruno Kessler (FBK), Trento, Italy
| | - Anna Odone
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy.
- Medical Direction, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.
| | | |
Collapse
|
3
|
Liu L, Fu M, Wu J, Wang H, Zhao J, Chen P, Cao J, Zhang W, Lin Q, Li L. Digital health literacy among undergraduate nursing students in China: associations with health lifestyles and psychological resilience. BMC MEDICAL EDUCATION 2024; 24:1139. [PMID: 39402500 PMCID: PMC11476067 DOI: 10.1186/s12909-024-06075-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 09/23/2024] [Indexed: 10/19/2024]
Abstract
BACKGROUND Digital health literacy (DHL) is pivotal for individuals to access trustworthy health information and make informed decisions, closely intertwined with health behaviors and psychological resilience-these factors collectively shape an individual's approach to health management. Despite extensive research on digital health literacy in broader populations, the specific dynamics of digital health literacy in relation to health behaviors and psychological resilience among undergraduate nursing students in China remain understudied, highlighting a gap that this research endeavors to address. This study aims to assess the levels of digital health literacy among undergraduate nursing students in China, and to explore its association with health lifestyles and psychological resilience, which are considered influential factors. METHODS Employing a descriptive cross-sectional research design, eligible Chinese nursing undergraduates were surveyed from June to October 2023. This study recruited a total of 418 undergraduate nursing students. After excluding 11 students on leave, 407 students participated in questionnaire completion and submission. The College Students' Digital Health Literacy Scale, Healthy Lifestyle Assessment Scale and The Psychological Resilience Scale were used in this study. RESULTS The mean scores for digital health literacy, health lifestyles, and psychological resilience were 74.78 ± 8.44, 127.14 ± 11.22, and 79.21 ± 11.02, respectively. Pearson correlation analysis results indicated that the correlations between digital health literacy and both health lifestyles (r = 0.707, P < 0.01) and psychological resilience (r = 0.638, P < 0.01) were statistically significant and positive. The multiple linear regression analysis revealed that volunteer activity experience, academic performance, physical fitness, psychological traits, health lifestyle, and psychological resilience significantly predicted digital health literacy (F = 58.091, P < 0.001, R² = 0.678, adjusted R² = 0.666). Specifically, excellent academic performance (β = 0.210, P < 0.001) and good physical fitness (β = 0.188, P = 0.002) were the strongest predictors of higher digital health literacy. CONCLUSIONS There is a correlation between the digital health literacy of nursing undergraduates and their health lifestyles and psychological resilience. Future research should consider interventions in digital health literacy for undergraduate nursing students in China from the perspectives of health lifestyles and psychological resilience.
Collapse
Affiliation(s)
- Linfeng Liu
- Department of Discipline Research, Sichuan Nursing Vocational College, Chengdu, 610100, China
| | - Mengxue Fu
- Department of Rehabilitation, People's Hospital of Jianyang, Jianyang, 641400, China
| | - Jijun Wu
- Department of Cardiology, People's Hospital of Deyang, Deyang, 618099, China
| | - Hongyan Wang
- Department of Discipline Research, Sichuan Nursing Vocational College, Chengdu, 610100, China
| | - Jiaorong Zhao
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, 310015, China
| | - Pei Chen
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, 310015, China
| | - Jun Cao
- Department of Discipline Research, Sichuan Nursing Vocational College, Chengdu, 610100, China
| | - Wen Zhang
- Department of Discipline Research, Sichuan Nursing Vocational College, Chengdu, 610100, China
| | - Qin Lin
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, 310015, China.
| | - Ling Li
- Shulan International Medical College, Zhejiang Shuren University, Hangzhou, 310015, China.
| |
Collapse
|
4
|
Manganello JA, Colvin KF, Hadley M, O'Brien K. Get Health'e': A Pilot Test of a Digital Health Literacy Intervention for Young Adults. Health Lit Res Pract 2024; 8:e224-e235. [PMID: 39642045 PMCID: PMC11623233 DOI: 10.3928/24748307-20240723-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/15/2024] [Indexed: 12/08/2024] Open
Abstract
BACKGROUND Young adults face a number of health concerns and are typically beginning to manage their health on their own. At the same time, this age group is more connected to digital technology than ever before, and studies show that young adults can struggle with digital health literacy skills. OBJECTIVE The online Get Health'e' Program consists of six modules addressing digital health literacy skills, including topics such as internet searches and social media. This study evaluates the program based on a usability and pilot study. METHODS Recruited participants ranged in age from 18 to 24 years and were predominantly White women. After an eligibility screening, half of the participants were randomly assigned to the program group. All 131 participants were administered two surveys, 2 weeks apart; the program group had access to the program for that week. Survey questions included demographics, the eHealth Literacy Scale (eHEALS), and six sets of five multiple-choice questions assessing digital health knowledge. KEY RESULTS Both groups showed an improvement of 1.0 points on the eHEALS scale, but a repeated measures analysis comparing scores for the program and control groups indicated no significant difference in score improvement between the two groups, F(1, 129) = 0.003, p = .96. The program group had an average improvement in quiz scores (from pre to post) from 1.6 to 2.3 which was better than score improvement in the control group across the six modules. The majority of participants in the program group found the program to be useful (67.2%) and informative (59.4%), and 93.8% said they would recommend it to someone they know. CONCLUSIONS The Get Health'e' program was well received by participants and led to an increase in digital health knowledge. Programs like this have the potential to raise awareness among youth about how to access and evaluate health information online. [HLRP: Health Literacy Research and Practice. 2024;8(4):e224-e235.].
Collapse
Affiliation(s)
- Jennifer A. Manganello
- Address correspondence to Jennifer A. Manganello, PhD, MPH, 1 University Place, #165, University at Albany, Rensselaer, NY, 12144;
| | | | | | | |
Collapse
|
5
|
Fitzpatrick PJ. Improving health literacy using the power of digital communications to achieve better health outcomes for patients and practitioners. Front Digit Health 2023; 5:1264780. [PMID: 38046643 PMCID: PMC10693297 DOI: 10.3389/fdgth.2023.1264780] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 10/20/2023] [Indexed: 12/05/2023] Open
Abstract
Digital communication tools have demonstrated significant potential to improve health literacy which ultimately leads to better health outcomes. In this article, we examine the power of digital communication tools such as mobile health apps, telemedicine and online health information resources to promote health and digital literacy. We outline evidence that digital tools facilitate patient education, self-management and empowerment possibilities. In addition, digital technology is optimising the potential for improved clinical decision-making, treatment options and communication among providers. We also explore the challenges and limitations associated with digital health literacy, including issues related to access, reliability and privacy. We propose leveraging digital communication tools is key to optimising engagement to enhance health literacy across demographics leading to transformation of healthcare delivery and driving better outcomes for all.
Collapse
|