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Chen Y, Li R, Liu Y, Guo R, He M, Li W, Gao X, Zhang W, Wei Y, Chen Z, Liu H, Zhang X. Family health and willingness to Receive Self-paid vaccines: the role of Self-efficacy and health literacy. PSYCHOL HEALTH MED 2025:1-22. [PMID: 40420692 DOI: 10.1080/13548506.2025.2512158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 05/21/2025] [Indexed: 05/28/2025]
Abstract
High level of willingness to receive self-paid vaccines is a prerequisite for the behavior of receiving self-paid vaccines. This study aimed to explore how family health can increase the willingness to receive self-paid vaccines among Chinese adults through the mediating role of self-efficacy and health literacy. Obtained from Psychology and Behavior Investigation of Chinese Residents (PBICR) 2021, the research data involved 9966 adults. Linear regression analysis and the PROCESS macro were used for examining the chain mediating effect of self-efficacy and health literacy on the associations of family health with the willingness to receive self-paid vaccines. The results showed that only 56.72% participants belonging to high willingness to receive self-paid vaccines. After controlling the potential confounding factors, family health had a significant positive effect on people's willingness to receive self-paid vaccines (β = 0.182, p < 0.001). Self-efficacy and health literacy played independent and chain mediating roles in the process (indirect effect = 0.261, effect weight = 34.85%). The independent mediating effect of self-efficacy was 0.093 with a weight of 12.42%, the independent mediating effect of health literacy was 0.079 with a weight of 10.55%, and the effect of the chain mediation of them was 0.089 with a weight of 11.88%. The findings indicate that improving family health can increase the level of self-efficacy and health literacy, which can promote willingness to receive self-paid vaccines for people. That provides an invaluable reference for the design of health education and vaccine promotion program.
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Affiliation(s)
- Yibing Chen
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Ranran Li
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Yixuan Liu
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Ruirui Guo
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Minfu He
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Wenjun Li
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Xinyu Gao
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Wenjing Zhang
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Yachen Wei
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Ziqiang Chen
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
| | - Hongjian Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Xiumin Zhang
- Department of Social Medicine and Health Management, School of Public Health, Jilin University, Chaoyang District, Changchun, Jilin, China
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Sommers J, Dizon DS, Lewis MA, Stone E, Andreoli R, Henderson V. Assessing Health Information Seeking Behaviors Among Targeted Social Media Users Using an Infotainment Video About a Cancer Clinical Trial: Population-Based Descriptive Study. JMIR Cancer 2025; 11:e56098. [PMID: 40029972 PMCID: PMC11892945 DOI: 10.2196/56098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 01/31/2025] [Accepted: 02/13/2025] [Indexed: 02/21/2025] Open
Abstract
Background The lack of information and awareness about clinical trials, as well as misconceptions about them, are major barriers to cancer clinical trial participation. Digital and social media are dominant sources of health information and offer optimal opportunities to improve public medical awareness and education by providing accurate and trustworthy health information from reliable sources. Infotainment, material intended to both entertain and inform, is an effective strategy for engaging and educating audiences that can be easily disseminated using social media and may be a novel way to improve awareness of and recruitment in clinical trials. Objective The purpose of this study was to evaluate whether an infotainment video promoting a clinical trial, disseminated using social media, could drive health information seeking behaviors. Methods As part of a video series, we created an infotainment video focused on the promotion of a specific cancer clinical trial. We instituted a dissemination and marketing process on Facebook to measure video engagement and health information seeking behaviors among targeted audiences who expressed interest in breast cancer research and organizations. To evaluate video engagement, we measured reach, retention, outbound clicks, and outbound click-through rate. Frequencies and descriptive statistics were used to summarize each measure. Results The video substantially increased health information seeking behavior by increasing viewership from 1 visitor one month prior to launch to 414 outbound clicks from the video to the clinical trial web page during the 21-day social media campaign period. Conclusions Our study shows that digital and social media tools can be tailored for specific target audiences, are scalable, and can be disseminated at low cost, making it an accessible educational, recruitment, and retention strategy focused on improving the awareness of clinical trials.
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Affiliation(s)
| | - Don S Dizon
- Brown University, Providence, RI, United States
| | | | - Erik Stone
- Digital Health Networks, Los Angeles, CA, United States
| | | | - Vida Henderson
- Fred Hutchinson Cancer Center, University of Washington, 1100 Fairview Ave N, Seattle, WA, 98109, United States, 1 2066676355
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Yang MC, Singh G, Sakakibara BM. Social Cognitive Predictors of Health Promotion Self-Efficacy Among Older Adults During the COVID-19 Pandemic. Am J Health Promot 2024; 38:1147-1152. [PMID: 38816954 PMCID: PMC11468113 DOI: 10.1177/08901171241256703] [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] [Indexed: 06/01/2024]
Abstract
PURPOSE To examine the relative importance of social cognitive predictors (ie, performance accomplishment, vicarious learning, verbal persuasion, affective state) on health promotion self-efficacy among older adults during COVID-19. DESIGN Cross-sectional. SETTING Data collected online from participants in British Columbia (BC), Canada. SUBJECTS Seventy-five adults (n = 75) aged ≥65 years. MEASURES Health promotion self-efficacy was measured using the Self-Rated Abilities for Health Practices Scale. Performance accomplishment was assessed using the health directed behavior subscale of the Health Education Impact Questionnaire; vicarious learning was measured using the positive social interaction subscale of the Medical Outcomes Survey - Social Support Scale (MOS-SSS); verbal persuasion was assessed using the informational support subscale from the MOS-SSS; and affective state was assessed using the depression subscale from the Depression Anxiety Stress Scale (DASS-21). ANALYSIS Multiple linear regression was used to investigate the relative importance of each social cognitive predictor on self-efficacy, after controlling for age. RESULTS Our analyses revealed statistically significant associations between self-efficacy and performance accomplishment (health-directed behavior; β = .20), verbal persuasion (informational support; β = .41), and affective state (depressive symptoms; β = -.44) at P < .05. Vicarious learning (β = -.15) did not significantly predict self-efficacy. The model was statistically significant (P < .001) explaining 43% of the self-efficacy variance. CONCLUSION Performance accomplishment experiences, verbal persuasion strategies, and affective states may be the target of interventions to modify health promotion self-efficacy among older adults, in environments that require physical and social distancing.
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Affiliation(s)
- Michelle C. Yang
- Graduate Programs in Rehabilitation Sciences, University of British Columbia, Vancouver, BC, Canada
- Centre for Chronic Disease Prevention and Management, University of British Columbia, Kelowna, BC, Canada
| | - Gurkaran Singh
- Department of Occupational Science and Occupational Therapy, University of British Columbia, Vancouver, BC, Canada
| | - Brodie M. Sakakibara
- Centre for Chronic Disease Prevention and Management, University of British Columbia, Kelowna, BC, Canada
- Department of Occupational Science and Occupational Therapy, University of British Columbia, Vancouver, BC, Canada
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Alkan Ö, Küçükoğlu U, Ünver Ş. Comparison of factors affecting Turkish citizens' search for online health information before and during the COVID-19 pandemic. BMC Public Health 2024; 24:2054. [PMID: 39080635 PMCID: PMC11289912 DOI: 10.1186/s12889-024-19546-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 07/22/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND Health information consumers can acquire knowledge regarding health problems, combat health problems, make health-related decisions, and change their behaviour by conducting health information searches. This study aims to identify the sociodemographic and economic factors affecting individuals' search for health information on the internet before and during COVID-19. METHODS In this study, micro data sets of the Household Information Technologies (IT) Usage Survey conducted by the Turkish Statistical Institute in 2018 and 2021 were used. The binary logistic regression analysis was also used in the study. RESULTS It was determined that age, gender, education level, occupation, social media use, searching for information about goods and services, internet banking use, e-government use, having a desktop computer, having a tablet computer, and region variables were associated with the status of searching for health information on the internet during the COVID-19 period. CONCLUSION The main reasons for the increase in health information searches during the COVID-19 epidemic can be attributed to several key factors, such as society's need for information and meeting its need for information, access to up-to-date health data and increased trust in official sources. The study's findings serve as a valuable resource for health service providers and information sources attempting to identify the health information-seeking behaviour of the public and to meet their needs in this context.
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Affiliation(s)
- Ömer Alkan
- Department of Econometrics, Faculty of Economics and Administrative Sciences, Ataturk University, 2nd Floor, Number: 222, Yakutiye/Erzurum, Türkiye.
- Master Araştırma Eğitim ve Danışmanlık Hizmetleri Ltd. Şti., Ata Teknokent, TR-25,240, Erzurum, Türkiye.
| | - Uğur Küçükoğlu
- Department of Management Information Systems, Atatürk University, Rectorate Building Big Data Management Office, Ground Floor, Number: Z09, Yakutiye/Erzurum, Türkiye
| | - Şeyda Ünver
- Department of Econometrics, Faculty of Economics and Administrative Sciences, Ataturk University, 2nd Floor, Number: 227, Yakutiye/Erzurum, Türkiye
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Estrada JAG. Unraveling socioeconomic determinants of health-related behavior, reception of information, and perceptions on disease disclosure at the time of the COVID-19 pandemic: did health insurance curb the disparities in the Philippines? BMC Public Health 2024; 24:767. [PMID: 38475807 PMCID: PMC10935915 DOI: 10.1186/s12889-024-18264-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 03/03/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND The study uncovers micro and macro socioeconomic disparities in terms of health behavior, disease perception, and reception of information. Furthermore, findings shed light on the possible role of health insurance on access to information, disease perception and the adoption of preventive behaviors in the context of a public health emergency such as the COVID-19 pandemic. METHODS This study employed a cross-sectional design using the Philippine Demographic and Health Survey (DHS). With a total of 29,809 respondents, it evaluated the individual or household and systemwide socioeconomic determinants of four different outcomes: receipt of information, disease perception, uptake of free preventive services, and treatment-seeking behavior. In addition to logistic regression models with the socioeconomic variables as the independent variables, models for the evaluation of the moderating effect of insurance ownership were fitted. Predicted probabilities were reported for the analysis of moderating effects. RESULTS Findings show that individual and householdsocioeconomic determinants affected health-behavior and access to or receipt of information pertinent to the COVID-19 pandemic. Both education and wealth affected the receipt of information such that individuals in more advantaged socioeconomic positions were at least 30% more likely to have received information on COVID-19. Wealth was also associated to treatment-seeking behavior. Regional differences were seen across all dependent variables. Moreover, the study provides evidence that ownership of insurance can close education-based gaps in the uptake of free vaccination and COVID-19 testing. CONCLUSION It is imperative that targeted efforts be maximized by utilizing existing strategies and mechanisms to reach the marginalized and disadvantaged segments of the population. Health insurance may give off added benefits that increase proficiency in navigating through the healthcare system. Further research may focus on examining pathways by which health insurance or social policies may be used to leverage responses to public health or environmental emergencies.
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Alzghaibi H. People behavioral during health information searching in COVID-19 era: a review. Front Public Health 2023; 11:1166639. [PMID: 37637820 PMCID: PMC10449606 DOI: 10.3389/fpubh.2023.1166639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 07/31/2023] [Indexed: 08/29/2023] Open
Abstract
Background The COVID-19 pandemic has led to an increase in health information-seeking behavior (HISB) on the Internet. Objective This review aims to identify and synthesize the available evidence on health information-seeking behavior on the Internet during and after the COVID-19 pandemic. Methods Electronic search of databases was conducted on PubMed, ScienceDirect, Scopus, and Taylor and Francis Online to identify relevant articles. Studies that examined health information-seeking behavior on the Internet during or after the COVID-19 pandemic were included. Data from the included studies were subjected to a thematic analysis. Results A total of 355 articles were identified in the initial database search. After screening, 15 articles were included in this review paper, with a population of 33,326. Search engines, social media, and news portals were the most commonly used information sources. The primary motivators for seeking health information online were curiosity, catching up with updated information, and paying attention to the COVID-19 transmission. Participants' satisfaction with the information obtained online was positive in most studies. The online query for all items related to COVID-19 and health increased during the pandemic. The most searched topics were symptoms of COVID-19, restrictions, current prevalence/spread of COVID-19, and preventive measures. Higher scores in digital health literacy (DHL) were associated with a well-established and effective health information-seeking behavior. Conclusion The findings of this review provide insight into the patterns and trends of health information-seeking behavior on the Internet during and after the COVID-19 pandemic. The results suggest that search engines, social media, and news portals remain key sources of information during the pandemic. It also assessed the relationship between the DHL and the HISB and found that having a good DHL generally meant a good HISB.
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Affiliation(s)
- Haitham Alzghaibi
- Department of Health Informatics, College of Public Health and Health Informatics, Qassim University, Albukayriah, Saudi Arabia
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