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Liao Y, Luo N. Does internet use benefit health?-PSM-DID evidence from China's CHARLS. PLoS One 2024; 19:e0306393. [PMID: 38980834 PMCID: PMC11232967 DOI: 10.1371/journal.pone.0306393] [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: 11/08/2023] [Accepted: 06/13/2024] [Indexed: 07/11/2024] Open
Abstract
Amid the increasing global internet penetration, understanding the impact of internet use on residents' health is crucial. This aids in formulating more effective health policies and provides empirical evidence for promoting health equity and improving overall public health. Drawing on the China Health and Retirement Longitudinal Study (CHARLS), this paper employs the Propensity Score Matching-Difference in Differences (PSM-DID) method to examine the impact of the internet on individual health and further explores the pathways through which the internet affects health. We introduce the research background and significance in the introduction. Then, in the theoretical analysis, it incorporates internet variables into the Becker health demand model to analyze changes in health demand and impact pathways. The empirical analysis tests the theoretical findings, leading to empirical results. Finally, the study discusses the results and provides relevant recommendations. The findings indicate significant positive effects of the internet on both physical and psychological health. These effects are realized through reducing health information asymmetry, lowering health costs, and increasing exposure to health-promoting environments. In the heterogeneity analysis, economic-related internet content shows a significant positive impact on resident health. Intensive internet use adversely affects psychological health. The beneficial effects of the internet on health are more pronounced among older individuals, those covered by medical insurance, and regions with higher levels of digital economy. Based on these findings, the study offers policy recommendations concerning individuals' internet use patterns, the digital evolution of the healthcare industry, and government infrastructure development.
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Affiliation(s)
- Yinkai Liao
- School of Economics and Trade, Hunan University, Changsha, Hunan, China
| | - Nengsheng Luo
- School of Economics and Trade, Hunan University, Changsha, Hunan, China
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Usman JE, Childs C, Rogerson D, Klonizakis M. Online Health Information-Seeking Behaviour among People of African Descent in the United Kingdom: A Qualitative Study. Healthcare (Basel) 2024; 12:897. [PMID: 38727454 PMCID: PMC11083062 DOI: 10.3390/healthcare12090897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/15/2024] [Accepted: 04/22/2024] [Indexed: 05/13/2024] Open
Abstract
Effective public health interventions rely on understanding how individuals access, interpret, and utilise health information. Studying the health information-seeking behaviour (HISB) of a community can provide valuable insights to inform strategies that address community health needs and challenges. This study explored the online HISBs of People of African Descent (PoAD) in the United Kingdom (UK), a demographic that comprises four percent of the UK population and has a 92.8% active Internet usage rate. Data on the HISB were collected from 21 PoAD across various UK regions through online semi-structured interviews before being analysed using reflexive Thematic Analysis (TA). The participants ranged in age from 20 to 70 years and had a mean age of 42.8 (SD ± 11.4). Our analysis of the interview transcripts revealed five key themes: Internet usage and preferences, attitudes toward social media, barriers to seeking health information online, trust in online health information, and cultural influences on online HISB. Our findings indicate a proactive engagement among PoAD in seeking health information online that is underscored by a preference for professional sources over ethnic congruence. However, concerns about misinformation exist, and there are barriers to accessing health information online, including data privacy, unreliable information, and information relevance and overload. We also found that cultural factors and traditional beliefs impact the adoption of Internet-based interventions among PoAD, highlighting the need for culturally sensitive approaches. Preferences regarding the frequency and delivery of online health information varied among participants, with a majority preferring a weekly update. This study emphasises the critical need for accessible, culturally appropriate, secure, and reliable online health resources tailored to the needs and preferences of the PoAD.
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Affiliation(s)
- Jesse Enebi Usman
- Lifestyle Exercise and Nutrition Improvement (LENI) Research Group, Department of Nursing and Midwifery, Sheffield Hallam University, Sheffield S10 2BP, UK
| | - Charmaine Childs
- College of Health, Wellbeing and Lifesciences, Sheffield Hallam University, Sheffield S10 2BP, UK
| | - David Rogerson
- Lifestyle Exercise and Nutrition Improvement (LENI) Research Group, Department of Nursing and Midwifery, Sheffield Hallam University, Sheffield S10 2BP, UK
- Sports and Physical Activity Research Centre, Sheffield Hallam University, Sheffield S10 2BP, UK
| | - Markos Klonizakis
- Lifestyle Exercise and Nutrition Improvement (LENI) Research Group, Department of Nursing and Midwifery, Sheffield Hallam University, Sheffield S10 2BP, UK
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Du W, Fan Z, Li D, Wu M. Internet Use Behavior and Adolescent Mental Health: The Mediating Effects of Self-Education Expectations and Parental Support. Psychol Res Behav Manag 2024; 17:1163-1176. [PMID: 38505354 PMCID: PMC10949380 DOI: 10.2147/prbm.s449353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 02/27/2024] [Indexed: 03/21/2024] Open
Abstract
Purpose This study focuses on how Internet use behavior affects adolescents' mental health and whether self-education expectations and parental support mediate the relationship between Internet use behavior and adolescents' mental health. Methods The data for this paper came from the results of the student questionnaire of the 2018 Programme for International Student Assessment (PISA 2018), which was a structured questionnaire that asked students about their family situation, school life, studies, internet use, and mental health, among other things. A sample of 336,600 children in grades 7-13 was selected for this study. The data were analyzed using STATA version 16 and the theoretical framework was tested using a mediated effects model. Results The results of the study showed that Internet use behavior made a positive contribution to mental health and the mediating effects of self-education expectations and parental support on the relationship between Internet use behavior and adolescent mental health were all significant. Conclusion It is recommended that appropriate policies should be formulated to help adolescents use the Internet rationally, and the positive effects of parental support and self-education expectations should be utilized.
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Affiliation(s)
- Weiquan Du
- School of Sociology and Population Studies, Nanjing University of Posts and Telecommunications, Nanjing, People’s Republic of China
| | - Zhaoyuan Fan
- School of Sociology and Population Studies, Nanjing University of Posts and Telecommunications, Nanjing, People’s Republic of China
| | - Diankun Li
- School of Economics, Nanjing University of Posts and Telecommunications, Nanjing, People’s Republic of China
| | - Mingshuang Wu
- School of Sociology and Population Studies, Nanjing University of Posts and Telecommunications, Nanjing, People’s Republic of China
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Zhang L, Li S, Ren Y. Does internet use benefit the mental health of older adults? Empirical evidence from the China health and retirement longitudinal study. Heliyon 2024; 10:e25397. [PMID: 38352772 PMCID: PMC10861963 DOI: 10.1016/j.heliyon.2024.e25397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 02/16/2024] Open
Abstract
The mental health (MH) of older adults is a prominent public health concern. However, research regarding the impact of emerging Internet use on MH among older adults remains limited, particularly in transitional economies experiencing a rapidly aging population such as China. Thus, to address this research gap, this study uses data from the 2013-2018 waves of the China Health and Retirement Longitudinal Study. To investigate the causal relationship between Internet use and MH among older adults and explore the underlying channels through which this relationship operates. The results reveal a notable positive association between Internet use and MH among older adults. Furthermore, the study highlights social interaction, social trust, traveling expenses, and healthy habits as crucial channels through which Internet use can impact MH among older adults. The analysis also reveals how Internet use demonstrates a stronger positive effect on older individuals who have fewer chronic diseases and live with their offspring compared with their counterparts. These findings have significant policy implications, which thus emphasizes the need to enhance Internet use among older adults as a means of improving their MH.
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Affiliation(s)
- Lixia Zhang
- College of Economics and Management, Northwest A&F University, 3 Taicheng Rd, Yangling 712100, Shaanxi, China
- Six Industrial Research Institute, Northwest A&F University, 3 Taicheng Rd, Yangling 712100, Shaanxi, China
| | - Shaoting Li
- College of Economics and Management, Northwest A&F University, 3 Taicheng Rd, Yangling 712100, Shaanxi, China
| | - Yanjun Ren
- College of Economics and Management, Northwest A&F University, 3 Taicheng Rd, Yangling 712100, Shaanxi, China
- Leibniz Institute of Agricultural Development in Transition Economies (IAMO), Theodor-Lieser-Str. 2, 06120, Halle (Saale), Germany
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Wang Z, Hu Y, Huang B, Zheng G, Li B, Liu Z. Is There a Relationship Between Online Health Information Seeking and Health Anxiety? A Systematic Review and Meta-Analysis. HEALTH COMMUNICATION 2023:1-15. [PMID: 37919837 DOI: 10.1080/10410236.2023.2275921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2023]
Abstract
The internet has revolutionized how we live, providing unprecedented convenience and up-to-date information. Consequently, an increasing number of individuals are turning to the internet for health-related information, despite research suggesting a correlation between this behavior and health anxiety. Therefore, drawing on cognitive - behavioral theory, we explore the link between online health information seeking and health anxiety via a systematic review and meta-analysis of cross-sectional studies. Following the Preferred Reporting Items for Systematic Reviews and Meta-analysis, we ran searches in multiple databases, including PubMed, Web of Science, Embase, Elsevier/Science Direct, Cochrane Database, China National Knowledge Infrastructure, VIP Chinese Database, and Wanfang Data. Our searches identified 16 studies eligible for review, involving 4,920 participants across seven countries. The random-effects meta-analysis revealed a significant positive correlation between online health information seeking and health anxiety (r = 0.28, 95% confidence interval [0.16, 0.41], p < .0001), despite considerable heterogeneity. Furthermore, meta-regression analysis demonstrated that the identity characteristics of the sample, female percentage, sample size, and country all contributed to the heterogeneity across studies. Overall, this meta-analysis provides support for the association between online health information seeking and health anxiety, and helps to elucidate the cognitive - behavioral theory underpinning this phenomenon.
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Affiliation(s)
- Zhenyu Wang
- School of Government, Sun Yat-sen University
| | - Yi Hu
- Research Department III, Shenzhen Health Development Research and Data Management Center
| | - Bohan Huang
- School of Public Administration, Guangdong University of Finance
| | | | - Bei Li
- School of Health Management, Southern Medical University
| | - Zhihan Liu
- School of Public Administration, Central South University
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Petrovskaya O, Karpman A, Schilling J, Singh S, Wegren L, Caine V, Kusi-Appiah E, Geen W. Patient and Health Care Provider Perspectives on Patient Access to Test Results via Web Portals: Scoping Review. J Med Internet Res 2023; 25:e43765. [PMID: 37856174 PMCID: PMC10623227 DOI: 10.2196/43765] [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: 10/24/2022] [Revised: 09/01/2023] [Accepted: 09/19/2023] [Indexed: 10/20/2023] Open
Abstract
BACKGROUND A frequently used feature of electronic patient portals is the viewing of test results. Research on patient portals is abundant and offers evidence to help portal implementers make policy and practice decisions. In contrast, no comparable comprehensive summary of research addresses the direct release of and patient access to test results. OBJECTIVE This scoping review aims to analyze and synthesize published research focused on patient and health care provider perspectives on the direct release of laboratory, imaging, and radiology results to patients via web portals. METHODS PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. Searches were conducted in CINAHL, MEDLINE, and other databases. Citations were screened in Covidence using the inclusion and exclusion criteria. Primary studies that focused on patient and health care provider perspectives on patient access to laboratory and imaging results via web portals were included. An updated search was conducted up to August 2023. Our review included 27 articles-20 examining patient views, 3 examining provider views, and 4 examining both patient and provider views. Data extraction and inductive data analysis were informed by sensitizing concepts from sociomaterial perspectives, and 15 themes were generated. RESULTS Patient perspectives (24 papers) were synthesized using nine themes: (1) patterns of use and patient characteristics; (2) emotional response when viewing the results and uncertainty about their implications; (3) understanding test results; (4) preferences for mode and timing of result release; (5). information seeking and patients' actions motivated by viewing results via a portal; (6) contemplating changes in behavior and managing own health; (7) benefits of accessing test results via a portal; (8) limitations of accessing test results via a portal; and (9) suggestions for portal improvement. Health care provider perspectives (7 papers) were synthetized into six themes: (1) providers' view of benefits of patient access to results via the portal; (2) effects on health care provider workload; (3) concerns about patient anxiety; (4) timing of result release into the patient portal; (5) the method of result release into the patient portal: manual versus automatic release; and (6) the effects of hospital health information technology system on patient quality outcomes. CONCLUSIONS The timing of the release of test results emerged as a particularly important topic. In some countries, the policy context may motivate immediate release of most tests directly into patient portals. However, our findings aim to make policy makers, health administrators, and other stakeholders aware of factors to consider when making decisions about the timing of result release. This review is sensitive to the characteristics of patient populations and portal technology and can inform result release framework policies. The findings are timely, as patient portals have become more common internationally.
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Affiliation(s)
| | - Albina Karpman
- Faculty of Nursing, MacEwan University, Edmonton, AB, Canada
| | | | - Simran Singh
- Faculty of Nursing, University of Alberta, Edmonton, AB, Canada
| | - Larissa Wegren
- South Health Campus, Women's Health, Calgary, AB, Canada
| | - Vera Caine
- School of Nursing, University of Victoria, Victoria, BC, Canada
| | | | - Willow Geen
- School of Nursing, University of Victoria, Victoria, BC, Canada
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Feng W, Zhang J. Childhood environmental harshness and unpredictability negatively predict eHealth literacy through fast life-history strategy. Front Psychol 2023; 14:1197189. [PMID: 37663344 PMCID: PMC10473102 DOI: 10.3389/fpsyg.2023.1197189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 08/07/2023] [Indexed: 09/05/2023] Open
Abstract
Background eHealth literacy-the ability to obtain, understand, evaluate, and use health information from the Internet-is important to maintaining and improving personal health. Prior research found that people differ notably in the levels of eHealth literacy, and this study tests a theoretical account of some of those individual differences. Drawing on life history theory, we propose that low eHealth literacy is partly the outcome of people adopting a resource-allocation strategy emphasizing early and fast reproduction, namely, a fast life-history strategy. Methods We conducted a cross-sectional survey study (N = 1,036) that measured Chinese adult respondents' eHealth literacy, childhood environmental harshness and unpredictability, and fast life-history strategy. Covariates included health-information seeking online, self-rated health, sex, age, education level, and monthly income. Results Supporting a life-history explanation of eHealth literacy, childhood environmental harshness and unpredictability negatively predicted eHealth literacy through fast life-history strategy and mainly the insight-planning-control dimension of it. Harshness, not unpredictability, also directly and negatively predicted eHealth literacy after fast life-history strategy was controlled for. Conclusion Our findings suggest that the psychological mechanisms associated with human life-history strategies produce at least some of the individual differences in levels of eHealth literacy, including those related to neuroticism, socioeconomic status, self-rated health and social capital. Thus, a possible way to increase future generation's eHealth literacy and thereby their health is to reduce the harshness and unpredictability of the environment in which they grow up, thereby making them more likely to adopt a relatively slow life-history in their adulthood.
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Affiliation(s)
- Wenfei Feng
- School of Journalism and Communication, Sun Yat-sen University, Guangzhou, China
| | - Jinguang Zhang
- School of Journalism and Communication, Sun Yat-sen University, Guangzhou, China
- Center for Big Data and Public Communication, Sun Yat-sen University, Guangzhou, China
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Welton-Mitchell C, Dally M, Dickinson KL, Morris-Neuberger L, Roberts JD, Blanch-Hartigan D. Influence of mental health on information seeking, risk perception and mask wearing self-efficacy during the early months of the COVID-19 pandemic: a longitudinal panel study across 6 U.S. States. BMC Psychol 2023; 11:203. [PMID: 37430351 DOI: 10.1186/s40359-023-01241-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 06/30/2023] [Indexed: 07/12/2023] Open
Abstract
BACKGROUND Understanding factors that influence information seeking, assessment of risk and mitigation behaviors is critical during a public health crises. This longitudinal study examined the influence of self-reported mental health during the early months of the COVID-19 pandemic on information seeking, risk perception and perceived mask wearing ability. Mental health screener items included fear, anger, and hopelessness in addition to avoidance, diminished functional ability and global distress. Theoretical models inform hypotheses linking mental health items and outcomes. METHODS The research employed a longitudinal 6-state 3-wave online panel survey, with an initial sample of 3,059 participants (2,232 included in longitudinal analyses). Participants roughly represented the states' age, race, ethnicity, and income demographics. RESULTS Women, those who identified as Hispanic/Latinx, Black Americans and lower income participants reported higher overall rates of distress than others. Information seeking was more common among older persons, Democrats, retirees, those with higher education, and those who knew people who had died of COVID-19. Controlling for such demographic variables, in multivariable longitudinal models that included baseline mental health measures, distress and fear were associated with increased information seeking. Distress and fear were also associated with increased risk perception, and feelings of hopelessness were associated with lower reported mask-wearing ability. CONCLUSIONS Results advance understanding of the role mental health can play in information seeking, risk perception and mask wearing with implications for clinicians, public health practitioners and policy makers.
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Affiliation(s)
- Courtney Welton-Mitchell
- Colorado School of Public Health, University of Colorado, Mail Stop, 13001 E 17th Pl B119, Aurora, CO, 80045, USA.
| | - Miranda Dally
- Colorado School of Public Health, University of Colorado, Mail Stop, 13001 E 17th Pl B119, Aurora, CO, 80045, USA
| | - Katherine L Dickinson
- Colorado School of Public Health, University of Colorado, Mail Stop, 13001 E 17th Pl B119, Aurora, CO, 80045, USA
| | - Lindsay Morris-Neuberger
- Communication Studies, West Virginia University, Armstrong Hall, 94 Beechurst Ave STE 108, Morgantown, WV, 26505, USA
| | - Jennifer D Roberts
- School of Public Health, University of Maryland, 4200 Valley Dr, College Park, MD, 20742, USA
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Guo Y, Hou Y, Xiang H, Chen L. "Help Us!": a content analysis of COVID-19 help-seeking posts on Weibo during the first lockdown. BMC Public Health 2023; 23:710. [PMID: 37076879 PMCID: PMC10113719 DOI: 10.1186/s12889-023-15578-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/31/2023] [Indexed: 04/21/2023] Open
Abstract
BACKGROUND Social media is playing an increasingly important role in public emergencies for help-seekers, especially during the global COVID-19 pandemic. Wuhan, China, firstly official reported COVID-19 cases and implemented lockdown measures to prevent the spread of the virus. People during the first lockdown were restricted from seeking help face-to-face. Social media is more prominent as an online tool for people seeking help, especially for patients, than in other stages of the COVID-19 pandemic. OBJECTIVE This study aimed to explore the urgent needs presented in help-seeking posts in Wuhan during the first COVID-19 lockdown, the content features of these posts, and how they influenced online user engagement. METHODS This study collected posts from Weibo posted with specific help tags during the first COVID-19 lockdown in Wuhan: from 23 January 2020 to 24 March 2020, and eventually received 2055 data, including textual content, comments, retweets, and publishing location. Content analysis was conducted, and manual coding was performed on help-seeking typology, narrative mode, narrative subject, and emotional valence. RESULTS The result showed that help-seeking posts primarily were seeking medical (97.7%). Features of these posts were mainly adopting a mixed narrative mode (46.4%), released by relatives of patients (61.7%), and expressing negative emotions (93.2%). Chi-square tests suggested that help-seeking posts with mixed narrative modes released by relatives express more frequent negative emotions. Results of negative binomial regression indicated posts of seeking information (B = 0.52, p < .001, e0.52 = 1.68), with mixed narrative mode (B = 0.63, p < .001, e0.63 = 1.86), released by themselves (as referential groups) and with neutral emotions increased comments. Posts of seeking medical (B = 0.57, p < .01, e0.57 = 1.77), with mixed narrative mode (B = 1.88, p < .001, e1.88 = 6.53), released by people of unrelated patients (B = 0.47, p < .001, e0.47 = 1.60) and with neutral emotions increased retweets. CONCLUSIONS This study provides evidence of what actual public demands are to be considered and addressed by governments and public administrators before implementing closure and lockdown policies to limit the spread of the virus. Meanwhile, our findings offer strategies for people help-seeking on social media in similar public health emergencies.
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Affiliation(s)
- Yu Guo
- Faculty of Humanities and Arts, Macau University of Science and Technology, R309, Wailong Avenida, Macau SAR, Taipa, China.
| | - Yongkang Hou
- Faculty of Humanities and Arts, Macau University of Science and Technology, R309, Wailong Avenida, Macau SAR, Taipa, China
| | - Hongzhe Xiang
- Faculty of Humanities and Arts, Macau University of Science and Technology, R309, Wailong Avenida, Macau SAR, Taipa, China
| | - Liang Chen
- School of Journalism and Communication, Tsinghua University, Beijing, China
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How Does Digital Media Search for COVID-19 Influence Vaccine Hesitancy? Exploring the Trade-off between Google Trends, Infodemics, Conspiracy Beliefs and Religious Fatalism. Vaccines (Basel) 2023; 11:vaccines11010114. [PMID: 36679959 PMCID: PMC9860569 DOI: 10.3390/vaccines11010114] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/27/2022] [Accepted: 12/28/2022] [Indexed: 01/06/2023] Open
Abstract
Digital media has remained problematic during COVID-19 because it has been the source of false and unverified facts. This was particularly evident in the widespread misinformation and confusion regarding the COVID-19 vaccine. Past research suggested infodemics, conspiracy beliefs, and religious fatalism as potential threats to public COVID-19 vaccine hesitancy. However, the literature is primarily void of empirical evidence associating demographic attributes with efforts to build vaccine hesitancy. Therefore, this research uses two studies: (Study 1) Google Trends and (Study 2) survey method to provide inclusive empirical insight into public use of digital media during COVID-19 and the detrimental effects of infodemics, conspiracy beliefs, and religious fatalism as they were related to building COVID-19 vaccine hesitancy. Using Google Trends based on popular keywords the public searched over one year, Study 1 explores public digital media use during COVID-19. Drawing on this exploration, Study 2 used a cross-sectional national representative survey of 2120 adult Pakistanis to describe the influence of potential hazards such as infodemics on public vaccine hesitancy. Study 2 revealed that infodemics, conspiracy beliefs, and religious fatalism predict vaccine hesitancy. In addition, gender moderates the relationship between infodemics and conspiracy beliefs and vaccine hesitancy. This implies that there is a dispositional effect of the infodemics and conspiracy beliefs spread digitally. This study's findings benefit health and other concerned authorities to help them reduce religious fatalism, vaccine hesitancy, and conspiracy theories with targeted communication campaigns on digital media.
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Gong H, Deng S, Wang H, Cao G. Using the ABC theory of emotion to examine the relationship between health anxiety and health information-seeking behavior among the rural population. Digit Health 2023; 9:20552076231208559. [PMID: 37900259 PMCID: PMC10605672 DOI: 10.1177/20552076231208559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 10/03/2023] [Indexed: 10/31/2023] Open
Abstract
Objective The aim of the current study was to explore the relationship between online and offline health information-seeking behaviors, as antecedents and consequences, and health anxiety and related belief factors in rural residents. Methods Based on the ABC theory of emotions (ABC model), this study developed two theoretical models of the association between health anxiety and health information-seeking behavior: Placing health information-seeking behavior (both online and offline) as an outcome and antecedent, respectively, and setting three belief factors of the perceived health threat, intolerance of uncertainty, and catastrophic misinterpretations. We collected 730 self-reported data points from 20 June to 5 July 2022 for rural residents in China and empirically tested the research model and hypotheses using partial least squares-based structural equation modeling. Results The perceived health threat and intolerance of uncertainty are significant motivators of health anxiety, and health anxiety has a direct beneficial effect on both online and offline health information-seeking behaviors. Health anxiety is influenced either directly or indirectly by catastrophic misinterpretations resulting from online health information-seeking, while offline health information-seeking behavior does not contribute as strongly to health anxiety directly but mainly reinforces it through the mediating influence of catastrophic misinterpretations. Conclusions Rural residents' health anxiety promotes their online and offline health information behaviors. And both their online and offline health information-seeking behaviors may promote health anxiety directly and through catastrophic misinterpretations. Comparing the two, online health information-seeking behaviors primarily exacerbate health anxiety through direct effects, whereas offline health information-seeking behaviors primarily affect health anxiety through catastrophic misinterpretations. We provide suggested guidelines for alleviating health anxiety and regulating health information behaviors among rural residents.
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Affiliation(s)
- Hongcun Gong
- School of Information Management, Nanjing University, China
- International Joint Informatics Laboratory, Nanjing University, China
| | - Sanhong Deng
- School of Information Management, Nanjing University, China
- International Joint Informatics Laboratory, Nanjing University, China
| | - Hao Wang
- School of Information Management, Nanjing University, China
- International Joint Informatics Laboratory, Nanjing University, China
| | - Gaohui Cao
- School of Information Management, Central China Normal University, China
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Zhang X, Liu Y, Li X, Sun J. Health IT in our daily life: impact of mobile phone use on the emotions and compliance of diabetes patients. INFORMATION TECHNOLOGY & PEOPLE 2022. [DOI: 10.1108/itp-06-2020-0390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
PurposeLeveraging information technology (IT) to improve the treatment and support of patients is a widely studied topic in healthcare. For chronic diseases, such as diabetes, the use of information technology is even more important since its effect extends from a clinic environment to patients’ daily life. The purpose of this paper is to investigate the impacts of one widely adopted information technology, the mobile phone, on diabetes treatment, specifically on the complicated process of patients’ health, emotions and compliance.Design/methodology/approachWe leverage a unique longitudinal dataset on diabetes patients’ health status in rural areas of China to study the problem. We also cross-link the dataset with mobile carrier data to further differentiate mobile phone use to phone calls and network use. To address the endogeneity concerns, we apply PSM and a series of instrument variables.FindingsWe identify clear evidence that mobile phone use can significantly improve patients’ emotions and compliance, where the effect is generally larger on patients in worse health conditions. While mobile phone calls clearly benefit diabetes patients, we do notice that mobile phone network use has a negative moderating effect with patients’ health condition on improving compliance.Originality/valueThis study not only enriches our theoretical understanding of the role of mobile phones in diabetes management, it also shows the economic benefit of promoting patients’ use of mobile phones, which should be considered by medical care providers and medical policymakers.
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Hou B, Li Y, Wang H. Internet use and health status among older adults: The mediating role of social participation. Front Public Health 2022; 10:1072398. [PMID: 36504989 PMCID: PMC9732719 DOI: 10.3389/fpubh.2022.1072398] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/11/2022] [Indexed: 11/27/2022] Open
Abstract
Background The acceleration of population aging and the arrival of the informatization make more and more older adults use the Internet, and its use is having an impact on their health. However, the relationship between internet use and the health of older adults and the mechanism of the effect of internet use on the health are not very clear. Methods Multiple linear regression models to explore the correlation between internet use and health status in the 3,141 individuals aged ≥60 years were used. Propensity score matching (PSM) method was used to test the robustness of the regression results. In addition, sequential recursive models was used to examine the mediating effect of social participation on the relationship between internet use and health status. Results and discussion We found a significant positive relationship between internet use and health status, and social participation mediated the relationship between internet use and health status. In addition, the effect of internet use on health status was different among older adults in rural and urban areas. Conclusions The development and application of internet products adapted to the development of an aging society should be accelerated to meet their needs for continued socialization. The forms and activities of social participation for the elderly groups should be enriched and public service internet usage training seminars should be conducted to improve internet skills.
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Affiliation(s)
- Bin Hou
- School of Cultural Tourism and Public Administration, Fujian Normal University, Fuzhou, China,*Correspondence: Bin Hou
| | - Yumei Li
- Department of Social and Behavioral Sciences, City University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Haixia Wang
- School of Social and Behavioral Sciences, Nanjing University, Nanjing, China,Haixia Wang
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14
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Peng RX. How online searches fuel health anxiety: Investigating the link between health-related searches, health anxiety, and future intention. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2022.107384] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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15
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Lin F, Chen X, Cheng EW. Contextualized impacts of an infodemic on vaccine hesitancy: The moderating role of socioeconomic and cultural factors. Inf Process Manag 2022; 59:103013. [PMID: 35874146 PMCID: PMC9286777 DOI: 10.1016/j.ipm.2022.103013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 06/24/2022] [Accepted: 06/28/2022] [Indexed: 12/22/2022]
Abstract
This study examines how perceived information overload and misinformation affect vaccine hesitancy and how this is moderated by structural and cultural factors. By applying and extending the fundamental cause theory, this study proposes a contextualized impact model to analyze a cross-national survey of 6034 residents in six societies in Asia, Europe and North America in June 2021. The study finds that (1) Older and highly-educated participants were less susceptible to COVID-19 information overload and belief in vaccine misinformation. (2) Perceived information overload led to an increase in vaccine acceptance and uptake, whereas belief in vaccine misinformation caused a decrease. (3) The structural differentiation of vaccine hesitancy was salient and higher socioeconomic status could buffer the negative impact of misinformation on vaccine acceptance. (4) Cultural factors such as collectivism and authoritarian mentality also served as buffers against the misinformation that reduced vaccine acceptance and uptake. These findings add nuanced footnotes to the fundamental causes theory and contribute to the discussion on the global recovery from the infodemic. Besides fact-checking and improving individual information literacy, effective and long-term information management and health policies must pay attention to stratified information gaps across socioeconomic groups, and to contextualize the communication and intervention strategies in different cultures.
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Affiliation(s)
- Fen Lin
- Department of Media and Communication, City University of Hong Kong, China.,Center for Public Affairs and Law, City University of Hong Kong, China
| | - Xi Chen
- Department of Sociology and Social Policy, Lingnan University, Hong Kong, China
| | - Edmund W Cheng
- Department of Public Policy, City University of Hong Kong, Kowloon Tong, Hong Kong, China.,Center for Public Affairs and Law, City University of Hong Kong, China
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16
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Tesfa GA, Yehualashet DE, Ewune HA, Zemeskel AG, Kalayou MH, Seboka BT. eHealth Literacy and its Associated Factors Among Health Professionals During the COVID-19 Pandemic in Resource-Limited Settings: Cross-sectional Study. JMIR Form Res 2022; 6:e36206. [PMID: 35737897 PMCID: PMC9285670 DOI: 10.2196/36206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 05/26/2022] [Accepted: 06/08/2022] [Indexed: 11/13/2022] Open
Abstract
Background The COVID-19 pandemic has wreaked havoc on health care systems and governments worldwide. Although eHealth literacy is acknowledged as a critical component of public health, it was overlooked during the pandemic. To assist patients and their families, health professionals should be knowledgeable about online health information resources and capable of evaluating relevant online information. In a resource-constrained situation, the level of eHealth literacy among health professionals is not well documented. Objective The aim of this study was to assess the eHealth literacy level and its associated factors among health professionals working in Amhara regional state teaching hospitals, Ethiopia. Methods A self-administered questionnaire was used in an institutional-based cross-sectional study design. Descriptive statistics were calculated to describe eHealth literacy statements and key variables using SPSS v.24. Bivariable and multivariable logistic regression models were fit to identify factors related to eHealth literacy. Variables with P<.05 were declared to be statistically significant predictors. Results A total of 383 participants completed and returned the questionnaire with a response rate of 90.5%. Health professionals demonstrated a moderate level of eHealth literacy (mean 29.21). Most of the professionals were aware of the available health resources located on the internet, and know how to search and locate these resources. However, they lack the ability to distinguish high-quality health resources from low-quality resources. Factors that were significantly associated with eHealth literacy were computer access, computer knowledge, perceived ease of use, and perceived usefulness of eHealth information resources. Conclusions It is crucial to provide training and support to health care workers on how to find, interpret, and, most importantly, evaluate the quality of health information found on the internet to improve their eHealth literacy level. Further research is needed to explore the role of eHealth literacy in mitigating pandemics in developing countries.
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Affiliation(s)
- Getanew Aschalew Tesfa
- School of Public Health, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia
| | | | - Helen Ali Ewune
- School of Public Health, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia
| | - Addisu Getnet Zemeskel
- Department of Midwifery, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia
| | - Mulugeta Hayelom Kalayou
- Department of Health Informatics, School of Public Health, College of Medicine and Health Sciences, Wollo University, Wollo, Ethiopia
| | - Binyam Tariku Seboka
- School of Public Health, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia
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17
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Meng F, Guo X, Peng Z, Zhang X, Lai KH. Understanding the Antecedents of the Routine Use of Mobile Health Services: A Person–Technology–Health Framework. Front Psychol 2022; 13:879760. [PMID: 35783802 PMCID: PMC9245714 DOI: 10.3389/fpsyg.2022.879760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 05/13/2022] [Indexed: 11/13/2022] Open
Abstract
Although numerous studies have been conducted to understand the antecedents of usage of mobile health (mHealth) services, most of them solely focus on characteristics of mHealth services themselves but neglect taking users’ psychological and health-related factors into consideration. Besides, the comprehensive understanding of what influences users’ routine use intentions regarding mHealth services is lacking. Therefore, this study proposes a person–technology–health framework that underlines how personal factors (e.g., personal innovativeness in IT), technological factors (e.g., trust), and health factors (e.g., perceived health severity) jointly influence individuals’ routine use intentions regarding mHealth services. The proposed research model and related hypotheses were tested based on survey data from 270 respondents. The results indicate that personal innovativeness in IT, trust, and perceived health severity are important for enhancing routine use intention of mHealth services. Specifically, in situations of high perceived health severity, trust relates less positively to routine use intention than personal innovativeness in IT. In contrast, in situations of low perceived health severity, trust relates more positively to routine use intention than personal innovativeness in IT. The research findings extend the existing literature on routine use intention related to mHealth services and provide significant implications for practitioners.
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Affiliation(s)
- Fanbo Meng
- School of Business Jiangnan University, Wuxi, China
| | - Xitong Guo
- Harbin Institute of Technology, Harbin, China
- *Correspondence: Xitong Guo,
| | - Zeyu Peng
- Business School, East China University of Science and Technology, Shanghai, China
| | - Xiaofei Zhang
- School of Business, Nankai University, Tianjin, China
| | - Kee-hung Lai
- Department of Logistics and Maritime Studies, Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
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18
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Zhao X, Basnyat I. Online information and support seeking during COVID-19 lockdown in Wuhan: implications for health promotion. Health Promot Int 2022; 37:6631491. [PMID: 35788308 PMCID: PMC9278205 DOI: 10.1093/heapro/daac057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The lockdown that was deployed in Wuhan, China to combat the COVID-19 pandemic curbed the infection but also created great information challenges for people in social isolation. This resulted in surge in online health information seeking (OHIS) behaviors of the patients and their families. While the Internet has been widely used by Chinese public to access and search health information, there is relatively little research in the context of pandemic outbreaks, especially at the onset of a strong lockdown while many people were panicking. From a total of 10 908 ‘#COVID-19 Patient Seeking Help’ posts on Weibo in a period of 20 days when the lockdown policy was first initiated, we identified 1496 unique patients living in or with family in Wuhan, China. Using textual analysis, we explored OHIS behaviors at the onset of the pandemic. Many faced increased difficulties accessing offline healthcare services and such turned to social media for help and information. In particular, the findings highlight the following themes: ‘OHIS for medical treatment’, ‘OHIS to manage self-quarantine’, ‘OHIS for tangible support’ and ‘OHIS to navigate information discrepancy’. Overall, our findings provide important insights into health information seeking behaviors and the role of social media during a pandemic. Our findings also highlight the importance of considering people’s information need and challenges created due to the lockdown policies in the future pandemic communication and preparedness.
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Affiliation(s)
- Xiaoman Zhao
- Research Center of Journalism and Social Development, School of Journalism and Communication, Renmin University of China, 59 Zhongguancun Street, Beijing 100872, China
| | - Iccha Basnyat
- Global Affairs Program & Department of Communication, Horizon Hall, George Mason University, Fairfax, VA 22030, USA
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19
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Chen X, Lin F, Cheng EW. Stratified Impacts of the Infodemic During the COVID-19 Pandemic: Cross-sectional Survey in 6 Asian Jurisdictions. J Med Internet Res 2022; 24:e31088. [PMID: 35103601 PMCID: PMC8942092 DOI: 10.2196/31088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 08/17/2021] [Accepted: 10/13/2021] [Indexed: 12/21/2022] Open
Abstract
Background Although timely and accurate information during the COVID-19 pandemic is essential for containing the disease and reducing mental distress, an infodemic, which refers to an overabundance of information, may trigger unpleasant emotions and reduce compliance. Prior research has shown the negative consequences of an infodemic during the pandemic; however, we know less about which subpopulations are more exposed to the infodemic and are more vulnerable to the adverse psychological and behavioral effects. Objective This study aimed to examine how sociodemographic factors and information-seeking behaviors affect the perceived information overload during the COVID-19 pandemic. We also investigated the effect of perceived information overload on psychological distress and protective behavior and analyzed the socioeconomic differences in the effects. Methods The data for this study were obtained from a cross-national survey of residents in 6 jurisdictions in Asia in May 2020. The survey targeted residents aged 18 years or older. A probability-based quota sampling strategy was adopted to ensure that the selected samples matched the population’s geographical and demographic characteristics released by the latest available census in each jurisdiction. The final sample included 10,063 respondents. Information overload about COVID-19 was measured by asking the respondents to what extent they feel overwhelmed by news related to COVID-19. The measure of psychological distress was adapted from the Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders 5 (DSM-5). Protective behaviors included personal hygienic behavior and compliance with social distancing measures. Results Younger respondents and women (b=0.20, 95% CI 0.14 to 0.26) were more likely to perceive information overload. Participants self-perceived as upper or upper-middle class (b=0.19, 95% CI 0.09 to 0.30) and those with full-time jobs (b=0.11, 95% CI 0.04 to 0.17) tended to perceive higher information overload. Respondents who more frequently sought COVID-19 information from newspapers (b=0.12, 95% CI 0.11 to 0.14), television (b=0.07, 95% CI 0.05 to 0.09), and family and friends (b=0.11, 95% CI 0.09 to 0.14) were more likely to feel overwhelmed. In contrast, obtaining COVID-19 information from online news outlets and social media was not associated with perceived information overload. There was a positive relationship between perceived information overload and psychological distress (b=2.18, 95% CI 2.09 to 2.26). Such an association was stronger among urban residents, full-time employees, and those living in privately owned housing. The effect of perceived information overload on protective behavior was not significant. Conclusions Our findings revealed that respondents who were younger, were female, had a higher socioeconomic status (SES), and had vulnerable populations in the household were more likely to feel overwhelmed by COVID-19 information. Perceived information overload tended to increase psychological distress, and people with higher SES were more vulnerable to this adverse psychological consequence. Effective policies and interventions should be promoted to target vulnerable populations who are more susceptible to the occurrence and negative psychological influence of perceived information overload.
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Affiliation(s)
- Xi Chen
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Fen Lin
- Department of Media and Communication, City University of Hong Kong, Kowloon Tong, Hong Kong
| | - Edmund W Cheng
- Department of Public Policy, City University of Hong Kong, Kowloon Tong, Hong Kong
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20
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Kim J, Phillips JG, Ogeil RP. Nowhere else to go: Help seeking online and maladaptive decisional styles. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2021.107103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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21
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Liu ZW. Research Progress and Model Construction for Online Health Information Seeking Behavior. Front Res Metr Anal 2022; 6:706164. [PMID: 35224421 PMCID: PMC8873569 DOI: 10.3389/frma.2021.706164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 12/30/2021] [Indexed: 11/24/2022] Open
Abstract
Under the background of coronavirus disease 2019 (COVID-19), online health information seeking has become one of the most important information needs of the public and even the only channel for health information seeking in this special period. A review of the research on online health information-seeking behavior will help give full play to the previous academic research, further emphasize the necessity of online health information-seeking research, and promote the development of research in this field. This study firstly presents the research overview of online health information-seeking behavior by using the informetric method. Secondly, an overview is carried out from the perspective of online health information platforms, groups, quality, satisfaction, etc., to explore the influencing factors and their relationships in the process of online health information seeking. On this basis, the existing behavioral models are integrated and sorted out to build a new behavioral theoretical model in line with the current online health information seeking.
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22
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LI K, Cao X, He Z, Liu L. The Effect of Experience on Anxiety in Food Safety Incidents—An Empirical Study on Infant Formula Safety Incidents in China. Healthcare (Basel) 2022; 10:healthcare10010138. [PMID: 35052301 PMCID: PMC8776098 DOI: 10.3390/healthcare10010138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/04/2022] [Accepted: 01/05/2022] [Indexed: 11/16/2022] Open
Abstract
Infant formula incidents have endangered the dietary safety and healthy growth of infants and young children and are triggers of the public’s negative emotions, attracting widespread public attention. The aim of this research was to explore how perceived knowledge gap, risk perception, past actual risk experience, and media risk experience affect anxiety. The research data obtained from 506 respondents were divided into groups with actual risk experience and without actual risk experience. Then, PLS-SEM was used to analyze the data. The results show that risk perception mediated the relationship between perceived knowledge gap and anxiety. Specifically, for the group with actual risk experience, perceived knowledge gap had a significant direct impact on anxiety; however, there was no moderation effect of media experience on the relationship between perceived knowledge gap and risk perception. For the group without actual risk experience, perceived knowledge gap had no direct effect on anxiety, and media experience had a significant moderating effect on the relationship between perceived knowledge gap and risk perception. The results suggest that in infant formula safety incidents, actual risk experience and media risk experience have different influence mechanisms on anxiety. Actual risk experience will directly and intuitively bridge the relationship between perceived knowledge gap and anxiety. Meanwhile, groups without actual risk experience tend to be influenced by rational risk judgment, and this process is moderated by media risk experience.
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Affiliation(s)
- Ke LI
- School of Journalism and Communication, Wuhan University, Wuhan 430072, China; (K.L.); (X.C.); (Z.H.)
- Center for Studies of Media Development, Wuhan University, Wuhan 430072, China
| | - Xueyan Cao
- School of Journalism and Communication, Wuhan University, Wuhan 430072, China; (K.L.); (X.C.); (Z.H.)
| | - Zhiwei He
- School of Journalism and Communication, Wuhan University, Wuhan 430072, China; (K.L.); (X.C.); (Z.H.)
| | - Liqun Liu
- National Institute of Cultural Development, Wuhan University, Wuhan 430072, China
- Correspondence:
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23
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Nasiri M, Mohammadkhani S, Akbari M, Alilou MM. The structural model of cyberchondria based on personality traits, health-related metacognition, cognitive bias, and emotion dysregulation. Front Psychiatry 2022; 13:960055. [PMID: 36699479 PMCID: PMC9869141 DOI: 10.3389/fpsyt.2022.960055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 12/16/2022] [Indexed: 01/12/2023] Open
Abstract
INTRODUCTION Cyberchondria is excessive seeking for online health-related information related to increasing health anxiety and distress levels. The current study investigated the mediating role of health-related metacognition, cognitive bias, and emotion dysregulation in the relationship between personality traits and cyberchondria. METHODS Participants were 703 individuals 18+ years old who had access to the internet (males = 43.8%, mean age = 33.82 ± 10.09 years and females = 56.2%, mean age = 34.37 ± 11.16 years). They voluntarily completed a questionnaire package that included the Cyberchondria Severity Scale (CSS), the revised NEO Personality Inventory (NEO-PI-R), the Difficulties in Emotion Regulation Scale (DERS), the Meta-Cognitions about Health Questionnaire (MCQ-HA), and the Health Cognitions Questionnaire (HCQ). RESULTS The initial evaluation of the model demonstrated that the personality traits of openness to experience, agreeableness, and conscientiousness had no significant relationship with other variables in the structural model, and the effects of neuroticism and extroversion were the only significant results. Rerunning the model with the removal of non-significant variables revealed a full mediation of health-related metacognition, cognitive bias, and emotion dysregulation in the relation between personality traits (neuroticism and extraversion) and cyberchondria. Fit indices demonstrated the acceptable fit of the model with the collected data (χ2 = 979.24, p <.001; NFI = 0.92, CFI = 0.93, GFI = 0.90, IFI = 0.93, RMSEA = 0.071, and SRMR = 0.063). The results indicated that the present model could explain R 2 = 54% of cyberchondria variance. DISCUSSION These findings suggest that health-related metacognition, cognitive bias, and emotion dysregulation could demonstrate a full mediating role in the correlation between personality traits and cyberchondria.
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Affiliation(s)
- Mohammad Nasiri
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Shahram Mohammadkhani
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Mehdi Akbari
- Department of Clinical Psychology, Faculty of Psychology and Education, Kharazmi University, Tehran, Iran
| | - Majid Mahmoud Alilou
- Department of Psychology, Faculty of Psychology and Educational Sciences, University of Tabriz, Tabriz, Iran
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24
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Online Health Information Seeking Behavior: A Systematic Review. Healthcare (Basel) 2021; 9:healthcare9121740. [PMID: 34946466 PMCID: PMC8701665 DOI: 10.3390/healthcare9121740] [Citation(s) in RCA: 95] [Impact Index Per Article: 31.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 11/24/2021] [Accepted: 11/26/2021] [Indexed: 11/16/2022] Open
Abstract
The last five years have seen a leap in the development of information technology and social media. Seeking health information online has become popular. It has been widely accepted that online health information seeking behavior has a positive impact on health information consumers. Due to its importance, online health information seeking behavior has been investigated from different aspects. However, there is lacking a systematic review that can integrate the findings of the most recent research work in online health information seeking, and provide guidance to governments, health organizations, and social media platforms on how to support and promote this seeking behavior, and improve the services of online health information access and provision. We therefore conduct this systematic review. The Google Scholar database was searched for existing research on online health information seeking behavior between 2016 and 2021 to obtain the most recent findings. Within the 97 papers searched, 20 met our inclusion criteria. Through a systematic review, this paper identifies general behavioral patterns, and influencing factors such as age, gender, income, employment status, literacy (or education) level, country of origin and places of residence, and caregiving role. Facilitators (i.e., the existence of online communities, the privacy feature, real-time interaction, and archived health information format), and barriers (i.e., low health literacy, limited accessibility and information retrieval skills, low reliable, deficient and elusive health information, platform censorship, and lack of misinformation checks) to online health information seeking behavior are also discovered.
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25
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Stovall MC, Firkins J, Hansen L, Dieckmann NF, van Ryn M. Personality Traits and Traumatic Outcome Symptoms in Registered Nurses in the Aftermath of a Patient Safety Incident. J Patient Saf 2021; 17:e1652-e1659. [PMID: 32604193 DOI: 10.1097/pts.0000000000000740] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The purpose of this study was to investigate the relationship between personality traits (perfectionism and neuroticism) and the traumatic outcomes of reexperiencing, avoidance, and alcohol abuse severity of registered nurses (RNs) who have been involved with a patient safety incident (PSI). We hypothesized that higher scores for perfectionism and neuroticism would predict higher reexperiencing and avoidance symptoms in RNs in the aftermath of a PSI. Also, RNs with higher perfectionism and neuroticism sum scores would be more likely to abuse alcohol. METHODS A descriptive, correlational study design was used to characterize the relationships of personality traits and potential traumatic outcomes of RNs in the aftermath of a PSI. The Almost Perfect Scale-Revised, Neuroticism Scale, Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, and Alcohol Use Disorders Identification Test-Consumption measures were administered to RNs licensed in Oregon and New York. RESULTS Perfectionist-discrepancy personality traits (P < 0.01) were the strongest predictors for reexperiencing symptoms and neuroticism (P < 0.05) was the strongest predictor for avoidance symptoms, when controlling for sociodemographics and experience. We found a negative linear relationship between perfectionism-order and alcohol abuse severity (β = -0.15, P < 0.01; confidence interval, -0.24 to 0.05). CONCLUSIONS This study demonstrated a statistically significant relationship between perfectionism-discrepancy and reexperiencing as well as between neuroticism and reexperiencing and avoidance, each explaining 4% of variance of their model. The results add to the nurse second victim literature by validating 2 posttraumatic stress disorder symptoms in RNs in the aftermath of a PSI. Registered nurses with perfectionism-order were less likely to abuse alcohol.
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Affiliation(s)
- Mady C Stovall
- From the Oregon Health & Science University, School of Nursing, Portland, Oregon
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26
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Jagtap S, Shamblaw AL, Rumas R, Best MW. Information seeking and health anxiety during the COVID-19 pandemic: The mediating role of catastrophic cognitions. Clin Psychol Psychother 2021; 28:1379-1390. [PMID: 34734452 PMCID: PMC8652628 DOI: 10.1002/cpp.2684] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 10/08/2021] [Accepted: 10/26/2021] [Indexed: 11/21/2022]
Abstract
Cognitive–behavioural models of health anxiety propose a positive association between information seeking and health anxiety; however, it is unclear the extent to which cognitive mechanisms may mediate this relationship. Catastrophic cognitions are one type of cognition that may mediate this relationship, and the COVID‐19 pandemic has presented an opportunity to examine these relationships within the context of a global health catastrophe. The current study investigated both cross‐sectional (N = 797) and longitudinal (n = 395) relationships between information seeking, health anxiety and catastrophizing during the pandemic. Data were collected using Amazon Mechanical Turk during April and May 2020. Information seeking and health anxiety were positively associated both cross‐sectionally and longitudinally (rs = .25–.29). Catastrophic cognitions significantly mediated the relationship between information seeking and health anxiety both cross‐sectionally and longitudinally. Developing effective methods of reducing information seeking and catastrophizing may serve to reduce health anxiety during global health crises such as the current pandemic.
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Affiliation(s)
- Shreya Jagtap
- Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Amanda L Shamblaw
- Department of Psychology, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Rachel Rumas
- Department of Psychology, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Michael W Best
- Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto, Ontario, Canada.,Department of Psychology, University of Toronto Scarborough, Toronto, Ontario, Canada
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27
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Dillard JP, Li R, Yang C. Fear of Zika: Information Seeking as Cause and Consequence. HEALTH COMMUNICATION 2021; 36:1785-1795. [PMID: 32757627 DOI: 10.1080/10410236.2020.1794554] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This study examined the relationship between information seeking and fear during the Zika-induced global health crisis. A longitudinal survey of women in the Southern U.S. (N = 306) was conducted in 2016, beginning just days after the World Health Organization declared Zika a global crisis. The data showed that time 1 fear stimulated information seeking at time 2 and that time 2 information seeking caused fear at time 3. This pattern held regardless of whether participants were pregnant or planning to become pregnant (high personal relevance) versus neither (low personal relevance). The findings are at odds with most theories of fear appeals and only partially supportive of contemporary models of information seeking. From an applied standpoint, the results suggest (a) that information seeking should not be assumed to produce uniformly attractive outcomes and (b) that, during a disease crisis, health agencies should anticipate proactive behaviors by members of the public and plan accordingly.
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Affiliation(s)
- James Price Dillard
- Department of Communication Arts and Sciences, The Pennsylvania State University
| | - Ruobing Li
- School of Journalism, Stony Brook University
| | - Chun Yang
- Manship School of Mass Communication, Louisiana State University
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Han J, Zhao X. Impact of Internet Use on Multi-dimensional Health: An Empirical Study Based on CGSS 2017 Data. Front Public Health 2021; 9:749816. [PMID: 34733815 PMCID: PMC8558342 DOI: 10.3389/fpubh.2021.749816] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 09/21/2021] [Indexed: 11/21/2022] Open
Abstract
Based on the data of the Chinese General Social Survey (CGSS) in 2017, the paper divides overall health into physical, mental, and social health, using the ordered probit model to examine the impact of Internet use on multi-dimensional health. It then discusses the possible heterogeneity in different groups and underlying mechanism. Results found that using the Internet can improve the health level in multiple dimensions. After endogenous and robustness tests, the results remain robust. Heterogeneity analysis shows that Internet use has more obvious effects on the health of senior high school education or above, the elderly, and men. Further analysis of the mediating effect model found that information, leisure, and social preferences are important path mechanisms for Internet use to promote physical, mental, and social health, respectively.
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Affiliation(s)
- Junhui Han
- School of Economics and Management, Taiyuan University of Technology, Jinzhong, China
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Zheng H, Kyung Kim H, Joanna Sin SC, Theng YL. A theoretical model of cyberchondria development: Antecedents and intermediate processes. TELEMATICS AND INFORMATICS 2021. [DOI: 10.1016/j.tele.2021.101659] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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Wang X, Shi J, Kong H. Online Health Information Seeking: A Review and Meta-Analysis. HEALTH COMMUNICATION 2021; 36:1163-1175. [PMID: 32290679 DOI: 10.1080/10410236.2020.1748829] [Citation(s) in RCA: 100] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Online health information, as an emerging field in health communication research, has attracted close attention from researchers. To identify major determinants of why individuals seek health information online, we conducted a meta-analysis that systematically accumulates the existing research findings. To that end, by integrating three theories or models for examining information-seeking behavior, we developed a theoretical framework for the current meta-analysis that emphasizing psychosocial, instrumental, contextual, and demographic factors. By analyzing the effect sizes from 44 articles representing 54 empirical samples, we found that the quality, trustworthiness, and utility of online health information were the dominant predictors of seeking it and that instrumental factors were more important than psychological ones in determining whether individuals did so. Moreover, the development of information and communication technology, the sampling method, and the type of information sought significantly moderated pairwise relationships between determinants and seeking behavior, whereas culture did not. Herein, we discuss the theoretical implications of our findings as well as directions for future research.
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Affiliation(s)
- Xiaohui Wang
- Department of Journalism, School of Communication, Hong Kong Baptist University
| | - Jingyuan Shi
- Department of Communication Studies, School of Communication, Hong Kong Baptist University
| | - Hanxiao Kong
- School of Communication, Hong Kong Baptist University
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Smith DA. Wikipedia: an unexplored resource for understanding consumer health information behaviour in library and information science scholarship. JOURNAL OF DOCUMENTATION 2021. [DOI: 10.1108/jd-03-2021-0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeTo date, health information behaviour (HIB) models have not been applied to an exploration of Wikipedia as a consumer health information resource. Wikipedia has been situated and is well established as a valuable resource for the general layperson wishing to learn more about their health or the health of a loved one. This paper aims to identify an approach to exploring the role of Wikipedia in consumer health information behaviour (CHIB) that is grounded in a conceptual framework from the library and information science (LIS) discipline.Design/methodology/approachThe author draws on current HIB models and relevant theories from existing LIS literature and applies them to propose a new definition of CHIB. The author uses this definition to frame Wikipedia as an unexplored consumer health information resource in the LIS scholarship and suggests future directions for placing such investigations within a conceptual framework from LIS.FindingsThe paper finds that Longo's expanded conceptual model of health information-seeking behaviour (ECMHISB) could be valuable and useful for the exploration of CHIB in relation to Wikipedia's health and medical content. Due to Wikipedia's online nature, research framed by these models must acknowledge and take under consideration the digital divide phenomenon and various factors that influence an individual's place within it.Research limitations/implicationsThis work builds a foundation upon which future research into the role of Wikipedia's health and medical content in CHIB can be grounded. Using Longo's model, future research might provide insight into who Wikipedia is helping and who it has left behind. LIS scholars, practicing health librarians and perhaps health workers stand to gain a deeper understanding of the potential influence of Wikipedia's health information on its consumers.Originality/valueFor LIS scholars, this paper is novel in the fact that a HIB model has not yet been applied to the study of Wikipedia's health content. This paper provides a foundation for this research.
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You ZT, Zhong M, Gao Q, Wei HX, Zeng XH. The Impact of Digital Economy on Residents' Health: Based on the Perspective of Population Ageing. Front Public Health 2021; 9:725971. [PMID: 34381758 PMCID: PMC8350039 DOI: 10.3389/fpubh.2021.725971] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 06/25/2021] [Indexed: 11/13/2022] Open
Abstract
This paper uses panel data from inland provinces of China to perform a fixed effect regression and finds that the development of the digital economy has a significant promotional effect on the health of residents. Then, the population ageing rate is further used as a threshold variable for a threshold regression, and the relationship between the development of the digital economy and the health of residents from the perspective of ageing is discussed. The empirical results show that the ageing of the population will reduce the role of the digital economy in promoting residents' health. There is a non-linear single threshold effect between the development of the digital economy and residents' health indicators. In areas of China with a better developed digital economy, when the ageing rate exceeds the threshold, the positive impact of the development of the digital economy on population health has increased compared with the population ageing below the threshold. These asymmetric developments are closely related to economic development, historical and cultural factors, and policies formulated by the government. Therefore, as the digital economy continues to advance, the government should also provide health services fairly and efficiently, and formulate effective Internet assistance policies for the elderly so that the development of the digital economy can more comprehensively promote the health of residents of all ages.
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Affiliation(s)
- Zhi-Ting You
- Business School, Guangxi University, Nanning, China
| | - Min Zhong
- College of Economics, Jinan University, Guangzhou, China
| | - Qing Gao
- Graduate School, Nanning Normal University, Nanning, China
| | - Hong-Xiang Wei
- College of Economics and Management, Nanning Normal University, Nanning, China
| | - Xi-Hao Zeng
- College of Economics and Management, Nanning Normal University, Nanning, China
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Boyce L, Harun A, Prybutok G, Prybutok VR. Exploring the factors in information seeking behavior: a perspective from multinational COPD online forums. Health Promot Int 2021; 37:6323655. [PMID: 34293130 DOI: 10.1093/heapro/daab042] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This research establishes a theoretical framework for evaluating antecedents of the information seeking behaviors of online forum participants with chronic obstructive pulmonary disease (COPD). We evaluated the proposed framework using partial least squares structural equation modeling (PLS-SEM) after gathering data using a cross-sectional survey. We subsequently assessed the framework using importance-performance map analysis (IPMA). Findings suggest that perceived ease of use does not singularly influence COPD forum users' information seeking behavior. IPMA analysis reveals that the opportunity to interact with other forum members creates the greatest impact on COPD forum users' mindsets, among all the indicators. For healthcare professionals, the results of this study provide a blueprint in terms of utilizing COPD online forums to foster recurrent associations among forum administrators and users and by creating a strong social and informational resource for COPD information seekers.
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Affiliation(s)
- LeAnn Boyce
- Department of Information Science, College of Information, University of North Texas, Denton, TX, USA
| | - Ahasan Harun
- Department of Information Systems, Robert C. Vackar College of Business, University of Texas Rio Grande Valley, Edinburg, TX, USA
| | - Gayle Prybutok
- Department of Rehabilitation and Health Services, College of Health and Public Service, University of North Texas, Denton, TX, USA
| | - Victor R Prybutok
- Department of Information Technology and Decision Sciences, G. Brint Ryan College of Business, University of North Texas, Denton, TX, USA
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Using Machine Learning to Predict Young People's Internet Health and Social Service Information Seeking. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2021; 22:1173-1184. [PMID: 33974226 DOI: 10.1007/s11121-021-01255-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 10/21/2022]
Abstract
Machine learning creates new opportunities to design digital health interventions for youth at risk for acquiring HIV (YARH), capitalizing on YARH's health information seeking on the internet. To date, researchers have focused on descriptive analyses that associate individual factors with health-seeking behaviors, without estimating of the strength of these predictive models. We developed predictive models by applying machine learning methods (i.e., elastic net and lasso regression models) to YARH's self-reports of internet use. The YARH were aged 14-24 years old (N = 1287) from Los Angeles and New Orleans. Models were fit to three binary indicators of YARH's lifetime internet searches for general health, sexual and reproductive health (SRH), and social service information. YARH responses regarding internet health information seeking were fed into machine learning models with potential predictor variables based on findings from previous research, including sociodemographic characteristics, sexual and gender minority identity, healthcare access and engagement, sexual behavior, substance use, and mental health. About half of the YARH reported seeking general health and SRH information and 26% sought social service information. Areas under the ROC curve (≥ .75) indicated strong predictive models and results were consistent with the existing literature. For example, higher education and sexual minority identification was associated with seeking general health, SRH, and social service information. New findings also emerged. Cisgender identity versus transgender and non-binary identities was associated with lower odds of general health, SRH, and social service information seeking. Experiencing intimate partner violence was associated with higher odds of seeking general health, SRH, and social service information. Findings demonstrate the ability to develop predictive models to inform targeted health information dissemination strategies but underscore the need to better understand health disparities that can be operationalized as predictors in machine learning algorithms.
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Shanok NA, Meltzer K, Frank C, Lugo V, Jones NA. Computerized inhibitory control training reduces anxiety in preadolescent students. APPLIED NEUROPSYCHOLOGY-CHILD 2021; 11:455-470. [PMID: 33605177 DOI: 10.1080/21622965.2021.1884984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The study examined the relationship between anxiety, inhibitory control (IC), and resting-state electroencephalography (EEG) in a critical age-range for social and emotional development (8-12-year-olds). The participants were assigned to 4 weeks of either an emotional IC training program, a neutral IC training program, or a waitlisted control, and were tested using cognitive, emotional, and EEG measures. The training was computerized and completed remotely. At baseline, IC accuracy scores were negatively related to both anxiety and depression levels (N = 42). Additionally, increased right lateral frontal alpha asymmetry was predictive of increased anxiety/depression scores. A series of multivariate analyses of covariance and post-hoc tests were conducted to compare effects in the participants that completed the full 16 sessions of training (N = 32). Overall the emotional and neutral training conditions showed similar improvements in IC accuracy, as well as reductions in anxiety compared to the waitlist condition. Minimal neurophysiological changes occurred from pre-to-post; however, lateral frontal asymmetry shifted leftward in the emotional training group. These findings highlight the potential of computerized IC training for mitigating negative emotional functioning in preadolescents. Future research is necessary to determine the long-term effects of IC training and whether longer training intervals facilitate persisting impacts.
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Affiliation(s)
- Nathaniel A Shanok
- Behavioral Sciences Department, Florida Atlantic University, Boca Raton, Florida, USA
| | - Kelsey Meltzer
- Behavioral Sciences Department, Florida Atlantic University, Boca Raton, Florida, USA
| | - Colin Frank
- Behavioral Sciences Department, Florida Atlantic University, Boca Raton, Florida, USA
| | - Victoria Lugo
- Behavioral Sciences Department, Florida Atlantic University, Boca Raton, Florida, USA
| | - Nancy Aaron Jones
- Behavioral Sciences Department, Florida Atlantic University, Boca Raton, Florida, USA
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36
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Zhang D, Hu H, Shi Z, Li B. Perceived Needs Versus Predisposing/Enabling Characteristics in Relation to Internet Cancer Information Seeking Among the US and Chinese Public: Comparative Survey Research. J Med Internet Res 2021; 23:e24733. [PMID: 33427668 PMCID: PMC7834927 DOI: 10.2196/24733] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/01/2020] [Accepted: 12/19/2020] [Indexed: 12/02/2022] Open
Abstract
Background Since the rise of the internet, online health information seeking has become a worldwide phenomenon. However, health and health communication are inherently culture bound. A data-driven cross-country comparison enables us to better understand how cultural factors moderate the association between individual-level determinants and online health information seeking. Objective The objective of the study was to examine similarities and differences in determinants of internet cancer information seeking between the US and Chinese general public (excluding cancer patients and survivors) under the framework of a behavioral model of health services use. Methods This study used Health Information National Trends Survey (HINTS) 2017 (US data) and HINTS-China 2017 data to answer the research question. It focused on people with no cancer history and with internet access. For the HINTS 2017, the sample size was 2153; for the HINTS-China 2017, the sample size was 2358. To compare China and the United States, the researchers selected the same set of study variables for each dataset. Under the framework of the behavioral model of health services use, these predictors were predisposing factors, enabling factors, and need factors. Results In terms of the predisposing factors, a higher age, college degree or above, being currently unemployed, and having a family history of cancer were associated with internet cancer information seeking for the Chinese respondents; none of these factors were related to information seeking for the US respondents, although a lower age was associated with information seeking. Regarding the enabling conditions, lower trust in family members and friends as reliable information sources was the only factor associated with information seeking for the Chinese respondents, while no enabling factor was related to information seeking for the US respondents. Regarding the need factors, perceived health status was not related to information seeking for the Chinese respondents, while perception of poorer health condition was related to information seeking for the US respondents. Higher cancer fear was related to information seeking for both groups, but the magnitude of association was smaller for the Chinese respondents than for the US respondents. Conclusions Overall, under the framework of the behavioral model of health services use, the results based on multivariate logistic regression reveal clear patterns of cross-country/cultural differences in the factors associated with internet cancer information seeking behaviors: predisposing characteristics and enabling conditions are more important in China, while perceived needs are more significant in the US. Such differences might reflect possible US-China differences in job environment (eg, job pressure) and culture (individualism vs collectivism and family structure).
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Affiliation(s)
- Di Zhang
- School of Journalism and Communication, Renmin University of China, Beijing, China
| | - Hongchao Hu
- School of Journalism and Communication, Renmin University of China, Beijing, China
| | - Zhen Shi
- School of Journalism and Communication, Renmin University of China, Beijing, China
| | - Biao Li
- School of Journalism and Communication, Renmin University of China, Beijing, China
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Exploring How Media Influence Preventive Behavior and Excessive Preventive Intention during the COVID-19 Pandemic in China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17217990. [PMID: 33143145 PMCID: PMC7663107 DOI: 10.3390/ijerph17217990] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 10/11/2020] [Accepted: 10/19/2020] [Indexed: 12/12/2022]
Abstract
In the context of global fighting against the unexpected COVID-19 pandemic, how to promote the public implementation of preventive behavior is the top priority of pandemic prevention and control. This study aimed at probing how the media would affect the public’s preventive behavior and excessive preventive intention accordingly. Data were collected from 653 respondents in the Chinese mainland through online questionnaires and further analyzed by using partial least squares structural equation modeling (PLS-SEM). Taking risk perception, negative emotions, and subjective norms as mediators, this study explored the impact of mass media exposure and social networking services involvement on preventive behavior and excessive preventive intention. Based on differences in the severity of the pandemic, the samples were divided into the Wuhan group and other regions group for multi-group comparison. The results showed that mass media exposure had a significant positive impact on subjective norms; moreover, mass media exposure could significantly enhance preventive behavior through subjective norms, and social networking services involvement had a significant positive impact on negative emotions; meanwhile, social networking services involvement promoted excessive preventive intention through negative emotions.
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Maftei A, Holman AC. Cyberchondria During the Coronavirus Pandemic: The Effects of Neuroticism and Optimism. Front Psychol 2020; 11:567345. [PMID: 33192848 PMCID: PMC7662431 DOI: 10.3389/fpsyg.2020.567345] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 09/11/2020] [Indexed: 12/21/2022] Open
Abstract
Health anxiety during the current coronavirus pandemic can be a serious psychological issue, amplified by the medical uncertainty around this disease and social isolation. As older people are especially at risk of becoming severely ill, it is important to examine the personal factors that make members of this age group more prone to health anxiety. Previous studies indicated that cyberchondria, i.e., the repeated online search for medical information, exacerbates health anxiety. The present research investigated the effect of two opposing traits, optimism and neuroticism, on cyberchondria during the COVID-19 pandemic. The associations of cyberchondria with demographic factors (age, gender, and education) were also examined. A sample of 880 participants, aged 15-67, 65% of whom were female, participated in an online survey. Results show that neuroticism, age, and being female are positively associated with cyberchondria. Optimism was found to be related to cyberchondria, but this effect was qualified by a significant interaction with age. Further analysis revealed that the effect of optimism was significant only in the highest age group. Moreover, among these elderly participants, the psychologically protective influence of optimism against cyberchondria emerged as larger than the opposite effect of neuroticism. This demonstrates the mental benefits of encouraging a positive outlook on the current health crisis and on one's personal resilience in facing it, especially among the elderly. Conversely, among people who use the Internet as a major source of medical information, those high in neuroticism may be more prone to cyberchondria.
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Affiliation(s)
- Alexandra Maftei
- Department of Psychology, Alexandru Ioan Cuza University, Iaşi, Romania
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Alhusseini N, Banta JE, Oh J, Montgomery S. Understanding the Use of Electronic Means to Seek Personal Health Information Among Adults in the United States. Cureus 2020; 12:e11190. [PMID: 33269121 PMCID: PMC7703714 DOI: 10.7759/cureus.11190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In this study, we explored who is most likely to use electronic means to seek health information and why; our research was guided by the Health Belief Model (HBM). We used the National Cancer Institute’s Health Information Trends Survey (HINTS) dataset for 2017 and 2018 (n=6,697). We found that 67.5% of US adults used electronic means to seek health information and that females (52.4%), non-Hispanic whites (63.8%), those with at least some college education (76.5%), and those with a household income of at least $50,000 per year (58.3%) were most likely to do so. Respondents reporting depression were 42% more likely to use electronic means to seek health information, suggesting that stigma about mental health may direct people with depression to seek online information to avoid face-to-face communication. Using a tablet to track progress on a health-related goal [odds ratio (OR)=2.38, p<0.0001], and using a tablet to make a decision about treating an illness (OR=6.00, p<0.0001) were highly associated with seeking electronic health information. As the internet remains largely unregulated, this suggests that health systems link their patients to trustworthy resources for preventive and treatment-related information, since many already engage in internet-guided health information-seeking.
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Affiliation(s)
| | - Jim E Banta
- Public Health, Loma Linda University, Loma Linda, USA
| | - Jisoo Oh
- Public Health, Loma Linda University, Loma Linda, USA
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Integrating geographic information system technique with Google Trends data to analyse COVID-19 severity and public interest. Public Health 2020; 189:3-4. [PMID: 33074108 PMCID: PMC7494314 DOI: 10.1016/j.puhe.2020.09.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 09/08/2020] [Indexed: 11/21/2022]
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Zhao X, Fan J, Basnyat I, Hu B. Online Health Information Seeking Using "#COVID-19 Patient Seeking Help" on Weibo in Wuhan, China: Descriptive Study. J Med Internet Res 2020; 22:e22910. [PMID: 33001838 PMCID: PMC7572118 DOI: 10.2196/22910] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 09/01/2020] [Accepted: 09/15/2020] [Indexed: 01/19/2023] Open
Abstract
Background First detected in Wuhan, China in December 2019, the COVID-19 pandemic stretched the medical system in Wuhan and posed a challenge to the state’s risk communication efforts. Timely access to quality health care information during outbreaks of infectious diseases can be effective to curtail the spread of disease and feelings of anxiety. Although existing studies have extended our knowledge about online health information–seeking behavior, processes, and motivations, rarely have the findings been applied to an outbreak. Moreover, there is relatively little recent research on how people in China are using the internet for seeking health information during a pandemic. Objective The aim of this study is to explore how people in China are using the internet for seeking health information during a pandemic. Drawing on previous research of online health information seeking, this study asks the following research questions: how was the “#COVID-19 Patient Seeking Help” hashtag being used by patients in Wuhan seeking health information on Weibo at the peak of the outbreak? and what kinds of health information were patients in Wuhan seeking on Weibo at the peak of the outbreak? Methods Using entity identification and textual analysis on 10,908 posts on Weibo, we identified 1496 patients with COVID-19 using “#COVID-19 Patient Seeking Help” and explored their online health information–seeking behavior. Results The curve of the hashtag posting provided a dynamic picture of public attention to the COVID-19 pandemic. Many patients faced difficulties accessing offline health care services. In general, our findings confirmed that the internet is used by the Chinese public as an important source of health information. The lockdown policy was found to cut off the patients’ social support network, preventing them from seeking help from family members. The ability to seek information and help online, especially for those with young children or older adult members during the pandemic. A high proportion of female users were seeking health information and help for their parents or for older adults at home. The most searched information included accessing medical treatment, managing self-quarantine, and offline to online support. Conclusions Overall, the findings contribute to our understanding of health information–seeking behaviors during an outbreak and highlight the importance of paying attention to the information needs of vulnerable groups and the role social media may play.
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Affiliation(s)
- Xiaoman Zhao
- Research Center of Journalism and Social Development, Renmin University of China, Beijing, China.,School of Journalism and Communication, Renmin University of China, Beijing, China
| | - Ju Fan
- Data Engineering and Knowledge Engineering Lab & School of Information, Renmin University of China, Beijing, China
| | - Iccha Basnyat
- School of Communication Studies, James Madison University, Harrisonburg, VA, United States
| | - Baijing Hu
- School of Journalism and Communication, Renmin University of China, Beijing, China
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Chang CC, Huang MH. Antecedents predicting health information seeking: A systematic review and meta-analysis. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2020. [DOI: 10.1016/j.ijinfomgt.2020.102115] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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43
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Sigurvinsdottir R, Thorisdottir IE, Gylfason HF. The Impact of COVID-19 on Mental Health: The Role of Locus on Control and Internet Use. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17196985. [PMID: 32987750 PMCID: PMC7579380 DOI: 10.3390/ijerph17196985] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 09/14/2020] [Accepted: 09/16/2020] [Indexed: 01/16/2023]
Abstract
The true extent of the mental health implications of the COVID-19 pandemic are unclear, but early evidence suggests poorer mental health among those exposed to the pandemic. The Internet may have differential effects, by both connecting people with resources, or reinforce the constant checking of negative information. Moreover, locus of control becomes important in an uncontrollable pandemic. The current study aimed to examine whether exposure to COVID-19 would relate to greater symptoms of depression, anxiety and stress, and to examine the role of internet use and locus of control. Adults in the United States and five European countries (N = 1723) answered an online survey through the website Mturk. Results show elevated psychological symptoms among those who have become infected with COVID-19 or perceive themselves to be at high risk if infected. Experience using the Internet relates to fewer symptoms, but information seeking is associated with more symptoms. Internet social capital relates to fewer symptoms of depression. Having an external locus of control relates to greater symptoms. These findings suggest that public health officials need to focus on the mental health effects of the pandemic, and that internet use and locus of control could be targets to improve mental health in the population.
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Affiliation(s)
| | - Ingibjorg E. Thorisdottir
- Department of Psychology, Reykjavik University, 102 Reykjavik, Iceland;
- Icelandic Centre for Social Research and Analysis, 102 Reykjavik, Iceland
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Jones NM, Mukamel DB, Malik S, Greenfield RS, Reikes A, Wong ND, Chow E. The costs outweigh the benefits: seeing side-effects online may decrease adherence to statins. BMC Med Inform Decis Mak 2020; 20:197. [PMID: 32819361 PMCID: PMC7439707 DOI: 10.1186/s12911-020-01207-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 07/30/2020] [Indexed: 12/04/2022] Open
Abstract
Background The prevalence of medical misinformation on the Internet has received much attention among researchers concerned that exposure to such information may inhibit patient adherence to prescriptions. Yet, little is known about information people see when they search for medical information and the extent to which exposure is directly related to their decisions to follow physician recommendations. These issues were examined using statin prescriptions as a case study. Methods We developed and used a tool to rank the quality of statin-related web pages based on the presence of information about side effects, clinical benefits, management of side effects, and misinformation. We then conducted an experiment in which students were presented with a hypothetical scenario in which an older relative was prescribed a statin but was unsure whether to take the medication. Participants were asked to search the web for information about statins and make a recommendation to this relative. Their search activity was logged using a web-browser add-on. Websites each participant visited were scored for quality using our tool, quality scores were aggregated for each participant and were subsequently used to predict their recommendation. Results Exposure to statin-related benefits and management of side effects during the search was significantly associated with a higher probability of recommending that an older relative adhere to their physician’s recommendation. Exposure to misinformation and side effects were not associated, nor were any other participant characteristics. Bigram analyses of the top reasons participants gave for their recommendation mirrored the statistical findings, except that among participants who did not recommend following the prescription order, myriad side effects were mentioned. Conclusions Our findings suggest that units of information people see on health-related websites are not treated equally. Our methods offer new understanding at a granular level about the impact of Internet searches on health decisions regarding evidence-based recommended medications. Our findings may be useful to physicians considering ways to address non-adherence. Preventive care should include actively engaging patients in discussions about health information they may find on the web. The effectiveness of this strategy should be examined in future studies.
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Affiliation(s)
- Nickolas M Jones
- Department of Psychological Science, University of California, Irvine, Irvine, CA, USA.
| | - Dana B Mukamel
- Department of Medicine, Division of General Internal Medicine, iTEQC Research Program, University of California, Irvine, Irvine, CA, USA
| | - Shaista Malik
- Department of Medicine, Division of Preventive Cardiology and Cardiac Rehab, University of California, Irvine, Irvine, CA, USA
| | - Robert S Greenfield
- Department of Medicine, Division of Cardiology, University of California, Irvine, Irvine, CA, USA
| | - Andrew Reikes
- Department of Medicine, Division of General Internal Medicine, Endocrinology, Diabetes, and Metabolism, University of California, Irvine, Irvine, CA, USA
| | - Nathan D Wong
- Heart Disease Prevention Program, Division of Cardiology, University of California, Irvine, Irvine, CA, USA
| | - Emilie Chow
- Department of Medicine, Division of Internal Medicine/Pediatrics, University of California, Irvine, Irvine, CA, USA
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45
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Neuroticism and cyberchondria: The mediating role of intolerance of uncertainty and defensive pessimism. PERSONALITY AND INDIVIDUAL DIFFERENCES 2020. [DOI: 10.1016/j.paid.2020.110006] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Lim S, Nakazato H. The Emergence of Risk Communication Networks and the Development of Citizen Health-Related Behaviors during the COVID-19 Pandemic: Social Selection and Contagion Processes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E4148. [PMID: 32532029 PMCID: PMC7312553 DOI: 10.3390/ijerph17114148] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 06/05/2020] [Accepted: 06/08/2020] [Indexed: 11/16/2022]
Abstract
Amid the novel coronavirus pandemic, a variety of public health strategies have been implemented by governments worldwide. However, the fact that strict government mandates focus on physical distancing does not mean that social connectedness for voluntary risk communication among citizens should be sacrificed. Furthermore, we lack an understanding of citizens' behaviors regarding the voluntary adoption of public health measures and the control of mental wellbeing in the age of physical distancing. Key variables in the response to the global pandemic are the emergence of risk deliberation networks, voluntary compliance with government guidelines, and the restoration of citizens' subjective health. However, little is known about how citizens' health-related behaviors coevolve with social connections for sharing information and discussing urgent pandemic issues. The findings show that selection and social influence mechanisms coexist by affecting each citizen's health-related behaviors and community-led risk discourses in the face of the urgent health crisis.
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Affiliation(s)
- Seunghoo Lim
- Public Management and Policy Analysis Program, Graduate School of International Relations, International University of Japan, Niigata 949 7277, Japan
| | - Hiromi Nakazato
- School of Information and Communication, Meiji University, Tokyo 101 8301, Japan;
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47
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Brown RJ, Skelly N, Chew-Graham CA. Online health research and health anxiety: A systematic review and conceptual integration. ACTA ACUST UNITED AC 2020. [DOI: 10.1111/cpsp.12299] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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48
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Wen Yin W, Moghavvemi S. Social media communication and healthy eating behaviour: Facebook for Healthy Eating (Preprint). J Med Internet Res 2019. [DOI: 10.2196/17562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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49
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Brochu F, Robins S, Miner SA, Grunberg PH, Chan P, Lo K, Holzer HEG, Mahutte N, Ouhilal S, Tulandi T, Zelkowitz P. Searching the Internet for Infertility Information: A Survey of Patient Needs and Preferences. J Med Internet Res 2019; 21:e15132. [PMID: 31829963 PMCID: PMC6933516 DOI: 10.2196/15132] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 08/13/2019] [Accepted: 09/24/2019] [Indexed: 01/30/2023] Open
Abstract
Background Given the complexity of infertility diagnoses and treatments and the convenience of the internet for finding health-related information, people undergoing infertility treatments often use Web-based resources to obtain infertility information and support. However, little is known about the types of information and support resources infertility patients search for on the internet and whether these resources meet their needs. Objective The aims of this study were to (1) examine what individual factors, namely, demographic characteristics and distress, are associated with searching the internet for different types of infertility-related information and support resources and (2) determine whether Web-based resources meet the needs of patients. Methods Men and women seeking infertility care responded to a survey assessing use of Web-based resources for accessing infertility-related information and support. The survey further assessed satisfaction with Web-based resources as well as perceived stress and depressive symptomatology. Results A total of 567 participants, including 254 men and 313 women, completed the survey. Most participants (490/558, 87.8%) had searched the internet for infertility information and support. Searchers were more likely to be women (P<.001), highly educated (P=.04), long-term patients (P=.03), and more distressed (P=.04). Causes of infertility, treatment options, and scientific literature about infertility were the three most frequently searched topics, whereas ways to discuss treatment with family and friends as well as surrogacy and ways to find peer support were the three least searched topics. Of those who searched the internet, 70.9% (346/488) indicated that their needs were met by Web-based information, whereas 29.1% (142/488) said that their needs were not met. Having unmet needs was related to greater levels of perceived stress (P=.005) and depressive symptomatology (P=.03). Conclusions This study provides evidence for the important role of the internet in accessing infertility information and support and for the ability of Web-based resources to meet patients’ needs. However, although distressed patients reported particularly high rates of searching, their needs were not always met, suggesting that they may benefit from alternative sources of information and support or guidance from health care providers when searching the internet.
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Affiliation(s)
- Felicia Brochu
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Stephanie Robins
- Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada.,Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
| | - Skye A Miner
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada.,Department of Sociology, McGill University, Montreal, QC, Canada
| | - Paul H Grunberg
- Department of Psychology, McGill University, Montreal, QC, Canada
| | - Peter Chan
- McGill University Health Center, Montreal, QC, Canada
| | - Kirk Lo
- Mount Sinai Hospital, Toronto, ON, Canada
| | - Hananel E G Holzer
- McGill University Health Center, Montreal, QC, Canada.,Hadassah University Hospitals, Jerusalem, Israel.,Hebrew University, Jerusalem, Israel
| | | | | | - Togas Tulandi
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada.,McGill University Health Center, Montreal, QC, Canada
| | - Phyllis Zelkowitz
- Department of Psychiatry, McGill University, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada.,Lady Davis Institute, Jewish General Hospital, Montreal, QC, Canada
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50
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GMO/GMF on Social Media in China: Jagged Landscape of Information Seeking and Sharing Behavior through a Valence View. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16234838. [PMID: 31810171 PMCID: PMC6926536 DOI: 10.3390/ijerph16234838] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 11/25/2019] [Accepted: 11/25/2019] [Indexed: 11/17/2022]
Abstract
The study examines the critical factors affecting Chinese social media (SM) users’ intentions and behavior to seek and share information on genetically modified organisms/ genetically modified food (GMO/GMF). The proposed framework was conceptualized through benefit-risk analysis and subsequently mapped SM users’ perceived benefits and risks to seeks and share information using Kurt Lewin’s valence view. Quantitative data was collected using survey questionnaires administered from 583 SM users. The results of the path analysis demonstrated two key findings related to SM users’ perceived benefits and risks to seek and share information on GMO/GMF. Among risks, the psychological risk is the strongest predictor of perceived risk to use SM for GMO/GMF, which consequently determines the intentions and behaviors to share information about GMO/GMF on SM in People’s Republic of China. Among benefits, the results showed that perceived usefulness, creditability of GMO/GMF information, and information support are positively related to perceived benefits to use SM for GMO/GMF, which subsequently, predicts the intentions and behaviors to seek information about GMO/GMF on SM. This study suggests scholars and practitioners explore and utilize the efficient communication strategy to fulfill the potential of the SM to increase GMO/GMF acceptance in Chinese society.
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