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Hu Y, House LA, Gao Z. Does Preferred Information Format Affect Consumers' Willingness to Pay: A Case Study of Orange Juice Produced by Biotechnology. Foods 2023; 12:foods12112130. [PMID: 37297375 DOI: 10.3390/foods12112130] [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: 04/19/2023] [Revised: 05/18/2023] [Accepted: 05/22/2023] [Indexed: 06/12/2023] Open
Abstract
People who received a more personally relevant message were motivated to pay closer attention to the information and actively process it, which ultimately may stimulate behavioral changes. Therefore, preferred information content has been used in many disciplines to promote effective communication. However, no study has explored the impact of preferred information formats (e.g., word, infographic, and video) concerning food production. With the increasing application of biotechnology to food production, a complex topic to communicate, and evidence that consumers were willing to pay less for bioengineered foods, efficient communication was important to impact consumer preferences. The results of this study showed that consumers mostly preferred information format is writing. Providing information in video format did improve consumers' trust in information about food biotechnology. However, receiving information in consumers' preferred formats did not significantly change consumers' WTP for genetically engineered orange juice.
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Affiliation(s)
- Yang Hu
- College of Economics and Management Department, Nanjing Agricultural University, Nanjing 210095, China
| | - Lisa A House
- Food and Resource Economics Department, University of Florida, Gainesville, FL 32611, USA
| | - Zhifeng Gao
- Food and Resource Economics Department, University of Florida, Gainesville, FL 32611, USA
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Chen X, McMaughan DJ, Li M, Kreps GL, Ariati J, Han H, Rhoads KE, Mahaffey CC, Miller BM. Trust in and Use of COVID-19 Information Sources Differs by Health Literacy among College Students. Healthcare (Basel) 2023; 11:healthcare11060831. [PMID: 36981488 PMCID: PMC10048640 DOI: 10.3390/healthcare11060831] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 03/02/2023] [Accepted: 03/08/2023] [Indexed: 03/14/2023] Open
Abstract
People’s health information-seeking behaviors differ by their health literacy levels. This study assessed the relationship between health literacy and college students’ levels of trust in and use of a range of health information sources of COVID-19. We collected data from August to December 2020 among college students (n = 763) through an online survey. We used a health literacy measure containing three self-reported survey questions, developed by the CDC. We assessed the extent to which participants trusted and used any of the sixteen different sources of information about COVID-19. Respondents reported high levels of trusting and using COVID-19 information from the CDC, health care providers, the WHO, state/county/city health departments, and official government websites when compared to other sources. After controlling for demographic characteristics (i.e., gender, age, race, ethnicity, and income), those who reported having lower health literacy were significantly less likely to trust and use COVID-19 information from these health authorities when compared to participants who reported having higher health literacy. Students with lower self-reported health literacy indicated not trusting or using official health authority sources for COVID-19 information. Relying on low-quality information sources could create and reinforce people’s misperceptions regarding the virus, leading to low compliance with COVID-19-related public health measures and poor health outcomes.
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Affiliation(s)
- Xuewei Chen
- School of Community Health Sciences, Counseling and Counseling Psychology, Oklahoma State University, Stillwater, OK 74078, USA; (D.J.M.); (H.H.); (K.E.R.)
- Correspondence:
| | - Darcy Jones McMaughan
- School of Community Health Sciences, Counseling and Counseling Psychology, Oklahoma State University, Stillwater, OK 74078, USA; (D.J.M.); (H.H.); (K.E.R.)
| | - Ming Li
- Department of Health Sciences, Towson University, Towson, MD 21252, USA;
| | - Gary L. Kreps
- Center for Health and Risk Communication, George Mason University, Fairfax, VA 22030, USA;
| | - Jati Ariati
- School of Educational Foundation, Leadership, and Aviation, Oklahoma State University, Stillwater, OK 74078, USA;
- Department of Psychology, Universitas Diponegoro, Semarang 50275, Indonesia
| | - Ho Han
- School of Community Health Sciences, Counseling and Counseling Psychology, Oklahoma State University, Stillwater, OK 74078, USA; (D.J.M.); (H.H.); (K.E.R.)
| | - Kelley E. Rhoads
- School of Community Health Sciences, Counseling and Counseling Psychology, Oklahoma State University, Stillwater, OK 74078, USA; (D.J.M.); (H.H.); (K.E.R.)
| | - Carlos C. Mahaffey
- College of Health and Human Sciences, Purdue University, West Lafayette, IN 47906, USA;
| | - Bridget M. Miller
- Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA;
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Pian W, Lin L, Li B, Qin C, Lin H. How users make judgements about the quality of online health information: a cross-sectional survey study. BMC Public Health 2022; 22:2001. [PMID: 36319997 PMCID: PMC9628111 DOI: 10.1186/s12889-022-14418-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 10/21/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND People increasingly use the Internet to seek health information. However, the overall quality of online health information remains low. This situation is exacerbated by the unprecedented "infodemic", which has had negative consequences for patients. Therefore, it is important to understand how users make judgements about health information by applying different judgement criteria. OBJECTIVE The objective of this study is to determine how patients apply different criteria in their judgement of the quality of online health information during the pandemic. In particular, we investigate whether there is consistency between the likelihood of using a particular judgement criterion and its perceived importance among different groups of users. METHODS A cross-sectional survey was conducted in one of the leading hospitals in a coastal province of China with a population of forty million. Combined-strategy sampling was used to balance the randomness and the practicality of the recruiting process. A total of 1063 patients were recruited for this study. Chi-square and Kruskal-Wallis analyses were used to analyse the survey data. RESULTS In general, patients make quality judgement of health information more frequently based on whether it is familiar, aesthetic, and with expertise. In comparison, they put more weights on whether health information is secure, trustworthy, and with expertise when determining its quality. Criteria that were considered more important were not always those with a higher likelihood of being used. Patients may not use particular criteria, such as familiarity, identification, and readability, more frequently than others even if they consider them to be more important than other do and vice versa. Surprisingly, patients with a primary school degree put more weight on whether health information is comprehensive than those with higher degrees do in determining its quality. However, they are less likely to use this guideline in practice. CONCLUSIONS To the best of our knowledge, this is the first study to investigate the consistency between the likelihood of using certain quality judgement criteria and their perceived importance among patients grouped by different demographic variables and eHealth literacy levels. The findings highlight how to improve online health information services and provide fine-grained customization of information for users.
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Affiliation(s)
- Wenjing Pian
- School of Economics and Management, Fuzhou University, Fuzhou city, China.,Center for Studies of Information Resources, Wuhan University, Wuhan city, China
| | - Laibao Lin
- School of Economics and Management, Fuzhou University, Fuzhou city, China
| | - Baiyang Li
- Laboratory of Data Intelligence and Interdisciplinary Innovation, Nanjing University, Nanjing city, China
| | - Chunxiu Qin
- Department of Information Management, School of Economics and Management, XIDIAN University, Xi'An city, China
| | - Huizhong Lin
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou city, China.
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Behera RK, Bala PK, Rana NP, Dwivedi YK. Assessing the influence of COVID-19 protocol on online health information seeking intention of athletes in India. BENCHMARKING-AN INTERNATIONAL JOURNAL 2022. [DOI: 10.1108/bij-11-2021-0718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThe Internet is used as a tool to seek health information by individuals. Mental health concerns are the high prevalence of the novel coronavirus disease 2019 (COVID-19) and preventive steps are required to curb the illness. Therefore, to gain more insight into health concerns, it is now a common practice to seek health information on the Internet. This study propose an integrated theoretical model to explore the relationship between COVID-19 protocols and perceived online trust with online health information seeking intention (OHISI) and a moderating effect of perceived severity and perceived urgency.Design/methodology/approachData are collected from 325 athletes in the category of individual and team sports through an online survey in a Likert-scale questionnaire. The analysis is performed with a quantitative methodology.FindingsThe study reveals the bright side of online health information (OHI), which brings athletes together and has played out with virtual happy hours, meetings and events. The bright side of OHI reflects social, cultural, technological and economic benefits. An OHI chatbot offers bright personalised side information to the individual seeker, which is more convenient and efficient than human capabilities.Originality/valueThe pivotal contribution is the integrated theoretical framework that is derived from multidisciplinary literature to capture the complexity of OHI. Also, it conceptualises the constructs in the context of OHI and COVID-19.
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Zhang Y, Kim Y. Consumers’ Evaluation of Online Health Information Quality: Meta-analysis (Preprint). J Med Internet Res 2022; 24:e36463. [PMID: 35482390 PMCID: PMC9100526 DOI: 10.2196/36463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 03/15/2022] [Indexed: 12/04/2022] Open
Abstract
Background The internet has become a major source of health information for general consumers. Web-based health information quality varies widely across websites and applications. It is critical to understand the factors that shape consumers’ evaluation of web-based health information quality and the role that it plays in their appraisal and use of health information and information systems. Objective This paper aimed to identify the antecedents and consequences of consumers’ evaluation of web-based health information quality as a means to consolidate the related research stream and to inform future studies on web-based health information quality. Methods We systematically searched 10 databases, examined reference lists, and conducted manual searches. Empirical studies that investigated consumers’ evaluation of web-based health information quality, credibility, or trust and their respective relationships with antecedents or consequences were included. Results We included 147 studies reported in 136 papers in the analysis. Among the antecedents of web-based health information quality, system navigability (ρ=0.56), aesthetics (ρ=0.49), and ease of understanding (ρ=0.49) had the strongest relationships with web-based health information quality. The strongest consequences of web-based health information quality were consumers’ intentions to use health information systems (ρ=0.58) and satisfaction with health information (ρ=0.46). Web-based health information quality relationships were moderated by numerous cultural dimensions, research designs, and publication moderators. Conclusions Consumers largely rely on peripheral cues and less on cues that require more information processing (eg, content comprehensiveness) to determine web-based health information quality. Surprisingly, the relationships between individual differences and web-based health information quality are trivial. Web-based health information quality has stronger effects on cognitive appraisals and behavioral intentions than on behavior. Despite efforts to include various moderators, a substantial amount of variance is still unexplained, indicating a need to study additional moderators. This meta-analysis provides broad and consistent evidence for web-based health information quality relationships that have been fractured and incongruent in empirical studies.
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Affiliation(s)
- Yan Zhang
- School of Information, The University of Texas at Austin, Austin, TX, United States
- Center for Health Communication, Moody College of Communication and Dell Medical School, The University of Texas at Austin, Austin, TX, United States
| | - Yeolib Kim
- Graduate School of Technology & Innovation Management, School of Business Administration, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea
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Giang WCW, Bland E, Chen J, Colón-Morales CM, Alvarado MM. User Interactions With Health Insurance Decision Aids: User Study With Retrospective Think-Aloud Interviews. JMIR Hum Factors 2021; 8:e27628. [PMID: 34698647 PMCID: PMC8579212 DOI: 10.2196/27628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 07/02/2021] [Accepted: 07/04/2021] [Indexed: 11/29/2022] Open
Abstract
Background Two barriers to effective enrollment decisions are low health insurance literacy and lack of knowledge about how to choose a plan. To remedy these issues, digital decision aids have been used to increase the knowledge of plan options and to guide the decision process. Previous research has shown that the way information is presented in a decision aid can impact consumer choice, and existing health insurance decision aids vary in their design, content, and layout. Commercial virtual benefits counselors (VBCs) are digital decision aids that provide decision support by mimicking the guidance provided by an in-person human resources (HR) counselor, whereas more traditional HR websites provide information that requires self-directed navigation through the system. However, few studies have compared how decision processes are impacted by these different methods of providing information. Objective This study aims to examine how individuals interact with two different types of health insurance decision aids (guided VBCs that mimic conversations with a real HR counselor and self-directed HR websites that provide a broad range of detailed information) to make employer-provided health insurance decisions. Methods In total, 16 employees from a local state university completed a user study in which they made mock employer-provided health insurance decisions using 1 of 2 systems (VBC vs HR website). Participants took part in a retrospective think-aloud interview, cued using eye-tracking data to understand decision aid interactions. In addition, pre- and postexperiment measures of literacy and knowledge and decision conflict and usability of the system were also examined. Results Both the VBC and HR website had positive benefits for health insurance knowledge and literacy. Previous health insurance knowledge also impacted how individuals used decision aids. Individuals who scored lower on the pre-experiment knowledge test focused on different decision factors and were more conflicted about their final enrollment decisions than those with higher knowledge test scores. Although both decision aids resulted in similar changes in the Health Insurance Literacy Measure and knowledge test scores, perceived usability differed. Website navigation was not intuitive, and it took longer to locate information, although users appreciated that it had more details; the VBC website was easier to use but had limited information. Lower knowledge participants, in particular, found the website to be less useful and harder to use than those with higher health insurance knowledge. Finally, out-of-pocket cost estimation tools can lead to confusion when they do not highlight the factors that contribute to the cost estimate. Conclusions This study showed that health insurance decision aids help individuals improve their confidence in selecting and using health insurance plans. However, previous health insurance knowledge plays a significant role in how users interact with and benefit from decision aids, even when information is presented in different formats.
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Affiliation(s)
- Wayne C W Giang
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Emma Bland
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Jeffrey Chen
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Coralys M Colón-Morales
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Michelle M Alvarado
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
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Liu R, Gupta S, Patel P. The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health. INFORMATION SYSTEMS FRONTIERS : A JOURNAL OF RESEARCH AND INNOVATION 2021; 25:1-25. [PMID: 34539226 PMCID: PMC8435400 DOI: 10.1007/s10796-021-10191-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 08/22/2021] [Indexed: 06/13/2023]
Abstract
Social media enables medical professionals and authorities to share, disseminate, monitor, and manage health-related information digitally through online communities such as Twitter and Facebook. Simultaneously, artificial intelligence (AI) powered social media offers digital capabilities for organizations to select, screen, detect and predict problems with possible solutions through digital health data. Both the patients and healthcare professionals have benefited from such improvements. However, arising ethical concerns related to the use of AI raised by stakeholders need scrutiny which could help organizations obtain trust, minimize privacy invasion, and eventually facilitate the responsible success of AI-enabled social media operations. This paper examines the impact of responsible AI on businesses using insights from analysis of 25 in-depth interviews of health care professionals. The exploratory analysis conducted revealed that abiding by the responsible AI principles can allow healthcare businesses to better take advantage of the improved effectiveness of their social media marketing initiatives with their users. The analysis is further used to offer research propositions and conclusions, and the contributions and limitations of the study have been discussed.
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Affiliation(s)
- Rui Liu
- Newcastle University Business School, Newcastle University, 5 Barrack Road, Newcastle upon Tyne, NE14SE Tyne and Wear UK
| | - Suraksha Gupta
- Newcastle University Business School, Newcastle University, 5 Barrack Road, Newcastle upon Tyne, NE14SE Tyne and Wear UK
| | - Parth Patel
- Discipline of Management & Human Resources, Australian Institute of Business, 1 King William Street, Adelaide, 5000 South Australia Australia
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Colón-Morales CM, Giang WCW, Alvarado M. Informed Decision-making for Health Insurance Enrollment: Survey Study. JMIR Form Res 2021; 5:e27477. [PMID: 34387555 PMCID: PMC8391737 DOI: 10.2196/27477] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 05/29/2021] [Accepted: 06/14/2021] [Indexed: 11/29/2022] Open
Abstract
Background Health insurance enrollment is a difficult financial decision with large health impacts. Challenges such as low health insurance literacy and lack of knowledge about choosing a plan further complicate this decision-making process. Therefore, to support consumers in their choice of a health insurance plan, it is essential to understand how individuals go about making this decision. Objective This study aims to understand the sources of information used by individuals to support their employer-provided health insurance enrollment decisions. It seeks to describe how individual descriptive factors lead to choosing a particular type of information source. Methods An introduction was presented on health insurance plan selection and the sources of information used to support these decisions from the 1980s to the present. Subsequently, an electronic survey of 151 full-time faculty and staff members was conducted. The survey consisted of four sections: demographics, sources of information, health insurance literacy, and technology acceptance. Descriptive statistics were used to show the demographic characteristics of the 126 eligible respondents and to study the response behaviors in the remaining survey sections. Proportion data analysis was performed using the Cochran-Armitage trend test to understand the strength of the association between our variables and the types of sources used by the respondents. Results In terms of demographics, most of the respondents were women (103/126, 81.7%), represented a small household (1-2 persons; 87/126, 69%), and used their insurance 3-12 times a year (52/126, 41.3%). They assessed themselves as having moderate to high health insurance literacy and high acceptance of technology. The most selected and top-ranked sources were Official employer or state websites and Official Human Resources Virtual Benefits Counselor Alex. From our data analysis, we found that the use of official primary sources was constant across age groups and health insurance use groups. Meanwhile, the use of friends or family as a primary source slightly decreased as age and use increased. Conclusions In this exploratory study, we identified the main sources of health insurance information among full-time employees from a large state university and found that most of the respondents needed 2-3 sources to gather all the information that they desired. We also studied and identified the relationships between individual factors (such as age, gender, and literacy) and 2 dependent variables on the types of primary sources of information. We encountered several limitations, which will be addressed in future studies.
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Affiliation(s)
- Coralys M Colón-Morales
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Wayne C W Giang
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
| | - Michelle Alvarado
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, United States
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Sherman LD, Goidel K, Bergeron CD, Smith ML. Web-Based Health Information Seeking Among African American and Hispanic Men Living With Chronic Conditions: Cross-sectional Survey Study. J Med Internet Res 2021; 23:e26180. [PMID: 34259646 PMCID: PMC8319783 DOI: 10.2196/26180] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 04/11/2021] [Accepted: 05/04/2021] [Indexed: 01/15/2023] Open
Abstract
Background Previous research has identified disparities in seeking and using web-based health information to inform health-related behaviors. Relatively few studies however have examined the correlations between web-based health information seeking and use based on race, gender, age, and the presence of chronic health conditions. Objective In this study, we identify factors associated with seeking and using web-based health information among a uniquely vulnerable and intersectional population—middle-aged and older (40 years and older) African American and Hispanic men living with one or more chronic conditions. Methods Survey responses were collected from a purposive sample of African American and Hispanic men using Qualtrics web-based survey management software. To qualify for inclusion in the study, respondents had to identify as African American or Hispanic men, report having at least one chronic condition, and be aged 40 years and older. A series of binary logistic regression models was created using backward elimination. Statistical significance was determined at P<.05 for all analyses. Results Web-based health information seeking among African American and Hispanic men is a function of education, the presence of multiple chronic conditions, frustration with health care providers, internet use, and the perceived reliability of web-based health information. The use of web-based health information to inform interactions with health care providers was more common among African American and Hispanic men, who rated their health as relatively good, perceived barriers to care, used technology regularly, and took more daily medications. Conclusions Understanding the factors that influence African American and Hispanic men seeking web-based health information may help improve the care and treatment of chronic conditions. African American and Hispanic men seek web-based health information as a substitute for routine care and to inform their discussions with health care providers.
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Affiliation(s)
- Ledric D Sherman
- Department of Health & Kinesiology, Texas A&M University, College Station, TX, United States
| | - Kirby Goidel
- Public Policy Research Institute & Department of Political Science, Texas A&M University, College Station, TX, United States
| | | | - Matthew Lee Smith
- Department of Environmental and Occupational Health, Center for Population Health and Aging, Texas A&M University, College Station, TX, United States
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Abstract
PurposeThis paper aims to identify consumers' health information consultation patterns by analyzing information sources to better understand consumers' health information needs and behavior in the context of multisource health information.Design/methodology/approachHaodaifu Online, an online health consultation (OHC) website in China, was used as a research data source, and 20,000 consultation cases were collected from the website with Python. After screening and cleaning, 1,601 consultation cases were included in this study. A content analysis-based mixed-methods research approach was applied to analyze these cases.FindingsThe results indicate that with the participation of OHC, there are 15 patterns of consumer health information consultation. Besides OHC, health information sources reported by consumers included medical institutions family/friends and the Internet. Consumers consult on a wide range of health issues including surgical conditions obstetrical and gynecological conditions and other 20 subjects. Consumers have multiple information needs when using OHC: getting prescriptions, diagnosing diseases, making appointments, understanding illnesses, confirming diagnoses and reviewing costs. Through further analysis it was found that consumers’ health information consultation patterns were also significantly different in health issues and health information needs.Originality/valueThis study broadens one’s understanding of consumer health information behavior, which contributes to the field of health information behavior, and also provides insight for OHC stakeholders to improve their services.
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Calixte R, Rivera A, Oridota O, Beauchamp W, Camacho-Rivera M. Social and Demographic Patterns of Health-Related Internet Use Among Adults in the United States: A Secondary Data Analysis of the Health Information National Trends Survey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17186856. [PMID: 32961766 PMCID: PMC7559701 DOI: 10.3390/ijerph17186856] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 09/16/2020] [Accepted: 09/17/2020] [Indexed: 12/11/2022]
Abstract
National surveys of U.S. adults have observed significant increases in health-related internet use (HRIU), but there are documented disparities. The study aims to identify social and demographic patterns of health-related internet use among U.S. adults. Using data from the Health Information National Trends Survey (HINTS) 4 cycle 3 and HINTS 5 cycle 1, we examined HRIU across healthcare, health information seeking, and participation on social media. Primary predictors were gender, race/ethnicity, age, education, income, and nativity with adjustments for smoking and survey year. We used multivariable logistic regression with survey weights to identify independent predictors of HRIU. Of the 4817 respondents, 43% had used the internet to find a doctor; 80% had looked online for health information. Only 20% had used social media for a health issue; 7% participated in an online health support group. In multivariable models, older and low SES participants were significantly less likely to use the internet to look for a provider, use the internet to look for health information for themselves or someone else, and less likely to use social media for health issues. Use of the internet for health-related purposes is vast but varies significantly by demographics and intended use.
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Affiliation(s)
- Rose Calixte
- Department of Community Health and Social Medicine, CUNY School of Medicine, New York, NY 10031, USA; (R.C.); (O.O.); (W.B.)
| | - Argelis Rivera
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10027, USA;
| | - Olutobi Oridota
- Department of Community Health and Social Medicine, CUNY School of Medicine, New York, NY 10031, USA; (R.C.); (O.O.); (W.B.)
| | - William Beauchamp
- Department of Community Health and Social Medicine, CUNY School of Medicine, New York, NY 10031, USA; (R.C.); (O.O.); (W.B.)
| | - Marlene Camacho-Rivera
- Department of Community Health Sciences, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA
- Correspondence:
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Exploring Health Information Sharing Behavior of Chinese Elderly Adults on WeChat. Healthcare (Basel) 2020; 8:healthcare8030207. [PMID: 32664219 PMCID: PMC7550995 DOI: 10.3390/healthcare8030207] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 06/29/2020] [Accepted: 07/07/2020] [Indexed: 11/16/2022] Open
Abstract
WeChat has increasingly become an important platform for users to acquire and share health information in China. However, little is known about elderly adults' sharing behavior. This study aims to explore the characteristics and influencing factors of health information sharing behavior among Chinese older adults on WeChat, with the method both of questionnaire survey (N = 336) and in-depth interviews (N = 40). The study finds that sharing health information, mainly represented by four specific methods of forwarding, consulting, replying, and posting, has become an important part of the daily life of elderly adults on WeChat. Social media provide a good opportunity for the flow of health information. However, the purpose to share health information of Chinese older adults is mainly based on relationship maintenance more than real information support; they share health information to friends and relatives first, then to spouses and children, which does not follow the trust model as usual. Experience in online health information, authority orientation, and relationship orientation is positively associated with health information sharing behavior, however, there is no significant correlation between perceived health information credibility and health information sharing behavior. Moreover, social and cultural factors are the important explanation mechanism.
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Lee T, Lee BK, Lee-Geiller S. The effects of information literacy on trust in government websites: Evidence from an online experiment. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2020. [DOI: 10.1016/j.ijinfomgt.2020.102098] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Age differences in patterns and confidence of using internet and social media for cancer-care among cancer survivors. J Geriatr Oncol 2020; 11:1011-1019. [PMID: 32169545 DOI: 10.1016/j.jgo.2020.02.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 02/01/2020] [Accepted: 02/26/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVES The internet and social media provide information and support to cancer survivors, and adolescent and young adults (AYA, age < 40 years), adults, and older (age 65+ years) cancer survivors may have different needs. We evaluated the impact of age on cancer-related internet and social media use and confidence in evaluating online information for cancer-care decision making. MATERIALS AND METHODS Cancer survivors completed a convenience cross-sectional survey evaluating their cancer-related internet and social media use and their confidence in using these resources for decision making. Multivariable regression models evaluated the impact of age on usage patterns and confidence. RESULTS Among 371 cancer survivors, 58 were older adults and 138 were AYA; 74% used the internet and 39% social media for cancer care; 48% felt confident in using online information for cancer-care decisions. Compared to adult survivors, there was a non-significant trend for older survivors to be less likely to use the internet for cancer-care information(aOR = 0.49, 95% CI[0.23-1.03], P = .06), while AYA were more likely to use social media for cancer-care (aOR = 1.79[1.08-2.99], P = .03). Although confidence at using online information for cancer-care decision making did not differ between age groups, increasing age had a non-significant trend towards reduced confidence (aOR = 0.99 per year [0.97-1.00], P = .09). Most commonly researched and desired online information were causes/risk factors/symptoms, treatment options, and prognosis/outcomes. CONCLUSIONS Age may influence the use of internet and social media for cancer-care, and older cancer survivors may be less confident at evaluating online information for cancer-care decision making. Future research should explore other strategies at meeting the informational needs of older cancer survivors.
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15
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Kyriacou A, Sherratt C. Online health information-seeking behavior by endocrinology patients. Hormones (Athens) 2019; 18:495-505. [PMID: 31749117 PMCID: PMC6978446 DOI: 10.1007/s42000-019-00159-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 10/15/2019] [Indexed: 11/19/2022]
Abstract
PURPOSE Given that the Internet is important for health-related information (HRI) and the fact that online health information (OHI)-seeking behavior has never been studied in endocrinology, we set out to examine how and why the Internet is utilized for HRI, the frequency of such activity, its impact, future information needs, and the effect of language. METHODS A mainly quantitative, embedded mixed-methods study was performed, employing a questionnaire survey. We included 312 patients (78.4% response rate). RESULTS OHI-seeking was reported by 175 patients (56.1%), especially in younger (p = 0.037) and more educated (p = 0.006) patients. OHI-seekers perceived OHI to be high-quality (135, 77.1%) but 104 (59.4%) were unaware of website certification tools. Among OHI-seekers, 63 (36.6%) reported positive behavioral changes after seeking OHI. Only 45 (25.7%) OHI-seekers discussed their gathered information with their endocrinologist. If an interactive e-learning module was available, 194/312 (62.2%) patients expressed willingness to use it, especially those reporting a need for more HRI (p = 0.024). Native speakers were more likely to report that OHI did not meet their information needs (p < 0.001). CONCLUSIONS OHI-seeking by patients attending the endocrinology outpatients is widely practiced. The availability of OHI in the native language and e-learning modules may enhance the utility of the Internet for health information.
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Affiliation(s)
- Angelos Kyriacou
- Postgraduate Medical Institute, Faculty of Health, Social Care & Medicine, Edge Hill University, Ormskirk, UK
- Department of Endocrinology, CEDM Centre of Endocrinology, Diabetes & Metabolism, Limassol, Cyprus
- Department of Endocrinology, Evangelismos Hospital, Paphos, Cyprus
| | - Cathy Sherratt
- Postgraduate Medical Institute, Faculty of Health, Social Care & Medicine, Edge Hill University, Ormskirk, UK.
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16
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Gage-Bouchard EA, LaValley S, Devonish JA. Deciphering the Signal From the Noise: Caregivers' Information Appraisal and Credibility Assessment of Cancer-Related Information Exchanged on Social Networking Sites. Cancer Control 2019; 26:1073274819841609. [PMID: 31010296 PMCID: PMC6480997 DOI: 10.1177/1073274819841609] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
With the rise in the use of the Internet for health-related purposes, social networking sites (SNSs) have become a prominent platform for cancer communication and information exchange. Studies of cancer communication on SNS have mostly focused on understanding the quantity, content, quality, and user engagement (eg, likes and comments) with cancer-related information on SNS. There is less of an understanding of when and why people coping with cancer turn to SNS for cancer-related information, and how users appraise the credibility of cancer-related information obtained on SNS. In this study, we use data from in-depth qualitative interviews with 40 primary caregivers of pediatric patients with cancer to examine how cancer caregivers engage in information appraisal and credibility assessment of cancer-related information obtained on SNS. Findings show that cancer caregivers turned to SNS for cancer-related information because information on SNS was immediate, targeted in response to specific caregiver questions and concerns, and tailored to the specific information needs of cancer caregivers. Cancer caregivers evaluated the credibility of cancer-related information obtained on SNS through assessment of the SNS user who posted the information, frequency the same information was shared, and external corroboration. Findings have important implications for cancer communication and information interventions and point to elements of SNS cancer communication that can be integrated into health professional-facilitated communication and cancer information strategies.
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Affiliation(s)
- Elizabeth A Gage-Bouchard
- 1 Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Susan LaValley
- 1 Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Julia A Devonish
- 1 Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
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17
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Gesser-Edelsburg A, Abed Elhadi Shahbari N, Cohen R, Mir Halavi A, Hijazi R, Paz-Yaakobovitch G, Birman Y. Differences in Perceptions of Health Information Between the Public and Health Care Professionals: Nonprobability Sampling Questionnaire Survey. J Med Internet Res 2019; 21:e14105. [PMID: 31271145 PMCID: PMC6639070 DOI: 10.2196/14105] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 05/24/2019] [Accepted: 05/29/2019] [Indexed: 02/03/2023] Open
Abstract
Background In the new media age, the public searches for information both online and offline. Many studies have examined how the public reads and understands this information but very few investigate how people assess the quality of journalistic articles as opposed to information generated by health professionals. Objective The aim of this study was to examine how public health care workers (HCWs) and the general public seek, read, and understand health information and to investigate the criteria by which they assess the quality of journalistic articles. Methods A Web-based nonprobability sampling questionnaire survey was distributed to Israeli HCWs and members of the public via 3 social media outlets: Facebook, WhatsApp, and Instagram. A total of 979 respondents participated in the online survey via the Qualtrics XM platform. Results The findings indicate that HCWs find academic articles more reliable than do members of the general public (44.4% and 28.4%, respectively, P<.001). Within each group, we found disparities between the places where people search for information and the sources they consider reliable. HCWs consider academic articles to be the most reliable, yet these are not their main information sources. In addition, HCWs often use social networks to search for information (18.2%, P<.001), despite considering them very unreliable (only 2.2% found them reliable, P<.001). The same paradoxes were found among the general public, where 37.5% (P<.001) seek information via social networks yet only 8.4% (P<.001) find them reliable. Out of 6 quality criteria, 4 were important both to HCWs and to the general public. Conclusions In the new media age where information is accessible to all, the quality of articles about health is of critical importance. It is important that the criteria examined in this research become the norm in health writing for all stakeholders who write about health, whether they are professional journalists or citizen journalists writing in the new media.
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Affiliation(s)
- Anat Gesser-Edelsburg
- Health and Risk Communication Research Center and School of Public Health, Haifa, Israel
| | | | - Ricky Cohen
- Health and Risk Communication Research Center and School of Public Health, Haifa, Israel
| | - Adva Mir Halavi
- Health and Risk Communication Research Center and School of Public Health, Haifa, Israel
| | - Rana Hijazi
- Health and Risk Communication Research Center and School of Public Health, Haifa, Israel
| | - Galit Paz-Yaakobovitch
- Health and Risk Communication Research Center and School of Public Health, Haifa, Israel
| | - Yael Birman
- Health and Risk Communication Research Center and School of Public Health, Haifa, Israel
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18
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Qiu Y, Ren W, Liu Y, Yin P, Ren J. Online health information in a rural residential population in Zhejiang Province, China: a cross-sectional study. BMJ Open 2019; 9:e026202. [PMID: 31061032 PMCID: PMC6502021 DOI: 10.1136/bmjopen-2018-026202] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To determine the prevalence, degree of trust and usefulness of the online health information seeking source and identify associated factors in the adult population from the rural region of China. DESIGN A cross-sectional population-based study. SETTING A self-designed questionnaire study was conducted between May and June 2015 in four districts of Zhejiang Province. PARTICIPANTS 652 adults aged ≥18 years (response rate: 82.8%). PRIMARY OUTCOME MEASURES The prevalence, degree of trust and usefulness of online health information was the primary outcome. The associated factors were investigated by χ2 test. RESULTS Only 34.8% of participants had faith in online health information; they still tended to select and trust a doctor which is the first choice for sources of health information. 36.7% of participants, being called 'Internet users', indicated that they had ever used the internet during the last 1 year. Among 239 internet users, 40.6% of them reported having sought health information via the internet. And 103 internet users responded that online health information was useful. Inferential analysis demonstrated that younger adults, individuals with higher education, people with a service-based tertiary industry career and excellent health status used online health information more often and had more faith in it (p<0.001). CONCLUSIONS Using the internet to access health information is uncommon in the rural residential adult population in Zhejiang, China. They still tend to seek and trust health information from a doctor. Internet as a source of health information should be encouraged.
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Affiliation(s)
- Yan Qiu
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Wen Ren
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Ying Liu
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Pei Yin
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Jingjing Ren
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
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19
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Diviani N, Fredriksen EH, Meppelink CS, Mullan J, Rich W, Sudmann TT. Where else would I look for it? A five-country qualitative study on purposes, strategies, and consequences of online health information seeking. J Public Health Res 2019; 8:1518. [PMID: 31044138 PMCID: PMC6478008 DOI: 10.4081/jphr.2019.1518] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 03/01/2019] [Indexed: 01/13/2023] Open
Abstract
Background Online health information (OHI) is widely available and consulted by many people in Western countries to gain health advice. The main goal of the present study is to provide a detailed account of the experiences among people from various demographic backgrounds living in high-income countries, who have used OHI. Design and methods Thematic analysis of 165 qualitative semi-structured interviews conducted among OHI users residing in Australia, Israel, the Netherlands, Norway, and Switzerland was performed. Results The lived experience of people using OHI seem not to differ across countries. The interviews show that searches for OHI are motivated from curiosity, sharing of experiences, or affirmation for actions already taken. Most people find it difficult to appraise the information, leading them to cross-check sources or discuss OHI with others. OHI seems to impact mostly some specific types of health behaviors, such as changes in diet or physical activity, while it only plays a complementary role for more serious health concerns. Participants often check OHI before seeing their GP, but are reluctant to discuss online content with health care personnel due to expected negative reception. Conclusions This study adds to the body of knowledge on eHealth literacy by demonstrating how OHI affects overall health behavior, strengthens patients’ ability to understand, live with, and prepare themselves for diverse health challenges. The increasing digitalization of health communication and health care calls for further research on digital divides and patient-professional relations. Health care professionals should acknowledge OHI seeking and engage in discussions with patients to enable them to appreciate OHI, and to support shared decision making in health care. The professionals can utilize patient’s desire to learn as a resource for health prevention, promotion or treatment, and empowerment. Significance for public health Health care professionals should acknowledge patient’s online health information (OHI) seeking behaviors and discuss this in their consultations, as people are hesitant to bring it up themselves. By incorporating OHI seeking in the consultations, professionals can utilize patient’s desire to learn as a resource for treatment and empowerment, fostering at the same timeshared decision-making in healthcare.
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Affiliation(s)
- Nicola Diviani
- Department of Health Sciences and Health Policy, University of Lucerne, Switzerland.,Swiss Paraplegic Research, Nottwil, Switzerland
| | | | - Corine S Meppelink
- Amsterdam School of Communication Research, University of Amsterdam, The Netherlands
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20
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Sbaffi L, Zhao C. Modeling the online health information seeking process: Information channel selection among university students. J Assoc Inf Sci Technol 2019. [DOI: 10.1002/asi.24230] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Laura Sbaffi
- Information SchoolUniversity of Sheffield Regent Court 211 Portobello, Sheffield, S1 4DP United Kingdom
| | - Chen Zhao
- Information SchoolUniversity of Sheffield Regent Court 211 Portobello, Sheffield, S1 4DP United Kingdom
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21
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O'Connor EE, Langer DA. I heard it through the grapevine: Where and what parents learn about youth mental health treatments. J Clin Psychol 2018; 75:710-725. [PMID: 30368805 DOI: 10.1002/jclp.22706] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study investigates where parents learn about, and what parents know about child mental health services. Parents who are better informed about mental health services may be more likely to utilize services for their children. METHODS In a national online survey, 196 parents of children between the ages of 4 and 17 years reported on their information-seeking behaviors and their familiarity and experience with psychosocial approaches. RESULTS Parents reported utilizing multiple information sources with mental health providers, pediatricians, and social networks being the most prominent. Parents' trust in different sources varied, with parents generally trusting healthcare professionals the most. Parents exposed to mental health services were more aware of specific therapeutic approaches. CONCLUSIONS Data on how parents receive and understand mental health-related information contributes to ongoing dissemination and implementation efforts.
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Affiliation(s)
- Erin E O'Connor
- Department of Psychological & Brain Sciences, Boston University, Boston, Massachusetts
| | - David A Langer
- Department of Psychological & Brain Sciences, Boston University, Boston, Massachusetts
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22
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Bernadas JMAC, Jiang LC. Explaining online health information seeking of foreign domestic workers: a test of the comprehensive model of information seeking. HEALTH AND TECHNOLOGY 2018. [DOI: 10.1007/s12553-018-0251-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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23
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Chapter 2: Trust in Health Information Sources and Channels, Then and Now: Evidence from the Health Information National Trends Survey (2005–2013). ACTA ACUST UNITED AC 2018. [DOI: 10.1108/s2050-206020180000015002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
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24
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Kye SY, Shim M, Kim YC, Park K. Sharing health information online in South Korea: motives, topics, and antecedents. Health Promot Int 2017; 34:182-192. [DOI: 10.1093/heapro/dax074] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- S Y Kye
- Cancer Information and Education Branch, National Cancer Control Institute, National Cancer Center, Goyang-si, Republic of Korea
| | - M Shim
- Department of Communication and Information, Inha University, Incheon, Republic of Korea
| | - Y C Kim
- College of Communication, Yonsei University, Seoul, Republic of Korea
| | - K Park
- Cancer Policy Branch, National Cancer Control Institute, National Cancer Center, Goyang-si, Republic of Korea
- Department of Cancer Control and Policy, National Cancer Center, Graduate School of Cancer Science and Policy, Goyang-si, Republic of Korea
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25
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Ma Y, Yang AC, Duan Y, Dong M, Yeung AS. Quality and readability of online information resources on insomnia. Front Med 2017; 11:423-431. [PMID: 28500432 DOI: 10.1007/s11684-017-0524-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/24/2017] [Indexed: 10/19/2022]
Abstract
The internet is a major source for health information. An increasing number of people, including patients with insomnia, search for remedies online; however, little is known about the quality of such information. This study aimed to evaluate the quality and readability of insomnia-related online information. Google was used as the search engine, and the top websites on insomnia that met the inclusion criteria were evaluated for quality and readability. The analyzed websites belonged to nonprofit, commercial, or academic organizations and institutions such as hospitals and universities. Insomnia-related websites typically included definitions (85%), causes and risk factors (100%), symptoms (95%), and treatment options (90%). Cognitive behavioral therapy for insomnia (CBT-I) was the most commonly recommended approach for insomnia treatment, and sleep drugs are frequently mentioned. The overall quality of the websites on insomnia is moderate, but all the content exceeded the recommended reading ease levels. Concerns that must be addressed to increase the quality and trustworthiness of online health information include sharing metadata, such as authorship, time of creation and last update, and conflicts of interest; providing evidence for reliability; and increasing the readability for a layman audience.
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Affiliation(s)
- Yan Ma
- Division of Interdisciplinary Medicine and Biotechnology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA.
| | - Albert C Yang
- Division of Interdisciplinary Medicine and Biotechnology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA
| | - Ying Duan
- Sleep Medicine Center, Airforce General Hospital, Beijing, 100142, China
| | - Ming Dong
- IBM, Software Development Lab, Littleton, MA, 01460, USA
| | - Albert S Yeung
- Depression Clinical and Research Program, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
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26
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Chon MG, Park H. One does not fit all: Health audience segmentation and prediction of health behaviors in cancer prevention. Health Mark Q 2017; 34:202-216. [PMID: 28704159 DOI: 10.1080/07359683.2017.1346434] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The purpose of this study is to propose a health belief model-based approach to segmenting health audiences in order to improve targeting of cancer prevention efforts. This study also examines how the identified health segments differ in cancer prevention behaviors. Using data from the 2013 Health Information National Trends Survey, a cluster analysis resulted in three distinct health audience groups: (a) health aware, (b) health at risk, and (c) health in confidence. MANOVA tests indicate that these segments differ significantly regarding healthy diet and exercise. The findings inform cancer prevention campaigns targeting priority audiences.
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Affiliation(s)
- Myoung-Gi Chon
- a School of Communication and Journalism , Auburn University , Auburn , Alabama , USA
| | - Hyojung Park
- b Manship School of Mass Communication , Louisiana State University , Baton Rouge , Louisiana , USA
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27
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Sbaffi L, Rowley J. Trust and Credibility in Web-Based Health Information: A Review and Agenda for Future Research. J Med Internet Res 2017. [PMID: 28630033 PMCID: PMC5495972 DOI: 10.2196/jmir.7579] [Citation(s) in RCA: 198] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Background Internet sources are becoming increasingly important in seeking health information, such that they may have a significant effect on health care decisions and outcomes. Hence, given the wide range of different sources of Web-based health information (WHI) from different organizations and individuals, it is important to understand how information seekers evaluate and select the sources that they use, and more specifically, how they assess their credibility and trustworthiness. Objective The aim of this study was to review empirical studies on trust and credibility in the use of WHI. The article seeks to present a profile of the research conducted on trust and credibility in WHI seeking, to identify the factors that impact judgments of trustworthiness and credibility, and to explore the role of demographic factors affecting trust formation. On this basis, it aimed to identify the gaps in current knowledge and to propose an agenda for future research. Methods A systematic literature review was conducted. Searches were conducted using a variety of combinations of the terms WHI, trust, credibility, and their variants in four multi-disciplinary and four health-oriented databases. Articles selected were published in English from 2000 onwards; this process generated 3827 unique records. After the application of the exclusion criteria, 73 were analyzed fully. Results Interest in this topic has persisted over the last 15 years, with articles being published in medicine, social science, and computer science and originating mostly from the United States and the United Kingdom. Documents in the final dataset fell into 3 categories: (1) those using trust or credibility as a dependent variable, (2) those using trust or credibility as an independent variable, and (3) studies of the demographic factors that influence the role of trust or credibility in WHI seeking. There is a consensus that website design, clear layout, interactive features, and the authority of the owner have a positive effect on trust or credibility, whereas advertising has a negative effect. With regard to content features, authority of the author, ease of use, and content have a positive effect on trust or credibility formation. Demographic factors influencing trust formation are age, gender, and perceived health status. Conclusions There is considerable scope for further research. This includes increased clarity of the interaction between the variables associated with health information seeking, increased consistency on the measurement of trust and credibility, a greater focus on specific WHI sources, and enhanced understanding of the impact of demographic variables on trust and credibility judgments.
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Affiliation(s)
- Laura Sbaffi
- Information School, Department of Social Sciences, University of Sheffield, Sheffield, United Kingdom
| | - Jennifer Rowley
- Information Interaction Research Group, Department of Languages, Information and Communication, Manchester Metropolitan University, Manchester, United Kingdom
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28
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Entin EE, Serfaty D. Sequential Revision of Belief, Trust Type, and the Order Effect. HUMAN FACTORS 2017; 59:407-419. [PMID: 27941162 DOI: 10.1177/0018720816678322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Objective To investigate how people's sequential adjustments to their position are impacted by the source of the information. Background There is an extensive body of research on how the order in which new information is received affects people's final views and decisions as well as research on how they adjust their views in light of new information. Method Seventy college-aged students, 60% of whom were women, completed one of eight different randomly distributed booklets prepared to create the eight different between-subjects treatment conditions created by crossing the two levels of information source with the four level of order conditions. Based on the information provided, participants estimated the probability of an attack, the dependent measure. Results Confirming information from an expert intelligence officer significantly increased the attack probability from the initial position more than confirming information from a longtime friend. Conversely, disconfirming information from a longtime friend decreased the attack probability significantly more than the same information from an intelligence officer. Conclusion It was confirmed that confirming and disconfirming evidence were differentially affected depending on information source, either an expert or a close friend. The difference appears to be due to the existence of two kinds of trust: cognitive-based imbued to an expert and affective-based imbued to a close friend. Application Purveyors of information need to understand that it is not only the content of a message that counts but that other forces are at work such as the order in which information is received and characteristics of the information source.
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Affiliation(s)
- Elliot E Entin
- University of Massachusetts Lowell and Aptima, Inc., Woburn
| | - Daniel Serfaty
- University of Massachusetts Lowell and Aptima, Inc., Woburn
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29
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Ware P, Bartlett SJ, Paré G, Symeonidis I, Tannenbaum C, Bartlett G, Poissant L, Ahmed S. Using eHealth Technologies: Interests, Preferences, and Concerns of Older Adults. Interact J Med Res 2017; 6:e3. [PMID: 28336506 PMCID: PMC5383803 DOI: 10.2196/ijmr.4447] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 06/24/2016] [Accepted: 01/29/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The Internet and eHealth technologies represent new opportunities for managing health. Age, sex, socioeconomic status, and current technology use are some of the known factors that influence individuals' uptake of eHealth; however, relatively little is known about facilitators and barriers to eHealth uptake specific to older adults, particularly as they relate to their experiences in accessing health care. OBJECTIVE The aim of our study was to explore the interests, preferences, and concerns of older adults in using the Internet and eHealth technologies for managing their health in relation to their experiences with the current health care system. METHODS Two focus groups (n=15) were conducted with adults aged 50+ years. Pragmatic thematic analysis using an inductive approach was conducted to identify the interests, preferences, and concerns of using the Internet and eHealth technologies. RESULTS Five themes emerged that include (1) Difficulty in identifying credible and relevant sources of information on the Web; (2) Ownership, access, and responsibility for medical information; (3) Peer communication and support; (4) Opportunities to enhance health care interactions; and (5) Privacy concerns. These findings support the potential value older adults perceive in eHealth technologies, particularly in their ability to provide access to personal health information and facilitate communication between providers and peers living with similar conditions. However, in order to foster acceptance, these technologies will need to provide personal and general health information that is secure, readily accessible, and easily understood. CONCLUSIONS Older adults have diverse needs and preferences that, in part, are driven by their experiences and frustrations with the health care system. Results can help inform the design and implementation of technologies to address gaps in care and access to health information for older adults with chronic conditions who may benefit the most from this approach.
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Affiliation(s)
- Patrick Ware
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Susan J Bartlett
- Division of Clinical Epidemiology, McGill University, and McGill University Health Centre, Montreal, QC, Canada
| | - Guy Paré
- Research Chair in Digital Health, HEC Montréal, Montreal, QC, Canada
| | - Iphigenia Symeonidis
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| | - Cara Tannenbaum
- Centre de Recherche, Institut Universitaire de Gériatrie de Montréal, Université de Montréal, Montreal, QC, Canada
| | - Gillian Bartlett
- Department of Family Medicine, McGill University, Montreal, QC, Canada
| | - Lise Poissant
- School of Rehabilitation, Université de Montréal, Montreal, QC, Canada.,Centre de recherche interdisciplinaire en réadaptation (CRIR), Institut de réadaptation Gingras-Lindsay-de-Montréal, Montreal, QC, Canada
| | - Sara Ahmed
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada.,Division of Clinical Epidemiology, McGill University, and McGill University Health Centre, Montreal, QC, Canada.,Centre de recherche interdisciplinaire en réadaptation (CRIR), Constance-Lethbridge Rehabilitation Center, Montreal, QC, Canada
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Abstract
This narrative review examines assessments of the reliability of online health information retrieved through social media to ascertain whether health information accessed or disseminated through social media should be evaluated differently than other online health information. Several medical, library and information science, and interdisciplinary databases were searched using terms relating to social media, reliability, and health information. While social media’s increasing role in health information consumption is recognized, studies are dominated by investigations of traditional (i.e., non-social media) sites. To more richly assess constructions of reliability when using social media for health information, future research must focus on health consumers’ unique contexts, virtual relationships, and degrees of trust within their social networks.
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Paige SR, Krieger JL, Stellefson ML. The Influence of eHealth Literacy on Perceived Trust in Online Health Communication Channels and Sources. JOURNAL OF HEALTH COMMUNICATION 2017; 22:53-65. [PMID: 28001489 PMCID: PMC5551054 DOI: 10.1080/10810730.2016.1250846] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Disparities in online health information accessibility are partially due to varying levels of eHealth literacy and perceived trust. This study examined the relationship between eHealth literacy and perceived trust in online health communication channels and sources among diverse sociodemographic groups. A stratified sample of Black/African Americans (n = 402) and Caucasians (n = 409) completed a Web-based survey that measured eHealth literacy and perceived trustworthiness of online health communication channels and information sources. eHealth literacy positively predicted perceived trust in online health communication channels and sources, but disparities existed by sociodemographic factors. Segmenting audiences according to eHealth literacy level provides a detailed understanding of how perceived trust in discrete online health communication channels and information sources varies among diverse audiences. Black/African Americans with low eHealth literacy had high perceived trust in YouTube and Twitter, whereas Black/African Americans with high eHealth literacy had high perceived trust in online government and religious organizations. Older adults with low eHealth literacy had high perceived trust in Facebook but low perceived trust in online support groups. Researchers and practitioners should consider the sociodemographics and eHealth literacy level of an intended audience when tailoring information through trustworthy online health communication channels and information sources.
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Affiliation(s)
- Samantha R. Paige
- University of Florida, Department of Health Education and Behavior, PO Box 118210, Gainesville, FL 32611, , Phone: 352-294-1815
| | - Janice L. Krieger
- University of Florida, College of Journalism and Communications, STEM Translational Communication Center, 2088 Weimer Hall, Gainesville, FL 32611, , Phone: 352-392-4046
| | - Michael L. Stellefson
- University of Florida, Department of Health Education and Behavior, Center for Digital Health and Wellness, PO Box 118210, Gainesville, FL 32611, , Phone: 352-294-1805
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Lin WY, Zhang X, Song H, Omori K. Health information seeking in the Web 2.0 age: Trust in social media, uncertainty reduction, and self-disclosure. COMPUTERS IN HUMAN BEHAVIOR 2016. [DOI: 10.1016/j.chb.2015.11.055] [Citation(s) in RCA: 87] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Cole J, Watkins C, Kleine D. Health Advice from Internet Discussion Forums: How Bad Is Dangerous? J Med Internet Res 2016; 18:e4. [PMID: 26740148 PMCID: PMC4720952 DOI: 10.2196/jmir.5051] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 10/20/2015] [Accepted: 11/09/2015] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Concerns over online health information-seeking behavior point to the potential harm incorrect, incomplete, or biased information may cause. However, systematic reviews of health information have found few examples of documented harm that can be directly attributed to poor quality information found online. OBJECTIVE The aim of this study was to improve our understanding of the quality and quality characteristics of information found in online discussion forum websites so that their likely value as a peer-to-peer health information-sharing platform could be assessed. METHODS A total of 25 health discussion threads were selected across 3 websites (Reddit, Mumsnet, and Patient) covering 3 health conditions (human immunodeficiency virus [HIV], diabetes, and chickenpox). Assessors were asked to rate information found in the discussion threads according to 5 criteria: accuracy, completeness, how sensible the replies were, how they thought the questioner would act, and how useful they thought the questioner would find the replies. RESULTS In all, 78 fully completed assessments were returned by 17 individuals (8 were qualified medical doctors, 9 were not). When the ratings awarded in the assessments were analyzed, 25 of the assessments placed the discussion threads in the highest possible score band rating them between 5 and 10 overall, 38 rated them between 11 and 15, 12 rated them between 16 and 20, and 3 placed the discussion thread they assessed in the lowest rating band (21-25). This suggests that health threads on Internet discussion forum websites are more likely than not (by a factor of 4:1) to contain information of high or reasonably high quality. Extremely poor information is rare; the lowest available assessment rating was awarded only 11 times out of a possible 353, whereas the highest was awarded 54 times. Only 3 of 78 fully completed assessments rated a discussion thread in the lowest possible overall band of 21 to 25, whereas 25 of 78 rated it in the highest of 5 to 10. Quality assessments differed depending on the health condition (chickenpox appeared 17 times in the 20 lowest-rated threads, HIV twice, and diabetes once). Although assessors tended to agree on which discussion threads contained good quality information, what constituted poor quality information appeared to be more subjective. CONCLUSIONS Most of the information assessed in this study was considered by qualified medical doctors and nonmedically qualified respondents to be of reasonably good quality. Although a small amount of information was assessed as poor, not all respondents agreed that the original questioner would have been led to act inappropriately based on the information presented. This suggests that discussion forum websites may be a useful platform through which people can ask health-related questions and receive answers of acceptable quality.
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Affiliation(s)
- Jennifer Cole
- H2B2, Department of Computer Science, Royal Holloway, University of London, Egham, Surrey, United Kingdom.
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34
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Abstract
OBJECTIVES: Little attention has been paid to levels of trust in online sources of health information. The objective of this study was to investigate levels of trust in various sources of health information (interpersonal channels, traditional media, and Internet media), and to examine the predictors of trust in health information available on the Internet. METHODS: A questionnaire was administered to 1,300 people (20 years of age or older), evaluating levels of trust in various sources of health information. RESULTS: The highest level of trust was expressed regarding interpersonal channels, with hospital physicians regarded as the most trusted source of information age and income showed an association with trust in online information sources. Elderly people were not likely to trust Internet news sources, and high incomes were found to be strongly associated with trust in online sources of information overall. CONCLUSIONS: Public health organizations must consider the predictors for trust in various sources of information in order to employ appropriate media when targeting vulnerable individuals or developing messaging strategies for health professionals.
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Affiliation(s)
- Jeong Hyun Kwon
- Cancer Policy Branch, National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Su-Yeon Kye
- Cancer Information and Education Branch, National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Eun Young Park
- Carcinogenic hazard Branch, National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Kyung Hee Oh
- Cancer Information and Education Branch, National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Keeho Park
- Cancer Policy Branch, National Cancer Control Institute, National Cancer Center, Goyang, Korea
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Diviani N, van den Putte B, Giani S, van Weert JC. Low health literacy and evaluation of online health information: a systematic review of the literature. J Med Internet Res 2015; 17:e112. [PMID: 25953147 PMCID: PMC4468598 DOI: 10.2196/jmir.4018] [Citation(s) in RCA: 293] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Revised: 03/01/2015] [Accepted: 03/16/2015] [Indexed: 01/16/2023] Open
Abstract
Background Recent years have witnessed a dramatic increase in consumer online health information seeking. The quality of online health information, however, remains questionable. The issue of information evaluation has become a hot topic, leading to the development of guidelines and checklists to design high-quality online health information. However, little attention has been devoted to how consumers, in particular people with low health literacy, evaluate online health information. Objective The main aim of this study was to review existing evidence on the association between low health literacy and (1) people’s ability to evaluate online health information, (2) perceived quality of online health information, (3) trust in online health information, and (4) use of evaluation criteria for online health information. Methods Five academic databases (MEDLINE, PsycINFO, Web of Science, CINAHL, and Communication and Mass-media Complete) were systematically searched. We included peer-reviewed publications investigating differences in the evaluation of online information between people with different health literacy levels. Results After abstract and full-text screening, 38 articles were included in the review. Only four studies investigated the specific role of low health literacy in the evaluation of online health information. The other studies examined the association between educational level or other skills-based proxies for health literacy, such as general literacy, and outcomes. Results indicate that low health literacy (and related skills) are negatively related to the ability to evaluate online health information and trust in online health information. Evidence on the association with perceived quality of online health information and use of evaluation criteria is inconclusive. Conclusions The findings indicate that low health literacy (and related skills) play a role in the evaluation of online health information. This topic is therefore worth more scholarly attention. Based on the results of this review, future research in this field should (1) specifically focus on health literacy, (2) devote more attention to the identification of the different criteria people use to evaluate online health information, (3) develop shared definitions and measures for the most commonly used outcomes in the field of evaluation of online health information, and (4) assess the relationship between the different evaluative dimensions and the role played by health literacy in shaping their interplay.
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Affiliation(s)
- Nicola Diviani
- Amsterdam School of Communication Research / ASCoR, Department of Communication Science, University of Amsterdam, Amsterdam, Netherlands.
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36
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Nan X, Daily K. Biased assimilation and need for closure: examining the effects of mixed blogs on vaccine-related beliefs. JOURNAL OF HEALTH COMMUNICATION 2015; 20:462-471. [PMID: 25751250 DOI: 10.1080/10810730.2014.989343] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
This study examines the effect of mixed online information, in the form of user-generated blogs, related to the HPV vaccine on perceived efficacy and safety of this vaccine. Guided by the theoretical frameworks of biased assimilation and need for closure, this research hypothesizes that exposure to mixed blogs about the HPV vaccine will lead to polarization of HPV vaccine-related beliefs among individuals with opposing prior opinions about vaccination and that the polarizing effects will be most pronounced among those high in need for closure. A controlled experiment (N = 338) found support for the hypotheses with regard to efficacy beliefs but not with regard to safety beliefs. Implications for health communication research and practice are discussed.
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Affiliation(s)
- Xiaoli Nan
- a Department of Communication , University of Maryland , College Park , Maryland , USA
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37
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Abstract
This study explores trust formation in the context of health information. Trust as an interpersonal notion, when formed in a vulnerable state, is a response or belief about how the trusted will behave towards the trustor. This study focuses on the process of assessing the trustworthiness of information, in a dependency state of information need, through the identification of the many factors influencing this assessment. A set of propositions are developed to suggest the criteria by which trustworthiness is assessed as well as the factors that influence these judgements. The proposed model is tested in a large-scale survey using a trust inventory with factor analysis to explore the constructs of trust formation. Structural equation modelling is used to explore the relationship among the identified criteria and their influencing factors. The resulting framework contributes to the understanding of trust formation in digital information contexts on the criteria of usefulness and credibility and further research into the influencing factors is recommended.
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38
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Li F, Li M, Guan P, Ma S, Cui L. Mapping publication trends and identifying hot spots of research on Internet health information seeking behavior: a quantitative and co-word biclustering analysis. J Med Internet Res 2015; 17:e81. [PMID: 25830358 PMCID: PMC4390616 DOI: 10.2196/jmir.3326] [Citation(s) in RCA: 107] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2014] [Revised: 12/06/2014] [Accepted: 02/04/2015] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND The Internet has become an established source of health information for people seeking health information. In recent years, research on the health information seeking behavior of Internet users has become an increasingly important scholarly focus. However, there have been no long-term bibliometric studies to date on Internet health information seeking behavior. OBJECTIVE The purpose of this study was to map publication trends and explore research hot spots of Internet health information seeking behavior. METHODS A bibliometric analysis based on PubMed was conducted to investigate the publication trends of research on Internet health information seeking behavior. For the included publications, the annual publication number, the distribution of countries, authors, languages, journals, and annual distribution of highly frequent major MeSH (Medical Subject Headings) terms were determined. Furthermore, co-word biclustering analysis of highly frequent major MeSH terms was utilized to detect the hot spots in this field. RESULTS A total of 533 publications were included. The research output was gradually increasing. There were five authors who published four or more articles individually. A total of 271 included publications (50.8%) were written by authors from the United States, and 516 of the 533 articles (96.8%) were published in English. The eight most active journals published 34.1% (182/533) of the publications on this topic. Ten research hot spots were found: (1) behavior of Internet health information seeking about HIV infection or sexually transmitted diseases, (2) Internet health information seeking behavior of students, (3) behavior of Internet health information seeking via mobile phone and its apps, (4) physicians' utilization of Internet medical resources, (5) utilization of social media by parents, (6) Internet health information seeking behavior of patients with cancer (mainly breast cancer), (7) trust in or satisfaction with Web-based health information by consumers, (8) interaction between Internet utilization and physician-patient communication or relationship, (9) preference and computer literacy of people using search engines or other Web-based systems, and (10) attitude of people (especially adolescents) when seeking health information via the Internet. CONCLUSIONS The 10 major research hot spots could provide some hints for researchers when launching new projects. The output of research on Internet health information seeking behavior is gradually increasing. Compared to the United States, the relatively small number of publications indexed by PubMed from other developed and developing countries indicates to some extent that the field might be still underdeveloped in many countries. More studies on Internet health information seeking behavior could give some references for health information providers.
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Affiliation(s)
- Fan Li
- Department of Medical Informatics, China Medical University, Shenyang, China
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39
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Abstract
Cardiovascular disease (CVD) remains the leading cause of morbidity and mortality worldwide yet the majority of related risk factors are largely preventable (primary prevention [PP]) and effectively treatable (secondary prevention [SP]) with healthy lifestyle behaviors. The use of information and communication technology (ICT) offers a unique approach to personal health and CVD prevention, as these mediums are relatively affordable, approachable, and accessible. The purpose of this review is to provide an overview of ICT-driven personal health technologies and their potential role in promoting and supporting self-care behaviors for PP and SP of CVD. In this review, we focus on technological interventions that have been successful at supporting positive behavior change in order to determine which tools, resources, and methods are most appropriate for delivering interventions geared towards CVD prevention. We conducted a literature search from a range of sources including scholarly, peer-reviewed journal articles indexed in PubMed and CINAHL, gray literature, and reputable websites and other Internet-based media. A synthesis of existing literature indicates that the overall efficacy of ICT-driven personal health technologies is largely determined by: 1) the educational resources provided and the extent to which the relayed information is customized or individually tailored; and 2) the degree of self-monitoring and levels of personalized feedback or other interactions (e.g. interpersonal communications). We conclude that virtually all the technological tools and resources identified (e.g. Internet-based communications including websites, weblogs and wikis, mobile devices and applications, social media, and wearable monitors) can be strategically leveraged to enhance self-care behaviors for CVD risk reduction and SP but further research is needed to evaluate their efficacy, cost-effectiveness, and long-term maintainability.
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Affiliation(s)
- Nina C Franklin
- Department of Physical Therapy, University of Illinois Chicago, 1919 West Taylor Street , Chicago, IL 60612 , USA
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40
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Manierre M. Examining the Relationship Between Flexible Resources and Health Information Channel Selection. HEALTH COMMUNICATION 2015; 31:22-34. [PMID: 25616853 DOI: 10.1080/10410236.2014.930770] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
This study examines how variations in flexible resources influence where individuals begin their search for health information. Access to flexible resources such as money, power, and knowledge can alter the accessibility of channels for health information, such as doctors, the Internet, and print media. Using the HINTS 3 sample, whether information channel utilization is predicted by the same factors in two groups with distinct levels of access to flexible resources, as approximated by high and low levels of education, is investigated. Differences in access to flexible resources are hypothesized to produce variations in channel utilization in bivariate analyses, as well as changes in coefficient strength and statistical significance in multivariate models. Multinomial logit models were used to assess how a number of variables influence the probability of using a specific information channel first in either flexible resource group. Results suggest that individuals with higher levels of education, a proxy for flexible resources, are more likely to report seeking information from the Internet first, which is consistent with research on the digital divide. It appears that diminished access to flexible resources is also associated with heightened utilization of offline channels, including doctors. A handful of differences in predictors were found between the low and high flexible resource groups when multivariate models were compared. Future research should take into account the distinctions between different offline channels while also seeking to further understand how social inequality relates to the utilization of different channels and corresponding health outcomes.
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Affiliation(s)
- Matthew Manierre
- a Department of Sociology and Criminal Justice , University of Delaware
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41
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Lee JL, DeCamp M, Dredze M, Chisolm MS, Berger ZD. What are health-related users tweeting? A qualitative content analysis of health-related users and their messages on twitter. J Med Internet Res 2014; 16:e237. [PMID: 25591063 PMCID: PMC4296104 DOI: 10.2196/jmir.3765] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Revised: 09/12/2014] [Accepted: 09/16/2014] [Indexed: 11/24/2022] Open
Abstract
Background Twitter is home to many health professionals who send messages about a variety of health-related topics. Amid concerns about physicians posting inappropriate content online, more in-depth knowledge about these messages is needed to understand health professionals’ behavior on Twitter. Objective Our goal was to characterize the content of Twitter messages, specifically focusing on health professionals and their tweets relating to health. Methods We performed an in-depth content analysis of 700 tweets. Qualitative content analysis was conducted on tweets by health users on Twitter. The primary objective was to describe the general type of content (ie, health-related versus non-health related) on Twitter authored by health professionals and further to describe health-related tweets on the basis of the type of statement made. Specific attention was given to whether a tweet was personal (as opposed to professional) or made a claim that users would expect to be supported by some level of medical evidence (ie, a “testable” claim). A secondary objective was to compare content types among different users, including patients, physicians, nurses, health care organizations, and others. Results Health-related users are posting a wide range of content on Twitter. Among health-related tweets, 53.2% (184/346) contained a testable claim. Of health-related tweets by providers, 17.6% (61/346) were personal in nature; 61% (59/96) made testable statements. While organizations and businesses use Twitter to promote their services and products, patient advocates are using this tool to share their personal experiences with health. Conclusions Twitter users in health-related fields tweet about both testable claims and personal experiences. Future work should assess the relationship between testable tweets and the actual level of evidence supporting them, including how Twitter users—especially patients—interpret the content of tweets posted by health providers.
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Affiliation(s)
- Joy L Lee
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy & Management, Baltimore, MD, United States.
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Rowley J, Johnson F, Sbaffi L. Students' trust judgements in online health information seeking. Health Informatics J 2014; 21:316-27. [PMID: 25193449 DOI: 10.1177/1460458214546772] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
As one of the most active groups of Internet users, students and other young people are active users of digital health information. Yet, research into young people's evaluation of health information is limited, and no previous studies have focused on trust formation. In addition, prior studies on adults' use of digital information do not reach a consensus regarding the key factors in trust formation. This study seeks to address this gap. A questionnaire-based survey was used to collect data from undergraduate students studying a variety of disciplines in one UK university. The Trust in Online Health Information Scale is proposed, and it includes the following dimensions: authority, style, content, usefulness, brand, ease of use, recommendation, credibility, and verification. In addition, inspection of responses to specific items/questions provides further insights into aspects of the information that were of specific importance in influencing trust judgements.
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Mills R, Powell J, Barry W, Haga SB. Information-seeking and sharing behavior following genomic testing for diabetes risk. J Genet Couns 2014; 24:58-66. [PMID: 24927802 DOI: 10.1007/s10897-014-9736-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Accepted: 06/03/2014] [Indexed: 10/25/2022]
Abstract
As the practice of medicine has become more patient-driven, patients are increasingly seeking health information within and outside of their doctor's office. Patients looking for information and support are often turning to the Internet as well as family and friends. As part of a study to understand the impact of delivery method of genomic testing for type 2 diabetes risk on comprehension and health-related behaviors, we assessed participants' information-seeking and sharing behaviors after receiving their results in-person with a genetic counselor or online through the testing company's website. We found that 32.6 % of participants sought information after receiving the genomic test results for T2DM; 80.8 % of those that did seek information turned to the Internet. Eighty-eight percent of participants reported that they shared their T2DM risk results, primarily with their spouse/partner (65 %) and other family members (57 %) and children (19 %); 14 % reported sharing results with their health provider. Sharing was significantly increased in those who received results in-person from the genetic counselor (p = 0.0001). Understanding patients' interests and needs for additional information after genomic testing and with whom they share details of their health is important as more information and clinical services are available and accessed outside the clinician's office. Genetic counselors' expertise and experience in creating educational materials and promoting sharing of genetic information can facilitate patient engagement and education.
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Affiliation(s)
- Rachel Mills
- Duke Institute for Genome Sciences & Policy, Duke University, 304 Research Drive, Box 90141, Durham, NC, 27708, USA,
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44
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Abstract
Purpose
– The purpose of this paper is to assess the state of the art in social media and pharmaceutical marketing through empirical analysis of online consumer conversations. Proliferation of social media has significantly changed traditional one-way, marketing-controlled communications. Balance of power has shifted to consumers, who use social networking sites, blogs and forums to obtain extensive brand and product information, often from each other. This prompts companies towards more intimate, transparent and constant two-way consumer engagement. Pharmaceutical marketing and direct to consumer advertising (DTCA) are not immune to this pervasive, disruptive cultural/technological phenomenon, which poses particular challenges given regulatory, legal and ethical constraints on their marketing.
Design/methodology/approach
– This research uses “netnographic” data collection of online conversations occurring in social media and develops an explanatory framework using grounded theory analytical methods.
Findings
– This research shows that significantly impactful and pervasive bonding among consumers, bloggers and unofficial “experts” about pharmaceutical offerings is widespread, and occurs regardless (and perhaps in spite of) pharmaceutical companies’ involvement.
Originality/value
– Considering the structure and nature of online consumer bonding, a way forward is proposed for pharmaceutical companies to implement social media strategies as part of their pharmaceutical marketing and DTCA efforts through an intermediary and interactive online presence arising from disease and health care education.
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45
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Rowley J, Johnson F. Understanding trust formation in digital information sources: The case of Wikipedia. J Inf Sci 2013. [DOI: 10.1177/0165551513477820] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This article contributes to knowledge on how users establish the trustworthiness of digital information. An exploratory two-stage study was conducted with Master’s and undergraduate students in information studies. In the first phase of the study respondents commented on the factors and processes associated with trust formation. Participants commented on authorship and references, quality of writing and editing, and verification via links to external reference sources. Findings from the second phase, based on a checklist, suggested that participants relied on a range of factors when assessing the trustworthiness of articles, including content factors such as authorship, currency and usefulness together with context factors such as references, expert recommendation and triangulation with their own knowledge. These findings are discussed in the light of previous related research and recommendations for further research are offered.
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Middlemass J, Davy Z, Cavanagh K, Linehan C, Morgan K, Lawson S, Siriwardena AN. Integrating online communities and social networks with computerised treatment for insomnia: a qualitative study. Br J Gen Pract 2012; 62:e840-50. [PMID: 23211265 PMCID: PMC3505418 DOI: 10.3399/bjgp12x659321] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Revised: 04/23/2012] [Accepted: 07/03/2012] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Insomnia is a common psychological complaint. Cognitive behavioural therapy for insomnia (CBT-I), although effective, is little used because of lack of trained providers. Computerised CBT-I (CCBT-I) may be a solution to this shortfall in access. AIM To explore patient and health professional perspectives and the role of social networking, to develop a novel CCBT-I programme to increase access to this form of intervention. DESIGN AND SETTING Qualitative methods underpinned by the theory of planned behaviour in primary care in Lincolnshire and Nottinghamshire. METHOD Semi-structured interviews and focus groups with a purposive sample of health professionals and adults with insomnia. RESULTS A total of 23 health professionals and 28 patients were interviewed. Features designed to engender trust and improve functionality were perceived to improve uptake and adherence to CCBT-I. Trust lay in programme accreditation; for professionals, trust derived from evidence of effectiveness; for patients, trust depended on the doctor-patient relationship, professional support, the quality of online peer support, and perceptions of risk. Patients wanted mobile applications; access in short periods; self-assessment; interactive, personalised information on sleep; and moderated contact with other users. Patients and practitioners differed over whether useful information could be distinguished from less useful or potentially incorrect information. CONCLUSION Improving uptake and adherence to online programmes for insomnia requires design features focusing on trust and functionality. Enabling greater patient control and interaction with other users and professionals may stimulate positive experiences of online therapy. CCBT-I would enable greater access to treatment but is limited by lack of online access or poor computer literacy.
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Affiliation(s)
- Jo Middlemass
- Lincoln School of Health and Social Care, [corrected] University of Lincoln, Lincoln, USA
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Wong CKM, Yeung DY, Ho HCY, Tse KP, Lam CY. Chinese Older Adults’ Internet Use for Health Information. J Appl Gerontol 2012; 33:316-35. [DOI: 10.1177/0733464812463430] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Technological advancement benefits Internet users with the convenience of social connection and information search. This study aimed at investigating the predictors of Internet use to search for online health information among Chinese older adults. The Technology Acceptance Model (TAM) was applied to examine the predictiveness of perceived ease of use, perceived usefulness, and attitudes toward Internet use on behavioral intention to search for health information online. Ninety-eight Chinese older adults were recruited from an academic institute for older people and community centers. Frequency of Internet use and physical and psychological health were also assessed. Results showed that perceived ease of use and attitudes significantly predicted behavioral intention of Internet use. The potential influences of traditional Chinese values and beliefs in health were also discussed.
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Affiliation(s)
| | - Dannii Y. Yeung
- City University of Hong Kong, Hong Kong, People’s Republic of China
| | - Henry C. Y. Ho
- City University of Hong Kong, Hong Kong, People’s Republic of China
| | - Kin-Po Tse
- City University of Hong Kong, Hong Kong, People’s Republic of China
| | - Chun-Yiu Lam
- City University of Hong Kong, Hong Kong, People’s Republic of China
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Finney Rutten LJ, Davis T, Beckjord EB, Blake K, Moser RP, Hesse BW. Picking up the pace: changes in method and frame for the health information national trends survey (2011-2014). JOURNAL OF HEALTH COMMUNICATION 2012; 17:979-89. [PMID: 23020763 PMCID: PMC4151263 DOI: 10.1080/10810730.2012.700998] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Health communication and health information technology influence the ways in which health care professionals and the public seek, use, and comprehend health information. The Health Information National Trends Survey (HINTS) program was developed to assess the effect of health communication and health information technology on health-related attitudes, knowledge, and behavior. HINTS has fielded 3 national data collections with the fourth (HINTS 4) currently underway. Throughout this time, the Journal of Health Communication has been a dedicated partner in disseminating research based on HINTS data. Thus, the authors thought it the perfect venue to provide an historical overview of the HINTS program and to introduce the most recent HINTS data collection effort. This commentary describes the rationale for and structure of HINTS 4, summarizes the methodological approach applied in Cycle 1 of HINTS 4, describes the timeline for the HINTS 4 data collection, and identifies priorities for research using HINTS 4 data.
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Affiliation(s)
- Lila J Finney Rutten
- Clinical Monitoring Research Program, SAIC-Frederick, Inc, NCI-Frederick, Frederick, Maryland 21702, USA.
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