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Lindberg J, Lundgren AS. Peer-to-peer sharing in public health interventions: strategies when people share health-related personal information on social media. Int J Qual Stud Health Well-being 2024; 19:2367841. [PMID: 38920110 PMCID: PMC11210409 DOI: 10.1080/17482631.2024.2367841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 06/10/2024] [Indexed: 06/27/2024] Open
Abstract
PURPOSE As sharing on social media has become an integrated part of everyday life, health and public health actors have started to show interest in the potential of people's peer-to-peer sharing of health-related personal information (HRI) for health interventions. In this article we focus on how people make sense of sharing HRI on social media. METHODS Twenty-two people between the ages 40 and 60 who had taken part in a regional health intervention were interviewed. Using theories about social media sharing, we explore their understandings and negotiations about whether, how much, and how to share HRI and discuss the results in relation to peer-to-peer sharing as a strategy in interventions. RESULTS We identified three aspects that were perceived as particularly risky: loss of control, effects on identity, and affecting others negatively, along with strategies that were used to manage risks in practice: avoiding sharing, allocating, and embedding HRI. CONCLUSIONS By allocating and embedding HRI, people can unlock motivating affordances for health work. However, strategies to manage risks can also be counterproductive. For actors to provide equality in health promotion, initiatives that include social media sharing need to be mindful of the sometimes counterproductive effects this may have on people's engagement.
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Affiliation(s)
- Jens Lindberg
- Department of Social Work, Umeå University, Umeå, Sweden
| | - Anna Sofia Lundgren
- Department of Culture and Media Studies, Umeå University, Umeå, Sweden
- Centre for Demographic and Ageing Research, Umeå University, Umeå, Sweden
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Straand IJ, Baxter KA, Følstad A. Remote Inclusion of Vulnerable Users in mHealth Intervention Design: Retrospective Case Analysis. JMIR Mhealth Uhealth 2024; 12:e55548. [PMID: 38875700 PMCID: PMC11214026 DOI: 10.2196/55548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/24/2024] [Accepted: 04/24/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Mobile health (mHealth) interventions that promote healthy behaviors or mindsets are a promising avenue to reach vulnerable or at-risk groups. In designing such mHealth interventions, authentic representation of intended participants is essential. The COVID-19 pandemic served as a catalyst for innovation in remote user-centered research methods. The capability of such research methods to effectively engage with vulnerable participants requires inquiry into practice to determine the suitability and appropriateness of these methods. OBJECTIVE In this study, we aimed to explore opportunities and considerations that emerged from involving vulnerable user groups remotely when designing mHealth interventions. Implications and recommendations are presented for researchers and practitioners conducting remote user-centered research with vulnerable populations. METHODS Remote user-centered research practices from 2 projects involving vulnerable populations in Norway and Australia were examined retrospectively using visual mapping and a reflection-on-action approach. The projects engaged low-income and unemployed groups during the COVID-19 pandemic in user-based evaluation and testing of interactive, web-based mHealth interventions. RESULTS Opportunities and considerations were identified as (1) reduced barriers to research inclusion; (2) digital literacy transition; (3) contextualized insights: a window into people's lives; (4) seamless enactment of roles; and (5) increased flexibility for researchers and participants. CONCLUSIONS Our findings support the capability and suitability of remote user methods to engage with users from vulnerable groups. Remote methods facilitate recruitment, ease the burden of research participation, level out power imbalances, and provide a rich and relevant environment for user-centered evaluation of mHealth interventions. There is a potential for a much more agile research practice. Future research should consider the privacy impacts of increased access to participants' environment via webcams and screen share and how technology mediates participants' action in terms of privacy. The development of support procedures and tools for remote testing of mHealth apps with user participants will be crucial to capitalize on efficiency gains and better protect participants' privacy.
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Affiliation(s)
- Ingjerd J Straand
- Department of Social Work, University of Stavanger, Stavanger, Norway
| | - Kimberley A Baxter
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, Australia
- Centre for Childhood Nutrition Research, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Asbjørn Følstad
- Department of Sustainable Communication Technologies, Sintef Digital, Oslo, Norway
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Baines R, Stevens S, Austin D, Anil K, Bradwell H, Cooper L, Maramba ID, Chatterjee A, Leigh S. Patient and Public Willingness to Share Personal Health Data for Third-Party or Secondary Uses: Systematic Review. J Med Internet Res 2024; 26:e50421. [PMID: 38441944 PMCID: PMC10951832 DOI: 10.2196/50421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 12/01/2023] [Accepted: 12/18/2023] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND International advances in information communication, eHealth, and other digital health technologies have led to significant expansions in the collection and analysis of personal health data. However, following a series of high-profile data sharing scandals and the emergence of COVID-19, critical exploration of public willingness to share personal health data remains limited, particularly for third-party or secondary uses. OBJECTIVE This systematic review aims to explore factors that affect public willingness to share personal health data for third-party or secondary uses. METHODS A systematic search of 6 databases (MEDLINE, Embase, PsycINFO, CINAHL, Scopus, and SocINDEX) was conducted with review findings analyzed using inductive-thematic analysis and synthesized using a narrative approach. RESULTS Of the 13,949 papers identified, 135 were included. Factors most commonly identified as a barrier to data sharing from a public perspective included data privacy, security, and management concerns. Other factors found to influence willingness to share personal health data included the type of data being collected (ie, perceived sensitivity); the type of user requesting their data to be shared, including their perceived motivation, profit prioritization, and ability to directly impact patient care; trust in the data user, as well as in associated processes, often established through individual choice and control over what data are shared with whom, when, and for how long, supported by appropriate models of dynamic consent; the presence of a feedback loop; and clearly articulated benefits or issue relevance including valued incentivization and compensation at both an individual and collective or societal level. CONCLUSIONS There is general, yet conditional public support for sharing personal health data for third-party or secondary use. Clarity, transparency, and individual control over who has access to what data, when, and for how long are widely regarded as essential prerequisites for public data sharing support. Individual levels of control and choice need to operate within the auspices of assured data privacy and security processes, underpinned by dynamic and responsive models of consent that prioritize individual or collective benefits over and above commercial gain. Failure to understand, design, and refine data sharing approaches in response to changeable patient preferences will only jeopardize the tangible benefits of data sharing practices being fully realized.
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Affiliation(s)
- Rebecca Baines
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | - Sebastian Stevens
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
- Prometheus Health Technologies Ltd, Newquay, United Kingdom
| | - Daniela Austin
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | | | - Hannah Bradwell
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | - Leonie Cooper
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
| | | | - Arunangsu Chatterjee
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
- School of Medicine, University of Leeds, Leeds, United Kingdom
| | - Simon Leigh
- Prometheus Health Technologies Ltd, Newquay, United Kingdom
- Warwick Medical School, University of Warwick, Conventry, United Kingdom
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Beauchamp JES, Wang M, Leon Novelo LG, Cox C, Meyer T, Fagundes C, Savitz SI, Sharrief A, Dishman D, Johnson C. Feasibility and user-experience of a virtual environment for social connection and education after stroke: A pilot study. J Stroke Cerebrovasc Dis 2024; 33:107515. [PMID: 38064972 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/25/2023] [Accepted: 11/26/2023] [Indexed: 01/23/2024] Open
Abstract
OBJECTIVES To evaluate the feasibility and usability of stroke survivor participation in an 8-week virtual environment intervention that provides opportunities for social support exchanges, social network interactions, and recovery education. MATERIALS AND METHODS A single-group, pre- and post-test measure design was used. Descriptive statistics were used to examine enrollment and retention rates, proportion of questionnaires completed, and virtual environment process data (e.g., number of log-ins) and usability scores. Changes in pre- and post-intervention questionnaire (e.g., usability, social support, depression, anxiety, loneliness, and self-efficacy) scores were explored using Wilcoxon signed-rank tests and paired t-test. RESULTS Fifteen (65 %) of the eligible stroke survivors enrolled (60 % white, 27 % black), 12 (80 %) had an ischemic stroke, ages ranged from 33 to 74 years (mean 44 years), and mean months since stroke was 33 ± 23. Retention and questionnaire completion rates were both 93 % (n = 14). Survivors logged into the virtual environment a total of 122 times, logged an average of 49 min/log-in, and 12 (80 %) attended support groups and social activities. Median usability score indicated lower than average usability. Improvement trends in social support, loneliness, and depressive symptoms were found, but significant changes in mean questionnaire scores were not found. CONCLUSIONS Overall, the results suggest that using a virtual environment to foster social support exchanges, social network interactions, and recovery education after stroke is feasible. Similar to other chronic disease populations, stroke survivor adoption of a virtual environment likely requires ongoing technical assistance, repetition of instructions, and opportunities for practice to reinforce engagement. TRIAL REGISTRATION NCT05487144.
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Affiliation(s)
- Jennifer E S Beauchamp
- Cizik School of Nursing, The University of Texas Health Science Center at Houston and the Institute for Stroke and Cerebrovascular Disease, 6901 Bertner Avenue, Houston, TX 77030, United States.
| | - Mengxi Wang
- School of Public Health, The University of Texas Health Science Center at Houston, 1200 Pressler Street, Houston, TX 77030, United States
| | - Luis G Leon Novelo
- School of Public Health, The University of Texas Health Science Center at Houston, 1200 Pressler Street, Houston, TX 77030, United States
| | - Caroline Cox
- Cizik School of Nursing, The University of Texas Health Science Center at Houston and the Institute for Stroke and Cerebrovascular Disease, 6901 Bertner Avenue, Houston, TX 77030, United States
| | - Thomas Meyer
- Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, 1941 East Road, Houston, TX 77030, United States
| | - Christopher Fagundes
- Department of Psychological Sciences, Rice University, 6100 Main Street, Houston, TX 77005, United States
| | - Sean I Savitz
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston and the Institute for Stroke and Cerebrovascular Disease, 6431 Fannin, Houston, TX 77030, United States
| | - Anjail Sharrief
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston and the Institute for Stroke and Cerebrovascular Disease, 6431 Fannin, Houston, TX 77030, United States
| | - Deniz Dishman
- Cizik School of Nursing, The University of Texas Health Science Center at Houston and the Institute for Stroke and Cerebrovascular Disease, 6901 Bertner Avenue, Houston, TX 77030, United States
| | - Constance Johnson
- Cizik School of Nursing, The University of Texas Health Science Center at Houston and the Institute for Stroke and Cerebrovascular Disease, 6901 Bertner Avenue, Houston, TX 77030, United States
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Ashtari S, Taylor A. Patients With Rare Diseases and the Power of Online Support Groups: Implications for the Medical Community. JMIR Form Res 2023; 7:e41610. [PMID: 37707878 PMCID: PMC10540027 DOI: 10.2196/41610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 03/31/2023] [Accepted: 04/20/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Previous studies have shown positive tangible health benefits from using online support communities for informational support, daily living support, and emotional support. The specifics of how these communities can be improved have not been studied in detail. OBJECTIVE This study will investigate various sources of information that patients with genetic disorders use to learn more about their condition. We will be using patients with Ehlers-Danlos Syndrome (EDS) as a typical representation of the wider group of patients with genetic disorders. This study will also investigate the benefits and disadvantages of web-based platforms and how they can be improved. METHODS We used quantitative and qualitative analyses in this study. We undertook a web-based questionnaire survey and semistructured qualitative interviews through Zoom. Questionnaire results were analyzed using descriptive analysis. Thematic coding with constant comparison was used for interview transcript analysis. RESULTS A total of 436 respondents completed some or all of the survey. The majority of participants are female (386/413, 93.46%), and 24% (99/413) of them are in the age range of 25-34 years. Around 81% (336/413) of the participants have some type of college degree, and 55% (227/413) of them have graduate degrees. About 49.31% (204/413) of them are not currently employed. Most patients stated that their health care providers did not give accurate and complete information to them regarding their health situation (mean 2.87, SD 1.34). Also, patients perceived their providers as not knowledgeable regarding web-based communities that discuss patients' conditions (mean 1.93, SD 1.15). Patients are confident in using health care resources available in web-based health communities (mean 3.78, SD 1.13). We interviewed 30 participants. The demographics of the interviewees were aligned with those of the survey participants. A total of 9 different themes were identified based on the Qualtrics survey and qualitative interviews. Participants shared the pros and cons of different online support groups that they were using and gave suggestions for improvement. They requested a centralized database with different categories of resources classified based on different diseases. They also emphasized the importance of search features and the ability to find relevant information with a hashtag. Furthermore, they elaborated on the privacy and security concerns they have regarding web-based support group platforms. CONCLUSIONS Patients with rare diseases are finding information not available from their health care providers in community support groups. The medical community and web developers have a great opportunity to help these people by engaging with their web-based communities.
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Affiliation(s)
- Sadaf Ashtari
- Information Systems and Business Analytics department, California State University, Sacramento, Sacramento, CA, United States
| | - Adam Taylor
- Information Systems and Business Analytics department, California State University, Sacramento, Sacramento, CA, United States
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Benevento M, Mandarelli G, Carravetta F, Ferorelli D, Caterino C, Nicolì S, Massari A, Solarino B. Measuring the willingness to share personal health information: a systematic review. Front Public Health 2023; 11:1213615. [PMID: 37546309 PMCID: PMC10397406 DOI: 10.3389/fpubh.2023.1213615] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/05/2023] [Indexed: 08/08/2023] Open
Abstract
Background In the age of digitalization and big data, personal health information is a key resource for health care and clinical research. This study aimed to analyze the determinants and describe the measurement of the willingness to disclose personal health information. Methods The study conducted a systematic review of articles assessing willingness to share personal health information as a primary or secondary outcome. The review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analysis protocol. English and Italian peer-reviewed research articles were included with no restrictions for publication years. Findings were narratively synthesized. Results The search strategy found 1,087 papers, 89 of which passed the screening for title and abstract and the full-text assessment. Conclusion No validated measurement tool has been developed for willingness to share personal health information. The reviewed papers measured it through surveys, interviews, and questionnaires, which were mutually incomparable. The secondary use of data was the most important determinant of willingness to share, whereas clinical and socioeconomic variables had a slight effect. The main concern discouraging data sharing was privacy, although good data anonymization and the high perceived benefits of sharing may overcome this issue.
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Affiliation(s)
- Marcello Benevento
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
| | | | | | - Davide Ferorelli
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
| | - Cristina Caterino
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
| | - Simona Nicolì
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
| | - Antonella Massari
- Department of Economics, Management and Business Law, University of Bari, Bari, Italy
| | - Biagio Solarino
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
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Le LH, Hoang PA, Pham HC. Sharing health information across online platforms: A systematic review. HEALTH COMMUNICATION 2023; 38:1550-1562. [PMID: 34978235 DOI: 10.1080/10410236.2021.2019920] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Advanced Web 2.0 communication technologies have facilitated health-related information (HRI) sharing on the Internet. Especially, the COVID-19 pandemic and lockdowns around the world have forced more people to turn to the Internet for HRI. A better understanding of users' sharing content and sharing behavior can help communicators improve health literacy, raise community awareness, and facilitate social support exchanges. This paper reports the results of a systematic review of online HRI sharing literature, including key research topics, theories and methods used in past studies, and key factors of sharing behavior across online platforms. Following the PRISMA procedure for a systematic review, 58 articles were identified and analyzed using keyword matching, thematic analysis, and expert review. Guided by the platform theory, our findings differentiated five types of online platforms that differently influenced online users' sharing content and sharing purposes, including micro-blogs, social network sites, online health communities, social question and answer sites, and Wikis. The findings also clarify five main research topics and applicable theories used in each topic, including personal health sharing, health-related knowledge sharing, general health message diffusion, outcomes of HRI sharing, and exploratory research. Key factors of sharing behavior and potential sharing outcomes are also reviewed and summarized in the research framework developed from the motivation theory. Our study contributes to the understanding of online sharing behavior and provides implications for health communicators to develop effective health campaigns. Potential research directions are also identified and discussed.
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Affiliation(s)
- Long Hoang Le
- School of Business & Management, RMIT University Vietnam
| | | | - Hiep Cong Pham
- School of Business & Management, RMIT University Vietnam
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Ang WHD, Chew HSJ, Ong YHN, Zheng ZJ, Shorey S, Lau Y. Becoming More Resilient during COVID-19: Insights from a Process Evaluation of Digital Resilience Training. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12899. [PMID: 36232196 PMCID: PMC9564846 DOI: 10.3390/ijerph191912899] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/01/2022] [Accepted: 10/05/2022] [Indexed: 05/17/2023]
Abstract
Resilience training is gaining attention as a strategy to build students' resistance to adversity and promote their mental well-being. However, owing to inconsistencies and variations in the content and delivery of resilience training, more work is needed to examine students' experiences and preferences to address issues relating to intervention fidelity. This study adopted a qualitative approach in exploring students' experience of synchronous and asynchronous versions of a digital resilience training program. Seventeen students were interviewed using a semi-structured virtual face-to-face interview via Zoom. The thematic analyses unveiled four themes: embarking on a journey toward resilience, discovering strategies to develop resilience, finding a balance to benefit from resilience skill enhancement, and instilling resilience in the everyday. Future resilience training should consider students' workload and interactivity to enhance their engagement. As being resilient is associated with better mental well-being, the findings of this study may support the development of future wellness programs.
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Affiliation(s)
- Wei How Darryl Ang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
| | - Han Shi Jocelyn Chew
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
| | | | - Zhongjia James Zheng
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
| | - Shefaly Shorey
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
| | - Ying Lau
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
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Wang X, Zuo Z, Tong X, Zhu Y. Talk more about yourself: a data-driven extended theory of reasoned action for online health communities. INFORMATION TECHNOLOGY & MANAGEMENT 2022. [DOI: 10.1007/s10799-022-00376-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Banwell E, Hanley T, De Ossorno Garcia S, Mindel C, Kayll T, Sefi A. The Helpfulness of Web-Based Mental Health and Well-being Forums for Providing Peer Support for Young People: Cross-sectional Exploration. JMIR Form Res 2022; 6:e36432. [PMID: 36083629 PMCID: PMC9508674 DOI: 10.2196/36432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 08/07/2022] [Accepted: 08/10/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Young people are increasingly seeking out web-based support for their mental health and well-being. Peer support forums are popular with this age group, with young individuals valuing the fact that the forums are available 24/7, providing a safe and anonymous space for exploration. Currently, little systematic evaluation of the helpfulness of such forums in providing support has been conducted. OBJECTIVE This study examined the helpfulness of the support offered within web-based mental health and well-being peer support forums for young people. It specifically investigated the self-reported user ratings of helpfulness reported through the completion of a developing experience measure. The ratings will be used to consider further development of the measure and reflect upon the overall helpfulness of the forums as indicated by the reported scores. METHODS The study used routinely collected practice-based outcome data from web-based mental health forums for young people. These forums are hosted by the UK-based web-based therapy and support service, Kooth. A cross-sectional design was used to explore-using a range of inferential statistical measures-the outcomes reported by those accessing the forums using a Peer Online Community Experience Measure (POCEM). To consider the helpfulness in general, 23,443 POCEMs completed in 2020 were used. A second data set of 17,137 completed POCEMs from the same year was used to consider whether various engagement indicators had an impact upon the helpfulness rating. RESULTS Female users aged between 11 and 16 years predominantly completed the POCEM. This is in keeping with the majority of those using the service. In total, 74.6% (8240/11,045) of the scores on the POCEM indicated that the individuals found the posts helpful. An ANOVA indicated that male users were more likely to report obtaining intrapersonal support, whereas female users obtained interpersonal support. Furthermore, the POCEM scores reflected the internal consistency of the measure and provided an insight into the way that young people made use of the peer support resource; for instance, posts that were rated more helpful were correlated with spending longer time reading them, and the topics discussed varied throughout the day with more mental health issues being discussed later at night. CONCLUSIONS The results seem to demonstrate that, overall, the young people involved in this study found web-based peer support helpful. They indicate that peer support can provide an important strand of care within a supportive mental health ecosystem, particularly during time periods when in-person support is typically closed. However, limitations were noted, suggesting that caution is needed when interpreting the results of this study. Although such services are incredibly well used, they have received little research attention to date. As such, further investigation into what constitutes helpful and unhelpful peer support is needed.
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Affiliation(s)
- Emily Banwell
- Manchester Institute of Education, University of Manchester, Manchester, United Kingdom
| | - Terry Hanley
- Manchester Institute of Education, University of Manchester, Manchester, United Kingdom
| | | | | | | | - Aaron Sefi
- Kooth Plc, London, United Kingdom
- Department of Psychology, University of Exeter, Exeter, United Kingdom
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Cerón-Guzmán JA, Tetteroo D, Hu J, Markopoulos P. "Not Sure Sharing Does Anything Extra for Me": Understanding How People with Cardiovascular Disease Conceptualize Sharing Personal Health Data with Peers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:9508. [PMID: 35954863 PMCID: PMC9368547 DOI: 10.3390/ijerph19159508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/26/2022] [Accepted: 07/29/2022] [Indexed: 11/16/2022]
Abstract
As people deal with cardiovascular disease (CVD), they are to self-monitor routinely and be aware of complications and the corresponding course of action. Engaging in these self-care behaviors is conducive to gaining knowledge of health status. Even so, knowledge of the self may be insufficient in making sense of chronic conditions. In constructing a new normal after health-related life disruptions, people often turn to peers (others facing similar health issues) and share personal health information with each other. Although health information-sharing behavior is well-documented, it remains underexplored what attitudes individuals with chronic conditions, such as CVD, have toward disclosing personal health data to peers and exploring those of others with similar conditions. We surveyed 39 people who reported being diagnosed with CVD to understand how they conceptualize sharing personal health data with their peers. By analyzing qualitative survey data thematically, we found that respondents expressed themselves as uncertain about the benefits of interacting with peers in such a manner. At the same time, they recognized an opportunity to learn new ideas to enhance CVD self-care in mutual data sharing. We also report participants' analytical orientation toward this sort of data sharing herein and elaborate on what sharing a range of personal health data could mean. In light of the existing literature, this study unpacks the notion of sharing in a different population/pathology and with more nuance, particularly by distinguishing between disclosing one's data and exploring others'.
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Affiliation(s)
- Jhon Adrián Cerón-Guzmán
- Department of Industrial Design, Eindhoven University of Technology, 5612 AE Eindhoven, The Netherlands; (D.T.); (J.H.); (P.M.)
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The effect of interactive factors on online health consultation review deviation: An empirical investigation. Int J Med Inform 2022; 163:104781. [DOI: 10.1016/j.ijmedinf.2022.104781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/25/2022] [Accepted: 04/23/2022] [Indexed: 11/19/2022]
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Kelly KJ, Doucet S, Luke A, Azar R, Montelpare W. Exploring the Use of a Facebook-Based Support Group for Caregivers of Children and Youth With Complex Care Needs: Qualitative Descriptive Study. JMIR Pediatr Parent 2022; 5:e33170. [PMID: 35671082 PMCID: PMC9214619 DOI: 10.2196/33170] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 04/11/2022] [Accepted: 05/03/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Caregivers of children and youth with complex care needs (CCN) require substantial support to ensure the well-being of their families. Web-based peer-to-peer (P2P) support groups present an opportunity for caregivers to seek and provide timely informational and emotional support. Despite the widespread use of social media for health-related support across diverse patient and caregiver populations, it is unclear how caregivers of children and youth with CCN use and potentially benefit from these groups. OBJECTIVE The aim of this study is to explore the use of a web-based P2P support group for caregivers of children and youth with CCN in New Brunswick, Canada, and investigate factors related to its use by members. METHODS The study sample consisted of individuals who joined a closed Facebook group and an analysis of content published to the group. In phase 1, a Facebook group was developed in consultation with a patient and family advisory council, and members were recruited to the group. Phase 2 of this study consisted of an observation period during which posts and related interactions (ie, likes, loves, and comments) by members were collected. In phase 3, a web-based survey was distributed, and semistructured interviews were conducted with a subsample of group members. Survey and interview data were analyzed using thematic analysis. RESULTS A total of 108 caregivers joined the Facebook group between October 2020 and March 2021. There were 93 posts with 405 comments and 542 associated interactions (448/542, 82.7% likes and 94/542, 17.3% loves). Of these 93 posts, 37 (40%) were made by group members, and 56 (60%) were made by moderators. Of the 108 members, a subsample of 39 (36.1%) completed a web-based survey, and 14 (13%) participated in the interviews. Content analyses of posts by members revealed that inquiry (17/37, 46%), informational (15/37, 41%), and emotional posts (4/37, 11%) were the most common. Emotional posts received the highest number of interactions (median 24.5). In total, 5 themes emerged from the interviews related to the use of the group and mediating factors of interactions between group members: resource for information, altruistic contribution, varying level of engagement, perceived barriers to and facilitators of group activity, and moderators as contributing members. CONCLUSIONS These findings demonstrate that caregivers of children and youth with CCN seek geography-specific P2P support groups to meet informational and social support needs. This study contributes to the knowledge on how caregivers use Facebook groups to meet their support needs through moderate and passive engagement.
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Affiliation(s)
- Katherine Jennifer Kelly
- Health Centred Research Clinic, Department of Applied Human Sciences, University of Prince Edward Island, Charlottetown, PE, Canada
| | - Shelley Doucet
- Centre for Research in Integrated Care, Department of Nursing and Health Sciences, University of New Brunswick Saint John, Saint John, NB, Canada
| | - Alison Luke
- Centre for Research in Integrated Care, Department of Nursing and Health Sciences, University of New Brunswick Saint John, Saint John, NB, Canada
| | - Rima Azar
- Psychobiology of Stress & Health Lab, Department of Psychology, Mount Alison University, Sackville, NB, Canada
| | - William Montelpare
- Health Centred Research Clinic, Department of Applied Human Sciences, University of Prince Edward Island, Charlottetown, PE, Canada
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Yao Z, Zhang B, Ni Z, Ma F. What users seek and share in online diabetes communities: examining similarities and differences in expressions and themes. ASLIB J INFORM MANAG 2021. [DOI: 10.1108/ajim-08-2021-0214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThis paper aims to investigate user health information seeking and sharing patterns and content in an online diabetes community and explore the similarities and differences in the ways and themes they expressed.Design/methodology/approachMultiple methods are applied to analyze the expressions and themes that users seek and share based on large-scale text data in an online diabetes community. First, a text classifier using deep learning method is performed based on the expression category this study developed. Second, statistical and social network analyses are used to measure the popularity and compare differences between expressions. Third, topic modeling, manual coding and similarity analysis are used to mining topics and thematic similarity between seeking and sharing threads.FindingsThere are four different ways users seek and share in online health communities (OHCs) including informational seeking, situational seeking, objective information sharing and experiential information sharing. The results indicate that threads with self-disclosure could receive more replies and attract more users to contribute. This study also examines the 10 topics that were discussed for information seeking and 14 topics for information sharing. They shared three discussion themes: self-management, medication and symptoms. Information about symptoms can be largely matched between seeking and sharing threads while there is less overlap in self-management and medication categories.Originality/valueBeing different from previous studies that mainly describe one type of health information behavior, this paper analyzes user health information seeking and sharing behaviors in OHCs and investigates whether there is a correspondence or discrepancy between expressions and information users spontaneously seek and share in OHCs.
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15
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Popovac M, Roomaney R. Measuring online health-seeking behaviour: Construction and initial validation of a new scale. Br J Health Psychol 2021; 27:756-776. [PMID: 34747092 DOI: 10.1111/bjhp.12571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 09/30/2021] [Accepted: 09/22/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Online health-seeking behaviour (OHSB) such as information- and support-seeking encompasses a range of motivations and outcomes, but few studies consider the nuances of OHSB. The current study aimed to (1) develop and provide an initial validation of an OHSB measure, and (2) explore the role of demographic variables in OHSB among adult Internet users. DESIGN The study was a quantitative, cross-sectional online survey. METHODS The study consistent of two data collection waves, including 451 general Internet users (aged 18-73) and 204 online health groups users (aged 19-78) who completed online questionnaires. RESULT Exploratory Factor Analysis and Item Analysis in the two samples resulted in a final 37-item measure. The scale comprises three distinct factors: Support seeking (α = .97); information seeking (α = .89); and the Internet as a supplement or alternative to offline medical care (α = .88). Multiple regression analyses indicated that younger age, a higher number of people living in the household, and presence of a chronic condition significantly predicted all three aspects of OHSB. Poorer perceived health also predicted support-seeking online, while being male, employed and a general Internet user (vs. online health group member) also predicted using the Internet as a supplement or alternative to offline medical care. CONCLUSION The study presents a useful scale for future research to explore more complex psychosocial, contextual and health-related variables as potential contributors to health-seeking in the online domain.
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Affiliation(s)
- Maša Popovac
- School of Psychology, University of Buckingham, UK
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16
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Matsuda S, Ohtomo T, Tomizawa S, Miyano Y, Mogi M, Kuriki H, Nakayama T, Watanabe S. Incorporating Unstructured Patient Narratives and Health Insurance Claims Data in Pharmacovigilance: Natural Language Processing Analysis of Patient-Generated Texts About Systemic Lupus Erythematosus. JMIR Public Health Surveill 2021; 7:e29238. [PMID: 34255719 PMCID: PMC8278300 DOI: 10.2196/29238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 05/12/2021] [Accepted: 05/19/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Gaining insights that cannot be obtained from health care databases from patients has become an important topic in pharmacovigilance. OBJECTIVE Our objective was to demonstrate a use case, in which patient-generated data were incorporated in pharmacovigilance, to understand the epidemiology and burden of illness in Japanese patients with systemic lupus erythematosus. METHODS We used data on systemic lupus erythematosus, an autoimmune disease that substantially impairs quality of life, from 2 independent data sets. To understand the disease's epidemiology, we analyzed a Japanese health insurance claims database. To understand the disease's burden, we analyzed text data collected from Japanese disease blogs (tōbyōki) written by patients with systemic lupus erythematosus. Natural language processing was applied to these texts to identify frequent patient-level complaints, and term frequency-inverse document frequency was used to explore patient burden during treatment. We explored health-related quality of life based on patient descriptions. RESULTS We analyzed data from 4694 and 635 patients with systemic lupus erythematosus in the health insurance claims database and tōbyōki blogs, respectively. Based on health insurance claims data, the prevalence of systemic lupus erythematosus is 107.70 per 100,000 persons. Tōbyōki text data analysis showed that pain-related words (eg, pain, severe pain, arthralgia) became more important after starting treatment. We also found an increase in patients' references to mobility and self-care over time, which indicated increased attention to physical disability due to disease progression. CONCLUSIONS A classical medical database represents only a part of a patient's entire treatment experience, and analysis using solely such a database cannot represent patient-level symptoms or patient concerns about treatments. This study showed that analysis of tōbyōki blogs can provide added information on patient-level details, advancing patient-centric pharmacovigilance.
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Affiliation(s)
- Shinichi Matsuda
- Real-World Data Science Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Takumi Ohtomo
- Real-World Data Science Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Shiho Tomizawa
- Risk Communication Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Yuki Miyano
- Real-World Data Science Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Miwako Mogi
- Foundation Medicine Business Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Hiroshi Kuriki
- Biometrics Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Terumi Nakayama
- Real-World Data Science Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
| | - Shinichi Watanabe
- Real-World Data Science Department, Chugai Pharmaceutical Co Ltd, Tokyo, Japan
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17
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Qualitative Thematic Analysis of Social Media Data to Assess Perceptions of Route of Administration for Antiretroviral Treatment among People Living with HIV. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH 2021; 13:409-422. [PMID: 32356146 PMCID: PMC7340676 DOI: 10.1007/s40271-020-00417-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/29/2022]
Abstract
BACKGROUND HIV is a condition that requires lifelong treatment. Treatment options currently consist of oral antiretroviral therapies (ART) taken once or twice daily. Long-acting injectable HIV treatments are currently in development to be administered monthly or every other month. Preferences for route of administration could influence treatment adherence, which could affect treatment outcomes. The purpose of this study was to examine patient perceptions of oral and injectable routes of administration for ART. METHODS Qualitative thematic analysis was conducted to examine 5122 online discussion threads by people living with HIV (PLHIV) in the POZ Community Forums from January 2013 to June 2018. Analysis focused on identifying perceptions of oral or injectable routes of administration for ART. Relevant threads were extracted and imported into the qualitative data analysis software package ATLAS.ti.8 so that text could be reviewed and coded. RESULTS Analyses identified 684 relevant discussion threads including 2626 coded quotations from online posts by 568 PLHIV. The oral route of administration was discussed more frequently than injectable (2516 quotations for oral; 110 injectable). Positive statements on the oral route of administration commonly mentioned the small number of pills (276 quotations), dose frequency (245), ease of scheduling (153), and ease of use (146). PLHIV also noted disadvantages of the oral route of administration including negative emotional impact (166), difficulty with medication access (106), scheduling (131), and treatment adherence (121). Among the smaller number of PLHIV discussing injectable ART, common positive comments focused on dose frequency (34), emotional benefits of not taking a daily pill (7), potential benefits for adherence (6), overall convenience (6), and benefits for traveling (6). Some comments from PLHIV perceived the frequency of injections negatively (10), and others had negative perceptions of needles (8) or appointments required to receive injections (7). CONCLUSIONS Qualitative analysis revealed that route of administration was frequently discussed among PLHIV on this online forum. While many expressed positive views about their daily oral medication regimen, others perceived inconveniences and challenges. Among PLHIV who were aware of a possible monthly injectable treatment, many viewed this new route of administration as a convenient alternative with potential to improve adherence.
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Karim JL, Talhouk A. Person-Generated Health Data in Women's Health: Protocol for a Scoping Review. JMIR Res Protoc 2021; 10:e26110. [PMID: 34047708 PMCID: PMC8196349 DOI: 10.2196/26110] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 03/25/2021] [Accepted: 04/04/2021] [Indexed: 12/25/2022] Open
Abstract
Background Due to their ability to collect person-generated health data, digital tools and connected health devices may hold great utility in disease prevention, chronic disease self-monitoring and self-tracking, as well as in tailoring information and educational content to fit individual needs. Facilitators and barriers to the use of digital health technologies vary across demographics, including sex. The “femtech” market is growing rapidly, and women are some of the largest adopters of digital health technologies. Objective This paper aims to provide the background and methods for conducting a scoping review on the use of person-generated health data from connected devices in women’s health. The objectives of the scoping review are to identify the various contexts of digital technologies in women’s health and to consolidate women’s views on the usability and acceptability of the devices. Methods Searches were conducted in the following databases: Medline, Embase, APA PsycInfo, CINAHL Complete, and Web of Science Core Collection. We included articles from January 2015 to February 2020. Screening of articles was done independently by at least two authors in two stages. Data charting is being conducted in duplicate. Results will be reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) checklist. Results Our search identified 9102 articles after deduplication. As of November 2020, the full-text screening stage is almost complete and data charting is in progress. The scoping review is expected to be completed by Fall 2021. Conclusions This scoping review will broadly map the literature regarding the contexts and acceptability of digital health tools for women. The results from this review will be useful in guiding future digital health and women’s health research. International Registered Report Identifier (IRRID) DERR1-10.2196/26110
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Affiliation(s)
- Jalisa Lynn Karim
- Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, ON, Canada.,Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada
| | - Aline Talhouk
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada
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19
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Uncertainty and Nursing Needs of Parents with Pediatric Cancer Patients in Different Treatment Phases: A Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18084253. [PMID: 33923797 PMCID: PMC8072720 DOI: 10.3390/ijerph18084253] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 04/13/2021] [Accepted: 04/13/2021] [Indexed: 01/03/2023]
Abstract
The survival rate of pediatric cancer has increased to 80%, but long-term treatment is required. During treatment, parents experience uncertainty, which affects parents’ quality of life and, even worse, their children’s health; however, the variation of that uncertainty remains under-studied. Thus, it is crucial to understand parents’ nursing needs in each distinct treatment phase to develop relevant educational content. This study investigated the uncertainty level and nursing needs of parents according to their children’s treatment phase. This cross-sectional comparative descriptive study collected survey data from 119 people at a tertiary hospital from December 2017 to April 2018. Nursing needs were ascertained using open-ended questions, and data were analyzed using quantitative content analysis. The uncertainty levels of parents of pediatric cancer patients showed statistically significant differences across treatment phases (F = 8.209, p < 0.001). Parents’ uncertainty was higher in the treatment initiation phase (87.77 ± 13.43) and when treatment was ongoing (83.33 ± 15.10) than in the post-treatment phase (75.35 ± 12.82). All three groups had nursing needs regarding infection control, diet, daily activities of living, and prognosis. Parents’ uncertainty levels and nursing needs differed across treatment phases, suggesting a need for tailored education programs to provide practical support to parents of pediatric cancer patients in each phase.
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20
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Hanghøj S, Boisen KA, Hjerming M, Pappot H. Adolescents' and young adults' experiences of a prototype cancer smartphone app. Digit Health 2021; 7:2055207621997258. [PMID: 33717500 PMCID: PMC7917410 DOI: 10.1177/2055207621997258] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 02/03/2021] [Indexed: 01/01/2023] Open
Abstract
Objective Smartphone cancer-related apps have been shown to meet some of the needs of adolescents and young adults (AYAs) during their cancer trajectory. However, there is a lack of apps evaluated by AYAs; thus, the quality of many of these apps has been contested. The aim of this study was to investigate the usefulness of a cancer smartphone app called Kræftværket. The AYA participants reflected on their first experiences of the app and whether it was a relevant and useful tool during and after their cancer trajectory. Methods A total of 20 AYA cancer patients aged 16-29 years (n = 10 on treatment, n = 10 in follow up) were provided with a prototype of the Kræftværket app during a 6-week test period (April-May 2018). After the test period, n = 17 participated in focus group interviews, which were analyzed thematically. Results The following themes were found: Sharing personal information (anonymity, safe communication, tough topics, videos and YouTube clips, tracking statistics); Normalcy (Seeing oneself reflected in in others, not alone, general and specific communities); Need for interaction (response from the app, information provided by the app, the app should give more back); and An everyday tool (integrating the app into daily routines, competition between app and Facebook group, temporary needs). Conclusions The app was perceived to be most relevant at disease onset. During the treatment period, both diagnosis-specific information and communities were requested. There was a call for a clearer distinction between the purpose of the app and other Facebook communities and for a notification function.
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Affiliation(s)
- Signe Hanghøj
- Center of Adolescent Medicine, Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kirsten A Boisen
- Center of Adolescent Medicine, Department of Paediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Maiken Hjerming
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Helle Pappot
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
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21
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Khazaal Y, Chatton A, Rochat L, Hede V, Viswasam K, Penzenstadler L, Berle D, Starcevic V. Compulsive Health-Related Internet Use and Cyberchondria. Eur Addict Res 2021; 27:58-66. [PMID: 33120393 PMCID: PMC7845430 DOI: 10.1159/000510922] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 07/13/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Cyberchondria denotes excessive and repeated online health-related searches associated with an increase in health anxiety. Such searches persist in those with cyberchondria, despite the negative consequences, resembling a pattern of compulsive Internet use. OBJECTIVES The aim of the present study was to assess compulsive health-related Internet use in relation to cyberchondria while controlling for related variables. METHOD Adult participants (N = 749) were recruited from an online platform. They completed questionnaires assessing the severity of cyberchondria (via the Cyberchondria Severity Scale [CSS]), compulsive Internet use adapted for online health-related seeking (via the adapted Compulsive Internet Use Scale [CIUS]), and levels of intolerance of uncertainty and anxiety, as well as depressive, somatic, and obsessive-compulsive symptoms. A logistic regression analysis was carried out to identify predictors of scores above a cutoff value on the CIUS, indicating compulsive health-related Internet use. RESULTS The regression output showed that only the CSS total score and sex made a unique, statistically significant contribution to the model, leading to the correct classification of 78.6% of the cases. Of the CSS subscales, compulsion and distress were the most strongly associated with compulsive health-related Internet use. CONCLUSIONS The finding that the adapted CIUS scores are associated with cyberchondria indicates that cyberchondria has a compulsive component, at least in terms of health-related Internet use. It also suggests that compulsive health-related Internet use persists despite the distress associated with this activity. Males may engage in cyberchondria more compulsively than females. These findings have implications for research and clinical practice.
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Affiliation(s)
- Yasser Khazaal
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland,Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland,Research Centre, University Institute of Mental Health at Montréal, Montréal, Québec, Canada,*Yasser Khazaal, Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, Lausanne University, Bugnon 23a, CH–1011 Lausanne (Switzerland),
| | - Anne Chatton
- Department of Psychiatry and Mental Health, Geneva University Hospitals, Geneva, Switzerland
| | - Lucien Rochat
- Faculty of Psychology, University of Geneva, Geneva, Switzerland
| | - Vincent Hede
- Department of Psychiatry and Mental Health, Geneva University Hospitals, Geneva, Switzerland
| | - Kirupamani Viswasam
- Department of Psychiatry, Nepean Hospital, Penrith, New South Wales, Australia
| | - Louise Penzenstadler
- Department of Psychiatry and Mental Health, Geneva University Hospitals, Geneva, Switzerland
| | - David Berle
- Discipline of Clinical Psychology, University of Technology Sydney, Sydney, New South Wales, Australia,School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Vladan Starcevic
- Discipline of Psychiatry, Sydney Medical School, Nepean Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
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22
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El Morr C, Layal M. Effectiveness of ICT-based intimate partner violence interventions: a systematic review. BMC Public Health 2020; 20:1372. [PMID: 32894115 PMCID: PMC7476255 DOI: 10.1186/s12889-020-09408-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 08/18/2020] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Intimate Partner Violence is a "global pandemic". Meanwhile, information and communication technologies (ICT), such as the internet, mobile phones, and smartphones, are spreading worldwide, including in low- and middle-income countries. We reviewed the available evidence on the use of ICT-based interventions to address intimate partner violence (IPV), evaluating the effectiveness, acceptability, and suitability of ICT for addressing different aspects of the problem (e.g., awareness, screening, prevention, treatment, mental health). METHODS We conducted a systematic review, following PRISMA guidelines, using the following databases: PubMed, PsycINFO, and Web of Science. Key search terms included women, violence, domestic violence, intimate partner violence, information, communication technology, ICT, technology, email, mobile, phone, digital, ehealth, web, computer, online, and computerized. Only articles written in English were included. RESULTS Twenty-five studies addressing screening and disclosure, IPV prevention, ICT suitability, support and women's mental health were identified. The evidence reviewed suggests that ICT-based interventions were effective mainly in screening, disclosure, and prevention. However, there is a lack of homogeneity among the studies' outcome measurements and the sample sizes, the control groups used (if any), the type of interventions, and the study recruitment space. Questions addressing safety, equity, and the unintended consequences of the use of ICT in IPV programming are virtually non-existent. CONCLUSIONS There is a clear need to develop women-centered ICT design when programming for IPV. Our study showed only one study that formally addressed software usability. The need for more research to address safety, equity, and the unintended consequences of the use of ICT in IPV programming is paramount. Studies addressing long term effects are also needed.
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Affiliation(s)
- Christo El Morr
- School of Health Policy and Management, York University, 4700 Keele St, Toronto, Ontario, Canada.
| | - Manpreet Layal
- Global Health Program, York University, 4700 Keele St, Toronto, Ontario, Canada
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23
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Zhu P, Shen J, Xu M. Patients' Willingness to Share Information in Online Patient Communities: Questionnaire Study. J Med Internet Res 2020; 22:e16546. [PMID: 32234698 PMCID: PMC7160706 DOI: 10.2196/16546] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 11/20/2019] [Accepted: 12/31/2019] [Indexed: 12/27/2022] Open
Abstract
Background Online patient communities provide new channels for users to access and share medical information. In-depth study of users’ willingness to share information in online patient communities is of great significance for improving the level of information sharing among the patient community and the long-term development of communities. Objective The aim of this study was to build a model of factors affecting patients’ willingness to share medical information from the perspective of both positive and negative utilities. Specifically, we aimed to determine the influence of online information support and privacy concerns, as well as the moderating effect of disease severity and information sensitivity of different patients on their willingness to share. Methods Data from 490 users with experience in online patient communities were collected through a questionnaire survey, and structural equations were applied to empirically verify the model hypotheses. Results Privacy concerns negatively affected the patients’ willingness to share information (P<.001), whereas online information support positively affected patients’ willingness to share information (P<.001), and information sensitivity negatively moderated the impact of online information support on sharing willingness (P=.01). Disease severity positively moderated the impact of privacy concerns on sharing willingness (P=.05). However, the hypotheses that information sensitivity is a negative moderator and disease severity is a positive moderator of the impact of privacy concerns on sharing willingness could not be supported. Conclusions To improve the level of user information sharing, the online patient community should design a safe user registration process, ensure the confidentiality of information, reduce the privacy concerns of users, and accurately identify the information needs of patients to provide personalized support services.
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Affiliation(s)
- Panpan Zhu
- College of Management and Economics, Tianjin University, Tianjin, China
| | - Jiang Shen
- College of Management and Economics, Tianjin University, Tianjin, China
| | - Man Xu
- Business School, Nankai University, Tianjin, China
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Petersen C. User-focused data sharing agreements: a foundation for the genomic future. JAMIA Open 2020; 2:402-406. [PMID: 32025634 PMCID: PMC6993993 DOI: 10.1093/jamiaopen/ooz043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 06/21/2019] [Accepted: 09/04/2019] [Indexed: 12/30/2022] Open
Abstract
Data sharing agreements that clearly describe what individuals are agreeing to and what responsibilities data stewards will undertake are crucial for the establishment, maintenance, and flourishing of genomic datasets. To optimize genomic data resources, researchers, care professionals, and informaticians must regard system design, user objectives, and environmental considerations through users' eyes, identifying fundamental values on which to build and potential barriers to success that must be avoided. Design of agreements that promote desired data sharing and protect valuable data resources as necessary begins with a review of user interests and concerns. Nontraditional approaches for informed consent (eg, abbreviated informed consent, electronic informed consent, and dynamic consent) can facilitate achievement of data donors' privacy-related goals while making data available to researchers. Transparency in individual-researcher interactions, recognition and accommodation of cultural differences, and identification of shared needs and goals create a foundation for data sharing agreements that work over short and long terms.
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Affiliation(s)
- Carolyn Petersen
- Division of Biomedical Statistics and Informatics, Global Business Solutions, Mayo Clinic, Rochester, Minnesota, USA
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Hah H. Health Consumers' Daily Habit of Internet Banking Use as a Proxy for Understanding Health Information Sharing Behavior: Quasi-Experimental Approach. J Med Internet Res 2020; 22:e15585. [PMID: 31913129 PMCID: PMC6996727 DOI: 10.2196/15585] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 10/04/2019] [Accepted: 10/31/2019] [Indexed: 01/30/2023] Open
Abstract
Background As the US health care system is embracing data-driven care, personal health information (PHI) has become a valuable resource for various health care stakeholders. In particularly, health consumers are expected to autonomously manage and share PHI with their health care partners. To date, there have been mixed views on the factors influencing individuals’ health data–sharing behaviors. Objective This study aimed to identify a key factor to better understand health information sharing behavior from a health consumer’s perspective. We focused on daily settings, wherein health data–sharing behavior becomes a part of individuals’ daily information management activities. Considering the similarity between health and finance information management, we explicitly examined whether health consumers’ daily habit of similar data sharing from the financial domain affects their PHI-sharing behaviors in various scenarios. Methods A Web-based survey was administered to US health consumers who have access to and experience in using the internet. We collected individual health consumers’ intention to share PHI under varying contexts, habit of financial information management (operationalized as internet banking [IB] use in this paper), and the demographic information from the cross-sectional Web-based survey. To isolate the effect of daily IB on PHI-sharing behaviors in everyday contexts, propensity score matching was used to estimate the average treatment effect (ATE) and average treatment effect on the treated (ATET) regarding IB use. We balanced the treatment and control groups using caliper matching based on the observed confounding variables (ie, gender, income, health status, and access to primary care provider), all of which resulted in a minimal level of bias between unmatched and matched samples (bias <5%). Results A total of 339 responses were obtained from a cross-sectional Web-based survey. The ATET results showed that in terms of sharing contents, those who used IB daily were more likely to share general information (P=.01), current information (P=.003), and entire data (P=.04). Regarding occasions for sharing occasions, IB users were prone to share their information in all cases (P=.02). With regard to sharing recipients, daily IB users were more willing to share their personal health data with stakeholders who were not directly involved in their care, such as health administrators (P=.05). These results were qualitatively similar to the ATE results. Conclusions This study examined whether daily management of similar information (ie, personal financial information) changes health consumers’ PHI-sharing behavior under varying sharing conditions. We demonstrated that daily financial information management can encourage health information sharing to a much broader extent, in several instances, and with many stakeholders. We call for more attention to this unobserved daily habit driven by the use of various nonhealth technologies, all of which can implicitly affect patterns and the extent of individuals’ PHI-sharing behaviors.
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Affiliation(s)
- Hyeyoung Hah
- Department of Information Systems and Business Analytics, Florida International University, Miami, FL, United States
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Peng W, Occa A, McFarlane SJ, Morgan SE. A Content Analysis of the Discussions about Clinical Trials on A Cancer-dedicated Online Forum. JOURNAL OF HEALTH COMMUNICATION 2019; 24:912-922. [PMID: 31709917 DOI: 10.1080/10810730.2019.1688895] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Enrollment rates of cancer clinical trials remain low, affecting the delivery of effective medical treatments. Recent research has documented common factors affecting trial participation, but to improve these efforts more studies are needed to further understand specific concerns and issues of potential participants in multiple contexts. Forums and other online peer-to-peer health communities are crucial to the coping and survivorship of cancer patients. Online health communities will offer valuable information to understand how patients discuss perceptions, motivations, and challenges associated with clinical trial participation, and to understand how patients provide support to each other. The present study conducted a content analysis of 270 posts shared by 154 unique users between August 2017 and January 2018 on a popular online breast cancer forum. The analysis identifies common characteristics of patient users, salient post themes, perceived barriers, emotions, and misconceptions regarding clinical trial participation. The study findings are generally consistent with previous studies but provide in-depth insights into online support between cancer patients about clinical trial participation. Implications for practice and future research are also discussed.
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Affiliation(s)
- Wei Peng
- School of Communication, University of Miami, Coral Gables, Florida, USA
| | - Aurora Occa
- Department of Communication, University of Kentucky, Lexington, Kentucky, USA
| | | | - Susan E Morgan
- School of Communication, University of Miami, Coral Gables, Florida, USA
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El Morr C, Maule C, Ashfaq I, Ritvo P, Ahmad F. Design of a Mindfulness Virtual Community: A focus-group analysis. Health Informatics J 2019; 26:1560-1576. [PMID: 31709878 DOI: 10.1177/1460458219884840] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Mental illnesses are on the rise on campuses worldwide. There is a need for a scalable and economically sound innovation to address these mental health challenges. The aim of this study was to explore university students' needs and concerns in relation to an online mental health virtual community. Eight focus groups (N = 72, 55.6% female) were conducted with university students aged 18-47 (mean = 23.38, SD = 5.82) years. Participants were asked about their views in relation to online mental health platform. Three major themes and subthemes emerged: (1) perceived concerns: potential loss of personal encounter and relationships, fear of cyber bullying, engagement challenge, and privacy and distraction; (2) perceived advantages: anonymity and privacy, convenience and flexibility, filling a gap, and togetherness; and (3) desired features: user-centered design, practical trustworthy support, and online moderation. The analysis informed design features for a mindfulness virtual community.
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Abstract
Purpose
The purpose of this paper is to develop a research framework for exploring and improving patient empowerment through the analysis of the effects produced by a satisfying physician relationship on patient involvement in the healthcare process.
Design/methodology/approach
The authors begin with a literature review of patient empowerment in healthcare, useful to highlight the importance of relational aspects. Then, the authors tested the hypotheses of the research through the analysis of 450 questionnaires. The results are analyzed through covariance-based structural equation modeling.
Findings
This paper highlights how empowerment is a more complex phenomenon, needing many dimensions to be investigated. The hypotheses were tested, and correlations computed, highlighting a medium-strong positive correlation between physician relationship and patient involvement determining satisfying patient empowerment.
Research limitations/implications
The considerations conducted in the paper are restricted to physician relationship and needs further research aimed to analyze and evaluate the changes in the patient behaviors influenced by empowerment.
Practical implications
The research points offer new insight into patient empowerment and allow the healthcare provider to create new opportunities for promoting patient empowerment through the development of quality relationship for effective patient involvement.
Originality/value
The study developed contributes new insight about patient empowerment in the healthcare management literature, proving the key role of satisfying physician relationship useful for future researches.
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Ihrig A, Renner T, Muck T, Maatz P, Borkowetz A, Keck B, Maatouk I, Wirth MP, Huber J. Online support groups offer low-threshold backing for family and friends of patients with prostate cancer. Eur J Cancer Care (Engl) 2018; 28:e12982. [PMID: 30569592 DOI: 10.1111/ecc.12982] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 11/05/2018] [Accepted: 11/14/2018] [Indexed: 02/05/2023]
Abstract
A prostate cancer diagnosis affects not only the patients but also their family and friends. We performed a secondary analysis of a survey of users of the largest German online support group (OSG) for prostate cancer. We collected socio-demographic, psychological and disease-related data over a three-month period in 2013. Among 769 participants with a complete questionnaire, 686 were patients, and 83 were family members and friends of other patients. The family and friends group comprised 33% spouses, 31% children and 36% people with other relationships to the patient ("others"). Compared to the patient group, the family and friends group showed higher scores for anxiety and depression and described a higher rate of metastatic disease in the patients with whom they had a relationship. The children of patients showed the highest psychological burden based on their scores for anxiety and depression. Only 7% of spouses and none of the children attended face-to-face support groups, compared to 70% of people in the "others" group. OSGs offer low-threshold support for family members and friends; specifically, they meet the needs of spouses and children who do not attend face-to-face support groups. To improve counselling efforts, physicians should be aware of this online resource.
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Affiliation(s)
- Andreas Ihrig
- Division of Psychooncology, Department of General Internal Medicine and Psychosomatic, University of Heidelberg, Heidelberg, Germany
| | - Theresa Renner
- Department of Urology, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Tanja Muck
- Department of Urology, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Philipp Maatz
- Department of Urology, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Angelika Borkowetz
- Department of Urology, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Bastian Keck
- Department of Urology, University Hospital Erlangen, Erlangen, Germany
| | - Imad Maatouk
- Division of Psychooncology, Department of General Internal Medicine and Psychosomatic, University of Heidelberg, Heidelberg, Germany
| | - Manfred P Wirth
- Department of Urology, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Johannes Huber
- Department of Urology, Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany
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Grunberg PH, Dennis CL, Da Costa D, Zelkowitz P. Infertility patients' need and preferences for online peer support. REPRODUCTIVE BIOMEDICINE & SOCIETY ONLINE 2018; 6:80-89. [PMID: 30547107 PMCID: PMC6282097 DOI: 10.1016/j.rbms.2018.10.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 07/10/2018] [Accepted: 10/16/2018] [Indexed: 05/09/2023]
Abstract
This study sought to determine the level of interest in online peer support among infertility patients, factors associated with such interest, and preferences for features of an online peer support network. A sample of 236 men and 283 women (n = 519) seeking fertility treatment were recruited from four clinics in Ontario and Quebec, Canada. Participants completed an anonymous online questionnaire assessing demographics, perceived stress and fertility characteristics, in addition to interest in and preferences for online infertility peer support. Most men (80.1%) and women (89.8%) expressed interest in online peer support, with perceived stress being related to interest among both men and women. Non-White ethnicity and lower income were related to greater interest among men. Patients reported a preference for mobile accessibility, monitored peer-to-peer communication, and links to information. Men and women, particularly those with high levels of perceived stress, expressed interest in online peer support and shared similar preferences for features irrespective of fertility characteristics. Demographic characteristics and perceived stress were related to a desire for more personalized support options.
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Affiliation(s)
- Paul H. Grunberg
- McGill University, Department of Psychology, Montreal, Quebec, Canada
- Jewish General Hospital, Department of Psychiatry, Montreal, Quebec, Canada
| | - Cindy-Lee Dennis
- University of Toronto, Lawrence S. Bloomberg Faculty of Nursing, Toronto, Ontario, Canada
| | - Deborah Da Costa
- McGill University, Department of Medicine, Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Phyllis Zelkowitz
- Jewish General Hospital, Department of Psychiatry, Montreal, Quebec, Canada
- McGill University, Department of Psychiatry, Montreal, Quebec, Canada
- Jewish General Hospital, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
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Robinson SC. Factors predicting attitude toward disclosing personal data online. JOURNAL OF ORGANIZATIONAL COMPUTING AND ELECTRONIC COMMERCE 2018. [DOI: 10.1080/10919392.2018.1482601] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Kumi R, Sabherwal R. Knowledge sharing behavior in online discussion communities: Examining behavior motivation from social and individual perspectives. KNOWLEDGE AND PROCESS MANAGEMENT 2018. [DOI: 10.1002/kpm.1574] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Richard Kumi
- College of BusinessUniversity of Arkansas at Little Rock Little Rock 2801 South University Avenue Arkansas USA
| | - Rajiv Sabherwal
- Sam M. Walton College of BusinessUniversity of Arkansas at Little Rock Fayetteville Arkansas USA
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Wicks P, Mack Thorley E, Simacek K, Curran C, Emmas C. Scaling PatientsLikeMe via a "Generalized Platform" for Members with Chronic Illness: Web-Based Survey Study of Benefits Arising. J Med Internet Res 2018; 20:e175. [PMID: 29735472 PMCID: PMC5962830 DOI: 10.2196/jmir.9909] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 03/22/2018] [Accepted: 04/06/2018] [Indexed: 11/13/2022] Open
Abstract
Background Launched in 2006 for patients with amyotrophic lateral sclerosis, PatientsLikeMe is an online community offering patient-reported outcomes, symptom tracking, and social features. Every member of the site can see all the data reported by every other member, view aggregated reports, identify “patients like them,” and learn about treatment options in order to live better with their condition. In previous studies, members reported benefits such as improved condition knowledge, increased medication adherence, and better management of side effects. However, the site evolved in 2011 from condition-specific “vertical” communities consisting only of people with the same disease to a “generalized platform,” in which every patient could connect with every other patient regardless of condition and with generic, rather than condition-specific, data tools. Some, but not all, communities received further custom tracking tools. Objective We aimed to understand (1) whether members of PatientsLikeMe using the generalized platform still reported similar benefits and (2) assess factors associated with benefits, such as community customization, site use, and patient activation. Methods A cross-sectional retrospective custom survey was fielded to 377,625 members between 2016 and 2017 including the Patient Activation Measure (PAM). A benefit index was developed for comparability across conditions. Results The invitation was viewed by 26,048 members of whom 11,915 did not respond, 5091 opted out, 1591 provided partial data, and 17 were screened out. Complete responses were received from 7434 participants. Users perceived greatest benefit in understanding how their condition may affect them (4530/6770, 66.91% participants, excluding “does not apply” answers), understanding what might help them live better with their condition (4247/6750, 62.92%), which treatments were available (4143/6898, 60.06%), understanding treatment side effects (4182/6902, 60.59%), and important factors in making treatment decisions (3919/6813, 57.52%). The benefit index was 29% higher for the “most activated” patients (PAM level 4 vs PAM level 1; relative risk [RR]=1.29, P<.001), 21% higher for conditions with some community customization versus none (RR=1.21, P<.001), and 11% higher in those using the site most often versus least (RR=1.11, P<.001). Conclusions Members of the generalized platform reported a range of benefits related to improved knowledge and understanding of their condition and treatment management. Condition-specific customization may improve their experience still further. Future studies will explore longitudinal changes to patient activation.
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Affiliation(s)
- Paul Wicks
- PatientsLikeMe, Cambridge, MA, United States
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Kaal SE, Husson O, van Dartel F, Hermans K, Jansen R, Manten-Horst E, Servaes P, van de Belt TH, Engelen LJ, Prins JB, Verberne S, van der Graaf WT. Online support community for adolescents and young adults (AYAs) with cancer: user statistics, evaluation, and content analysis. Patient Prefer Adherence 2018; 12:2615-2622. [PMID: 30584285 PMCID: PMC6287522 DOI: 10.2147/ppa.s171892] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Peer support is an important unmet need among adolescent and young adult (AYA) cancer patients. This study was conducted to describe the use and evaluation of a Dutch secure online support community for AYA diagnosed with cancer between 18 and 35 years. METHODS User statistics were collected with Google analytics. Community members were asked to complete questionnaires on the usefulness of the community. A content analysis using Linguistic Inquiry and Word Count was conducted. RESULTS Between 2010 and 2017, the community received 433 AYA members (71% female; mean age at diagnosis 25.7 years; 52 Dutch hospitals represented). The mean time since diagnosis when subscribing to the community was 2.7 years (SD 4.4). Questionnaire data among 30 AYA community members indicated that the use of the community resulted in acknowledgment and advice regarding problems (56%) and the feeling of being supported (63%). Almost half of the respondents felt less lonely, 78% experienced recognition in stories of other AYA. Anonymized content analysis (n=14) showed that the majority of the online discussions encompassed emotional and cognitive expressions, and emotional support. CONCLUSION The secure Dutch online AYA community can help AYA cancer patients to express feelings, exchange information, address peer support, and has been found helpful in coping with cancer. As AYA cancer patients often lack the option of meeting each other in person, the AYA community is helpful in establishing peer support. Its use would benefit from promotion by health care professionals.
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Affiliation(s)
- Suzanne Ej Kaal
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands,
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
| | - Olga Husson
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
- Division of Clinical Studies, Institute of Cancer Research and Royal Marsden NHS Foundation Trust, London, UK,
| | - Fleur van Dartel
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Karin Hermans
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands,
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
| | - Rosemarie Jansen
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands,
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
| | - Eveliene Manten-Horst
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands,
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
| | - Petra Servaes
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Tom H van de Belt
- Radboud REshape and Innovation Center, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Lucien Jlpg Engelen
- Radboud REshape and Innovation Center, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Judith B Prins
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Suzan Verberne
- Leiden Institute for Advanced Computer Science, Leiden University, Leiden, the Netherlands
| | - Winette Ta van der Graaf
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands,
- Dutch AYA "Young and Cancer" Platform, AYA Platform Radboudumc, Radboud University Medical Center, Nijmegen, the Netherlands,
- Division of Clinical Studies, Institute of Cancer Research and Royal Marsden NHS Foundation Trust, London, UK,
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van Eenbergen MC, van de Poll-Franse LV, Heine P, Mols F. The Impact of Participation in Online Cancer Communities on Patient Reported Outcomes: Systematic Review. JMIR Cancer 2017; 3:e15. [PMID: 28958985 PMCID: PMC5639205 DOI: 10.2196/cancer.7312] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 06/28/2017] [Accepted: 07/27/2017] [Indexed: 12/24/2022] Open
Abstract
Background In recent years, the question of how patients’ participating in online communities affects various patient reported outcomes (PROs) has been investigated in several ways. Objectives This study aimed to systematically review all relevant literature identified using key search terms, with regard to, first, changes in PROs for cancer patients who participate in online communities and, second, the characteristics of patients who report such effects. Methods A computerized search of the literature via PubMed (MEDLINE), PsycINFO (5 and 4 stars), Cochrane Central Register of Controlled Trials, and ScienceDirect was performed. Last search was conducted in June 2017. Studies with the following terms were included: (cancer patient) and (support group or health communities) and (online or Internet). A total of 21 studies were included and independently assessed by 2 investigators using an 11-item quality checklist. Results The methodological quality of the selected studies varied: 12 were of high quality, eight were of adequate quality, and only one was of low quality. Most of the respondents were women (about 80%), most with breast cancer; their mean age was 50 years. The patients who were active in online support groups were mostly younger and more highly educated than the nonusers. The investigated PROs included general well-being (ie, mood and health), anxiety, depression, quality of life, posttraumatic growth, and cancer-related concerns. Only marginal effects—that is, PRO improvements—were found; in most cases they were insignificant, and in some cases they were contradictory. Conclusions The main shortcoming of this kind of study is the lack of methodological instruments for reliable measurements. Furthermore, some patients who participate in online communities or interact with peers via Internet do not expect to measure changes in their PROs. If cancer survivors want to meet other survivors and share information or get support, online communities can be a trustworthy and reliable platform to facilitate opportunities or possibilities to make this happen.
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Affiliation(s)
- Mies C van Eenbergen
- Department of Research, Netherlands Comprehensive Cancer Organisation, Utrecht, Netherlands
| | - Lonneke V van de Poll-Franse
- Department of Research, Netherlands Comprehensive Cancer Organisation, Utrecht, Netherlands.,Division of Psychosocial Research & Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Floortje Mols
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, Netherlands
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“Scientific evidence is very important for me”: The impact of behavioral intention and the wording of user inquiries on replies and recommendations in a health-related online forum. COMPUTERS IN HUMAN BEHAVIOR 2017. [DOI: 10.1016/j.chb.2017.03.064] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Matsuda S, Aoki K, Tomizawa S, Sone M, Tanaka R, Kuriki H, Takahashi Y. Analysis of Patient Narratives in Disease Blogs on the Internet: An Exploratory Study of Social Pharmacovigilance. JMIR Public Health Surveill 2017; 3:e10. [PMID: 28235749 PMCID: PMC5346166 DOI: 10.2196/publichealth.6872] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Revised: 01/30/2017] [Accepted: 01/31/2017] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Although several reports have suggested that patient-generated data from Internet sources could be used to improve drug safety and pharmacovigilance, few studies have identified such data sources in Japan. We introduce a unique Japanese data source: tōbyōki, which translates literally as "an account of a struggle with disease." OBJECTIVE The objective of this study was to evaluate the basic characteristics of the TOBYO database, a collection of tōbyōki blogs on the Internet, and discuss potential applications for pharmacovigilance. METHODS We analyzed the overall gender and age distribution of the patient-generated TOBYO database and compared this with other external databases generated by health care professionals. For detailed analysis, we prepared separate datasets for blogs written by patients with depression and blogs written by patients with rheumatoid arthritis (RA), because these conditions were expected to entail subjective patient symptoms such as discomfort, insomnia, and pain. Frequently appearing medical terms were counted, and their variations were compared with those in an external adverse drug reaction (ADR) reporting database. Frequently appearing words regarding patients with depression and patients with RA were visualized using word clouds and word cooccurrence networks. RESULTS As of June 4, 2016, the TOBYO database comprised 54,010 blogs representing 1405 disorders. Overall, more entries were written by female bloggers (68.8%) than by male bloggers (30.8%). The most frequently observed disorders were breast cancer (4983 blogs), depression (3556), infertility (2430), RA (1118), and panic disorder (1090). Comparison of medical terms observed in tōbyōki blogs with those in an external ADR reporting database showed that subjective and symptomatic events and general terms tended to be frequently observed in tōbyōki blogs (eg, anxiety, headache, and pain), whereas events using more technical medical terms (eg, syndrome and abnormal laboratory test result) tended to be observed frequently in the ADR database. We also confirmed the feasibility of using visualization techniques to obtain insights from unstructured text-based tōbyōki blog data. Word clouds described the characteristics of each disorder, such as "sleeping" and "anxiety" in depression and "pain" and "painful" in RA. CONCLUSIONS Pharmacovigilance should maintain a strong focus on patients' actual experiences, concerns, and outcomes, and this approach can be expected to uncover hidden adverse event signals earlier and to help us understand adverse events in a patient-centered way. Patient-generated tōbyōki blogs in the TOBYO database showed unique characteristics that were different from the data in existing sources generated by health care professionals. Analysis of tōbyōki blogs would add value to the assessment of disorders with a high prevalence in women, psychiatric disorders in which subjective symptoms have important clinical meaning, refractory disorders, and other chronic disorders.
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Affiliation(s)
- Shinichi Matsuda
- Chugai Pharmaceutical Co Ltd, Drug Safety Data Management Department, Tokyo, Japan
| | - Kotonari Aoki
- Chugai Pharmaceutical Co Ltd, Drug Safety Data Management Department, Tokyo, Japan
| | - Shiho Tomizawa
- Chugai Pharmaceutical Co Ltd, Drug Safety Data Management Department, Tokyo, Japan
| | - Masayoshi Sone
- Chugai Pharmaceutical Co Ltd, Pharmacovigilance Department, Tokyo, Japan
| | - Riwa Tanaka
- Chugai Pharmaceutical Co Ltd, Medical Information Department, Tokyo, Japan
| | - Hiroshi Kuriki
- Chugai Pharmaceutical Co Ltd, Clinical Science & Strategy Department, Tokyo, Japan
| | - Yoichiro Takahashi
- Chugai Pharmaceutical Co Ltd, Drug Safety Data Management Department, Tokyo, Japan
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Chen X, Fann YC, McAuliffe M, Vismer D, Yang R. Checking Questionable Entry of Personally Identifiable Information Encrypted by One-Way Hash Transformation. JMIR Med Inform 2017; 5:e2. [PMID: 28213343 PMCID: PMC5336604 DOI: 10.2196/medinform.5054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 07/04/2016] [Accepted: 07/04/2016] [Indexed: 11/26/2022] Open
Abstract
Background As one of the several effective solutions for personal privacy protection, a global unique identifier (GUID) is linked with hash codes that are generated from combinations of personally identifiable information (PII) by a one-way hash algorithm. On the GUID server, no PII is permitted to be stored, and only GUID and hash codes are allowed. The quality of PII entry is critical to the GUID system. Objective The goal of our study was to explore a method of checking questionable entry of PII in this context without using or sending any portion of PII while registering a subject. Methods According to the principle of GUID system, all possible combination patterns of PII fields were analyzed and used to generate hash codes, which were stored on the GUID server. Based on the matching rules of the GUID system, an error-checking algorithm was developed using set theory to check PII entry errors. We selected 200,000 simulated individuals with randomly-planted errors to evaluate the proposed algorithm. These errors were placed in the required PII fields or optional PII fields. The performance of the proposed algorithm was also tested in the registering system of study subjects. Results There are 127,700 error-planted subjects, of which 114,464 (89.64%) can still be identified as the previous one and remaining 13,236 (10.36%, 13,236/127,700) are discriminated as new subjects. As expected, 100% of nonidentified subjects had errors within the required PII fields. The possibility that a subject is identified is related to the count and the type of incorrect PII field. For all identified subjects, their errors can be found by the proposed algorithm. The scope of questionable PII fields is also associated with the count and the type of the incorrect PII field. The best situation is to precisely find the exact incorrect PII fields, and the worst situation is to shrink the questionable scope only to a set of 13 PII fields. In the application, the proposed algorithm can give a hint of questionable PII entry and perform as an effective tool. Conclusions The GUID system has high error tolerance and may correctly identify and associate a subject even with few PII field errors. Correct data entry, especially required PII fields, is critical to avoiding false splits. In the context of one-way hash transformation, the questionable input of PII may be identified by applying set theory operators based on the hash codes. The count and the type of incorrect PII fields play an important role in identifying a subject and locating questionable PII fields.
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Affiliation(s)
- Xianlai Chen
- Institute of Information Security and Big Data, Central South University, Changsha, China
| | - Yang C Fann
- Intramural IT and Bioinformatics Program, Division of Intramural, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, United States
| | - Matthew McAuliffe
- Division of Computational Science, Center for Information Technology, National Institutes of Health, Bethesda, MD, United States
| | - David Vismer
- Sapient Government Services, Arlington, VA, United States
| | - Rong Yang
- 7th Ward, Xiangya Hospital, Central South University, Changsha, China
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Examination of an Electronic Patient Record Display Method to Protect Patient Information Privacy. Comput Inform Nurs 2016; 35:100-108. [PMID: 27787295 DOI: 10.1097/cin.0000000000000302] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Electronic patient records facilitate the provision of safe, high-quality medical care. However, because personnel can view almost all stored information, this study designed a display method using a mosaic blur (pixelation) to temporarily conceal information patients do not want shared. This study developed an electronic patient records display method for patient information that balanced the patient's desire for personal information protection against the need for information sharing among medical personnel. First, medical personnel were interviewed about the degree of information required for both individual duties and team-based care. Subsequently, they tested a mock display method that partially concealed information using a mosaic blur, and they were interviewed about the effectiveness of the display method that ensures patient privacy. Participants better understood patients' demand for confidentiality, suggesting increased awareness of patients' privacy protection. However, participants also indicated that temporary concealment of certain information was problematic. Other issues included the inconvenience of removing the mosaic blur to obtain required information and risk of insufficient information for medical care. Despite several issues with using a display method that temporarily conceals information according to patient privacy needs, medical personnel could accept this display method if information essential to medical safety remains accessible.
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Sundstrom B, Meier SJ, Anderson M, Booth KE, Cooper L, Flock E, Payne JB, Hirway P. Voices of the "99 Percent": The Role of Online Narrative to Improve Health Care. Perm J 2016; 20:15-224. [PMID: 27455070 DOI: 10.7812/tpp/15-224] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
CONTEXT Communal blogs facilitate online narratives by providing opportunities for individuals to co-construct meaning and to engage in discussion about lived health experiences. OBJECTIVE To examine the role of health as a connective narrative among individuals organizing collectively in an online community. The "We are the 99 percent" Tumblr blog emerged as a spontaneous community platform of the Occupy Wall Street movement in the US. DESIGN Researchers conducted a qualitative content analysis of a total of 2003 blog posts. MAIN OUTCOME MEASURES Data analysis included a process of data reduction, display, and conclusion drawing and verification. RESULTS Bloggers discussed medical crises and the role of injury and illness in maintaining financial solvency. The difficulty of obtaining health care and the lack of accessible quality care emerged as themes. In particular, unemployment and underemployment limited access to health insurance coverage. The bloggers expressed dissatisfaction with the health care system and the impact of financial status on health. These challenges were exacerbated for marginalized populations, such as women and veterans. CONCLUSION Findings offer implications for the value of online narrative to improve health care initiatives and to provide insight to integrated health care systems, including health care practitioners, nonprofit organizations, hospitals, and policy makers. Results suggest opportunities to address the health care gaps of marginalized populations and to develop public health policy.
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Affiliation(s)
- Beth Sundstrom
- Assistant Professor in the Communication Department at the College of Charleston in South Carolina.
| | - Stephanie J Meier
- Student in the Communication Department at the College of Charleston in South Carolina.
| | - Michael Anderson
- Student of Science, Technology, and Society at Stanford University in CA.
| | - Kathleen E Booth
- Student in the Public Health Department at the College of Charleston in South Carolina.
| | - Lacey Cooper
- Student in the Public Health Department at the College of Charleston in South Carolina.
| | - Ellie Flock
- Student in the Public Health Department at the College of Charleston in South Carolina.
| | - Jackelyn B Payne
- Student in the Public Health Department at Emory University in Atlanta, GA.
| | - Priya Hirway
- Biostatistician at the Hasbro Children's Hospital at Brown University in Providence, RI.
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Pezaro S, Clyne W, Gerada C. Confidentiality, anonymity and amnesty for midwives in distress seeking online support - Ethical? Nurs Ethics 2016; 25:481-504. [PMID: 27377890 DOI: 10.1177/0969733016654315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Midwife health is intrinsically linked to the quality of safe patient care. To ensure safe patient care, there is a need to deliver emotional support to midwives. One option that midwives may turn to may be a confidential online intervention, instead of localised, face-to-face support. RESEARCH DESIGN Following the Realist And MEta-narrative Evidence Syntheses: Evolving Standards publication standards, this realist synthesis approach explores the ethical considerations in permitting confidentiality, anonymity and amnesty in online interventions to support midwives in work-related psychological distress. An iterative search methodology was used to select nine papers for review. To assimilate information, papers were examined for ideas relating to ethical dimensions of online interventions to support midwives in work-related psychological distress. This review takes a narrative approach. FINDINGS Online interventions can support the development of insight, help seeking and open discussion. Additionally, Internet support groups can become morally persuasive in nature. Anonymity and confidentiality are both effective and therapeutic features of online interventions when used in collaboration with effective online moderation. Yet, ethical dilemmas remain where users cannot be identified. DISCUSSION Confidentiality and anonymity remain key components of successful online interventions. However, sanctioning the corollary component of amnesty may provoke moral discomfort for those seeking immediate accountability. For others, amnesty is seen as essential for open disclosure and help seeking. Ultimately, the needs of midwives must be balanced with the requirement to protect the public and the professional reputation of midwifery. CONCLUSION In supporting midwives online, the principles of anonymity, confidentiality and amnesty may evoke some resistance on ethical grounds. However, without offering identity protection, it may not be possible to create effective online support services for midwives. The authors of this article argue that the principles of confidentiality, anonymity and amnesty should be upheld in the pursuit of the greatest benefit for the greatest number of people.
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Chou WYS, Moskowitz M. Social media use in adolescent and young adult (AYA) cancer survivors. Curr Opin Psychol 2016. [DOI: 10.1016/j.copsyc.2016.01.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Revenäs Å, Opava CH, Ahlén H, Brusewitz M, Pettersson S, Åsenlöf P. Mobile internet service for self-management of physical activity in people with rheumatoid arthritis: evaluation of a test version. RMD Open 2016; 2:e000214. [PMID: 27099777 PMCID: PMC4823585 DOI: 10.1136/rmdopen-2015-000214] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2015] [Revised: 02/16/2016] [Accepted: 03/18/2016] [Indexed: 12/02/2022] Open
Abstract
Objectives Life-long adherence to health-enhancing physical activity (PA) is a major challenge for people with rheumatoid arthritis (RA). Our aim was to evaluate the utilisation of and experiences with a RA-specific, mobile internet PA support service, ‘tRAppen’, developed through a co-design process. Methods 28 participants with RA formed 3 web communities and tested tRAppen for 6 weeks. A mixed-method design was used to combine different types of data. Log data and questionnaire data were analysed quantitatively, while data from telephone interviews were analysed with a directed content analysis. Results 25 of the 28 participants used tRAppen. Log data indicated that a majority of them registered their PA, sent likes and posted comments to peers, set personal goals and made exercise plans. tRAppen was rated as easy and fun to use, and fairly informative and supportive for PA, and was highly recommended for people with RA. The interview analysis resulted in the following 6 categories describing the utilisation of and experiences with tRAppen: (1) experiences in general, (2) feasibility of features, (3) value as support for PA, (4) enjoyment, (5) ideas for improvements and (6) additional factors. Conclusions tRAppen is the first co-designed mobile internet service developed specifically for the self-management of PA in people with RA. The results are promising and indicate that tRAppen may be useful for supporting a physically active lifestyle in a subpopulation at certain risk of poor health. It will now be revised, launched and continuously updated in an iterative process involving its future users.
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Affiliation(s)
- Åsa Revenäs
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society , Karolinska Institutet , Huddinge , Sweden
| | - Christina H Opava
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden; Department of Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | | | | | - Susanne Pettersson
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden; Department of Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | - Pernilla Åsenlöf
- Department of Neuroscience, Physiotherapy , Uppsala University , Uppsala , Sweden
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Hartzler AL, Taylor MN, Park A, Griffiths T, Backonja U, McDonald DW, Wahbeh S, Brown C, Pratt W. Leveraging cues from person-generated health data for peer matching in online communities. J Am Med Inform Assoc 2016; 23:496-507. [PMID: 26911825 DOI: 10.1093/jamia/ocv175] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Accepted: 10/26/2015] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Online health communities offer a diverse peer support base, yet users can struggle to identify suitable peer mentors as these communities grow. To facilitate mentoring connections, we designed a peer-matching system that automatically profiles and recommends peer mentors to mentees based on person-generated health data (PGHD). This study examined the profile characteristics that mentees value when choosing a peer mentor. MATERIALS AND METHODS Through a mixed-methods user study, in which cancer patients and caregivers evaluated peer mentor recommendations, we examined the relative importance of four possible profile elements: health interests, language style, demographics, and sample posts. Playing the role of mentees, the study participants ranked mentors, then rated both the likelihood that they would hypothetically contact each mentor and the helpfulness of each profile element in helping the make that decision. We analyzed the participants' ratings with linear regression and qualitatively analyzed participants' feedback for emerging themes about choosing mentors and improving profile design. RESULTS Of the four profile elements, only sample posts were a significant predictor for the likelihood of a mentee contacting a mentor. Communication cues embedded in posts were critical for helping the participants choose a compatible mentor. Qualitative themes offer insight into the interpersonal characteristics that mentees sought in peer mentors, including being knowledgeable, sociable, and articulate. Additionally, the participants emphasized the need for streamlined profiles that minimize the time required to choose a mentor. CONCLUSION Peer-matching systems in online health communities offer a promising approach for leveraging PGHD to connect patients. Our findings point to interpersonal communication cues embedded in PGHD that could prove critical for building mentoring relationships among the growing membership of online health communities.
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Affiliation(s)
| | - Megan N Taylor
- Human Centered Design and Engineering, University of Washington, Seattle, USA
| | - Albert Park
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, USA
| | - Troy Griffiths
- The Information School, University of Washington, Seattle, USA
| | - Uba Backonja
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, USA
| | - David W McDonald
- Human Centered Design and Engineering, University of Washington, Seattle, USA
| | - Sam Wahbeh
- The Information School, University of Washington, Seattle, USA
| | - Cory Brown
- The Information School, University of Washington, Seattle, USA
| | - Wanda Pratt
- The Information School, University of Washington, Seattle, USA
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Myneni S, Cobb N, Cohen T. In Pursuit of Theoretical Ground in Behavior Change Support Systems: Analysis of Peer-to-Peer Communication in a Health-Related Online Community. J Med Internet Res 2016; 18:e28. [PMID: 26839162 PMCID: PMC4756252 DOI: 10.2196/jmir.4671] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 10/24/2015] [Accepted: 11/09/2015] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Research studies involving health-related online communities have focused on examining network structure to understand mechanisms underlying behavior change. Content analysis of the messages exchanged in these communities has been limited to the "social support" perspective. However, existing behavior change theories suggest that message content plays a prominent role reflecting several sociocognitive factors that affect an individual's efforts to make a lifestyle change. An understanding of these factors is imperative to identify and harness the mechanisms of behavior change in the Health 2.0 era. OBJECTIVE The objective of this work is two-fold: (1) to harness digital communication data to capture essential meaning of communication and factors affecting a desired behavior change, and (2) to understand the applicability of existing behavior change theories to characterize peer-to-peer communication in online platforms. METHODS In this paper, we describe grounded theory-based qualitative analysis of digital communication in QuitNet, an online community promoting smoking cessation. A database of 16,492 de-identified public messages from 1456 users from March 1-April 30, 2007, was used in our study. We analyzed 795 messages using grounded theory techniques to ensure thematic saturation. This analysis enabled identification of key concepts contained in the messages exchanged by QuitNet members, allowing us to understand the sociobehavioral intricacies underlying an individual's efforts to cease smoking in a group setting. We further ascertained the relevance of the identified themes to theoretical constructs in existing behavior change theories (eg, Health Belief Model) and theoretically linked techniques of behavior change taxonomy. RESULTS We identified 43 different concepts, which were then grouped under 12 themes based on analysis of 795 messages. Examples of concepts include "sleepiness," "pledge," "patch," "spouse," and "slip." Examples of themes include "traditions," "social support," "obstacles," "relapse," and "cravings." Results indicate that themes consisting of member-generated strategies such as "virtual bonfires" and "pledges" were related to the highest number of theoretical constructs from the existing behavior change theories. In addition, results indicate that the member-generated communication content supports sociocognitive constructs from more than one behavior change model, unlike the majority of the existing theory-driven interventions. CONCLUSIONS With the onset of mobile phones and ubiquitous Internet connectivity, online social network data reflect the intricacies of human health behavior as experienced by health consumers in real time. This study offers methodological insights for qualitative investigations that examine the various kinds of behavioral constructs prevalent in the messages exchanged among users of online communities. Theoretically, this study establishes the manifestation of existing behavior change theories in QuitNet-like online health communities. Pragmatically, it sets the stage for real-time, data-driven sociobehavioral interventions promoting healthy lifestyle modifications by allowing us to understand the emergent user needs to sustain a desired behavior change.
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Affiliation(s)
- Sahiti Myneni
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States.
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46
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Li J. A Privacy Preservation Model for Health-Related Social Networking Sites. J Med Internet Res 2015; 17:e168. [PMID: 26155953 PMCID: PMC4526982 DOI: 10.2196/jmir.3973] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2014] [Revised: 05/03/2015] [Accepted: 05/24/2015] [Indexed: 12/04/2022] Open
Abstract
The increasing use of social networking sites (SNS) in health care has resulted in a growing number of individuals posting personal health information online. These sites may disclose users' health information to many different individuals and organizations and mine it for a variety of commercial and research purposes, yet the revelation of personal health information to unauthorized individuals or entities brings a concomitant concern of greater risk for loss of privacy among users. Many users join multiple social networks for different purposes and enter personal and other specific information covering social, professional, and health domains into other websites. Integration of multiple online and real social networks makes the users vulnerable to unintentional and intentional security threats and misuse. This paper analyzes the privacy and security characteristics of leading health-related SNS. It presents a threat model and identifies the most important threats to users and SNS providers. Building on threat analysis and modeling, this paper presents a privacy preservation model that incorporates individual self-protection and privacy-by-design approaches and uses the model to develop principles and countermeasures to protect user privacy. This study paves the way for analysis and design of privacy-preserving mechanisms on health-related SNS.
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Affiliation(s)
- Jingquan Li
- Health Informatics Research, College of Business, Texas A&M University-San Antonio, San Antonio, TX, United States.
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Kimmerle J, Bientzle M, Cress U. Personal experiences and emotionality in health-related knowledge exchange in Internet forums: a randomized controlled field experiment comparing responses to facts vs personal experiences. J Med Internet Res 2014; 16:e277. [PMID: 25486677 PMCID: PMC4275470 DOI: 10.2196/jmir.3766] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Revised: 09/27/2014] [Accepted: 11/06/2014] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND On the Internet, people share personal experiences as well as facts and objective information. This also holds true for the exchange of health-related information in a variety of Internet forums. In online discussions about health topics, both fact-oriented and strongly personal contributions occur on a regular basis. OBJECTIVE In this field experiment, we examined in what way the particular type of contribution (ie, factual information vs personal experiences) has an impact on the subsequent communication in health-related Internet forums. METHODS For this purpose, we posted parallelized queries to 28 comparable Internet forums; queries were identical with regard to the information contained but included either fact-oriented descriptions or personal experiences related to measles vaccination. In the factual information condition, we posted queries to the forums that contained the neutral summary of a scientific article. In the personal experiences condition, we posted queries to the forums that contained the same information as in the first condition, but were framed as personal experiences RESULTS We found no evidence that personal experiences evoked more responses (mean 3.79, SD 3.91) from other members of the Internet forums than fact-oriented contributions (mean 2.14, SD 2.93, t26=0.126, P=.219). But personal experiences elicited emotional replies (mean 3.17, SD 1.29) from other users to a greater extent than fact-oriented contributions (mean 2.13, SD 1.29, t81=3.659, P<.001). CONCLUSIONS We suggest that personal experiences elicited more emotional replies due to the process of emotional anchoring of people's own style of communication. We recommend future studies should aim at testing the hypotheses with more general and with less emotionally charged topics, constructing different fact-oriented posts, and examining additional potential factors of influence such as personality factors or particular communication situations.
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Affiliation(s)
- Joachim Kimmerle
- Knowledge Media Research Center (KMRC), Knowledge Construction Lab, Tübingen, Germany.
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