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Huijgens F, Kwakman P, Hillen M, van Weert J, Jaspers M, Smets E, Linn A. How Patients With Cancer Use the Internet to Search for Health Information: Scenario-Based Think-Aloud Study. JMIR INFODEMIOLOGY 2025; 5:e59625. [PMID: 39819829 PMCID: PMC11783026 DOI: 10.2196/59625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 07/30/2024] [Accepted: 11/21/2024] [Indexed: 01/19/2025]
Abstract
BACKGROUND Patients with cancer increasingly use the internet to seek health information. However, thus far, research treats web-based health information seeking (WHIS) behavior in a rather dichotomous manner (ie, approaching or avoiding) and fails to capture the dynamic nature and evolving motivations that patients experience when engaging in WHIS throughout their disease trajectory. Insights can be used to support effective patient-provider communication about WHIS and can lead to better designed web-based health platforms. OBJECTIVE This study explored patterns of motivations and emotions behind the web-based information seeking of patients with cancer at various stages of their disease trajectory, as well as the cognitive and emotional responses evoked by WHIS via a scenario-based, think-aloud approach. METHODS In total, 15 analog patients were recruited, representing patients with cancer, survivors, and informal caregivers. Imagining themselves in 3 scenarios-prediagnosis phase (5/15, 33%), treatment phase (5/15, 33%), and survivor phase (5/15, 33%)-patients were asked to search for web-based health information while being prompted to verbalize their thoughts. In total, 2 researchers independently coded the sessions, categorizing the codes into broader themes to comprehend analog patients' experiences during WHIS. RESULTS Overarching motives for WHIS included reducing uncertainty, seeking reassurance, and gaining empowerment. At the beginning of the disease trajectory, patients mainly showed cognitive needs, whereas this shifted more toward affective needs in the subsequent disease stages. Analog patients' WHIS approaches varied from exploratory to focused or a combination of both. They adapted their search strategy when faced with challenging cognitive or emotional content. WHIS triggered diverse emotions, fluctuating throughout the search. Complex, confrontational, and unexpected information mainly induced negative emotions. CONCLUSIONS This study provides valuable insights into the motivations of patients with cancer underlying WHIS and the emotions experienced at various stages of the disease trajectory. Understanding patients' search patterns is pivotal in optimizing web-based health platforms to cater to specific needs. In addition, these findings can guide clinicians in accommodating patients' specific needs and directing patients toward reliable sources of web-based health information.
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Affiliation(s)
- Fiorella Huijgens
- Department of Medical Psychology, Amsterdam University Medical Centers, location Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
- Quality of Care, Amsterdam Public Health, Amsterdam, Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Pascale Kwakman
- Department of Medical Psychology, Amsterdam University Medical Centers, location Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
- Quality of Care, Amsterdam Public Health, Amsterdam, Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Marij Hillen
- Department of Medical Psychology, Amsterdam University Medical Centers, location Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
- Quality of Care, Amsterdam Public Health, Amsterdam, Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Julia van Weert
- Amsterdam School of Communication Research/ASCoR, Department of Communication Science, University of Amsterdam, Amsterdam, Netherlands
- Digital Health, Amsterdam Public Health, Amsterdam, Netherlands
| | - Monique Jaspers
- Digital Health, Amsterdam Public Health, Amsterdam, Netherlands
- Department of Medical Informatics, Amsterdam University Medical Centers, location Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Ellen Smets
- Department of Medical Psychology, Amsterdam University Medical Centers, location Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
- Quality of Care, Amsterdam Public Health, Amsterdam, Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Annemiek Linn
- Amsterdam School of Communication Research/ASCoR, Department of Communication Science, University of Amsterdam, Amsterdam, Netherlands
- Health Behaviors and Chronic Diseases, Amsterdam Public Health, Amsterdam, Netherlands
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Parker PD, McSweeney JC, Johnson DD, Henry-Tillman R. "The Materials Didn't Really Seem to Apply to Me": A Focus-Group Study on Young Women's Needs and Perspectives on Breast Cancer Educational Material. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2024; 39:398-404. [PMID: 38503988 DOI: 10.1007/s13187-024-02423-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/14/2024] [Indexed: 03/21/2024]
Abstract
Young women breast cancer survivors face unique challenges in navigating diagnosis and treatment information while also navigating their own life demands (i.e., fertility, childcare, careers). Special consideration to printed and online cancer educational materials distributed to young women should be evaluated for their suitability, but few studies have investigated the educational preferences and needs of young women cancer survivors. We sought to explore young women breast cancer survivors' needs and preferences regarding cancer educational material from diagnosis to survivorship. We used a qualitative design with convenience sampling of young women breast cancer survivors who completed active treatment at a medical center within the last 5 years to participate in semi-structured online focus groups from November 2020 to May 2021. Thirty-three young women (75.8% White, 12.1% Black, 12.1% other) participated in one of seven online focus groups, each lasting approximately 2 h. Four dominant themes emerged from the data: (1) initial interaction with online materials; (2) reasons for seeking printed and online materials; (3) disconnection of visuals; and (4) recommendations. Our findings revealed that young women were initially hesitant to seek online information, but later sought printed and online information after specific endorsement of materials. Current breast cancer materials lack content specific to young women's needs (i.e., reconstruction options), and graphics have little age and racial diversity. Oncology nurses may consider novel methods of education delivery, such as short videos to be shared easily on social media for specific content like scarring results and reconstruction options.
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Affiliation(s)
- Pearman D Parker
- College of Nursing, University of Arkansas for Medical Sciences, 4301 W. Markham Street, Slot #529, Little Rock, AR, 72205, USA.
| | - Jean C McSweeney
- College of Nursing, University of Arkansas for Medical Sciences, 4301 W. Markham Street, Slot #529, Little Rock, AR, 72205, USA
| | | | - Ronda Henry-Tillman
- College of Medicine, Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, 72205, USA
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Travis E, Ashley L, O'Connor DB. Effects of a modified invitation letter to follow-up colonoscopy for bowel cancer detection. Br J Health Psychol 2024; 29:379-394. [PMID: 37953726 DOI: 10.1111/bjhp.12704] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 10/10/2023] [Accepted: 10/25/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVE To investigate whether modifications made to the current National Health Service (NHS) invitation letter for follow-up colonoscopy examination affect participant state anxiety and behavioural intentions to attend. METHODS Five hundred and thirty-eight adults of bowel cancer-eligible screening age (56-74) were randomized to receive the current NHS invitation letter or the modified version of the letter as a hypothetical scenario. Modifications to the letter included fewer uses of the term cancer and awareness of alternative screening options. The history of the colonoscopy invitation, anticipated state anxiety, behavioural intention to attend the nurse appointment, and colonoscopy concerns upon reading the letter were measured. RESULTS Behavioural intentions were high in both conditions; however, participants reading the current letter reported significantly higher behavioural intentions compared to the modified letter. There was no main effect of previous invite status or interaction between previous invite status and letter condition on behavioural intentions. However, the effect of the letter on levels of anxiety depended on the participant's invitation history. Those never invited for a colonoscopy were more anxious when reading the modified letter compared to the current letter. Conversely, previous colonoscopy invitees were less anxious following reading the modified letter than those reading the current letter. Those never invited for a colonoscopy were more concerned about embarrassment and test invasiveness. All findings remained the same when controlling for age and education. CONCLUSION Modifications to the invitation letter were not beneficial to levels of screening intention or anxiety.
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Affiliation(s)
| | - Laura Ashley
- School of Humanities & Social Sciences, Leeds Beckett University, Leeds, UK
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Moens M, Van Doorslaer L, Billot M, Eeckman E, Roulaud M, Rigoard P, Fobelets M, Goudman L. Examining the Type, Quality, and Content of Web-Based Information for People With Chronic Pain Interested in Spinal Cord Stimulation: Social Listening Study. J Med Internet Res 2024; 26:e48599. [PMID: 38289645 PMCID: PMC10865187 DOI: 10.2196/48599] [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: 04/29/2023] [Revised: 11/03/2023] [Accepted: 11/28/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND The increased availability of web-based medical information has encouraged patients with chronic pain to seek health care information from multiple sources, such as consultation with health care providers combined with web-based information. The type and quality of information that is available on the web is very heterogeneous, in terms of content, reliability, and trustworthiness. To date, no studies have evaluated what information is available about neuromodulation on the web for patients with chronic pain. OBJECTIVE This study aims to explore the type, quality, and content of web-based information regarding spinal cord stimulation (SCS) for chronic pain that is freely available and targeted at health care consumers. METHODS The social listening tool Awario was used to search Facebook (Meta Platforms, Inc), Twitter (Twitter, Inc), YouTube (Google LLC), Instagram (Meta Platforms, Inc), blogs, and the web for suitable hits with "pain" and "neuromodulation" as keywords. Quality appraisal of the extracted information was performed using the DISCERN instrument. A thematic analysis through inductive coding was conducted. RESULTS The initial search identified 2174 entries, of which 630 (28.98%) entries were eventually withheld, which could be categorized as web pages, including news and blogs (114/630, 18.1%); Reddit (Reddit, Inc) posts (32/630, 5.1%); Vimeo (Vimeo, Inc) hits (38/630, 6%); or YouTube (Google LLC) hits (446/630, 70.8%). Most posts originated in the United States (519/630, 82.4%). Regarding the content of information, 66.2% (383/579) of the entries discussed (fully discussed or partially discussed) how SCS works. In total, 55.6% (322/579) of the entries did not elaborate on the fact that there may be >1 potential treatment choice and 47.7% (276/579) did not discuss the influence of SCS on the overall quality of life. The inductive coding revealed 4 main themes. The first theme of pain and the burden of pain (1274/8886, 14.34% coding references) explained about pain, pain management, individual impact of pain, and patient experiences. The second theme included neuromodulation as a treatment approach (3258/8886, 36.66% coding references), incorporating the background on neuromodulation, patient-centered care, SCS therapy, and risks. Third, several device-related aspects (1722/8886, 19.38% coding references) were presented. As a final theme, patient benefits and testimonials of treatment with SCS (2632/8886, 29.62% coding references) were revealed with subthemes regarding patient benefits, eligibility, and testimonials and expectations. CONCLUSIONS Health care consumers have access to web-based information about SCS, where details about the surgical procedures, the type of material, working mechanisms, risks, patient expectations, testimonials, and the potential benefits of this therapy are discussed. The reliability, trustworthiness, and correctness of web-based sources should be carefully considered before automatically relying on the content.
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Affiliation(s)
- Maarten Moens
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Brussels, Belgium
- STIMULUS (reSearch and TeachIng neuroModULation Uz bruSsel) Research Group, Vrije Universiteit Brussel, Brussels, Belgium
- Center for Neurosciences, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Radiology, Universitair Ziekenhuis Brussel, Brussels, Belgium
- Pain in Motion Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Leen Van Doorslaer
- STIMULUS (reSearch and TeachIng neuroModULation Uz bruSsel) Research Group, Vrije Universiteit Brussel, Brussels, Belgium
| | - Maxime Billot
- PRISMATICS (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery) Lab, Poitiers University Hospital, Poitiers, France
| | - Edgard Eeckman
- ECHO Research Group, Vrije Universiteit Brussel, Brussels, Belgium
| | - Manuel Roulaud
- PRISMATICS (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery) Lab, Poitiers University Hospital, Poitiers, France
| | - Philippe Rigoard
- PRISMATICS (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery) Lab, Poitiers University Hospital, Poitiers, France
- Department of Spine Surgery & Neuromodulation, Poitiers University Hospital, Poitiers, France
- Pprime Institute UPR 3346, CNRS, ISAE-ENSMA, University of Poitiers, Chasseneuil-du-Poitou, France
| | - Maaike Fobelets
- Biostatistics and Medical Informatics Research Group, Vrije Universiteit Brussel, Brussels, Belgium
- Brussels Institute for Teacher Education, Vrije Universiteit Brussel, Brussels, Belgium
| | - Lisa Goudman
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Brussels, Belgium
- STIMULUS (reSearch and TeachIng neuroModULation Uz bruSsel) Research Group, Vrije Universiteit Brussel, Brussels, Belgium
- Center for Neurosciences, Vrije Universiteit Brussel, Brussels, Belgium
- Pain in Motion Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, Brussels, Belgium
- Research Foundation-Flanders (FWO), Brussels, Belgium
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Zhao YC, Zhao M, Song S. Online Health Information Seeking Behaviors Among Older Adults: Systematic Scoping Review. J Med Internet Res 2022; 24:e34790. [PMID: 35171099 PMCID: PMC8892316 DOI: 10.2196/34790] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/18/2021] [Accepted: 01/12/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND With the world's population aging, more health-conscious older adults are seeking health information to make better-informed health decisions. The rapid growth of the internet has empowered older adults to access web-based health information sources. However, research explicitly exploring older adults' online health information seeking (OHIS) behavior is still underway. OBJECTIVE This systematic scoping review aims to understand older adults' OHIS and answer four research questions: (1) What types of health information do older adults seek and where do they seek health information on the internet? (2) What are the factors that influence older adults' OHIS? (3) What are the barriers to older adults' OHIS? (4) How can we intervene and support older adults' OHIS? METHODS A comprehensive literature search was performed in November 2020, involving the following academic databases: Web of Science; Cochrane Library database; PubMed; MEDLINE; CINAHL Plus; APA PsycINFO; Library and Information Science Source; Library, Information Science and Technology Abstracts; Psychology and Behavioral Sciences Collection; Communication & Mass Media Complete; ABI/INFORM; and ACM Digital Library. The initial search identified 8047 publications through database search strategies. After the removal of duplicates, a data set consisting of 5949 publications was obtained for screening. Among these, 75 articles met the inclusion criteria. Qualitative content analysis was performed to identify themes related to the research questions. RESULTS The results suggest that older adults seek 10 types of health information from 6 types of internet-based information sources and that 2 main categories of influencing factors, individual-related and source-related, impact older adults' OHIS. Moreover, the results reveal that in their OHIS, older adults confront 3 types of barriers, namely individual, social, and those related to information and communication technologies. Some intervention programs based on educational training workshops have been created to intervene and support older adults' OHIS. CONCLUSIONS Although OHIS has become increasingly common among older adults, the review reveals that older adults' OHIS behavior is not adequately investigated. The findings suggest that more studies are needed to understand older adults' OHIS behaviors and better support their medical and health decisions in OHIS. Based on the results, the review proposes multiple objectives for future studies, including (1) more investigations on the OHIS behavior of older adults above 85 years; (2) conducting more longitudinal, action research, and mixed methods studies; (3) elaboration of the mobile context and cross-platform scenario of older adults' OHIS; (4) facilitating older adults' OHIS by explicating technology affordance; and (5) promoting and measuring the performance of OHIS interventions for older adults.
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Affiliation(s)
- Yuxiang Chris Zhao
- School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China
| | - Mengyuan Zhao
- School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China
| | - Shijie Song
- Business School, Hohai University, Nanjing, China
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Online Health Information-Seeking Behavior Among Korean American Immigrants in Rural Alabama: Dose Discrimination Matter? J Immigr Minor Health 2021; 24:996-1004. [PMID: 34837591 DOI: 10.1007/s10903-021-01317-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2021] [Indexed: 10/19/2022]
Abstract
Little attention has been paid to online health information seeking (OHIS) among immigrants residing in rural areas. This study examines the intensity of OHIS among Korean American (KA) immigrants living in rural Alabama. A total number of 261 KA immigrants aged 23 to 75 participated in the study. Multiple linear regression analyses were conducted. Age (B = - 0.044, p < 0.05), marital status (B = 1.132, p < 0.05), race/ethnic discrimination (B = 0.821, p < 0.05), having computer or tablet (B = 1.286, p < 0.05), and access to internet (B = 1.778, p < 0.01) were associated with the intensity of OHIS. Substantial efforts should be devoted to narrowing the access gap by providing offline health information services for those without internet access and with limited health literacy. Moreover, culturally competent healthcare services and information should be provided to serve racial/ethnic minority populations better.
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Estimating Patient Empowerment and Nurses' Use of Digital Strategies: eSurvey Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18189844. [PMID: 34574766 PMCID: PMC8472827 DOI: 10.3390/ijerph18189844] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 09/14/2021] [Accepted: 09/16/2021] [Indexed: 12/18/2022]
Abstract
Patient empowerment is seen as the capability to understand health information and make decisions based on it. It is a competence that can improve self-care, adherence and overall health. The COVID-19 pandemic has increased the need for information and has also reduced the number of visits to health centers. Nurses have had to adapt in order to continue offering quality care in different environments such as the digital world, but this entails assessing the level of their patients’ empowerment and adapting material and educational messages to new realities. The aim of this study is, on the one hand, to assess nurses’ use of digital resources to provide reinforcing information to their patients and, on the other hand, to evaluate how they assess the level of empowerment of their patients. To perform the study, 850 nurses answered 21 questions related to their own digital literacy and patients’ empowerment. The ability to make decisions is the characteristic most selected by nurses (70%) as useful in measuring patient empowerment, whereas 9.19% do not measure it in any way. Printed material is most often used by nurses to offer additional information to patients (71.93%), mobile applications are the least used option (21.58%), and elder nurses are those who most recommend digital resources. In this study, younger nurses make little or no use of technology as a resource for training and monitoring patients. In spite of some limitations concerning the study, digital health needs to be promoted as an indisputable tool in the nurse’s briefcase in the future to ensure that older patients can manage electronic resources in different fields.
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Sycinska-Dziarnowska M, Paradowska-Stankiewicz I. Dental Challenges and the Needs of the Population during the Covid-19 Pandemic Period. Real-Time Surveillance Using Google Trends. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17238999. [PMID: 33287130 PMCID: PMC7731122 DOI: 10.3390/ijerph17238999] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 11/24/2020] [Accepted: 11/30/2020] [Indexed: 12/23/2022]
Abstract
Background: The outbreak of the COVID-19 pandemic may lead to changes in the dental needs of the population and new challenges concerning oral health care. Methods: The Google Trends tool was used to collect data on the Internet search interest. The investigated material was collected from 1 January 2020 to 23 August 2020. Search terms “toothache”, “dentist” and “stay at home” were retrieved for the whole world as well as for the US, the UK, Poland, Italy and Sweden. Results: During the lockdown, correlation analysis indicates the lowest public interest in the word “dentist” one week preceding the peak for “toothache”, followed by an increase in the word search for “dentist”. On 12 April, worldwide, the maximum of Google Trends Relative Search Volume (RSV) for “toothache” was observed. Conclusion: Decrease in “dentist” queries during lockdown followed by an increase in “toothache” search predicts greater dental needs in the post-pandemic period. The surveillance shows significant changes in queries for dental-related terms during the course of the COVID-19 pandemic. In order to prepare for future pandemic outbreaks teledentistry programs should be taken into consideration.
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Affiliation(s)
| | - Iwona Paradowska-Stankiewicz
- Department of Epidemiology of Infectious Diseases and Surveillance, National Institute of Public Health—National Institute of Hygiene, 00791 Warsaw, Poland
- Correspondence:
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Moreno-Fernández MM, Matute H. Biased Sampling and Causal Estimation of Health-Related Information: Laboratory-Based Experimental Research. J Med Internet Res 2020; 22:e17502. [PMID: 32706735 PMCID: PMC7414405 DOI: 10.2196/17502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 05/03/2020] [Accepted: 05/14/2020] [Indexed: 12/14/2022] Open
Abstract
Background The internet is a relevant source of health-related information. The huge amount of information available on the internet forces users to engage in an active process of information selection. Previous research conducted in the field of experimental psychology showed that information selection itself may promote the development of erroneous beliefs, even if the information collected does not. Objective The aim of this study was to assess the relationship between information searching strategy (ie, which cues are used to guide information retrieval) and causal inferences about health while controlling for the effect of additional information features. Methods We adapted a standard laboratory task that has previously been used in research on contingency learning to mimic an information searching situation. Participants (N=193) were asked to gather information to determine whether a fictitious drug caused an allergic reaction. They collected individual pieces of evidence in order to support or reject the causal relationship between the two events by inspecting individual cases in which the drug was or was not used or in which the allergic reaction appeared or not. Thus, one group (cause group, n=105) was allowed to sample information based on the potential cause, whereas a second group (effect group, n=88) was allowed to sample information based on the effect. Although participants could select which medical records they wanted to check—cases in which the medicine was used or not (in the cause group) or cases in which the effect appeared or not (in the effect group)—they all received similar evidence that indicated the absence of a causal link between the drug and the reaction. After observing 40 cases, they estimated the drug–allergic reaction causal relationship. Results Participants used different strategies for collecting information. In some cases, participants displayed a biased sampling strategy compatible with positive testing, that is, they required a high proportion of evidence in which the drug was administered (in the cause group) or in which the allergic reaction appeared (in the effect group). Biased strategies produced an overrepresentation of certain pieces of evidence at the detriment of the representation of others, which was associated with the accuracy of causal inferences. Thus, how the information was collected (sampling strategy) demonstrated a significant effect on causal inferences (F1,185=32.53, P<.001, η2p=0.15) suggesting that inferences of the causal relationship between events are related to how the information is gathered. Conclusions Mistaken beliefs about health may arise from accurate pieces of information partially because of the way in which information is collected. Patient or person autonomy in gathering health information through the internet, for instance, may contribute to the development of false beliefs from accurate pieces of information because search strategies can be biased.
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Affiliation(s)
- María Manuela Moreno-Fernández
- Departamento de Fundamentos y Métodos de la Psicología, Faculty of Psychology and Education, University of Deusto, Bilbao, Spain
| | - Helena Matute
- Departamento de Fundamentos y Métodos de la Psicología, Faculty of Psychology and Education, University of Deusto, Bilbao, Spain
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Bach RL, Wenz A. Studying health-related internet and mobile device use using web logs and smartphone records. PLoS One 2020; 15:e0234663. [PMID: 32530937 PMCID: PMC7292384 DOI: 10.1371/journal.pone.0234663] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 05/30/2020] [Indexed: 11/19/2022] Open
Abstract
Many people use the internet to seek information that will help them understand their body and their health. Motivations for such behaviors are numerous. For example, users may wish to figure out a medical condition by searching for symptoms they experience. Similarly, they may seek more information on how to treat conditions they have been diagnosed with or seek resources on how to live a healthy life. With the ubiquitous availability of the internet, searching and finding relevant information is easier than ever before and a widespread phenomenon. To understand how people use the internet for health-related information, we use data from a sample of 1,959 internet users. A unique combination of data containing four months of users' browsing histories and mobile application use on computers and mobile devices allows us to study which health websites they visited, what information they searched for and which health applications they used. Survey data inform us about users' socio-demographic background, medical conditions and other health-related behaviors. Results show that women, young users, users with a university education and nonsmokers are most likely to use the internet and mobile applications for health-related purposes. On search engines, internet users most frequently search for pharmacies, symptoms of medical conditions and pain. Moreover, users seem most interested in information on how to live a healthy life, alternative medicine, mental health and women's health. With this study, we extend the field's understanding of who seeks and consumes health information online, what users look for as well as how individuals use mobile applications to monitor their health. Moreover, we contribute to methodological research by exploring new sources of data for understanding humans, their preferences and behaviors.
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Affiliation(s)
- Ruben L. Bach
- Collaborative Research Center 884 Political Economy of Reforms, University of Mannheim, Mannheim, Germany
- * E-mail:
| | - Alexander Wenz
- Collaborative Research Center 884 Political Economy of Reforms, University of Mannheim, Mannheim, Germany
- Institute for Social and Economic Research, University of Essex, Colchester, United Kingdom
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