Online health information-seeking behavior by endocrinology patients

An Active Model of Research Translation for the General Public: Content Analysis of a YouTube-Based Health Podcast

BACKGROUND

Online health information seeking is changing the way people engage with health care and the health system. Recent changes in practices related to seeking, accessing, and disseminating scientific research, and in particular health information, have enabled a high level of user engagement.

OBJECTIVE

This study aims to examine an innovative model of research translation, The Huberman Lab Podcast (HLP), developed by Andrew Huberman, Professor of Neurobiology and Ophthalmology at the Stanford School of Medicine. The HLP leverages social media to deliver health information translated into specific, actionable practices and health strategies directly to the general public. This research characterizes the HLP as an Active Model of Research Translation and assesses its potential as a framework for replicability and wider adoption.

METHODS

We applied conventional content analysis of the YouTube transcript data and directed content analysis of viewers' YouTube comments to 23 HLP episodes released from January to October 2021, reflecting the time of data analysis. We selected 7 episodes and a welcome video, to describe and identify key characteristics of the HLP model. We analyzed viewer comments for 18 episodes to determine whether viewers found the HLP content valuable, accessible, and easy to implement.

RESULTS

The key HLP features are direct-to-the-consumer, zero-cost, bilingual, and actionable content. We identified 3 main organizing categories and 10 subcategories as the key elements of the HLP: (1) Why: Educate and Empower and Bring Zero Cost to Consumer Information to the General Public; (2) What: Tools and Protocols; Underlying Mechanisms; and Grounded in Science; (3) How: Linear and Iterative Knowledge Building Process; Lecture-Style Sessions; Interactive and Consumer Informed; Easily Accessible; and Building the Community. Analysis of viewers' comments found strong consumer support for the key HLP model elements.

CONCLUSIONS

This Active Model of Research Translation offers a way to synthesize scientific evidence and deliver it directly to end users in the form of actionable tools and education. Timely evidence translation using effective consumer engagement and education techniques appears to improve access and confidence related to health information use and reduces challenges to understanding and applying health information received from health providers. Framing complex content in an approachable manner, engaging the target audience, encouraging participation, and ensuring open access to the content meet current recommendations on innovative practices for leveraging social media or other digital platforms for disseminating science and research findings to the general public, and are likely key contributors to HLP impact and potential for success. The model offers a replicable framework for translating and disseminating scientific evidence. Similar active models of research translation can have implications for accessing health information and implementing health strategies for improved outcomes. Areas for further investigation are specific and measurable impacts on health, usability, and relevance of the model for reaching marginalized and high-risk populations.

Is TikTok a high-quality source of information on thyroid cancer?

PURPOSE

Increased Internet users tend to use online video platforms as a source of medical information. There are many thyroid cancer-related videos on TikTok, the most popular short-video application in China. However, quality evaluation of these videos remains absent. The aim of this study is to evaluate the quality of thyroid cancer-related videos on TikTok.

METHODS

A search was performed on TikTok with the keyword "thyroid cancer". The top 100 videos in the search results were selected. Characteristics of videos including video length, duration on TikTok, thumbs up, thumbs up/day, comments, comments/day, favorites, favorites/day, reposts, and reposts/day were collected. The Patient Education Materials Assessment Tool (PEMAT), modified DISCERN (mDISCERN), Video Information and Quality Index (VIQI), and Global Quality Score (GQS) were applied to assess the quality of videos.

RESULTS

Among the 100 videos in this study, most were uploaded by surgical physicians (n = 50), and the most common topic was anatomy/basic facts (n = 21). The mean scores of the PEMAT, PEMAT-U, and PEMAT-A were 71.18 ± 16.56, 82.23 ± 15.00, and 44.00 ± 37.57, respectively. Among the five questions of the mDISCERN tool, 71, 90, 82, 9, and 28 videos were evaluated as "yes", respectively. The mean scores of mDISCERN, VIQI, and GQS were 2.80 ± 1.03, 14.87 ± 2.27, and 3.72 ± 1.00, respectively. The characteristics and quality of videos are significantly different based on the uploader and content.

CONCLUSIONS

The quality of thyroid cancer information on TikTok is unsatisfactory. There is a need for high-quality thyroid cancer-related information on short-video platforms for patient education.

U-shaped association between online information exchange and app usage frequency: a large-scale survey of China 's online young and middle-aged people with pre diabetes and diabetes

Background

China has the world's largest diabetic population, and the cost of caring for all these people every day is substantial. Online information exchange and app usage frequency have been demonstrated to play a significant influence in the management of blood glucose and enhancement of diabetes-related quality of life. However, the association between online information exchange and app usage frequency among actual online populations remains unclear and deserves additional study. Therefore, we evaluated the factors affecting the frequency of app usage in the online glucose management population, with a particular emphasis on the connection between online information exchange and app use frequency, contributing to the expansion of the research of diabetes management models.

Method

This cross-sectional study was conducted by disseminating questionnaires in blood glucose management-related forums and WeChat groups and included 1586 online users concerned about blood glucose management. Information exchange and app usage frequency were considered as independent and dependent variables, respectively. We performed stratified and single factor analysis, multiple equation regression analysis, smooth curve fitting, and threshold effect and saturation effect analysis. R (version 4.1.3, http://www.Rproject.org) and EmpowerStats were used for data analysis.

Result

After adjusting for other covariates, information exchange was independently and positively associated with app use frequency (β = 8.6, 95% CI: 6.5 to 11.2, p < 0.001). Through interaction analysis, the most significant interaction factors influencing the relationship between information exchange and app usage frequency were identified as health insurance status, whether living with parents, glycated hemoglobin status in the previous month, and self-monitoring of blood glucose (SMBG). The association between information exchange and app usage frequency is U-shaped, with information exchange inflection points of 3.0 and 4.2. Information exchange and app usage frequency are negatively correlated when the average information exchange score is less than 3.0, and for every point increase in the average information exchange score, the likelihood of the app high usage frequency group compared to the app low usage frequency group decreases by 70%. The relationship between information exchange and app usage frequency is strongest when it is greater than or equal to 3.0 and less than or equal to 4.2. The probability of the app high usage frequency group occurring compared to the app low usage frequency group rises 17.3 times for every 1 point increase in the average information exchange score. The probability of the app high usage frequency group occurring in comparison to the app low usage frequency group increased by 1.8 times for every 1 point rise in information exchange when the average information exchange score was higher than 4.2.

Conclusion

Age, body mass index, married, living with parents, hemoglobin level, SMBG, and information exchange were positively connected with app usage frequency in our study of online blood glucose management population. The link between information exchange and app use frequency was significantly U-shaped. The app usage frequency changed the most with the rise in information exchange when the information exchange score was greater than or equal to 3.0 and less than or equal to 4.2. Therefore, we ought to offer effort to concentrate on and increase the health-related behaviors and activities of those in this score interval.

Patients' perspectives on the quality of online patient education materials: A qualitative study

BACKGROUND

Access to online patient education information can lead to more effective self-care and disease management. However, the large amount of online information provided through unknown or unreliable sources can challenge patients to trust and use this information. This study was designed to examine the opinions of Iranian gastrointestinal patients about the quality of online information used.

MATERIALS AND METHODS

A qualitative study was conducted using thematic analysis. Data were gathered via a semi-structured interview with 29 gastrointestinal patients, and data analysis was performed by qualitative content analysis using open coding with MAXQDA 2018 software.

RESULTS

Based on the study, 22 codes were extracted in nine subcategories named as: "Emphasis on the identity of providers," "Nature of online information," "Distrust on online information," "Poor quality of information," "Giving misinformation," "False impact," "Improve communication," "Positive effect on the patient," "Better Diagnosis."

CONCLUSIONS

In the current situation, Iranian patients are not confident enough about the quality of available online information. They believe that the use of current poor-quality information has negative consequences. However, they tend to use online patient education materials are produced in Persian by reputable scientific authorities. Using online information can increase patients' knowledge and lead to better communication with medical staff and other similar patients. They can use this information for self-care with more confidence, and such an approach can also have significant benefits for the national health system.

The Chain Mediating Effect of the Public's Online Health Information-Seeking Behavior on Doctor-Patient Interaction

Objective

This paper aims to explore the influence mechanisms of online health information-seeking behavior (OHISB) on doctor-patient interactions from a psychological perspective, using theory as a guide, which can effectively guide the mode of doctor-patient interaction after search behavior in China.

Methods

We conducted a convenient web-based survey among members of the public who engage in searching behavior in China using a pretested structured questionnaire. Structural equation modeling was performed for path analysis and mediating effect testing.

Results

The findings of the study show that (1) 4 control variables (education level, occupation, income, and diagnosed disease) had significant differences in online health information-seeking behavior; 7 control variables (age, gender, living area, education level, occupation, income, medical insurance) were significantly different in doctor-patient interaction behaviors. (2) perceived disease severity (95% CI: 0.003, 0.04, P < 0.001), perceived action benefits (95% CI: 0.059, 0.138, P < 0.001), and e-health literacy (95% CI: 0.061, 0.155, P < 0.001) were positive predictors between OHISB and doctor-patient interactions. (2) E-health literacy and perceived disease severity (95% CI: 0.001, 0.013, P < 0.05), and e-health literacy and perceived action benefits (95% CI: 0.082, 0.166, P < 0.001) play chain mediating roles between OHISB and doctor-patient interactions.

Conclusions

E-health literacy, perceived disease severity, and perceived action benefits act as chain mediators between OHISB and doctor-patient interactions.

Determining health information-seeking behavior of shoulder patients

BACKGROUND

Patients today have access to an increasing number of health resources to guide medical decision making, including specialist health care providers, the Internet, friends, and family members. No prior studies, to our knowledge, have comprehensively explored health information-seeking behavior (HISB) for patients being managed for shoulder pain.

OBJECTIVE

Our primary objective is to identify which health resources patients use and find helpful in a cohort of patients being either evaluated or managed for shoulder pain. With increased access to the Internet and its use, we also hope to quantify the extent of use of Internet resources and identify predictors of patient use.

METHODS

We interviewed a cohort of new and follow-up patients being surgically or nonoperatively managed for shoulder pain by a single fellowship-trained orthopedic surgeon. All patients were administered a questionnaire to determine HISB, which evaluated the types of resources used and those deemed most helpful in guiding medical decision making. For patients using the Internet, specific websites were documented. Additional variables that were collected included age, gender, ethnicity, and highest education attained. Multivariable logistic regression was used to evaluate predictors of Internet use.

RESULTS

This study included 242 patients. A discussion with an orthopedic surgeon was reported to be the most informative for nonoperatively treated patients, first postoperative patients, and operative follow-up patients. Patients at the first postoperative visit reported YouTube as their preferred resource almost 4 times more than new patients (odds ratio [OR] 3.9, P = .015). Search engine use was significantly higher in patients at the first postoperative visit (OR 5.8, P = .004) and patients at subsequent surgical follow-up (OR 8.3, P = .001) compared with new patients. Having an undergraduate (OR 0.1, P = .037) or graduate degree (OR 0.03, P = .01) had a significant inverse association with difficulty of using Internet resources. Patients of Black race reported significantly higher rates of distrust for Internet resources than those of White race (OR 5.8, P < .001).

CONCLUSION

This study highlights the patterns of HISB among patients with shoulder conditions. A face-to-face discussion with a physician or a shoulder surgeon was the most crucial resource for information compared to other resources. This study has also defined the preferred Internet resources for patients at different time points of care and the reasons for refraining from seeking health information on the Internet. Such findings can aid shoulder surgeons in understanding the optimal methods for delivering health information for different patient demographics and different phases of their care.

The Attitudes of Egyptian Web-Based Health Information Seekers Toward Health Information Provided Through the Internet: Qualitative Study

Background

The internet has become an established source of health information for many Egyptian internet users. Understanding users’ attitudes toward the benefits and limitations of web-based health information will explain the influence of this information on users’ health-related behavior and decisions.

Objective

This qualitative study aims to understand the attitude of Egyptian internet users toward internet health information and to explore the impact of obtained health information on users’ behavior and on their physician-patient relationship.

Methods

For this qualitative study, semistructured interviews were conducted with a total of 49 participants (41/49, 84% Egyptian internet users and 8/49, 16% physicians) who participated in focus groups or individual interviews. We used a thematic analysis approach to explain and demonstrate participants’ views, thoughts, and experiences in using web-based health information.

Results

The internet has become an important source of health information in comparison with other health information sources and is the central theme that has emerged across the thematic analysis. The attitude toward the use of internet health was classified into three main themes: feeling toward web-based health information (with subthemes: favoring, disliking, neutral, or having ambivalence feelings), motivators to seek internet health information, and behavioral changes using internet health information (subthemes: confidence, satisfaction, and improved knowledge). Themes that emerged from physicians’ interviews included the accessibility of the internet health information, good communication, and coordination of care between patients and their physicians, and the active engagement of patients with their management plan.

Conclusions

The internet has become an essential source of health information for Egyptian adults. Internet health information can improve the patient-physician relationship, especially when users discuss the obtained health information with their physician. Internet health information provided seekers with social support and self-confidence when making health decisions.

Social Media and the Transformation of the Physician-Patient Relationship: Viewpoint

As many as 80% of internet users seek health information online. The social determinants of health (SDoH) are intimately related to who has access to the internet and health care as a whole. Those who face more barriers to care are more likely to benefit from accessing health information online, assuming the information they are retrieving is accurate. Virtual communities on social media platforms are beginning to serve as venues for seeking health information online because peers have been shown to influence health behavior more than almost anything else. As a positive mediator of health, social media can be used as a direct or indirect mode of communication between physicians and patients, a venue for health promotion and health information, and a community support network. However, false or misleading content, social contagion, confirmation bias, and security and privacy concerns must be mitigated to realize the full potential of social media as a positive mediator of health. This paper presents the shifting dynamics of how such communities are affecting physician-patient relationships. With the intersections between the SDoH, social media, and health evolving, physicians must take into consideration these factors when establishing their relationships with patients. We argue a paradigm shift in the physician-patient relationship is warranted, one where physicians acknowledge the impacts of the SDoH on information-seeking behavior, recognize the positive and negative roles of social media as a mediator of health through the lens of the SDoH, and use social media to catalyze positive changes in the physician-patient relationship. We discuss how the physician-patient relationship must evolve to accommodate for the ever-increasing role of social media in health and to best use social media as a tool to improve health outcomes. Finally, we present a fluid and multicomponent diagram that we believe will assist in framing future research in this area. We conclude that it is ineffective and even counterproductive for physicians to ignore the relationship between social media, the SDoH and health, their impact on one another, and the effect it has on designing the medical encounter and the delivery of care under the definition of precision medicine.

Measuring online health-seeking behaviour: Construction and initial validation of a new scale

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.

Lower educational status interferes with maternal iodine intake during both pregnancy and lactation

OBJECTIVE

To investigate factors affecting conscious iodine intake among pregnant and lactating women in a rural area in Hungary.

METHODS

Pregnant women were studied and followed during lactation. Urinary and breast milk iodine concentration (UIC and MIC) were measured by inductively coupled plasma mass spectrometry. Potential interfering factors, including age, educational status and smoking were assessed.

RESULTS

During pregnancy and lactation, mild iodine deficiency was observed; median UIC were 66 and 49 µg/L, respectively. Educational status was found to be a strong determinant of both iodine nutrition and smoking status during pregnancy (P < 0.01 and P < 0.001) and lactation (P < 0.001 and P < 0.01). While smoking and non-smoking lactating mothers had similar concentrations of urinary iodine (median UIC: 47 and 51 µg/L, P = 0.95), the breast milk of smoking mothers contained less iodine (median MIC: 150 and 203 µg/L, P = 0.03).

CONCLUSIONS

Both low iodine intake and smoking contribute to the higher risk of iodine deficiency in women with lower educational status. In smokers, MIC is often low in spite of normal UIC, presumably due to the iodine transport blocking effect of the cigarette smoke towards breast milk; normal UIC may be misinterpreted as sufficient iodine supply towards the child. Antenatal health promotion strategies should focus on young women with lower educational status, even in regions where sufficient iodine intake has been achieved in non-pregnant adults.

Information-Seeking Behavior and Its Associated Factors Among Patients with Diabetes in a Resource-Limited Country: A Cross-Sectional Study

BACKGROUND

Diabetes mellitus is one of the most common chronic diseases in the world. The burden of diabetes mellitus is increasing rapidly in developing countries, including Ethiopia. Diabetes information seeking is essential for patients with diabetes to better manage and control their diabetes. However, information seeking about disease prevention and treatment is low in developing countries.

OBJECTIVE

This study aims to assess the diabetes information-seeking behavior and its associated factors among patients with diabetes in Debre Markos Referral Hospital, Amhara Region, Northwest Ethiopia.

METHODS

An institution-based cross-sectional quantitative study supplemented with a qualitative study was conducted among 423 subjects from March to April 2019. A structured questionnaire and in-depth interview were used to collect the required data from the study subjects. The data were entered using Epi Info version 7.2.2. Data processing and analysis were conducted using SPSS version 23. Descriptive statistics and a binary logistic regression model were used for the quantitative study, and thematic content analysis was used for the qualitative study. The significance test cut-off value for bivariate analysis was P<0.2 and the cut-off value for multivariate analysis was P<0.05. Adjusted odds ratios with 95% confidence intervals were used to interpret the results.

RESULTS

Out of 423 study participants, only 41.6% of patients with diabetes were diabetes information seekers. After adjusting all other factors in the final model, educational status, place of residence, comorbidity and health literacy were significantly associated with diabetes information seeking.

CONCLUSION

This study result indicates that the overall prevalence of information seeking among patients with diabetes toward diabetes was low. Having higher educational status, urban place of residence, the presence of comorbidity and adequate health literacy level increased the likelihood of diabetes information-seeking behavior among patients with diabetes.

The influence of online health information on health decisions: A systematic review

OBJECTIVES

This systematic review assessed the influence of online health information (OHI) search behaviour on health and medical decisions.

METHODS

Eligible studies were identified by searching electronic databases PubMed, Scopus, and CINAHL in February 2020 for studies reporting OHI search behaviour and its influence on health decisions. Information was extracted pertaining to either consumers' (self-reported) perceptions of the influence of OHI on decision-making or the association between online search behaviour and health decision-making.

RESULTS

A total of 3995 articles were screened, with 48 included in the final analysis. The reviewed studies indicated that OHI assisted in making subsequent health related decisions such as asking questions during a consultation, increased professional visits, improved adherence to the advice of a physician, being more compliant with taking medication, and improved self-care.

CONCLUSION

Consumers largely used OHI to support information provided by their physicians. The strength of the patient-provider relationship was considered important in moderating the potential negative outcomes of OHI.

PRACTICE IMPLICATIONS

Health care systems have a unique opportunity to direct OHI search behaviours towards empowering consumers to engage as an informed, active and joint decision-maker in their own health care.