Odds of talking to healthcare providers as the initial source of healthcare information: updated cross-sectional results from the Health Information National Trends Survey (HINTS)

Comparing Patient's Confidence in Clinical Capabilities in Urology: Large Language Models Versus Urologists

Background and objective

Data on interaction of patients with artificial intelligence (AI) are limited, primarily derived from small-scale studies, cross-sectional surveys, and qualitative reviews. Most patients have not yet encountered AI in their clinical experience. This study explored patients' confidence in AI, specifically large language models, after a direct interaction with a chatbot in a clinical setting. Through hands-on experience, the study sought to reduce potential biases due to an anticipated lack of AI experience in a real-world urological patient sample.

Methods

A total of 300 patients scheduled for counseling were enrolled from February to July 2024. Participants voluntarily conversed about their medical questions with a GPT-4 powered chatbot, followed by a survey assessing their confidence in clinical capabilities of AI compared with their counseling urologists. Clinical capabilities included history taking, diagnostics, treatment recommendation, anxiety reduction, and time allocation.

Key findings and limitations

Of the 292 patients who completed the study, AI was significantly preferred to physicians for consultation time allocation (p < 0.001). However, urologists were overwhelmingly favored for all other capabilities, especially treatment recommendations and anxiety reduction. Notably, age did not influence patients' confidence in AI. Limitations include a potential social desirability bias.

Conclusions and clinical implications

Our study demonstrates that urological patients prefer AI as a powerful complement to-rather than a replacement for-human expertise in clinical care. Patients appreciated the additional consultation time provided by AI. Interestingly, age was not associated with confidence in AI, suggesting that large language models are user-friendly tools for patients of all age groups.

Patient summary

In this report, we explored how patients feel about using an artificial intelligence (AI)-powered chatbot in a medical setting. Patients interacted with the AI for medical questions and compared its skills with those of doctors through a survey. They appreciated the AI for providing more time during consultations but preferred doctors for other tasks, for example, diagnostics, recommendation of treatments, and reduction of anxieties.

The mediating role of healthy behaviors and self-perceived health in the relationship between eating behaviors and comorbidity in adults

BACKGROUND

There is limited information on how healthy behaviors and individual health perceptions mediate the relationship between eating behaviors and noncommunicable diseases in adults. This study aimed to evaluate the mediating role of these factors in the relationship between eating behaviors and comorbidity in U.S. adults.

METHODS

A cross-sectional predictive study using data from 5,247 adults from the Health Information National Trends Survey (HINTS) 5, cycle 3 (2019) was conducted. Structural equation modeling (SEM) was used to assess the mediating effect.

RESULTS

The model showed good fit (χ2/df = 1.22, CFI = 971, TLI = 959, RMSEA = 0.050, SRMR = 0.036). It was found that self-perceived health totally mediated the relationship between eating behaviors and comorbidities (β = - 0.026, p < .001). Additionally, healthy behaviors and self-perceived health together mediated the relationship between eating behaviors and comorbidities (β = - 0.025, p < .001). A direct relationship was also observed between healthy behaviors and comorbidities, mediated by self-perceived health (β = - 0.103, p < .001).

CONCLUSION

The study concludes that eating behaviors are significantly related to comorbidities through the mediation of healthy behaviors and self-perceived health.

High accuracy but limited readability of large language model-generated responses to frequently asked questions about Kienböck's disease

BACKGROUND

This study aimed to assess the quality and readability of large language model-generated responses to frequently asked questions (FAQs) about Kienböck's disease (KD).

METHODS

Nineteen FAQs about KD were selected, and the questions were divided into three categories: general knowledge, diagnosis, and treatment. The questions were inputted into the Chat Generative Pre-trained Transformer 4 (ChatGPT4) webpage using the zero-shot prompting method, and the responses were recorded. Hand surgeons with at least 5 years of experience and advanced English proficiency were individually contacted over instant WhatsApp messaging and requested to assess the responses. The quality of each response was analyzed by 33 experienced hand surgeons using the Global Quality Scale (GQS). The readability was assessed with the Flesch-Kincaid Grade Level (FKGL) and Flesch Reading Ease Score (FRES).

RESULTS

The mean GQS score was 4.28 out of a maximum of 5 points. Most raters assessed the quality as good (270 of 627 responses; 43.1%) or excellent (260 of 627 responses; 41.5%). The mean FKGL was 15.5, and the mean FRES was 23.4, both of which are considered above the college graduate level. No statistically significant differences were found in the quality and readability of responses provided for questions related to general knowledge, diagnosis, and treatment.

CONCLUSIONS

ChatGPT-4 provided high-quality responses to FAQs about KD. However, the primary drawback was the poor readability of these responses. By improving the readability of ChatGPT's output, we can transform it into a valuable information resource for individuals with KD.

LEVEL OF EVIDENCE

Level IV, Observational study.

Large language model use in clinical oncology

Large language models (LLMs) are undergoing intensive research for various healthcare domains. This systematic review and meta-analysis assesses current applications, methodologies, and the performance of LLMs in clinical oncology. A mixed-methods approach was used to extract, summarize, and compare methodological approaches and outcomes. This review includes 34 studies. LLMs are primarily evaluated on their ability to answer oncologic questions across various domains. The meta-analysis highlights a significant performance variance, influenced by diverse methodologies and evaluation criteria. Furthermore, differences in inherent model capabilities, prompting strategies, and oncological subdomains contribute to heterogeneity. The lack of use of standardized and LLM-specific reporting protocols leads to methodological disparities, which must be addressed to ensure comparability in LLM research and ultimately leverage the reliable integration of LLM technologies into clinical practice.

Knowledge, attitude, and practice toward nonsteroidal anti-inflammatory drugs among osteoarthritis patients: a cross-sectional study

Background Nonsteroidal anti-inflammatory drugs (NSAIDs) are common drugs in patients with osteoarthritis (OA). NSAIDs are generally used at home by patients, without supervision, requiring proper knowledge and attitudes for correct practice. This study investigated the knowledge, attitude, and practice (KAP) of patients with OA toward NSAIDs. Methods This cross-sectional study enrolled patients with OA at the Qingpu Branch of Zhongshan Hospital of Fudan University between January and March 2024. The KAP scores and demographic information of respondents were collected through a self-designed questionnaire. Results There were 645 participants, with 579 (89.8%) over 45 years old and 394 (61.1%) females. The average scores for knowledge, attitude, and practice were 16.26 ± 3.79 (possible range: 0-24), 18.12 ± 1.99 (possible range: 5-35), and 29.20 ± 5.52 (possible range: 10-50), respectively. The structural equation model (SEM) found that for individuals currently using NSAIDs, the attitude had a direct effect on practice (β = 0.978, P < 0.001). For individuals not using NSAIDs, the attitude had a direct effect on practice (β = 0.936, P < 0.001). Conclusion This study suggested that adequate NSAID knowledge is the prerequisite for correct NSAID-related medical decisions, while attitude has a crucial intermediary effect. Healthcare professionals and society should strengthen education regarding the relevant knowledge of NSAIDs and guide the cultivation of positive attitudes toward NSAIDs.

Knowledge, attitude, and practice toward advanced precision radiotherapy among patients with head and neck cancer

Background

Advancements in radiotherapy (RT) technology have led to the prominence of precision RT in head and neck cancer (HNC) treatment. The new progress in precision RT offers more efficient therapy, potentially improving outcomes for HNC patients.

Objective

The present cross-sectional study aimed to assess the knowledge, attitude, and practice (KAP) of patients in advanced precision RT for HNC treatment.

Methods

This study enrolled HNC patients at the Affiliated Hospital of Hebei University of Engineering between October 2023 and May 2024. Then, the demographic data and KAP scores were collected using an investigator-designed questionnaire. Afterwards, descriptive statistics were provided for all study variables, and the relationship among KAP was analyzed using appropriate statistical tests, including Spearman correlation, logistic regression, and path analysis.

Results

A total of 436 participants with a mean age of 52.03 ± 12.19 years old were included. The mean knowledge score, attitude score, and practice score were 18.33 ± 4.21, 36.14 ± 1.71, and 26.26 ± 1.83, respectively. Although most of the participants were unfamiliar with advanced precision RT, they expressed a high willingness to follow their doctor's recommendation for this treatment. The multivariable analysis revealed a positive association between attitude score and proactive practice. The path analysis revealed that knowledge directly influenced attitude and practice, while attitude directly impacted practice.

Conclusion

HNC participants had poor knowledge of advanced precision RT techniques, but had a positive attitude and the willingness to undergo treatment when recommended by their physicians. These results suggest that improving patients' awareness for advanced precision RT can help to promote better attitude and advanced precision RT practice.

Knowledge, attitude, and practice toward sarcopenia among older adults in two cities in Zhejiang province, China

Objective

To explore the knowledge, attitudes, and practice (KAP) towards sarcopenia among older adults in Zhejiang province, China.

Methods

This cross-sectional study was conducted between April 2023 and January 2024 among older community residents who participated in a physical examination in Shaoxing People's Hospital Physical Examination Center, Shaoxing Yuecheng District Fushan Street Community Health Service Center, Shaoxing Yuecheng District Beihai Street Community Health Service Center, Shaoxing City, and Outpatient Department of Yongkang First People's Hospital. Their demographic characteristics and KAP towards sarcopenia were collected by a self-designed questionnaire. Structural equation modeling (SEM) was used to explore the relationship among KAP dimensions.

Results

A total of 1092 valid questionnaires were included. The median knowledge, attitude, and practice scores were 0 (0, 0) (possible range: 0-22), 31 (30, 31) (possible range: 8-40), and 17 (15, 21) (possible range: 6-30), respectively. The SEM showed that knowledge directly positively influenced attitude (β = 0.121, P < 0.001) and practice (β = 0.171, P < 0.001). Attitude directly positively influenced practice (β = 0.116, P < 0.001); therefore, the knowledge showed an indirect influence on practice via attitude.

Conclusion

Older adults in two cities in Zhejiang province, China, showed insufficient knowledge but moderate attitude and practice towards sarcopenia. It is imperative to design interventions to improve knowledge about sarcopenia and improve self-management and patient outcomes.

Progress for all: addressing disparities in sarcoidosis

PURPOSE OF REVIEW

The impact of healthcare disparities in the treatment, care, and outcomes of patients with sarcoidosis has been described. There is paucity of literature on ways to address these disparities with a goal to improving health outcomes for patients with sarcoidosis.

RECENT FINDINGS

Recent findings in other respiratory and systemic diseases suggest that multifaceted interventions directed at improving care at various levels including individual, family, and larger societal levels have been successful in dismantling some of the social and structural barriers to care and consequently have resulted in a reduction in disparate disease outcomes. We explore what some of these interventions would look like in sarcoidosis.

SUMMARY

The impact of healthcare disparities in the treatment, care, and outcomes of patients with sarcoidosis has been described. We outline various steps and approaches aimed at addressing these health disparities with a goal to improving outcomes for those most impacted by disease.

Characterizing the Adoption and Experiences of Users of Artificial Intelligence-Generated Health Information in the United States: Cross-Sectional Questionnaire Study

BACKGROUND

OpenAI's ChatGPT is a source of advanced online health information (OHI) that may be integrated into individuals' health information-seeking routines. However, concerns have been raised about its factual accuracy and impact on health outcomes. To forecast implications for medical practice and public health, more information is needed on who uses the tool, how often, and for what.

OBJECTIVE

This study aims to characterize the reasons for and types of ChatGPT OHI use and describe the users most likely to engage with the platform.

METHODS

In this cross-sectional survey, patients received invitations to participate via the ResearchMatch platform, a nonprofit affiliate of the National Institutes of Health. A web-based survey measured demographic characteristics, use of ChatGPT and other sources of OHI, experience characterization, and resultant health behaviors. Descriptive statistics were used to summarize the data. Both 2-tailed t tests and Pearson chi-square tests were used to compare users of ChatGPT OHI to nonusers.

RESULTS

Of 2406 respondents, 21.5% (n=517) respondents reported using ChatGPT for OHI. ChatGPT users were younger than nonusers (32.8 vs 39.1 years, P<.001) with lower advanced degree attainment (BA or higher; 49.9% vs 67%, P<.001) and greater use of transient health care (ED and urgent care; P<.001). ChatGPT users were more avid consumers of general non-ChatGPT OHI (percentage of weekly or greater OHI seeking frequency in past 6 months, 28.2% vs 22.8%, P<.001). Around 39.3% (n=206) respondents endorsed using the platform for OHI 2-3 times weekly or more, and most sought the tool to determine if a consultation was required (47.4%, n=245) or to explore alternative treatment (46.2%, n=239). Use characterization was favorable as many believed ChatGPT to be just as or more useful than other OHIs (87.7%, n=429) and their doctor (81%, n=407). About one-third of respondents requested a referral (35.6%, n=184) or changed medications (31%, n=160) based on the information received from ChatGPT. As many users reported skepticism regarding the ChatGPT output (67.9%, n=336), most turned to their physicians (67.5%, n=349).

CONCLUSIONS

This study underscores the significant role of AI-generated OHI in shaping health-seeking behaviors and the potential evolution of patient-provider interactions. Given the proclivity of these users to enact health behavior changes based on AI-generated content, there is an opportunity for physicians to guide ChatGPT OHI users on an informed and examined use of the technology.

Patterns of self-medication and intention to seek pharmacist guidance among older adults during the COVID-19 pandemic in Macao: a cross-sectional study

INTRODUCTION

Self-medication was remarkably popular during the COVID-19 pandemic. In older populations, the risk of self-medication is higher. Pharmacists are well positioned to provide public health education and disease prevention. This study aims to explore the self-medication patterns and intention to seek pharmacist guidance among older adults in Macao.

METHODS

A face-to-face cross-sectional survey was subsequently performed in March-April 2023 among older adults in Macao. The questionnaire was designed based on the Theory of Planned Behavior (TPB) framework. Multiple logistic regression was used to analyze predictors of self-medication behavior and multiple linear regression analysis to determine whether the TPB construct was the predictor of older adults' intention to seek guidance from pharmacists.

RESULTS

A total of 412 participants completed the questionnaire. The self-medication rate among older adults in Macao was 64.2%. The most commonly used types of medications were over-the-counter and traditional Chinese medicine, mainly from government anti-pandemic packages. The majority of individuals engaged in self-medication to treat COVID-19 symptoms or prevent COVID-19 infection. The prevalent reasons for self-medication were the perceived non-seriousness of the illness. 85 years old or older and university degree were significantly associated with self-medication behavior. Older adults had moderate intention to seek pharmacist guidance on medication use. The average scores (standard deviation) were 3.43 (1.10) for Attitude, 2.69 (0.99) for Subjective Norm, 3.56 (1.04) for Perceived Behavioral Control, and 3.07 (1.43) for Intention. Attitude, Subjective Norm, and Perceived Behavioral Control were all strong predictors of intention, which explained 53% of the variance in intention. In demographic factors, age was identified as a significant predictor of intentions.

CONCLUSIONS

Self-medication was widely practiced in Macao during the COVID-19 pandemic. To better control the risks associated with self-medication, the role of pharmacists is paramount. Enhancing the recognition and trust of pharmacists within society, modifying pharmacy management models, and strengthening pharmacists' self-perception of their profession are all pivotal directions areas to further enhance their role.

Knowledge, attitudes, and practices of gouty arthritis in the general population aged > 30

BACKGROUND

A knowledge of gouty arthritis could help in the primary prevention of the disease development and lead to an early diagnosis if it occurs. This study investigated the knowledge, attitudes, and practices (KAP) toward gouty arthritis in the general population > 30 years old.

METHODS

This web-based cross-sectional study was conducted among the general population > 30 years old between January and March 2023 in Chengdu, Sichuan. The questionnaire was designed by the investigators based on the available guidelines (Cronbach's α = 0.846). A score above 70% indicated good knowledge, a positive attitude, and proactive practice. Multivariable and structural equation modeling (SEM) analyses were performed to analyze the factors influencing KAP.

RESULTS

A total of 537 questionnaires were included. The knowledge, attitudes, and practices scores were 13.12 ± 6.41, 25.28 ± 3.97, and 45.25 ± 5.77, respectively. Female (OR = 0.47, 95%CI: 0.31-0.71, P < 0.001), suburban living (OR = 0.18, 95%CI: 0.04-0.78, P = 0.022), heads of institution/organization and professional and technical staff (OR = 2.04, 95%CI: 1.23-3.39, P = 0.006), and an income of < 2,000 yuan (OR = 0.35, 95%CI: 0.14-0.85, P = 0.021) were independently associated with knowledge. Female (OR = 2.17, 95%CI: 1.43-3.30, P < 0.001), age (OR = 1.03, 95%CI: 1.01-1.05, P = 0.001), college and above education (OR = 2.26, 95%CI: 1.16-4.41, P = 0.017), an income of 5,000-10,000 yuan (OR = 2.05, 95%CI: 1.27-3.31, P = 0.003), and an income of > 10,000 yuan (OR = 2.07, 95%CI: 1.12-3.81, P = 0.020) were independently associated with attitudes. Attitude (OR = 1.31, 95%CI: 1.23-1.40, P < 0.001), female (OR = 1.62, 95%CI: 1.01-2.58, P = 0.044), and age (OR = 1.02, 95%CI: 1.00-1.04, P = 0.016) were independently associated with practices. The structural equation modeling analysis showed that knowledge directly influenced attitude (β=-0.10, P < 0.001) and indirectly influenced practice (β=-0.07, P < 0.001), and attitude directly influenced practice (β = 0.68, P < 0.001).

CONCLUSION

The general population over 30 years old had inadequate knowledge, unfavorable attitudes, and less proactive practices toward gouty arthritis. Targeted interventions should focus on enhancing knowledge about gout and promoting positive attitudes toward its management.

Assessing the readability, reliability, and quality of artificial intelligence chatbot responses to the 100 most searched queries about cardiopulmonary resuscitation: An observational study

This study aimed to evaluate the readability, reliability, and quality of responses by 4 selected artificial intelligence (AI)-based large language model (LLM) chatbots to questions related to cardiopulmonary resuscitation (CPR). This was a cross-sectional study. Responses to the 100 most frequently asked questions about CPR by 4 selected chatbots (ChatGPT-3.5 [Open AI], Google Bard [Google AI], Google Gemini [Google AI], and Perplexity [Perplexity AI]) were analyzed for readability, reliability, and quality. The chatbots were asked the following question: "What are the 100 most frequently asked questions about cardio pulmonary resuscitation?" in English. Each of the 100 queries derived from the responses was individually posed to the 4 chatbots. The 400 responses or patient education materials (PEM) from the chatbots were assessed for quality and reliability using the modified DISCERN Questionnaire, Journal of the American Medical Association and Global Quality Score. Readability assessment utilized 2 different calculators, which computed readability scores independently using metrics such as Flesch Reading Ease Score, Flesch-Kincaid Grade Level, Simple Measure of Gobbledygook, Gunning Fog Readability and Automated Readability Index. Analyzed 100 responses from each of the 4 chatbots. When the readability values of the median results obtained from Calculators 1 and 2 were compared with the 6th-grade reading level, there was a highly significant difference between the groups (P < .001). Compared to all formulas, the readability level of the responses was above 6th grade. It can be seen that the order of readability from easy to difficult is Bard, Perplexity, Gemini, and ChatGPT-3.5. The readability of the text content provided by all 4 chatbots was found to be above the 6th-grade level. We believe that enhancing the quality, reliability, and readability of PEMs will lead to easier understanding by readers and more accurate performance of CPR. So, patients who receive bystander CPR may experience an increased likelihood of survival.

Knowledge, attitude, and practice toward ultrasound screening for breast cancer among women

Background

Several obstacles can hinder breast cancer screening. This study aimed to investigate the knowledge, attitude, and practice (KAP) toward ultrasound screening for breast cancer in women.

Methods

This cross-sectional study recruited women who visited the breast specialist clinic of Zhongshan City People's Hospital (a tertiary hospital) between August 2022 and April 2023 through convenience sampling. KAP scores ≥70% were considered adequate.

Results

This study enrolled 501 participants. The mean knowledge, attitude, and practice levels were 8.56 ± 1.81/12 (possible range 0-12, 71.33%), 29.80 ± 2.71 (possible range 8-40, 74.50%), and 32.04 ± 3.09 (possible range 8-40, 80.10%). Senior high school education (vs. junior high school and below, coefficient = 1.531, 95%CI: 1.013-2.312, p = 0.044), bachelor's education and above (vs. junior high school and below, coefficient = 5.315, 95%CI: 3.546-7.966, p < 0.001), housewife or unemployed (vs. employed, coefficient = 0.671, 95%CI: 0.466-0.966, p = 0.032), and a history of breast ultrasound (vs. no, coefficient = 1.466, 95%CI: 1.121-1.917, p = 0.005) were independently and positively associated with knowledge. Knowledge (coefficient = 1.303, 95%CI: 1.100-1.544, p = 0.002) and monthly income >10,000 (vs. <5,000, coefficient = 4.364, 95%CI: 1.738-10.956, p = 0.002) were independently and positively associated with attitude. Only attitude (coefficient = 1.212, 95%CI: 1.096-1.340, p < 0.001) was independently and positively associated with the practice. A structural equation modeling (SEM) analysis was used to estimate causality among KAP dimensions, showing that knowledge directly influenced attitude (β = -1.090, p = 0.015), knowledge did not directly influence practice (β = -0.117, p = 0.681) but had an indirect influence (β = 0.826, p = 0.028), and attitude directly influenced practice (β = -0.757, p = 0.016).

Conclusion

Women in Zhongshan City had good knowledge, favorable attitudes, and active practice toward breast ultrasound screening for breast cancer. Women's characteristics associated with a poorer KAP were identified, allowing for more targeted interventions.

Are They Important? Patients' Communication Barriers to Discussing Online Health Information During Consultations

A minority of the patients who search for online health information report discussing or having an intention to discuss this information with their healthcare provider. Not discussing online health information inhibits the provision of patient-centered care and limits the healthcare provider's possibility to tackle misinformation. Within the confines of the linguistic model of patient participation, we first provide an overview of barriers to discussing online health information during consultations. Second, we pinpoint which of these barriers indicate a need for improvement. Participants from the Netherlands (N = 300) completed a survey that measured the communication barriers (N = 15) as identified based on previous literature and interviews. Using the QUality Of Care Through the patient's Eyes (QUOTE) approach, we measured the extent to which a specific factor was a barrier ("importance") and assessed whether the barrier would withhold patients from discussing online health information ("performance"). Scores on importance and performance were multiplied to identify which barriers show the most significant room for improvement. Especially "preferring to discuss other matters" often occurred. Nine barriers showed a moderate need for improvement. We discuss the implications of these findings for healthcare providers in consultations. Future research should include observational data to analyze communication barriers to discussing online health information in consultations.

The roles of health literacy and social support in the association between smartphone ownership and frailty in older adults: a moderated mediation model

BACKGROUND

Understanding the role of smartphones to promote the health status of older adults is important in the digital society. Little is known about the effects of having smartphones on physical frailty despite its positive effect on the well-being of older adults. This study aimed to explore the association between smartphone ownership and frailty in community-dwelling older adults and its underlying mechanism.

METHODS

We used data from the Korean Frailty and Aging Cohort Study and analyzed 2,469 older adults aged 72-86 years. Frailty, health literacy, and social support were assessed by Fried's frailty phenotype, the Behavioral Risk Factor Surveillance System health literacy module, and the Enhancing Recovery in Coronary Heart Disease (ENRICHD) Social Support Instrument, respectively. The mediation model and moderated mediation model were estimated, where the mediator was health literacy and the moderator was social support, to explore the relationship between smartphone ownership and frailty.

RESULTS

Of our study participants, 58.9% owned smartphones, and 10.9% were classified as frail. Smartphone ownership was negatively associated with frailty (β = -0.623, p < 0.001). Health literacy mediated the relationship between smartphone ownership and frailty (β = -0.154, boot confidence interval [CI] = - 0.222, - 0.096), and social support moderated the mediation effect (β = -0.010, Boot CI = - 0.016, - 0.004).

CONCLUSIONS

Owning smartphones among older adults could reduce the risk of frailty. Promoting health literacy and social support among older adults with smartphones would be effective to prevent frailty.

Experimenting With the New Frontier: Artificial Intelligence-Powered Chat Bots in Hand Surgery

Background: Increased utilization of artificial intelligence (AI)-driven search and large language models by the lay and medical community requires us to evaluate the accuracy of AI responses to common hand surgery questions. We hypothesized that the answers to most hand surgery questions posed to an AI large language model would be correct. Methods: Using the topics covered in Green's Operative Hand Surgery 8th Edition as a guide, 56 hand surgery questions were compiled and posed to ChatGPT (OpenAI, San Francisco, CA). Two attending hand surgeons then independently reviewed ChatGPT's answers for response accuracy, completeness, and usefulness. A Cohen's kappa analysis was performed to assess interrater agreement. Results: An average of 45 of the 56 questions posed to ChatGPT were deemed correct (80%), 39 responses were deemed useful (70%), and 32 responses were deemed complete (57%) by the reviewers. Kappa analysis demonstrated "fair to moderate" agreement between the two raters. Reviewers disagreed on 11 questions regarding correctness, 16 questions regarding usefulness, and 19 questions regarding completeness. Conclusions: Large language models have the potential to both positively and negatively impact patient perceptions and guide referral patterns based on the accuracy, completeness, and usefulness of their responses. While most responses fit these criteria, more precise responses are needed to ensure patient safety and avoid misinformation. Individual hand surgeons and surgical societies must understand these technologies and interface with the companies developing them to provide our patients with the best possible care.

Critical evaluation of YouTube videos regarding the all-on-4 dental implant treatment concept: A content-quality analysis

STATEMENT OF PROBLEM

Rehabilitation of complete edentulous arches by using the all-on-4 dental implant treatment concept is a well-established procedure. Considering the popularity of YouTube as a source for health-related information, a thorough investigation of the content-quality and reliability of videos regarding the all-on-4 concept is lacking.

PURPOSE

The purpose of this cross-sectional analysis was to critically appraise the content-quality and reliability of YouTube videos regarding the all-on-4 dental implant treatment concept as a source of information for patients, students, and dentists.

MATERIAL AND METHODS

A comprehensive search was performed on the YouTube website using the specific keyword "All-on-4," which was identified as the most appropriate search term by the Google Trends website. Only English language videos regarding the all-on-4 dental implant treatment concept were included for systematic analyses. Following the eligibility criteria, the included videos were assessed for their demographic characteristics and quality-content. Based on the content score, the videos were categorized as low content (LC) and moderate + high content (MHC) groups. Further, qualitative analyses were performed by using the DISCERN tool and a global quality (GQ) scale. Statistical analyses were conducted by using the Mann-Whitney U test and the Spearman correlation analysis (α=.05).

RESULTS

Of 250 screened videos, only 73 were eligible for final analyses. The included videos presented an average 123 846 (range, 4 to 3 182 404) views with a mean duration of 528 (range, 12 to 1699) seconds. In addition, the average number of likes was 1122 (range, 0 to 3300), but, remarkably, none of the included videos received any dislikes. Overall, the mean content-quality score was 6.2 ±3.8, thus indicating low-quality content. The average DISCERN and GQ scores were 47.73 ±9.94 and 3.41 ±0.95, with the Spearman rank correlation test showing a strong positive correlation (r=.732; P<.001) among the total obtained scores. Moreover, statistically significant differences were reported between the LC and MHC groups for both DISCERN and GQ scores (P<.001).

CONCLUSIONS

The reliability of YouTube videos regarding the all-on-4 dental implant treatment concept is questionable, as they exhibit poor content-quality, thus making them an unreliable source for patients, students, and dentists seeking accurate information.

Comprehensiveness, Accuracy, and Readability of Exercise Recommendations Provided by an AI-Based Chatbot: Mixed Methods Study

BACKGROUND

Regular physical activity is critical for health and disease prevention. Yet, health care providers and patients face barriers to implement evidence-based lifestyle recommendations. The potential to augment care with the increased availability of artificial intelligence (AI) technologies is limitless; however, the suitability of AI-generated exercise recommendations has yet to be explored.

OBJECTIVE

The purpose of this study was to assess the comprehensiveness, accuracy, and readability of individualized exercise recommendations generated by a novel AI chatbot.

METHODS

A coding scheme was developed to score AI-generated exercise recommendations across ten categories informed by gold-standard exercise recommendations, including (1) health condition-specific benefits of exercise, (2) exercise preparticipation health screening, (3) frequency, (4) intensity, (5) time, (6) type, (7) volume, (8) progression, (9) special considerations, and (10) references to the primary literature. The AI chatbot was prompted to provide individualized exercise recommendations for 26 clinical populations using an open-source application programming interface. Two independent reviewers coded AI-generated content for each category and calculated comprehensiveness (%) and factual accuracy (%) on a scale of 0%-100%. Readability was assessed using the Flesch-Kincaid formula. Qualitative analysis identified and categorized themes from AI-generated output.

RESULTS

AI-generated exercise recommendations were 41.2% (107/260) comprehensive and 90.7% (146/161) accurate, with the majority (8/15, 53%) of inaccuracy related to the need for exercise preparticipation medical clearance. Average readability level of AI-generated exercise recommendations was at the college level (mean 13.7, SD 1.7), with an average Flesch reading ease score of 31.1 (SD 7.7). Several recurring themes and observations of AI-generated output included concern for liability and safety, preference for aerobic exercise, and potential bias and direct discrimination against certain age-based populations and individuals with disabilities.

CONCLUSIONS

There were notable gaps in the comprehensiveness, accuracy, and readability of AI-generated exercise recommendations. Exercise and health care professionals should be aware of these limitations when using and endorsing AI-based technologies as a tool to support lifestyle change involving exercise.

Evaluation of YouTube As A Source For Graves' Disease Information: Is High-Quality Guideline-Based Information Available?

Objective

To understand the quality of informational Graves' disease (GD) videos on YouTube for treatment decision-making quality and inclusion of American Thyroid Association (ATA) treatment guidelines.

Study Design

Cross-sectional cohort.

Setting

Informational YouTube videos with subject matter "Graves' Disease treatment."

Method

The top 50 videos based on our query were assessed using the DISCERN instrument. This validated algorithm discretely rates treatment-related information from excellent (≥4.5) to very poor (<1.9). Videos were also screened for ATA guideline inclusion. Descriptive statistics were used for cohort characterization. Univariate and multivariate linear regressions characterized factors associated with DISCERN scores. Significance was set at P < .05.

Results

The videos featured 57,513.43 views (SD = 162,579.25), 1054.70 likes (SD = 2329.77), and 168.80 comments (SD = 292.97). Most were patient education (52%) or patient experience (24%). A minority (40%) were made by thyroid specialists (endocrinologists, endocrine surgeons, or otolaryngologists). Under half did not mention all 3 treatment modalities (44%), and 54% did not mention any ATA recommendations. Overall, videos displayed poor reliability (mean = 2.26, SD = 0.67), treatment information quality (mean = 2.29, SD = 0.75), and overall video quality (mean = 2.47, SD = 1.07). Physician videos were associated with lower likes, views, and comments (P < .001) but higher DISCERN reliability (P = .015) and overall score (P = .019). Longer videos (P = .015), patient accounts (P = .013), and patient experience (P = .002) were associated with lower scores.

Conclusion

The most available GD treatment content on YouTube varies significantly in the quality of medical information. This may contribute to suboptimal disease understanding, especially for patients highly engaged with online health information sources.

Assessing Laryngectomy Patient Education on YouTube: Investigating Quality and Reliability

Objective

This study aimed to characterize the quality of laryngectomy-related patient education on YouTube and understand factors impacting video content quality.

Study Design

Cross-sectional cohort analysis.

Setting

Laryngectomy-related videos on YouTube.

Methods

YouTube was anonymously queried for various laryngectomy procedure search terms. Video quality was evaluated using the validated DISCERN instrument which assesses treatment-related information quality. Descriptive statistics were used to characterize our cohort. Univariate and multivariable linear regression were used to assess factors associated with increased DISCERN score. Significance was set at P < .05.

Results

Our 78-video cohort exhibited moderate levels of engagement, averaging 13,028.40 views (SD = 24,246.93), 69.79 likes (SD = 163.75), and 5.27 comments (SD = 18.81). Videos were most frequently uploaded to accounts belonging to physicians (43.59%) or health care groups (41.03%) and showcased operations (52.56%) or physician-led education (20.51%). Otolaryngologists were featured in most videos (85.90%), and most videos originated outside the United States (67.95%). Laryngectomy videos demonstrated poor reliability (mean = 2.35, SD = 0.77), quality of treatment information (mean = 1.92, SD = 0.86), and overall video quality (mean = 1.97, SD = 1.12). In multivariable linear regression, operative videos were associated with lower video quality relative to nonoperative videos (β = -1.63, 95% confidence interval [CI] = [-2.03 to -1.24], P < .001); the opposite was true for videos from accounts with higher subscriber counts (β = 0.02, 95% CI = [0.01-0.03], P = .005).

Conclusion

The quality and quantity of YouTube's laryngectomy educational content is limited. There is an acute need to increase the quantity and quality of online laryngectomy-related content to better support patients and caregivers as they cope with their diagnosis, prepare for, and recover from surgery.

Health literacy and the role of social support in different age groups: results of a German cross-sectional survey

BACKGROUND

Scholars demand more focus on context-related factors of health literacy as the management of health information is seen as a social practice. One prominent factor is social support that is expected to be particularly relevant for persons vulnerable for low health literacy. It was shown that health literacy can differ across the life span and especially older people have been demonstrated to be vulnerable for low health literacy. Therefore, health literacy and the relation of social support on health literacy in different age groups should be investigated.

METHODS

In a German nationwide survey 2,151 adults were interviewed face-to-face. General comprehensive health literacy was measured with the HLS19-Q47 which differentiates single steps of health information management - access, understand, appraise, and apply. Social support was measured with the Oslo 3 Social Support Scale. Bivariate and multivariate analyses were performed for all respondents and for five age groups.

RESULTS

Health literacy is relatively low in all age groups but particularly low among old-old people (76 + years). Also, the youngest adults (18-29 years) have slightly lower health literacy than middle-aged adults. On average, health literacy is higher among people with higher social support but this association varies between age groups. It tends to be quite strong among younger adults (18-45 years) and young-old persons (65-75 years) but is weak among older middle-aged (46-64 years) and old-old persons. The association also differs between steps of information management. It is stronger for accessing and applying information but there are differences in age groups as well.

CONCLUSIONS

Social support is a relevant aspect to improve individuals' health literacy and therefore should be addressed in interventions. However, it is necessary to differentiate between age groups. While both young adults and particularly old-old persons are challenged by health information management, young adults can strongly profit from social support whereas it can barely compensate the low health literacy of old-old persons. In addition, different challenges in information management steps in different age groups need to be considered when designing health literacy interventions. Thus, target group specific services and programs are needed.

Sources and Level of Nutrition Knowledge Among Adults in Lahore: A Cross-Sectional Descriptive Study

OBJECTIVE

This study was aimed at identifying the sources and basic nutrition knowledge among the citizens of Lahore.

METHODS

This cross-sectional study was conducted in the metropolis city of Lahore, Pakistan. Four hundred and seventy-six adult citizens of Lahore participated. A random sampling method was used to collect data through a food frequency questionnaire consisting of 23 questions. The questionnaire designed for this study contained questions about demographics, sources of nutrition information, the reliability of these sources of nutrition information, and basic nutrition knowledge. The highest possible score of the questionnaire was marked as 15, and a mean value of 7.5 was used to categorize the low and high values for variables like nutrition knowledge.

RESULTS

The majority of participants (34.2%) took nutrition information from their families, healthcare professionals (23.9%), and online resources (23.5%). The most reliable source for nutrition information was healthcare professionals (78.6%). Many participants (65.30%) had high nutrition-related basic knowledge, and 34.70% had low knowledge. Although more than 50% of participants reported having high nutrition knowledge, but they were not aware of how to read food labels. Those citizens who referred to online resources for information about nutrition knowledge usually got better results regarding nutrition knowledge.

CONCLUSION

There is a need for more extensive research to identify the quality of sources for nutrition information to form better policies and plans that can be integrated and adopted at the community and national levels to increase the overall nutrition knowledge of people.

Beliefs Underlying Colorectal Cancer Information Seeking Among Young Black Adults: a Reasoned Action Approach Elicitation Study

Colorectal cancer in younger adults is more likely to be diagnosed at an advanced stage. Furthermore, younger Black adults are more likely to be diagnosed with and die from colorectal cancer than younger White adults. Given these persistent racial disparities, urgent attention is needed to increase colorectal cancer awareness and information seeking among young Black adults. Guided by the reasoned action approach, the purpose of this study was to identify behavioral, normative, and control beliefs that influence general colorectal cancer information seeking, talking to a healthcare provider about colorectal cancer, and talking to family about cancer history. The sample included N = 194 participants; Mage = 28.00 (SD = 5.48). Thirty-one percent had ever searched for colorectal cancer information. We identified salient educational advantages to seeking information about colorectal cancer and talking to healthcare providers and family members about cancer history. Barriers included fear, misinformation, low priority, inaccessibility of information, and lack of interest or willingness. This is one of the few studies to investigate cancer communication behaviors among young Black adults. The findings can inform interventions to motivate engagement in cancer communication behaviors.

A muti-informant national survey on the impact of COVID-19 on mental health symptoms of parent-child dyads in Canada

The COVID-19 pandemic negatively impacted the mental health of children, youth, and their families which must be addressed and prevented in future public health crises. Our objective was to measure how self-reported mental health symptoms of children/youth and their parents evolved during COVID-19 and to identify associated factors for children/youth and their parents including sources accessed for information on mental health. We conducted a nationally representative, multi-informant cross-sectional survey administered online to collect data from April to May 2022 across 10 Canadian provinces among dyads of children (11-14 years) or youth (15-18 years) and a parent (> 18 years). Self-report questions on mental health were based on The Partnership for Maternal, Newborn & Child Health and the World Health Organization of the United Nations H6+ Technical Working Group on Adolescent Health and Well-Being consensus framework and the Coronavirus Health and Impact Survey. McNemar's test and the test of homogeneity of stratum effects were used to assess differences between children-parent and youth-parent dyads, and interaction by stratification factors, respectively. Among 933 dyads (N = 1866), 349 (37.4%) parents were aged 35-44 years and 485 (52.0%) parents were women; 227 (47.0%) children and 204 (45.3%) youth were girls; 174 (18.6%) dyads had resided in Canada < 10 years. Anxiety and irritability were reported most frequently among child (44, 9.1%; 37, 7.7%) and parent (82, 17.0%; 67, 13.9%) dyads, as well as among youth (44, 9.8%; 35, 7.8%) and parent (68, 15.1%; 49, 10.9%) dyads; children and youth were significantly less likely to report worsened anxiety (p < 0.001, p = 0.006, respectively) or inattention (p < 0.001, p = 0.028, respectively) compared to parents. Dyads who reported financial or housing instability or identified as living with a disability more frequently reported worsened mental health. Children (96, 57.1%), youth (113, 62.5%), and their parents (253, 62.5%; 239, 62.6%, respectively) most frequently accessed the internet for mental health information. This cross-national survey contextualizes pandemic-related changes to self-reported mental health symptoms of children, youth, and families.

Strengthening polio vaccine demand in Ghana: Understanding the factors influencing uptake of the vaccine and the effectiveness of different message frames

BACKGROUND

Ghana has experienced recent polio outbreaks. Behavioral insights can be used to understand behavior and create demand for the polio vaccine.

METHODS

This cross-sectional study is based on an interactive mobile phone survey that explored factors influencing the uptake of the polio vaccine among Ghanaian mothers with children younger than five years old. The survey also explores the mothers' intention to vaccinate their children in the future as well as an experiment with short polio vaccine voice message nudges to identify the most effective message frames in encouraging vaccination. The study sample was drawn from volunteers from a mobile service platform. Linear probability model regressions with Ordinary Least Squares (OLS) estimates were used to analyze the data.

RESULTS

In total, data from 708 caregivers was assessed. Out of the sample, 35% (n = 250) had not vaccinated their children against polio, around 8% (n = 53) of respondents stated they did not plan to do so, while 28% expressed intent to do so during the next polio vaccination campaign. Higher vaccination of children against polio, i.e. better uptake of the polio vaccine, appeared to be associated with children's caregivers knowing that polio causes paralysis (with a coefficient of 0.13 (95% CI: 0.02, 0.24), i.e. 13% more likely than not to have their child vaccinated). Higher vaccine uptake also appeared to be associated with the perception that the polio vaccine is safe (with a coefficient of 0.11 (95% CI: 0.01, 0.22), i.e. 11% more likely than not to have their child vaccinated). Another factor in increasing vaccine uptake is whether caregivers receive support from healthcare workers with a coefficient of 0.11 (95% CI: 0.02, 0.20), i.e. 11% more likely than not to have their child vaccinated. Crucially, difficulty accessing the polio vaccine appeared to be associate with a negative change in vaccine uptake (with a coefficient of -0.16 (95% CI: -0.23, -0.08), i.e. 16% less likely to have their child vaccinated). Satisfaction with the information provided by vaccinators was also associated with better vaccine uptake (with a coefficient of 0.12 (95% CI: 0.05, 0.20) i.e. 12% more likely than not to have their child vaccinated); and having seen or heard something negative about the polio vaccine with a coefficient of 0.10 (95% CI: 0.03, 0.17), i.e. 10% more likely than not to have their child vaccinated. The social norms message frame was statistically significant with a coefficient of 0.06 (95% CI: -0.004, 012).

CONCLUSION

The findings from this study suggest that most women with children under the age of 5 appear to have vaccinated their children against polio. Many more caregivers express an intention to vaccinate their children, never having done so before. The behavior and the intention to vaccinate are both driven by a number of factors that must be addressed to create demand for the polio vaccine. Targeted message frames appeared to be statistically significant drivers of vaccine uptake. However, more research is required to understand how they impact vaccine behavior and future intention for vaccination.

Effects of information sources on public preventive behaviors in health emergencies: Evidence from a digital epidemiologic study during the COVID-19 pandemic

Introduction

It has been approved that information sources would affect public behaviors. However, due to the outbreak of COVID-19, this influence was enhanced and showed a distinctive pattern among different populations, which has been less noticed before. We aimed to investigate the potential roles of different information sources in COVID-19 preventive behaviors of different publics.

Methods

A cross-sectional online survey with 11,190 participants from 33 province-level regions in China was conducted during the COVID-19 pandemic. Sociodemographic characteristics, COVID-19 preventive behaviors, and information sources for COVID-19-related information were assessed. A mixed linear model was used to analyze risk factors of COVID-19 preventive behaviors. The effects of different information sources on COVID-19 prevention behaviors of different publics were analyzed.

Results

Generally, the Chinese public had good COVID-19 preventive behaviors, and the top three COVID-19 preventive behaviors with the higher action rate were avoiding eat bushmeat (76.1%), a healthy diet (74.8%), and avoiding contact with people with symptoms of respiratory diseases (73.0%). About information sources, 12320 telephone (National Public Health Hotline) (-0.62, 95% CI: -0.94 to -0.31) and acquaintances consulting (-1.00, 95% CI: -1.31 to -0.69) were negatively associated with COVID-19 preventive behaviors, while internet resources, family doctors, hospitals, and community health centers were positively associated with COVID-19 preventive behaviors (1.00 vs. 0.47 vs. 0.46 vs. 0.33, P < 0.05). For older adults, accessing to COVID-19-related information through family doctors and community health centers were positively associated with COVID-19 preventive behaviors. For the non-educated, family doctors and community health centers had positive effects on their COVID-19 preventive behaviors. Family doctors and internet resources were positively associated with COVID-19 preventive behaviors among those earning 5,000 yuans and above. The effects of family doctors, hospitals, and internet resources were higher for COVID-19 preventive behaviors of urban publics than for rural publics. Finally, the effect of internet resources on COVID-19 preventive behaviors of females was lower than males.

Conclusions

Obtaining COVID-19-related information through internet resources had the most significant effect on COVID-19 preventive behaviors, but was not significant among publics with old age, low education, low income, and living in rural area.

Health Information Sourcing and Health Knowledge Quality: Repeated Cross-sectional Survey

Background

People’s health-related knowledge influences health outcomes, as this knowledge may influence whether individuals follow advice from their doctors or public health agencies. Yet, little attention has been paid to where people obtain health information and how these information sources relate to the quality of knowledge.

Objective

We aim to discover what information sources people use to learn about health conditions, how these sources relate to the quality of their health knowledge, and how both the number of information sources and health knowledge change over time.

Methods

We surveyed 200 different individuals at 12 time points from March through September 2020. At each time point, we elicited participants’ knowledge about causes, risk factors, and preventative interventions for 8 viral (Ebola, common cold, COVID-19, Zika) and nonviral (food allergies, amyotrophic lateral sclerosis [ALS], strep throat, stroke) illnesses. Participants were further asked how they learned about each illness and to rate how much they trust various sources of health information.

Results

We found that participants used different information sources to obtain health information about common illnesses (food allergies, strep throat, stroke) compared to emerging illnesses (Ebola, common cold, COVID-19, Zika). Participants relied mainly on news media, government agencies, and social media for information about emerging illnesses, while learning about common illnesses from family, friends, and medical professionals. Participants relied on social media for information about COVID-19, with their knowledge accuracy of COVID-19 declining over the course of the pandemic. The number of information sources participants used was positively correlated with health knowledge quality, though there was no relationship with the specific source types consulted.

Conclusions

Building on prior work on health information seeking and factors affecting health knowledge, we now find that people systematically consult different types of information sources by illness type and that the number of information sources people use affects the quality of individuals’ health knowledge. Interventions to disseminate health information may need to be targeted to where individuals are likely to seek out information, and these information sources differ systematically by illness type.

Disparity and Factors Associated With Internet Health Information Seeking Among US Adults Living With Diabetes Mellitus: Cross-sectional Study

Background

Many patients with chronic medical conditions search the internet to obtain medical advice and health information to improve their health condition and quality of life. Diabetes is a common chronic disease that disproportionately affects different race and ethnicity groups in the United States. In the existing literature on the popularity of internet health information seeking among persons with a chronic medical condition, there are limited data on US adults living with diabetes.

Objective

This study aims to examine the factors associated with internet health information seeking among US adults living with diabetes and whether there is a disparity in internet health information seeking stratified by race and ethnicity.

Methods

We conducted a cross-sectional study using the Health Information National Trends Survey data from 2017 to 2020. We selected our study sample based on respondents’ reports on whether they were told they had diabetes, and our primary outcome was internet health information–seeking behavior. We used 2 multivariable logistic regression models to examine the effects of sociodemographic factors and other covariates on the internet health information–seeking behavior of adults with diabetes. Jackknife replicate weights were used to provide bias-corrected variance estimates.

Results

Our study sample included 2903 adults who self-reported that they had diabetes. In total, 60.08% (1744/2903) were non-Hispanic White individuals, 46.88% (1336/2850) were men, and 64% (1812/2831) had some college or graduate education. The prevalence of internet health information seeking in this population was 64.49% (1872/2903), and the main factors associated with internet health information seeking included education level (some college vs less than high school: odds ratio [OR] 1.42, 95% CI 1.44-1.88; and college graduate or higher vs less than high school: OR 2.50, 95% CI 1.79-3.50), age (age group ≥65 years vs age group 18-44 years: OR 0.46, 95% CI 0.34-0.63), and household income level (P<.001). In addition, we found significant differences in the effects of predictors stratified by race.

Conclusions

The findings from this study suggest that internet health information seeking is common among US adults living with diabetes. Internet health information could influence the relationship between health care providers and adults living with diabetes and improve their self-management and quality of life.

Factors Associated with Confidence in Using the Internet to Access Health Information: A Cross-Sectional Data Analysis (Preprint)

BACKGROUND

Confidence in health information access is a measure of the perceived ability to obtain health information. One's beliefs or perceived ability to access health information is particularly important in understanding trends in health care access. Previous literature has found that access to health information is lowest among society's most vulnerable population groups. These groups include older, less educated, and low-income populations. While health confidence has previously been used as a scale to measure health outcomes, additional research is needed describing the demographic factors associated with users' confidence in health information access. This may be a key component of health information seeking that affects beneficial health outcomes such as prevention and treatment.

OBJECTIVE

This study examines the demographic factors associated with the levels of confidence in using the internet to access health information for adults 18 years and older in the United States.

METHODS

Using a cross-sectional design, secondary data from the Health Information National Trends Survey (HINTS) 5, Cycle 3 (2019) were analyzed (N=5374). An ordinal regression stratified by internet use was used to determine the association between demographic characteristics and level of confidence in health information access.

RESULTS

When the internet is the primary source for health information, high school graduates (adjusted odds ratio [AOR] 0.58, 95% CI 0.37-0.89) compared to those with a college degree or more had significantly lower odds of being confident in obtaining health information. In addition, non-Hispanic Asian participants (AOR 0.44, 95% CI 0.24-0.82) compared to non-Hispanic White participants, male participants (AOR 0.72, 95% CI 0.54-0.97) compared to female participants, and those who made between US $20,000-$35,000 annually (AOR 0.55, 95% CI 0.31-0.98) compared to those who made US $75,000 or more annually had significantly lower odds of being confident in obtaining health information via the internet. Moreover, when the internet is the primary source for health information, those with health insurance had significantly higher odds of being confident in obtaining health information (AOR 2.91, 95% CI 1.58-5.34) compared to those who do not have health insurance. Lastly, a significant association was observed between confidence in health information access and primary health information source and frequency of visiting a health care provider.

CONCLUSIONS

Confidence in accessing health information can differ by individual demographics. Accessing health-related information from the internet has become increasingly more common and can provide insight into health information-seeking behaviors. Further exploration of these factors can inform the science of health education by providing deeper insight into improving access to health information for vulnerable populations.

A scoping review of information provided within degenerative cervical myelopathy education resources: Towards enhancing shared decision making

BACKGROUND

Degenerative cervical myelopathy (DCM) is a chronic neurological condition estimated to affect 1 in 50 adults. Due to its diverse impact, trajectory and management options, patient-centred care and shared decision making are essential. In this scoping review, we aim to explore whether information needs in DCM are currently being met in available DCM educational resources. This forms part of a larger Myelopathy.org project to promote shared decision making in DCM.

METHODS

A search was completed encompassing MEDLINE, Embase and grey literature. Resources relevant to DCM were compiled for analysis. Resources were grouped into 5 information types: scientific literature, videos, organisations, health education websites and patient information leaflets. Resources were then further arranged into a hierarchical framework of domains and subdomains, formed through inductive analysis. Frequency statistics were employed to capture relative popularity as a surrogate marker of potential significance.

RESULTS

Of 2674 resources, 150 information resources addressing DCM were identified: 115 scientific literature resources, 28 videos, 5 resources from health organisations and 2 resources from health education websites. Surgical management was the domain with the largest number of resources (66.7%, 100/150). The domain with the second largest number of resources was clinical presentation and natural history (28.7%, 43/150). Most resources (83.3%, 125/150) were designed for professionals. A minority (11.3% 17/150) were written for a lay audience or for a combined audience (3.3%, 5/150).

CONCLUSION

Educational resources for DCM are largely directed at professionals and focus on surgical management. This is at odds with the needs of stakeholders in a lifelong condition that is often managed without surgery, highlighting an unmet educational need.

Impact of language preference and health literacy on health information-seeking experiences among a low-income, multilingual cohort

OBJECTIVE

We examined the impact of language preference and health literacy on health information-seeking experiences in a multilingual, low-income cohort.

METHODS

We administered a modified Health Information National Trends Survey in English, Spanish, and Chinese to a sample of San Francisco city/county residents. Using multivariable logistic regression analyses, we assessed how language and health literacy impact health information-seeking experiences (confidence, effort, frustration, quality concerns, and difficulty understanding information), adjusting for age, gender, race/ethnicity, education, usual place of care, health status, information-seeking behaviors, and smartphone ownership.

RESULTS

Of 1000 participants (487 English-speaking, 256 Spanish-speaking, 257 Chinese-speaking), 820 (82%) reported at least one negative health information-seeking experience. Chinese-language was associated with frustration (aOR = 2.56; 1.12-5.86). Difficulty understanding information was more likely in Spanish-language respondents (aOR = 3.58; 1.25-10.24). Participants with limited health literacy reported more effort (aOR = 1.97; 1.22-3.17), frustration (aOR = 2.09; 1.28-3.43), concern about quality (aOR = 2.72; 1.60-4.61), and difficulty understanding information (aOR = 2.53; 1.58-4.05). Language and literacy impacted confidence only in the interaction term between Chinese-speakers and health literacy.

CONCLUSION

We found that negative health information-seeking experiences were common in non-English speaking populations those with limited health literacy.

PRACTICE IMPLICATIONS

Health communication efforts should consider both language preference and health literacy to ensure accessibility for all patients.

COVID-19 Vaccine Hesitancy Among Healthcare Personnel Who Generally Accept Vaccines

To identify psychological antecedents of COVID-19 vaccine hesitancy among healthcare personnel (HCP). We surveyed 4603 HCP to assess psychological antecedents of their vaccination decisions (the ‘5 Cs’) for vaccines in general and for COVID-19 vaccines. Most HCP accept vaccines, but many expressed hesitancy about COVID-19 vaccines for the psychological antecedents of vaccination: confidence (vaccines are effective), complacency (vaccines are unnecessary), constraints (difficult to access), calculation (risks/benefits), collective responsibility (need for vaccination when others vaccinate). HCP who were hesitant only about COVID-19 vaccines differed from HCP who were consistently hesitant: those with lower confidence were more likely to be younger and women, higher constraints were more likely to have clinical positions, higher complacency were more likely to have recently cared for COVID-19 patients, and lesser collective responsibility were more likely to be non-white. These results can inform interventions to encourage uptake of COVID-19 vaccines in HCP.

Who displays dementia-related stigma and what does the general public know about dementia? Findings from a nationally representative survey

OBJECTIVES

To identify the characteristics of those who tend to hold stigmatising beliefs and behaviours towards people living with dementia to inform dementia education and the targeting of interventions to reduce dementia-related stigma.

A nationally representative telephone survey of 1000 Australians aged 18-93 years was conducted to assess general knowledge of dementia and dementia-related stigma. A single open-ended question was used to assess participants' general knowledge of dementia. Modified items from the Lay Public Dimension of the Family Stigma in Alzheimer's Disease Scale were used to assess dementia-related stigma.

Only 26% of participants demonstrated good dementia knowledge while almost half of the participants had a mixed understanding of dementia. Dementia-related negative cognitive attributions were found to be higher in (1) the older age cohorts, (2) amongst individuals who know someone with dementia, (3) speak a language other than English at home, and (4) have a better understanding of dementia. Older age cohorts, men, those who do not know someone with dementia, and those who speak a non-English language at home also reported significantly higher discriminatory behavioural reactions compared to the younger age cohorts, females, those who know someone with dementia, and those who speak English only at home.

This study identifies a need for improved public education about dementia. A structured approach to the development of strategies that is specifically tailored to different age, gender and cultural groups may provide a beneficial approach to help improve dementia knowledge and reduce dementia-related stigma in the population.

Mobile Device Ownership, Current Use, and Interest in Mobile Health Interventions Among Low-Income Older Chinese Immigrants With Type 2 Diabetes: Cross-sectional Survey Study

Background

Chinese immigrants suffer a disproportionately high type 2 diabetes (T2D) burden and tend to have poorly controlled disease. Mobile health (mHealth) interventions have been shown to increase access to care and improve chronic disease management in minority populations. However, such interventions have not been developed for or tested in Chinese immigrants with T2D.

Objective

This study aims to examine mobile device ownership, current use, and interest in mHealth interventions among Chinese immigrants with T2D.

Methods

In a cross-sectional survey, Chinese immigrants with T2D were recruited from Chinese community centers in New York City. Sociodemographic characteristics, mobile device ownership, current use of social media software applications, current use of technology for health-related purposes, and interest in using mHealth for T2D management were assessed. Surveys were administered face-to-face by bilingual study staff in the participant’s preferred language. Descriptive statistics were used to characterize the study sample and summarize technology use.

Results

The sample (N=91) was predominantly female (n=57, 63%), married (n=68, 75%), and had a high school education or less (n=58, 64%); most participants had an annual household income of less than US $25,000 (n=63, 69%) and had limited English proficiency (n=78, 86%). The sample had a mean age of 70 (SD 11) years. Almost all (90/91, 99%) participants had a mobile device (eg, basic cell phones, smart devices), and the majority (n=83, 91%) reported owning a smart device (eg, smartphone or tablet). WeChat was the most commonly used social media platform (65/91, 71%). When asked about their top source for diabetes-related information, 63 of the 91 participants (69%) reported health care providers, followed by 13 who reported the internet (14%), and 10 who reported family, friends, and coworkers (11%). Less than one-quarter (21/91, 23%) of the sample reported using the internet to search for diabetes-related information in the past 12 months. About one-third of the sample (34/91, 37%) reported that they had watched a health-related video on their cell phone or computer in the past 12 months. The majority (69/91, 76%) of participants reported interest in receiving an mHealth intervention in the future to help with T2D management.

Conclusions

Despite high mobile device ownership, the current use of technology for health-related issues remained low in older Chinese immigrants with T2D. Given the strong interest in future mHealth interventions and high levels of social media use (eg, WeChat), future studies should consider how to leverage these existing low-cost platforms and deliver tailored mHealth interventions to this fast-growing minority group.

Association of Sensory Loss With the Knowledge of Heart Attacks

INTRODUCTION

Awareness of heart attack symptoms and the best response is a national public health priority, especially among those at higher risk of heart disease. Adults with sensory loss are more likely to develop heart disease than those without and may be at risk of poor heart attack knowledge owing to limited patient-provider communication and access to health information. The aim of this study is to examine the association between sensory loss and heart attack knowledge.

METHODS

Cross-sectional, nationally representative data from the 2014 and 2017 National Health Interview Survey were used. Analyses were conducted in 2021. Participants aged ≥20 years were included (N=61,168). Being aware of heart attack symptoms and the best response was considered as recognizing the 5 examined symptoms of heart attacks and the proper emergency response, as defined in the Healthy People 2020 objectives. Functional hearing and vision losses were defined as self-reported difficulty in hearing and seeing.

RESULTS

Overall, 16.2% reported functional hearing loss, and 10.1% reported vision loss. Having vision loss was associated with a lack of knowledge of heart attacks symptoms or the best response (prevalence ratio=1.08, 95% CI=1.06, 1.11). In a separate model, having vision loss only and dual sensory loss (concurrent vision and hearing loss) were associated with not having this knowledge (prevalence ratio=1.09, 95% CI=1.06, 1.12 and PR=1.08, 95% CI=1.01, 1.15, respectively), but having hearing loss only was not (prevalence ratio=1.03, 95% CI=0.99, 1.06).

CONCLUSIONS

Non-institutionalized adults with sensory loss may represent a group to target for improving the knowledge of heart attacks in the population.

Information Seeking Behavior on COVID-19 Among Older Adults: A Cross-Sectional Study in Northern Iran

This study aimed to assess the information-seeking behavior about COVID-19 among older adults in northern Iran. Two hundred-fifty three older adults living in Rasht, northern Iran, were enrolled in a cross-sectional study. Most older adults obtained information about COVID-19 from television, friends, and acquaintances. They relied less on special patient associations and the Ministry of Health telephone system. The use of social networks, the Ministry of Health telephone system, the Ministry of Health text message system, and friends and acquaintances for obtaining information about COVID-19 were significantly higher in people aged 60 to 70 years than in people aged >70 years. The use of newspapers/magazines to get information about COVID-19 was significantly higher in men than women. The use of websites, social networks, physicians, other health care workers, friends and acquaintances, newspapers/magazines, and special patients' associations for obtaining information about COVID-19 was significantly higher in people with tertiary education than in others. Older adults were more satisfied receiving information about COVID-19 from nurses and physicians. Therefore, it is recommended that policymakers and health managers pay special attention to developing health programs and social media programing to educate older adults about COVID-19 and access to the right media for accurate information.

Use of YouTube to watch health-related videos and participation in online support groups among US adults with heart disease, diabetes, and hypertension

Objective

Social media use has grown over time. However, it is unclear how people with a self-reported history of cardiovascular disease or cardiovascular disease-related risk factors such as diabetes and hypertension use social media.

Methods

Data from the 2020 Health Information National Trends Survey (HINTS 5, Cycle 4) were analyzed (N = 3865). Only respondents with complete data for all variables of interest were included in the analyses, resulting in 306 respondents with a heart condition, 1291 with hypertension, and 608 with diabetes. We explored associations between two dependent variables: (1) participated in an online forum or support group and (2) watched a health-related video on YouTube, and sociodemographic factors and patient-provider communication. Analyses were conducted separately by medical condition. Odds ratios, 95% confidence intervals, and p-values were calculated.

Results

In respondents with a heart condition, hypertension, or diabetes, 5.4%, 8.4%, and 10.3% had participated in an online support group and 29.6%, 40.4%, and 36.6% had watched health-related videos on YouTube, respectively. Univariately, the odds of using online support groups was associated with younger age (vs. > = 65) in people with a heart condition and hypertension, but not diabetes. Regarding YouTube, younger age was associated with watching health-related videos across all three medical conditions, with additional gender and education associations observed in those with hypertension. There were no associations between social media use and patient-provider communication.

Conclusions

These findings may inform the selection of social media platforms for behavioral interventions depending on the intended patient population and goals (e.g. social support vs. video-based health education).

Responses to the Physical Activity Guidelines and Dissemination Strategies for Behavior Change in a Representative Sample of US Adults

BACKGROUND

Dissemination of the Physical Activity Guidelines for Americans (Guidelines) is needed, but how individuals respond to the Guidelines is not well understood. This surveillance study describes US adults' reported responses to and information sources for hearing about the Guidelines and explores relationships between how respondents heard about the Guidelines and their reported response(s).

METHODS

Data were analyzed from the population-based 2019 Health Information National Trends Survey 5 Cycle 3. Population-weighted proportions of response were calculated. Among those who had heard about the Guidelines, binary logistic regressions examined associations between the reported response(s) and the information source and number of sources reported.

RESULTS

The analytical sample included 5047 adults. Nearly 65% of US adults reported hearing about the Guidelines, and 29% reported a behavioral response (eg, increased physical activity). Hearing about the Guidelines through health professionals (adjusted odds ratio = 2.30, 95% confidence interval, 1.45-3.65) or social media (adjusted odds ratio = 1.89, 95% confidence interval, 1.20-2.96) (vs other sources) was associated with reporting increasing physical activity. Hearing from multiple sources (vs one source) was associated with reporting increasing physical activity (adjusted odds ratio = 1.97, 95% confidence interval, 1.18-3.31).

CONCLUSION

Findings suggest dissemination of the Guidelines across multiple channels may promote greater changes in physical activity.

A qualitative study of health information-seeking behavior on the Internet among information technology professionals

BACKGROUND

The motivation to seek health information on the Internet for individuals has been varied. The purpose of this paper was to explore the perspectives and experiences about online health information seeking in information technology (IT) professionals.

MATERIALS AND METHODS

A qualitative case study research design was employed to examine the behavior of 15 IT professionals from a state organization in the East Coast of the United States of America. Convenience sampling was used to identify the setting, and purposeful sampling was used to select the participants. A survey questionnaire was used as a recruitment tool, and in-depth individual interviews with standardized semi-structured questions were used to collect data.

RESULTS

Findings illustrated that the Internet was the first source of reference for wellness and prevention information to maintain a healthy lifestyle, and to alleviate and prevent work-related musculoskeletal disorders (WMSDs). The themes that emerged from the study were that the IT professionals searched the Internet for information to self-educate about medical conditions, to maintain fitness, communicate with health-care professionals, decide their treatment options, and to make lifestyle modifications such as ergonomic adjustment of their workstation, postural adjustments, and changing negative health behaviors.

CONCLUSION

The results of this study provide practical implications for organizations and health professionals in providing health education to prevent WMSDs as participants sought health information online to take actions and collaborate with their health-care professionals and actively contributed to their medical health decisions. This underscores a valuable opportunity for health-care providers and public health officials to become more proactive by providing their patients with quality health information outside their office through the Internet by referring them to credible website sources.

Healthcare Workers' Knowledge of HIV-Exposed Infant Feeding Options and Infant Feeding Counseling Practice in Northern Nigeria

BACKGROUND

Despite the existence of evidence-based HIV-exposed infant feeding guidelines, infants in Africa still acquire HIV through inappropriate feeding practices.

OBJECTIVE

To identify predictors of HIV-exposed infant feeding knowledge and counseling practice among health care workers (HCW) in Nigeria.

METHODS

Structured, pretested questionnaires were administered to HCW (n=262) in a tertiary health facility in Kano, Nigeria. Multivariate logistic regression was used to determine predictors of HIV-exposed infant feeding knowledge and counseling practice.

RESULTS

Of 262 respondents, (58.0%, n=152) had good knowledge of recommended feeding options. Respondents listed exclusive breastfeeding (57.6%, n=151), human milk substitutes (45.4%, n=119), HIV-negative wet-nursing (37.0%, n=97), heated expressed human milk (20.6%, n=54) and mixed feeding (13.4%, n=35) as appropriate feeding choices. Over half (57.3%, n=150) of the respondents have ever counseled a HIV-positive mother on infant feeding. Knowledge was predicted by female sex (Adjusted Odds Ratio (AOR)=2.47, 95% Confidence Interval (CI):1.35-4.52), profession (physician vs. laboratory scientist, AOR=4.00, 95%CI:1.25-12.87; nurse/midwife vs. laboratory scientist, AOR=2.75, 95%CI:1.17-9.28), infant feeding counseling training (AOR=3.27, 95%CI:1.87-5.71), and number of children (2-4 vs. 0, AOR=1.75, 95%CI:1.23-3.92). Infant feeding counseling was predicted by female sex (AOR=2.85, 95%CI:1.39-5.85), age (>40 vs. <30 years, AOR=3.87, 95%CI:1.27-15.65), knowledge of infant feeding options (good vs. fair/poor, AOR=3.96, 95%CI:2.07-7.59), training (AOR=2.60, 95%CI:1.42-5.32), and profession (physician vs. laboratory scientist, AOR=10.7, 95%CI:2.85-40.54; nurse/midwife vs. laboratory scientist, AOR=4.8, 95%CI:1.26-18.02).

CONCLUSION

The practice of infant feeding counseling among HCW in Nigeria is associated with sex, knowledge, and profession. Our findings may inform the development of targeted training programs for HCW in similar settings.

Socioeconomic Factors Influence Health Information Seeking and Trust Over Time: Evidence From a Cross-Sectional, Pooled Analyses of HINTS Data

PURPOSE

Assessed socioeconomic factors in health information seeking behavior and trust of information sources from 2007 to 2017.

DESIGN

Pooled cross-sectional survey data.

SETTING

Health Information National Trends Survey.

PARTICIPATION

Data included 6 iterations of U.S. adults (Pooled: N = 19,496; 2007: N = 3,593; 2011: N = 3,959; 2013: N = 3,185; FDA 2015: N = 3,738; 2017: N = 3,285; and FDA 2017: N = 1,736).

MEASURES

Outcome variables were health information seeking, high confidence, and high trust of health information from several sources. Independent variables were education and income group, controlling for other sociodemographic variables.

ANALYSIS

Weighted descriptive and multivariate logistic regression for the pooled sample assessed associations by education and income. Fully interacted models with education/income-survey year interactions compared differences in outcomes between years.

RESULTS

We found information seeking, confidence, and trust were associated with income and education, which supported previously reported findings. Additionally, our findings indicated low-and medium-income groups had significantly lower odds of seeking health information compared to those in a high-income group. Regarding trust of information, a high school education was associated with higher odds of trust in family and friends. We also found that, over time, information seeking, confidence, and trust behavior differed by income and education, with some differences persisting.

CONCLUSION

Disparities by income and education in trust of information sources remained across time. Understanding optimal information sources, their reach, and their credibility among groups could enable more targeted interventions and health messaging. We also describe the implications for our findings in the context of COVID-19.

Evaluation of a smoking cessation patient decision aid that integrates information about e-cigarettes

INTRODUCTION

Smokers increasingly use e-cigarettes to try to quit smoking, even more than recommended cessation methods. However, few smokers discuss the range of cessation options with their physicians. Decision aids can inform smokers about smoking cessation options, including evidence about e-cigarettes, and encourage smokers to engage in shared decision making with their physician. This study aimed to evaluate a smoking cessation decision aid that included e-cigarette risks and benefits.

METHODS

Adult smokers were recruited from primary care clinics for two research phases: 1. usability and acceptability testing of the decision aid (n=37); and 2. pre/post study that compared usual care (n=90) with implementation of the decision aid in clinics (n=90). For the latter, outcome measures included frequency of clinical discussions of readiness to quit, methods to quit in general, and of specific cessation methods, in addition to decisional conflict, communication satisfaction, and overall patient satisfaction.

RESULTS

Smokers indicated high usability and acceptability of the decision aid. In the pre/post evaluation, decision aid implementation was associated with higher rates of smokers: being asked if they were ready to quit smoking (89% vs. 67%, respectively; p<0.001); discussing methods for smoking cessation in general (81% vs. 48%; p<0.001); and discussing specific cessation methods (NRT 55% vs. 26%, p<0.001; prescription medications 26% vs. 12%, p=0.022). Decision aid use was also associated with higher overall patient satisfaction with the physician visit.

CONCLUSIONS

Smoking cessation decision aids that incorporate information about e-cigarettes are acceptable among smokers and can lead to evidence-based clinical discussions about smoking cessation.

IMPLICATIONS

Smokers use e-cigarettes more than recommended cessation methods when they are trying to quit smoking, yet few physicians discuss the risks and benefits of e-cigarettes with their patients who smoke. This study presents preliminary findings about the feasibility and usability of a clinically based iPad-delivered smoking cessation decision aid that integrates information about e-cigarettes. Although promising, further research with randomized designs, larger samples, and longer-term follow-up is needed to determine whether this type of intervention can effectively promote cessation of all tobacco products and, for those not ready to quit smoking, the use of e-cigarettes for harm reduction.

An Evaluation of the Source and Content of Kienböck's Disease Information on the Internet

Introduction  The use of the internet for health-related information continues to increase. Because of its decentralized structure, information contained within the World Wide Web is not regulated. The purpose of the present study is to evaluate the type and quality of information on the internet regarding Kienböck's disease. We hypothesized that the information available on the World Wide Web would be of good informational value. Materials and Methods  The search phrase "Kienböck's disease" was entered into the five most commonly used internet search engines. The top 49 nonsponsored Web sites identified by each search engine were collected. Each unique Web site was evaluated for authorship and content, and an informational score ranging from 0 to 100 points was assigned. Each site was reviewed by two fellowship-trained hand surgeons. Results  The informational mean score for the sites was 45.5 out of a maximum of 100 points. Thirty-one (63%) of the Web sites evaluated were authored by an academic institution or a physician. Twelve (24%) of the sites were commercial sites or sold commercial products. The remaining 6 Web sites (12%) were noninformational, provided unconventional information, or had lay authorship. The average informational score on the academic or physician authored Web sites was 54 out of 100 points, compared with 38 out of 100 for the remainder of the sites. This difference was statistically significant. Conclusion  While the majority of the Web sites evaluated were authored by academic institutions or physicians, the informational value contained within is of limited completeness. More than one quarter of the Web sites were commercial in nature. There remains significant room for improvement in the completeness of information available for common hand conditions in the internet.

The Relationship Between Health Literacy Level and Media Used as a Source of Health-Related Information

BACKGROUND

Previous studies have not shown the level of health literacy or associated factors on a national level in Turkey using a scale that has been adapted to the country and its culture.

OBJECTIVE

This study aimed to determine health literacy levels in Turkey and to investigate the association of health literacy with socioeconomic factors as well as with the instruments used as sources of health-related information.

METHODS

This cross-sectional, nationally representative study was conducted using a computer-assisted personal interview approach and included 6,228 households (response rate, 70.9%). The Turkey Health Literacy Scale was used to measure health literacy. Sources of health-related information, such as newspapers, television, internet, and smartphones, were included in the regression model for health literacy.

KEY RESULTS

The proportion of participants with inadequate and problematic health literacy was 30.9% and 38%, respectively, showing that approximately 7 of 10 participants had limited health literacy. The frequencies of inadequate and problematic health literacy were higher in the disease prevention and promotion domains (37.4% and 34.2%, respectively) compared with those in the health care domain (27.1% and 31.3%, respectively). The most frequently used medium as a source of health-related information was the internet (48.6%), followed by television (33%). In controlled models, higher health literacy scores were associated with higher education and income levels. The effects of television (β = 1,917), internet (β = 2,803), newspapers (β = 1,489), and smartphones (β = 1,974) as sources of health-related information were statistically significant in the general health literacy index model.

CONCLUSIONS

Health literacy in Turkey reflects social inequalities. The model accounting for socioeconomic variables demonstrated the relevance of sources of health information to level of health literacy. These findings emphasize the importance of improving sources of health information to improve health literacy. [HLRP: Health Literacy Research and Practice. 2021;5(2):e109-e117.] Plain Language Summary: This is a cross-sectional study that is representative of the population of Turkey. We reported that health literacy scores were higher for people in higher levels of socioeconomic status. We showed that using the television, internet, newspapers, and smartphones as a source of health-related information is associated with health literacy even when accounting for socioeconomic variables.

Factors influencing patient participation in medication counseling at the community pharmacy: A systematic review

BACKGROUND

Findings document that patient participation in pharmacy encounters is associated with favorable outcomes. However, there is a need to understand factors that may enhance or hinder patient engagement and pharmacist counseling behaviors during their medication discussions. This review aims to: (1) identify barriers and facilitators for patient engagement in pharmacy consultations, (2) explore the relationship between patient factors (such as demographics and communication behavior) and subsequent pharmacist counseling behavior.

METHODS

A systematic review of literature using PRISMA guidelines examined studies published in English addressing influences on patient participation and the relationship between patient factors and pharmacist counseling behavior. Four databases were used - PubMed, CINAHL, PsycINFO, and Scopus. Findings were framed thematically within the constructs of Street's Linguistic Model of Patient Participation in Care (LM).

FINDINGS

Fifty studies from 1983 to 2019, including 37 using self-reported data, were identified. Patient involvement in patient-pharmacist communication was influenced by enabling factors such as patient knowledge, communication skills, and pharmacy environment. Predisposing factors for participation ranged from patients' beliefs and past experiences to demographic characteristics such as gender and age. Pharmacists' participative behavior with patients was positively associated with patients' engagement and perceived patient cues in the conversation.

CONCLUSION

This systematic review identified predictors of patients' engagement in pharmacy encounters drawing on LM framework. Various predisposing factors, enabling factors, and pharmacist' responses impacted patients' willingness to actively participate in medication counseling at community pharmacies. Equally important, studies documented considerable impact by patients on pharmacists' counseling behavior. Pharmacy encounters should no longer be viewed as controlled simply by pharmacists' expertise and agendas. Patient characteristics and factors such as patient question-asking and expectations also appear to be associated with and influence patient-pharmacist interpersonal communication. Additional research needs to address the identified facilitators and barriers to enhance patient participation and pharmacist counseling behavior.

Low-Income Caregivers' Attitudes and Behaviors on Children's Diets: Emergent Themes on Cultural Influences and Perceived Value of Nutrition Information from Healthcare Providers

INTRODUCTION

Limited access to affordable, healthy food and identifying as African-American or Hispanic-American are associated with greater risk of childhood obesity, especially for low-income individuals.

PURPOSE

To report on (1) the emergent theme of the influence of culture on primary caregivers' behaviors and motivations when preparing meals for their families; and (2) primary caregivers' perceptions of the nutritional information they receive from health care providers.

METHODS

Twelve focus groups with low-income, adult primary caregivers of children ages 3 to 6 years were conducted in Texas and the DC-Maryland-Virginia region and were segmented by race/ethnicity and access to grocery stores.

RESULTS

Culture emerged as an important theme in influencing which foods participants cook at home. In some cases, that influence spilled over into the child's diet. In other instances, the food that participants reported making for their children varied from the food they make for themselves. Participants reported having high trust in health care providers, but acknowledged that health care providers' nutritional advice might not always be applicable.

DISCUSSION AND CONCLUSIONS

Our findings highlight the importance of considering the role culture might play in influencing and informing caregivers' decisions regarding children's diets, and also better understanding caregivers' perceptions of health care providers as a source of nutrition information for their children.

Health personnel-targeted education interventions on inpatient suicide prevention in general hospitals: A scoping review

Background

Inpatient suicide is an important part of patient safety management in general hospitals. Incidence of inpatient suicide can be decreased by health personnel mastering inpatient suicide prevention strategy. To enhance health personnel’s inpatient suicide prevention strategy, education intervention is a common method. Educational interventions in the researches varied in contents, duration and outcome measurements. However, there has been not synthesis of education interventions targeting health personnel on inpatient suicide prevention.

Objective

Prevention of inpatient suicide is a critical priority in patient safety management in general hospitals. Incidence of inpatient suicide can be decreased by effective strategies mastered by health personnel through education interventions. Educational interventions in researches varied in contents, duration and outcome measurements. We aimed to review education interventions targeting health personnel on inpatient suicide prevention.

Methods

A scoping review was used to analyze existing researches on education interventions targeting health personnel focusing on inpatient suicide prevention in general hospitals. Cochrane Library, PubMed, Embase, CINAHL, China National Knowledge Infrastructure, WanFang, and Chinese Scientific Journal Database were searched in Oct 2019. According to the inclusion and exclusion criteria, the searched studies were screened by two reviewers. And then, two researchers conducted the data extraction independently by using a table format, including the first author, year of publication, study design, participants, education intervention, etc.

Results

Twelve studies were included in this scoping review. The contents of education interventions on inpatient suicide prevention included three aspects: suicide knowledge, suicide assessment, and skills for coping with suicide. The duration of education interventions ranged from 1.5-h to 32.0-h. The effects of education interventions were mainly focused on participants’ knowledge, attitudes and skills of suicide prevention.

Conclusion

The evidence showed that education interventions on inpatient suicide prevention had positive impact on health personnel’s knowledge, attitude and skills about inpatient suicide prevention in general hospitals. However, the best health personnel-targeted education intervention on inpatient suicide prevention in general hospitals was yet to be determined. In the future, it is necessary to combine evidence in this review and the actual condition in clinical practice.

Talking about Dr. Google: Communication strategies used by nurse practitioners and patients with inflammatory bowel disease in the Netherlands to discuss online health information

OBJECTIVE

This study explores how patients with Inflammatory Bowel Disease (IBD) and nurse practitioners (NPs) in the Netherlands communicate about online health information-seeking.

METHODS

We analyzed 165 consultations of patients at the start of maintenance treatment using grounded theory. Consultations in which the words; internet, website, Google, Googled, webpages, online (forum/blog/platform) or a website was mentioned, were included. Segments were identified and analyzed that represented a discussion about online health information-seeking (n = 87). We coded the initiator, initiation and reaction communication strategy.

RESULTS

Half of the sample was female, most patients were moderately to highly educated and aged on average 48 years. One third of the consultations included a discussion about online health information-seeking. Seventeen communication initiation and reactions strategies were identified. Patients and NPs were equally as likely to initiate a neutral discussion about online health information-seeking. Patients repeatedly reacted with disclosing their concerns. NPs responded by taking patients' online health information-seeking seriously or affirming patients' beliefs.

CONCLUSION

This exploration makes a unique contribution by demonstrating that NPs particularly adopt a patient-centered communication style while communicating about patients' online health information-seeking.

PRACTICE IMPLICATIONS

Results of this study could guide interventions to train providers in talking about patients' online health information-seeking.