Digital Health Engagement in the US Population: Insights From the 2018 Health Information National Trends Survey

2021 ◽  
pp. e1-e4
Author(s):  
Chelsea L. Ratcliff ◽  
Melinda Krakow ◽  
Alexandra Greenberg-Worisek ◽  
Bradford W. Hesse

Objectives. To examine prevalence and predictors of digital health engagement among the US population. Methods. We analyzed nationally representative cross-sectional data on 7 digital health engagement behaviors, as well as demographic and socioeconomic predictors, from the Health Information National Trends Survey (HINTS 5, cycle 2, collected in 2018; n = 2698–3504). We fitted multivariable logistic regression models using weighted survey responses to generate population estimates. Results. Digitally seeking health information (70.14%) was relatively common, whereas using health apps (39.53%) and using a digital device to track health metrics (35.37%) or health goal progress (38.99%) were less common. Digitally communicating with one’s health care providers (35.58%) was moderate, whereas sharing health data with providers (17.20%) and sharing health information on social media (14.02%) were uncommon. Being female, younger than 65 years, a college graduate, and a smart device owner positively predicted several digital health engagement behaviors (odds ratio range = 0.09–4.21; P value range < .001–.03). Conclusions. Many public health goals depend on a digitally engaged populace. These data highlight potential barriers to 7 key digital engagement behaviors that could be targeted for intervention. (Am J Public Health. Published online ahead of print May 20, 2021: e1–e4. https://doi.org/10.2105/AJPH.2021.306282 )

2021 ◽  
Author(s):  
Camella J. Rising ◽  
Anna Gaysynsky ◽  
Kelly D. Blake ◽  
Roxanne E. Jensen ◽  
April Oh

BACKGROUND Sharing data from wearable health and activity trackers with others (e.g., health care providers, family, friends) may improve health and behavioral outcomes of wearable users by generating social support and supporting health self-management competency. Investigating individual factors that influence US adults’ willingness to share wearable data with different types of individuals may provide insights about population subgroups most or least likely to benefit from wearable interventions. Specifically, identifying digital health behaviors potentially associated with willingness to share wearable data is needed given that use and engagement with various technologies may broadly influence online health information-sharing behaviors. OBJECTIVE To identify sociodemographic, health, and digital health behavior correlates of US adults’ willingness to share wearable data with health care providers and with family or friends. METHODS Data for the analytic sample (N=1300) were obtained from the National Cancer Institute’s 2019 Health Information National Trends Survey. Digital health behavior measures included frequency of wearable use, use of smartphones or tablets to help communicate with providers, use of social networking sites to share health information, and participating in an online health community. Multivariable logistic regression analysis of weighted data examined associations between digital health behaviors and willingness to share wearable data, controlling for sociodemographics and health-related characteristics. RESULTS A majority of US adults were willing to share wearable data with providers (81.86%) and with family or friends (69.51%). Those who reported higher health self-efficacy (odds ratio [OR] 1.97, 95% CI 1.11, 3.51), higher level of trust in providers as a source of health information (OR 1.98, 95% CI 1.12, 3.49), and higher level of physical activity (OR 2.00, 95% CI 1.21, 3.31) had greater odds of reported willingness to share data with providers. Additionally, those with higher frequency of wearable use (OR 2.15, 95% CI 1.35, 3.43) and reported use of smartphones or tablets to help communicate with providers (OR 1.99, 95% CI 1.09, 3.63) had greater odds of reported willingness to share with providers. Only higher level of physical activity was associated with greater odds of reported willingness to share wearable data with family or friends (OR 1.70, 95% CI 1.02, 2.84). CONCLUSIONS Findings of this study suggest that, among US adult wearable users, behavior-related factors, rather than sociodemographic characteristics, are key drivers of willingness to share health information from wearables with others. Moreover, behavioral correlates of willingness to share wearable data are unique to the type of recipient (i.e., providers vs. family or friends). Future studies could use these findings to inform development of interventions that aim to improve use of patient-generated data from wearable devices in health care settings, in particular.


2021 ◽  
Vol 8 ◽  
pp. 237437352198924
Author(s):  
Jassem Almualem ◽  
Amal Darwish ◽  
Ahmed AlFaraj

Patients with cardiac conditions may suffer from anxiety related to prognosis and further rehabilitation. Anxiety could be exacerbated by different factors including miscommunication, which could be attributed to the linguistic barrier, that exists among health care providers. At Saud Al-Babtain Cardiac Center (SBCC), nurses who are non-native Arabic speakers could have difficulty communicating disease-related information at different stages of nursing care. Is it possible to identify the language barrier as a source of anxiety for admitted patients with cardiac diseases? In this cross-sectional, descriptive study, 50 patients were included following the diagnosis of cardiac disease and post-cardiac surgery. A questionnaire that measures anxiety level showed that patients who were handled by Arabic-speaking nurses reported less collective mean for the anxiety domain statements of (20.08) versus those who were handled by Non-Arabic-speaking nurses (28.55, P value = .041). Our finding indicates that anxiety levels increased when there was a language barrier between nurses and patients, which could affect the quality of care delivery at SBCC.


2019 ◽  
Vol 3 (s1) ◽  
pp. 136-137
Author(s):  
Amelia Barwise ◽  
Andrea Cheville ◽  
Mark Wieland ◽  
Ognjen Gajic ◽  
Alexandra Greenberg-Worisek

OBJECTIVES/SPECIFIC AIMS: Immigrants to North America receive more interventions at end of life.The reasons for this are not entirely clear but may potentially be due to knowledge gaps. The primary objective of this study was to measure and describe levels of perceived knowledge about palliative care among immigrants to the US compared to those born in the US. Our secondary objective was to identify trusted sources for seeking information about palliative care among immigrants and compare these trusted sources with those born in the US. We hypothesized that immigrants would have less knowledge of palliative care than those born in US and would trust different sources for information about palliative care. METHODS/STUDY POPULATION: We analyzed data from the nationally representative 2018 Health Information National Trends Survey (HINTS 5, cycle 2). Questionnaires were administered via mail between January and May 2018 to a population-based sample of adults. The primary outcome of interest was assessed using the item “How would you describe your level of knowledge about palliative care?” The secondary outcome of interest was determined using the item “Imagine you had a strong need to get information about palliative care, which of the following would you most trust as a source of information about palliative care?” All analyses were complete case analyses and conducted with survey commands using SAS 9.3 (SAS Institute Inc, Cary, NC, USA). Descriptive statistics were calculated, and bivariate analyses run between the outcomes of interest and sociodemographic characteristics (age, sex, education, race/ethnicity, nativity, English language proficiency). Multivariable logistic regressions were conducted to assess the role of nativity, controlling for statistically significant and relevant sociodemographic variables. Jackknife weighting was used to generate population-level estimates. RESULTS/ANTICIPATED RESULTS: The response rate was 33% (n=3384) and included 2846 (85.3% weighted) born in the US and 492 (14.7% weighted) not born in the USA. About 70% of those born in the US and 77% of immigrants (weighted) responded that they had “never heard of palliative care.” Trusted sources of palliative care were very similar between the groups (all p > 0.05). Both groups’ preferred trusted source of palliative care knowledge was “health care provider,” with over 80% of respondents in each group selecting this option. Printed materials and social media were the least popular trusted sources among both groups. After adjusting for relevant sociodemographic characteristics, we found no association between poor knowledge of palliative care and nativity (p=0.22). Female respondents had 2.5-fold increased odds of reporting low levels of perceived knowledge of palliative care (OR = 2.58, 95% CI = 1.76-3.78; p<0.001). Education was an important predictor of perceived knowledge of palliative care; as education level increased, so did perceived knowledge of palliative care (p < 0.001). DISCUSSION/SIGNIFICANCE OF IMPACT: Perceived knowledge of palliative care is poor generally, regardless of birthplace. Trusted sources for palliative care are similar between immigrants and those born in the US. Education is important and is a strong predictor of perceived knowledge of palliative care. Women perceive they have lower levels of knowledge of PC than men. Differences in end of life care between immigrants and non-immigrants cannot be explained by knowledge differences. Further research is needed to examine the potential factors including suboptimal communication between providers and immigrant patients to understand why these differences are noted. Future strategies for improving knowledge of palliative care should target health care providers as the key trusted source of information to help address deficits noted in this study.


2019 ◽  
Vol 33 (7/8) ◽  
pp. 929-948 ◽  
Author(s):  
Jodyn Platt ◽  
Minakshi Raj ◽  
Sharon L.R. Kardia

Purpose Nations such as the USA are investing in technologies such as electronic health records in order to collect, store and transfer information across boundaries of health care, public health and research. Health information brokers such as health care providers, public health departments and university researchers function as “access points” to manage relationships between the public and the health system. The relationship between the public and health information brokers is influenced by trust; and this relationship may predict the trust that the public has in the health system as a whole, which has implications for public trust in the system, and consequently, legitimacy of involved institutions, under circumstances of health information data sharing in the future. This paper aims to discuss these issues. Design/methodology/approach In this study, the authors aimed to examine characteristics of trustors (i.e. the public) that predict trust in health information brokers; and further, to identify the factors that influence trust in brokers that also predict system trust. The authors developed a survey that was administered to US respondents in 2014 using GfK’s nationally representative sample, with a final sample of 1,011 participants and conducted ordinary least squares regression for data analyses. Findings Results suggest that health care providers are the most trusted information brokers of those examined. Beliefs about medical deceptive behavior were negatively associated with trust in each of the information brokers examined; however, psychosocial factors were significantly associated with trust in brokers, suggesting that individual attitudes and beliefs are influential on trust in brokers. Positive views of information sharing and the expectation of benefits of information sharing for health outcomes and health care quality are associated with system trust. Originality/value This study suggests that demonstrating the benefits and value of information sharing could be beneficial for building public trust in the health system; however, trust in brokers of information are variable across the public; that is, knowledge, attitudes and beliefs are associated with the level of trust different individuals have in various health information brokers – suggesting that the need for a personalized approach to building trust.


2020 ◽  
pp. 140349482092642 ◽  
Author(s):  
Astrid K. Wahl ◽  
Åsmund Hermansen ◽  
Richard H. Osborne ◽  
Marie Hamilton Larsen

Objective: This study aimed to undertake a rigorous psychometric evaluation of the nine-scale Norwegian version of the Health Literacy Questionnaire (HLQ) based on data from a sample of people with psoriasis. Methods: Cross-sectional survey data were collected from 825 adults with psoriasis who previously participated in the Norwegian Climate Heliotherapy programme. To investigate the factorial validity of the Norwegian HLQ, confirmatory factor analyses were carried out using Stata. Results: A highly restricted model fit with no cross-loadings or correlated residuals was acceptable for three of the nine scales (‘Feeling understood and supported by health-care providers’, ‘Appraisal of health information’ and ‘Ability to find good health information’). After minor model adjustments of the other scales, one-factor models were acceptable. All scales showed acceptable internal consistency, with Cronbach’s alpha ranging from 0.71 to 0.87. Except for three items, all items had high to acceptable factor loadings. Conclusions: This study of the Norwegian HLQ replicates the original factor structure of the Australian HLQ, indicating the questionnaire has cogent and independent scales with good reliability. Researchers, programme implementers and policymakers could use the Norwegian version of the HLQ with confidence to generate reliable information on health literacy for different purposes.


2021 ◽  
Vol 109 (3) ◽  
Author(s):  
Gregg A. Stevens ◽  
Francisco J. Fajardo

Objectives: Current literature recommends online research guides as an easy and effective tool to promote LGBTQ+ health information to both health care providers and the public. This cross-sectional study was designed to determine how extensive LGBTQ+ health guides are among hospital and academic libraries and which features are most prevalent.Methods: In order to locate LGBTQ+ health guides for content analysis, we searched for guides on the websites of libraries belonging to the Association of Academic Health Sciences Libraries (AAHSL) and the Canadian Association of Research Libraries (CARL). Additionally, we searched the Springshare interface for LibGuides with the word “health” and either “LGBT” or “transgender.” Content analysis was performed to identify major characteristics of the located guides, including target audience and the information type provided.Results: LGBTQ+ research guides were identified for 74 libraries. Of these, 5 were hospital libraries, and the rest were academic libraries. Of 158 AAHSL member libraries, 48 (30.4%) had LGBTQ+ guides on their websites. Nearly all guides (95.9%) provided general LGBTQ+ health information, and a large majority (87.8%) also had information resources for transgender health. Smaller percentages of guides contained information on HIV/AIDS (48.6%) and women’s health (16.2%).Conclusions: Even though literature recommends creating LGBTQ+ health guides, most health sciences libraries are missing an opportunity by not developing and maintaining these guides. Further research may be needed to determine the usage and usefulness of existing guides and to better identify barriers preventing libraries from creating guides.


2021 ◽  
Author(s):  
Stephen Neely ◽  
Christina Eldredge ◽  
Ron Sanders

BACKGROUND In recent years, medical journals have emphasized the increasingly critical role that social media plays in the dissemination of public health information and disease prevention guidelines. However, platforms such as Facebook and Twitter continue to pose unique challenges for clinical health care providers and public health officials alike. In order to effectively communicate during public health emergencies, such as the COVID-19 pandemic, it is increasingly critical for health care providers and public health officials to understand how patients gather health-related information on the internet and adjudicate the merits of such information. OBJECTIVE With that goal in mind, we conducted a survey of 1003 US-based adults to better understand how health consumers have used social media to learn and stay informed about the COVID-19 pandemic, the extent to which they have relied on credible scientific information sources, and how they have gone about fact-checking pandemic-related information. METHODS A web-based survey was conducted with a sample that was purchased through an industry-leading market research provider. The results were reported with a 95% confidence level and a margin of error of 3. Participants included 1003 US-based adults (aged ≥18 years). Participants were selected via a stratified quota sampling approach to ensure that the sample was representative of the US population. Balanced quotas were determined (by region of the country) for gender, age, race, and ethnicity. RESULTS The results showed a heavy reliance on social media during the COVID-19 pandemic; more than three-quarters of respondents (762/1003, 76%) reported that they have relied on social media at least “a little,” and 59.2% (594/1003) of respondents indicated that they read information about COVID-19 on social media at least once per week. According to the findings, most social media users (638/1003, 63.6%) were unlikely to fact-check what they see on the internet with a health professional, despite the high levels of mistrust in the accuracy of COVID-19–related information on social media. We also found a greater likelihood of undergoing vaccination among those following more credible scientific sources on social media during the pandemic (<i>χ</i><sup>2</sup><sub>16</sub>=50.790; <i>φ</i>=0.258; <i>P</i><.001). CONCLUSIONS The findings suggest that health professionals will need to be both strategic and proactive when engaging with health consumers on social media if they hope to counteract the deleterious effects of misinformation and disinformation. Effective training, institutional support, and proactive collaboration can help health professionals adapt to the evolving patterns of health information seeking.


2020 ◽  
Vol 23 (2) ◽  
pp. 128-135
Author(s):  
Agnes Pude Lepuen ◽  
Cicilia Nony Ayuningsih Bratajaya ◽  
Sada Rasmada

Tuberculosis (TB) is a difficult health problem to overcome. Active case finding is an important step in managing this infectious disease. However, the prevalence of TB case finding among cadres at the community level is low because of the stigma attached to TB, difficulty in geographical coverage, low public awareness, and social economic barriers. In addition, the empowerment and intention of cadres to perform community-based TB case finding are not optimal yet. This cross-sectional study aimed to determine the intention of TB case finding among 162 public health cadres at one district. Convenient sampling technique was employed in this study. Relationship analyses were performed using Chi-Square test. Results suggested that three factors, namely, attitude, subjective norm, and perceived behavior control influenced the intention to practice TB case finding among cadres. Public health care providers must encourage cadres to practice active TB case finding and understand the benefits and burdens encountered by cadres during TB case finding. Abstrak Praktik Penemuan Kasus Tuberkulosis: Niat Kader. Tuberkulosis (TB) masih menjadi masalah kesehatan yang sulit diatasi. Penemuan kasus TB secara aktif merupakan langkah awal yang menjadi kunci keberhasilan dalam penanganan kasus TB, namun angka penemuan kasus TB masih rendah. Kader belum dapat melakukan pendeteksian dini kasus TB secara optimal. Selain itu sebagai penemu kasus TB di masyarakat, kader memiliki berbagai tantangan dalam upaya menemukan kasus TB, salah satunya adalah niat untuk menemukan kasus TB mengingat banyak stigma yang muncul terkait penyakit TB, keadaan geografi yang sulit dijangkau, rendahnya kesadaran masyarakat, dan kendala biaya. Tujuan dari penelitian ini adalah untuk mengetahui intensi atau niat kader dalam menemukan kasus TB. Penelitian ini menggunakan desain cross sectional dengan melibatkan 162 kader kesehatan di sebuah kecamatan. Metode pengambilan sampel menggunakan convenient sampling. Analisa hubungan menggunakan uji statistik Chi Square. Hasil penelitian menunjukkan ketiga faktor yaitu sikap, norma subjektif, dan kendali perilaku yang dirasakan memiliki hubungan dengan intensi dalam menemukan kasus TB. Maka dapat disimpulkan, dukungan tenaga kesehatan sangat penting dalam meningkatkan praktik penemuan kasus TB dan penting untuk memperhatikan manfaat dan tantangan yang ditemui oleh kader dalam menemukan kasus TB. Kata Kunci: kader kesehatan, kontrol kendali yang dirasakan, niat, norma subjektif, sikap, penemuan kasus Tuberkulosis


2020 ◽  
Vol 14 (1) ◽  
pp. 155798832090137 ◽  
Author(s):  
Ledric D. Sherman ◽  
Megan S. Patterson ◽  
Aditi Tomar ◽  
Lisa T. Wigfall

Although diabetes education plays an important role in self-management for people living with diabetes, male health “help-seeking” lags far behind women. These gender-related “help-seeking” disparities often result in males being less engaged in their health care, which subsequently leads to poorer health outcomes among males. In this cross-sectional study, we used data from the 2017 Health Information National Trends Survey (HINTS) to identify factors that may contribute to communication inequalities between males and females. A hierarchical {linear/logistic} regression model was used to examine factors associated with online health information seeking among males living with diabetes. The results suggest that education, income, age, identifying as Hispanic, being a smoker, using a device to track progress toward a health-related goal, and using device to seek health information were all related to eHealth sum scores. Future research should consider testing applications among various at-risk groups to determine if the technology itself is becoming a barrier to eHealth.


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