Use of aspirin in cardiovascular disease prevention-the role of online information search

OBJECTIVES

This study intends to examine influences of online information search on the use of aspirin in cardiovascular diseases (CVDs) prevention among the applicable adult population in the United States.

METHODS

We used data of 2018 National Health Interview Survey (NHIS). Our study sample is limited to adults age 40 or older to be consistent with the American Heart Association/American College of Cardiology Foundation (AHA/ACCF) guidelines for aspirin use. Linear probability models were used to test the association between patient's aspirin use behaviors and the variables of interest in four separate models.

RESULTS

Our results show that the use of aspirin for CVD prevention was associated with online health information seeking in different ways. When patients received doctors' advice to use aspirin, online information seeking has a negative influence, depending on whether the individual has CVD risk factors. However, for patients without recommendations from providers, the effects of online information seeking on self-initiated aspirin use depend on the different types of preventions (primary vs. secondary) and CVD risk factors.

CONCLUSION

Overall, online health information might lead to both overuse and underuse of aspirin in CVD preventions. Findings in this study may lead to decision-making that is not consistent with advice from healthcare professionals and/or established clinical guidelines.

Patient centeredness, independent health-related Internet use, and online communication with healthcare providers in later life: A cross-sectional study

OBJECTIVE

To test the links between patient centeredness, independent health-related Internet use, and online communication with healthcare provider in later life.

METHODS

These links were tested on a multivariable level through the prism of the socioemotional selectivity theory and the channel complementarity theory. The data were obtained from the Health Information National Trends Survey (Wave 5, Cycle 4) and analyzed using logistic regression models. The sample included older Internet users (N = 1165).

RESULTS

Low patient centeredness corresponded to a decreased likelihood of communicating with healthcare providers online. No particular patient centeredness component was associated with the studied phenomenon. Online health information seeking corresponded to an increased likelihood of communicating with healthcare providers online.

CONCLUSION

Patient centeredness plays a relatively modest role in explanation of the online communication with healthcare providers in later life. In addition, older adults' online health information seeking behavior and online patient-provider communication seem to complement each other.

PRACTICE IMPLICATIONS

The findings can serve public health officials for developing programs aimed at increasing the rates of the online communication with healthcare providers in older population. The findings can also serve healthcare providers in their efforts to improve the quality of (online) communication with their older patients.

The preferred IT sources and tools of Iranian people for accessing health information

INTRODUCTION

People need health information to maintain their health. Despite the variety of sources and tools for providing health information, there is little evidence about Iranian people's preferences in using these sources and tools. The objective of this study was to identify the preferred health information sources, tools, and methods for presenting health information in these tools.

METHODS

This national survey was conducted among a sample of 4000 Iranian people between April and September 2021. The data was collected using a valid and reliable questionnaire (α = 0.86) consisting of four sections: participants' demographic information, current sources of obtaining health information, preferred information technology (IT) tools for accessing health information, and the method of presenting this information. Linear regression was used to investigate the relationship between demographic factors and other questions.

RESULTS

The participants received health information mostly from the "Internet" (3.62), "family or friends" (3.43), "social networks" (3.41), "specific websites" (3.41), and "mobile apps" (3.27). "Social networks" (3.67), Internet "websites" (3.56), and "mobile apps" (3.50) were the most suitable tools for receiving health information. The participants preferred the presentation of health information in the form of "Images" (3.85), "educational videos" (3.69), and "texts" (3.53). Age, education, and marital status had a significant relationship with most of the preferred information sources, tools, and information presentation methods (p < 0.05).

CONCLUSION

The results of this study showed that Iranian people are more active information seekers than passive ones compared to a decade ago. The preferred sources and tools identified in this research can be used by healthcare planners and policy-makers in Iran and other developing countries to design and develop IT interventions that meet people's needs. Improving access to the Internet, social networks, and mobile apps and providing health information via images, educational videos, and texts on these platforms enhance access to the information people need.

Exploring the Relationship between Health Information Literacy and Health Behaviors of the Elderly

Background

Population aging and health issues are one of the most crucial issues worldwide. Health behaviors are the most direct factor affecting the health of the elderly. This study aims to explore the relationship between the health information literacy and health behaviors of the elderly.

Methods

A hypothesis model for the influence of health information literacy on health behaviors of the elderly was constructed. Based on survey data of 382 elderly people aged 60 and above in Hangzhou, China, from March 2022 to May 2022, the relationship between the health information literacy and health behaviors of the elderly was studied by using quantitative statistics and the structural equation model.

Results

The health information literacy of the elderly had a significant positive impact on their health behaviors (P<0.01). Health information seeking played a partial mediating role between health information literacy and health behaviors. Social support exerted a significant moderating effect between health information literacy and health behaviors (P<0.05) and between health information literacy and health information seeking (P<0.05).

Conclusion

Health information literacy is the decisive factor of the elderly's health behaviors. The higher level of health information literacy, the more health information seeking, thus promoting more active health behaviors.

Exploring the effects of health information seeking on e-satisfaction in online health communities: an empirical investigation

BACKGROUND

Online health communities (OHCs) are becoming effective platforms for people to seek health information. Existing studies divide health information into general and specific information in OHCs. However, few studies discuss the effects of different types of information seeking in OHCs on users' electronic satisfaction (e-satisfaction).

OBJECTIVE

This study explores the effects of general and specific information seeking on users' e-satisfaction with OHCs through the mediating roles of perceived benefits and costs drawing on the social information processing theory and the social exchange theory.

METHODS

This study conducted an online survey to collected data from individuals who used OHCs to seek information. The structural equation model was used to analyze the collect data and the research model. Specifically, this study examined the common method bias and conducted a robustness check.

RESULTS

Results show that general and specific information seeking affect e-satisfaction through the mediating roles of perceived benefits and costs. An interesting result is that general information seeking has a stronger effect on e-satisfaction than specific information seeking.

CONCLUSIONS

This study suggests that e-satisfaction should be further enhanced by information seeking as online healthcare practices evolve and change. Managers of OHCs should focus on increasing users' perceived benefits, thereby increasing their e-satisfaction. Besides, this study discusses implications, limitations, and future research directions.

Effectiveness of Using Personal Health Records to Improve Recommended Breast Cancer Screening and Reduce Racial and Geographic Disparities Among Women

This paper examines the effectiveness of using personal health records (PHRs), which contains detailed health information to improve the use of recommended screening mammography among women at potential risk for breast cancer. It also explores the potential of PHR in reducing disparities in recommended mammography use experienced by minority and underserved women. The primary data used for this study were obtained from the 2015 Health Information National Trends Survey, and they were supplemented by the 2016 Area Health Resource Files. The study sample included women aged 40-75 years with no prior diagnosis of cancer. Because the use of PHRs as a key predictor of breast cancer screening may be endogenously determined, we used the instrumental variable (IV) approach to correct for estimation bias. We found a significant and positive association between the use of PHRs and recommended mammography use among women, with the likelihood of mammography screening increasing with more frequent use of PHRs. Furthermore, the effects of PHR use on mammography screening were found to be greater among Hispanic and Black women and those living in non-metropolitan areas compared with White women and those living in metropolitan areas, respectively. The use of PHRs for health information seeking can empower women at potential risk for breast cancer to participate in recommended screening mammography, particularly among those underserved and racial/ethnic minorities. Policymakers should consider developing policies and programs that can promote PHR use by women, especially medically underserved and minority women.

Postal reminder with reduced burden of clinic information seeking for equitable participation in general health check-ups: A randomized controlled trial

High participation rate and low inequality in participation are key to the program success of general health check-ups in Japan. This study examined the effectiveness of a postal reminder including nearest clinic information, compared to the standard postal reminder including details of all local clinics, on participation rate and income-based participation rate in general health checks. This was a single-blind, two-arm, prospective, randomized controlled study conducted at the Fukuoka Branch of Japan Health Insurance Association. Dependents (family members) of insured persons aged 40-69 years were randomly assigned (1:1) to the intervention group that received a tailored postal reminder intervention (showing information on the nearest clinic from each participant's address) or to the control group that received an original template postal reminder (containing just the URL of the website listing all available clinics). Allocation was concealed from participants and service providers of general health check-up. The primary outcome was participation in general health check-ups within 1 month of intervention. Between February 1 and February 10, 2017, 21,017 were randomly assigned to the intervention (n = 10,474) or control (n = 10,543) group. The participation rate in the intervention group was higher than control group (3.2% vs. 2.1%; OR: 1.55, 95% CI: 1.31-1.85, P < 0.001). The intervention effect was estimated to decrease as the income category increased (P for interaction = 0.037). Tailored postal reminders with information on the nearest clinic were able to improve the overall participation rate and reduce income-based inequality in participation for general health check-ups in Japan. Trial registration: UMIN-CTR, UMIN000042509, Registered 26 November 2020 - Retrospectively registered.

Online News Coverage of COVID-19 Long Haul Symptoms

A number of the people who have recovered from the acute effects of COVID-19 are facing long term sequelae from the infection. As the COVID-19 pandemic is still evolving, so is knowledge of the long-term effects of the virus on patients who still experience symptoms. Clearly, news media play a crucial role in distributing information and this distribution of information can, in turn, influence the actions of the public. The purpose of this study was to describe the content of news coverage of COVID-19 long haul symptoms currently posted on the internet. This study utilized Google News, a news aggregator service, and included the first 100 English language pieces of news. Video content and news article content were coded in depth for information on COVID-19 long haul symptoms. A total of 41% of news reports mentioned the length of time that the COVID-19 related symptoms persist. The length of time was reported to range from 1 month to more than 1 year. The symptom most commonly mentioned was tiredness or fatigue (74%), followed by difficulty breathing or shortness of breath (62 cases; 62%), and difficulty thinking or concentrating (50 cases; 50%). Other symptoms were mentioned less frequently. There were no statistically significant differences in any of the content including having video, written news reports, or both video and written news reports by source of the news reports based on consumer, professional, or television or internet-based news (p = .14). More complete coverage by online news media of the long-term effects of COVID-19 enhances public awareness of the post-acute syndromes, augments health providers’ awareness of the range of chronic COVID-19 effects and the possibility of a second infection, increases the probability of patients’ seeking and obtaining the proper care for their symptoms, and contributes to preventive actions for enhancing public health.

Fertility health information seeking among sexual minority women

OBJECTIVE

To qualitatively explore and describe fertility information-seeking experiences of sexual minority women (SMW) couples using assisted reproduction.

DESIGN

Qualitative thematic analysis of 30 semistructured, in-depth individual and dyadic interviews with SMW couples.

SETTING

Video conferencing.

PATIENT(S)

Twenty self-identified lesbian, bisexual, and queer women comprising 10 same-sex cisfemale couples (10 gestational and 10 nongestational partners) using assisted reproduction technology in the United States.

INTERVENTION(S)

Not applicable.

MAIN OUTCOME MEASURE(S)

We describe how SMW came to learn about ways to achieve pregnancy through information seeking, acquisition, appraisal, and use.

RESULT(S)

Analysis revealed three primary themes. First, uncertainty and information scarcity: SMW have basic knowledge about how to conceive but uncertainty persists due to information scarcity regarding how same-sex couples navigate assisted reproduction. Second, women attempt to collect fragmented information from disparate sources. The participants discussed a mixture of formal and informal, online, textual (books), and in-person seeking, finding, and synthesizing information that ranged from reliable to unreliable and from accurate to inaccurate. Finally, persistent heteronormative communication focused on the needs and conditions of male-female couples who experienced subfertility or infertility, rather than barriers related to social constraints and the absence of gametes that SMW sought to overcome.

CONCLUSION(S)

These findings support and extend existing evidence that has focused primarily on online fertility information seeking. Our findings suggest that shifts in fundamental assumptions about who seeks assisted reproductive support and why, together with improvements in fertility-related health communication, may result in more inclusive care for this population.

Health Information Source Characteristics Matter: Adapting the Dissemination of an HPV Vaccine Intervention to Reach Latina and Vietnamese Women

Latina and Vietnamese women are disproportionately burdened by human papillomavirus (HPV)-associated cervical cancer and underutilize the HPV vaccine, which is an effective cancer prevention measure. To inform the adaptation of a National Cancer Institute’s evidence-based cancer control program, HPV Vaccine Decision Narratives, and because of the rapidly changing information concerning consumption patterns of young adults, we elicited preferences and characteristics associated with women’s interest in various health information sources, specifically for HPV vaccination. We conducted 50 interviews with young Latina and Vietnamese women at two Planned Parenthood health centers in Southern California. Interview questions were guided by the Channel Complementarity Theory and focused on understanding the multiple communication channels women turn to for health, and the characteristics that motivate their use. Our results showed that Latina and Vietnamese women turn to many sources, from online and social media to school health classes, mothers, and doctors. Specific characteristics that motivate women’s online use of health information included immediacy and access, convenience and credibility. When receiving HPV vaccine information, privacy, avoiding information overload, interpersonal engagement, and receiving health information from trusted sources was important. Our study advances the prevention literature by elevating the role of platform delivery considerations and emphasizing preferences to effectively reach Latina and Vietnamese women, who are disproportionately burdened by HPV cancers and are less aware of HPV vaccine prevention. These results can be used to further inform the dissemination of this cancer control program. Adaptation of the program should include changes to its delivery, such that trusted sources are used, and dissemination is coordinated to send a consistent message across multiple communication methods.

Health Information Seeking Among Immigrant Families in Western Canada

PURPOSE

Studies on immigrant populations' access to healthcare in Canada tend to focus on adults and usually concentrate on specific ethnic groups, particularly South Asians and Chinese. This study sought to present the experiences of immigrant parents when they access health services for their children focusing specifically on the various sources of information that they used to improve their children's health.

DESIGN AND METHOD

This qualitative study was carried out in Edmonton, Alberta between April to October 2018. Fifty parents, chosen using purposive sampling participated in one-on-one semi-structured interviews. Interviews were recorded digitally, transcribed verbatim, and analyzed thematically.

RESULTS

We developed three main themes from the data: Accessing social networks for informational support, the role of professionals in accessing health care information, and navigating and evaluating information sources. The study demonstrates that immigrant families consulted various sources of information in order to meet their children's healthcare needs. The most common source was the Internet followed by friends and family members, and health care professionals.

DISCUSSION

Findings suggest that health information that is disseminated using the Internet needs to be made available in multiple languages to facilitate communication to persons who are not fluent in English nor French. Also, policy makers and health care professionals must increase focus on informal sources of health care information.

Healthcare beliefs, health information seeking, and healthcare setting preferences among women who inject drugs by community supervision status

OBJECTIVE

Women on community supervision who inject drugs have significant unmet healthcare needs. However, it remains unclear how the intersection of community supervision and injection drug use influences healthcare experiences and service setting preferences. The present study examines whether the intersection of community supervision and injection drug use is associated with differences in women's healthcare beliefs, healthcare experiences, and service setting preferences.

METHODS

A secondary analysis was conducted on a previously collected sample of women who inject drugs recruited from a syringe exchange and social service organization for a cross-sectional survey. Participants (N = 64) were mostly White (75%), and more than a quarter were currently on probation or parole (26%).

RESULTS

Independent samples t-tests and chi-square tests revealed no significant differences on sociodemographic variables by community supervision status. There were no significant differences by community supervision status across seven indicators of healthcare confidence (ps > .05). However, results revealed significant differences in past experiences and beliefs about healthcare, health information seeking, and healthcare setting preferences by community supervision status (ps < .05), where women on community supervision less frequently sought health information and medical care outside of emergency departments.

CONCLUSIONS

Findings provide preliminary evidence about differences in the healthcare experiences and setting preferences of women who inject drugs on community supervision.

Odds of Meeting Cancer Prevention Behavior Recommendations by Health Information Seeking Behavior: a Cross-Sectional HINTS Analysis

People who seek health information frequently may be more likely to meet health behavior goals; however, people use many different information sources. The purpose of this paper is to assess how different sources of health information influence likelihood of meeting cancer prevention behavior guidelines. Logistic regression of cross-sectional data from 6 years of the Health Information National Trends Survey (HINTS) was conducted. Independent variables included first source of health information, gender, age, race, education level, income, cancer history, general health, and data year; dependent variables were fruit and vegetable intake, exercise, smoking, mammography, Pap test, and colon cancer screening. Those who seek health information from doctors, the internet, or publications had higher odds of meeting more cancer prevention guidelines than those who do not seek health information. Those who used healthcare providers as an initial information source had higher odds of meeting diet, cervical, and colon cancer screening recommendations, while using the internet as an initial source of health information was associated with higher odds of meeting diet, smoking, and colon cancer screening recommendations. No health information source was associated with meeting either exercise or mammography recommendations. People should be encouraged to seek health information to help them meet their behavior goals, especially from sources that are more likely to be accurate and encourage cancer prevention behavior. Future research is needed to understand the accuracy of health information and what kinds of health information have positive influences on cancer prevention behavior.

Access to Broadband Internet and its Utilization for Health Information Seeking and Health Communication among Informal Caregivers in the United States

Informal caregivers provide unpaid care to their physically or mentally ill loved ones and play a critical role in the healthcare delivery. eHealth tools, including the broadband internet, can facilitate care processes and impact the caregiving burden through seeking health information and health communication. This study examines the predictors of access to broadband internet and the factors associated with health information seeking and health communication among informal caregivers with broadband internet. We used data from cycles 1 and 2 of the Health Information National Trends Survey (HINTS 5) and employed generalized linear regression models with the maximum likelihood estimation. Specifically, we performed a two-part model: (1) a logistic regression model of broadband internet access among all caregivers (n = 929) and (2) a logistic regression model of health information seeking and health communication among caregivers with broadband internet access (n = 404). We found that caregivers who were younger (18-34 years versus 45+ years), female (versus male), and those who were divorced/widowed/separated (versus singles) were less likely to have broadband internet access. While those who were married/living as married (versus singles), with higher incomes (≥$100,000 versus <$35,000), and those living in metropolitan areas were more likely to have broadband internet access. Among caregivers with broadband internet access, younger, female, non-Hispanic white caregivers, and those with higher levels of education and income, as well as those who cared for cancer patients, were more likely to seek health information for someone else. Additionally, caregivers aged 35-39 years and those with more education were more likely to look for health information for themselves than their counterparts. Furthermore, caregivers who were aged 40-44 years, females, divorced/widowed/separated, those with higher incomes, and those who cared for patients with Alzheimer's, confusion, and dementia were more likely to communicate electronically with a provider. The results suggest disparities in broadband internet access and indicate variations in factors associated with health information seeking and health communication. The findings underscore the need to address barriers attributed to the digital divide among informal caregiving groups.

Impact of patient information behaviours in online health communities on patient compliance and the mediating role of patients' perceived empathy

OBJECTIVE

Patient health information seeking and physician-patient communication in OHCs proved to have impacts on patient compliance, but related studies from psychological perspectives are limited. This study aims to investigate the impact of patient health information seeking and physician-patient communication in OHCs on patient compliance.

METHODS

This study established a research model and proposed six hypotheses. An anonymous investigation was conducted using Chinese OHCs. Confirmatory factor analysis, partial least squares, and structural equation modelling were used to test the hypotheses.

RESULTS

We received 371 responses, and 316 of them were valid. Patient health information seeking and physician-patient communication frequency in OHCs had positive impacts on patients' perceived affective and cognitive empathies, which positively impacted patient compliance.

CONCLUSIONS

Patient compliance can be improved by patient health information seeking and physician-patient communication in OHCs and affective and cognitive empathies. Patients' perceived affective empathy is the preferred perspective to improve patient compliance.

PRACTICE IMPLICATIONS

Physicians should encourage patients to seek health information and communicate with them through OHCs, be concerned about patients' experiences, feelings, and attitudes, understand patients' demands and mental states, and show their patients that they can feel patients' pain. Increasing physician-patient communication frequency in OHCs can help improve patient compliance.

Coverage of the COVID-19 Pandemic in the Online Versions of Highly Circulated U.S. Daily Newspapers

With the proliferation of news and the abundance of unknowns, COVID-19 information became rife with rumors and infiltrated consumers with confusion and information overload. In situations like this, it is important to provide consumers with credible and reliable information about the pandemic which is affecting their lives and livelihoods. Articles about coronavirus published in online versions of USA Today online, Wall Street Journal online and NYTimes.com between January and March 2020 were identified. Only articles where the search terms appeared in the headline were included as it was considered a more effective approach to understanding the health communication trends for this outbreak. These criteria resulted in 5,285 articles published on this topic during this time. All articles were imported into Dedoose mixed-methods software for thematic analysis. The frequency of each identified theme appearing in reviewed articles was counted, together with excerpts illustrating the specific theme. Overall, the five most common themes appearing in reviewed articles were "financial impact of COVID-19" (11.6%), "stories of affected individuals" (7.0%), "death and death rates" (6.8%), "precaution recommendations for public" (6.2%), and "quarantine" (5.9%). The newspapers did not just report the numbers (number of infections, ventilators, deaths, economic losses) but they also reported the context of the pandemic, such as, impact on economy, efforts to slow the spread of infection, switch to working from home, presence of health disparities, scientific search for reliable COVID-19 tests, and effect on supply chains. News media play a vital role in enhancing understanding of pandemic, but also in shaping public response to public health messages.

How individual and neighborhood characteristics relate to health topic awareness and information seeking

Structural determinants of health like neighborhood are often overlooked in the context of understanding public awareness of health topics and health information seeking behaviors. Seeking health information is particularly relevant given that some communities have higher prevalence of disease than others. Using the Structural Influence Model of Health Communication (SIMHC), this paper examines how both individual and neighborhood level characteristics contribute to health communication outcomes such as being aware of health topics like cancer, obesity, and HIV, and whether or not individual seeking health-related information or coming across information in the course of their general media use. Respondents to the Southeastern Pennsylvania Household Health Survey (SEPa HHS), a county-stratified random sample of adults ages 18-75 years old, who completed the survey in 2015, were recontacted for participation in 2017. Over one-thousand respondents (n=1,005) completed the survey, and the final sample size for this analysis was 887. Individual level correlates included demographic factors and relevant lifestyle behaviors (e.g., smoking); neighborhood level variables- determined by ZIP Code- included such socioeconomic status (SES) measures as percent unemployed, percent with a high school education, and percent living in poverty. Multilevel modeling was used to determine whether there were random effects on the health communication outcomes of interest. Analyses showed our outcomes of interest did not vary across neighborhoods, whether they were treated as random or fixed effects. Different characterizations of neighborhood (e.g., census block group) and different indicators of neighborhood media environments may be more likely to demonstrate macro level effects on health communication outcomes.

•

Neighborhood characteristics were not related to awareness of different health topics or health information seeking behavior.

•

For most topics, reported awareness of health topics from the media was greater than from medical providers.

•

Information scanning was more prevalent among those with a college education and who were younger and female.

[How do people in Germany seek health information? Insights from the first wave of HINTS Germany]

BACKGROUND

Dynamic developments in the healthcare system are associated with a more active and more participatory patient role, in which patients make informed decisions and help shape their care. This points to the increasing role of health information and health information seeking behaviors. But to date, the health information seeking behavior of people in Germany hasn't been subject to systematic survey research. The German Health Information National Trends Survey (HINTS Germany) closes this gap.

METHODS

HINTS Germany was fielded as a telephone survey with a sample of N = 2902 people. The questionnaire covers various aspects of the search for and use of health information, healthcare, health status, and health-related behaviors.

RESULTS

First results show regional and gender differences in health information seeking. One in four respondents reports problems concerning the process of health information seeking. The most used health information sources are doctors and other health professionals as well as the Internet, whereby respondents trust health information from doctors by far the most.

DISCUSSION

The rather rare use of the Internet as the primary source corresponds to the lower level of trust that the respondents place in the Internet as a source of health information, which is also known from other studies. However, this should not hide the fact that the Internet can be of great importance as a supplementary source, i.e., used in combination with other information, for example after a doctor's visit. HINTS Germany provides a data basis representative of the adult population in Germany, with which the importance of health information seeking for health-related attitudes and behaviors can be analyzed in a differentiated manner.

Use and importance of different information sources among patients with rare diseases and their relatives over time: a qualitative study

BACKGROUND

Finding reliable information on one of more than 7000 rare diseases is a major challenge for those affected. Since rare diseases are defined only by the prevalence criterion, a multitude of heterogeneous diseases are included. Common to all, however, are difficulties regarding information access. Even though various quantitative studies have analyzed the use of different information sources for specific rare diseases, little is known about the use of information sources for different rare diseases, how users rate these information sources based on their experiences, and how the use and importance of these information sources change over time.

METHODS

Fifty-five patients with a variety of rare diseases and 13 close relatives participated in qualitative interviews. For these interviews, a semi-structured guideline was developed, piloted, and revised. Data analysis involved a qualitative content analysis developed by Philipp Mayring.

RESULTS

The participants considered internet as the most important and widespread information source, especially for early information. Although patients have difficulty dealing with information obtained online, they consider online searching a quick and practical option to gather information. During the course of the disease, personal contact partners, especially self-help associations and specialized doctors, become more important. This is also because information provided online is sometimes insufficiently detailed to answer their information needs, which can be complemented by information from doctors and self-help.

CONCLUSIONS

People rarely use just one type of source, but rather refer to different sources and informants. The source used depends on the type of information sought as well as other person-related factors such as preexisting knowledge and the disease stage. To improve people's information searching and connect them with medical specialists in rare diseases, a central information portal on rare diseases might be a suitable access point to provide free and quality assured information for patients, caregivers, and physicians. This would allow not only patients but also doctors to find quality assured information on symptoms and therapies as well as patient associations and specialized doctors.

Information seeking in the context of cigarette smoking: predictors from the Comprehensive Model of Information Seeking (CMIS)

Background: The CMIS indicates that key variables in actively obtaining information on cigarette smoking are demographics, direct experience, salience, and beliefs, which affects subsequent evaluations and utility of information. Method: Cross-sectional data were drawn from the HINTS-FDA 2015 national survey in which a stratified random sample of the U.S. postal addresses (N = 3,738) self-administered a mailed paper questionnaire. Path analysis was conducted to test the CMIS. Results: Age, income, education, sexual orientation, beliefs about behavior change, and salience are significant predictors of perceived utility of information.Direct predictors of information seeking on health effects are comprehension of information (β = .06, 95% CI: .02-.09, p < .05), trust in information sources (β = .23, 95% CI: .18-.276, p < .01), and confidence in obtaining information (β = .10, 95% CI: .047-.160, p < .05). The final model produced fit indices of c² = 356.48, df = 24, CFI = .91, RMSEA = .061 (95% CI: .055-.067), R² = .098. Conclusions: The CMIS is a valid theoretical framework in predicting information seeking on cigarette smoking. This study closes a gap in the literature by addressing key factors simultaneously that influence information seeking on health effects and cessation of cigarette smoking.

Why do patients follow physicians' advice? The influence of patients' regulatory focus on adherence: an empirical study in China

Background

In general, medical regimens and treatments are more likely to be effective if patients follow their physicians’ advice. However, limited studies have focused on the relationship between regulatory focus and patient adherence. This study explores the antecedents of patient adherence employing regulatory focus theory.

Methods

This study established a research model consisting of two independent variables, two mediators, one dependent variable, two moderators, three control variables, and six hypotheses. An online survey involving 336 valid responses was conducted to collect data in China. We used structural equation modelling and confirmatory factor analysis to test the hypotheses and to develop the research model.

Results

The reliability and validity of the measures were accepted. In terms of control variables, age had a positive effect on conservative treatment-related health information seeking behaviour, and patients with different resident statuses held different attitudes towards seeking conservative treatment-related health information. However, educational level did not have any effect on the variables of the research model. The hypothesis testing results corroborate that promotion focus had a positive impact on patients’ emerging treatment-related health information seeking behaviour; prevention focus had a positive impact on patients’ conservative treatment-related health information seeking behaviour, which had a positive impact on patient adherence. In addition, media campaigns had a positive impact on the relationship between promotion focus and emerging treatment-related health information seeking behaviour, and website reputation had a positive impact on the relationship between prevention focus and conservative treatment-related health information seeking behaviour.

Conclusions

Individuals can be encouraged to seek health information and share health-related knowledge through mass media, such as the Internet, when the quality of information, especially information from online sources, is guaranteed. In addition, physicians need to improve their professionalism and expand their knowledge of conservative healthcare. As a further application of our work, an Internet information recommendation system can be designed to recommend different types of health information for users according to their regulatory focus.

Electronic supplementary material

The online version of this article (10.1186/s12913-019-4127-9) contains supplementary material, which is available to authorized users.

Where else would I look for it? A five-country qualitative study on purposes, strategies, and consequences of online health information seeking

Background

Online health information (OHI) is widely available and consulted by many people in Western countries to gain health advice. The main goal of the present study is to provide a detailed account of the experiences among people from various demographic backgrounds living in high-income countries, who have used OHI.

Design and methods

Thematic analysis of 165 qualitative semi-structured interviews conducted among OHI users residing in Australia, Israel, the Netherlands, Norway, and Switzerland was performed.

Results

The lived experience of people using OHI seem not to differ across countries. The interviews show that searches for OHI are motivated from curiosity, sharing of experiences, or affirmation for actions already taken. Most people find it difficult to appraise the information, leading them to cross-check sources or discuss OHI with others. OHI seems to impact mostly some specific types of health behaviors, such as changes in diet or physical activity, while it only plays a complementary role for more serious health concerns. Participants often check OHI before seeing their GP, but are reluctant to discuss online content with health care personnel due to expected negative reception.

Conclusions

This study adds to the body of knowledge on eHealth literacy by demonstrating how OHI affects overall health behavior, strengthens patients’ ability to understand, live with, and prepare themselves for diverse health challenges. The increasing digitalization of health communication and health care calls for further research on digital divides and patient-professional relations. Health care professionals should acknowledge OHI seeking and engage in discussions with patients to enable them to appreciate OHI, and to support shared decision making in health care. The professionals can utilize patient’s desire to learn as a resource for health prevention, promotion or treatment, and empowerment.

Men's health on the web: an analysis of current resources

INTRODUCTION

Men's health research covers a broad range of topics. Men and women face different barriers to health, with men almost universally having a lower life expectancy than women. Access to high-quality information on men's health topics is potentially an important part of engaging men with medical services. We aim to assess the quality of men's health resources available on the internet across 4 developed countries using a tier-based rating system as well as the World Health Organisation Health on the Net (HON) standards.

METHODS

The Google search engine imbedded with the Health on the Net toolbar was used to assess 357 websites across Australia, Canada, America and United Kingdom using the search term 'men's health'. The websites were further subdivided into 3 tiers by 2 independent investigators, with tier 1 websites defined as government or health organisation sponsored, tier 2 websites defined as being sponsored by health services such as private clinics and insurance providers, and tier 3 websites being websites that did not meet criteria for the first 2 tiers.

RESULTS

Overall, 28% of websites were rated as tier 1, 26% as tier 2 and 46% as tier 3. The HONcode accreditation was overall 39% of tier 1 websites. The majority of websites reviewed were in the tier 3 category, and 35% of overall websites being non-health or non-medically related.

DISCUSSION

The lack of 'relevant' and HONcode-accredited websites relating to men's health should be appreciated by health care professionals.

Segmentation of Mexican-Heritage Immigrants: Acculturation Typology and Language Preference in Health Information Seeking

With the fast growing number of Mexican immigrants in the United States, more attention is needed to understand the relationship between acculturation and language preference in health information seeking. Latent class analysis provides one useful approach to understanding the diversity in sample of Mexican immigrants (N = 238). Based on 13 linguistic, psychological and behavioral indicators for acculturation, four discrete subgroups were characterized: (1) Less acculturated, (2) Moderately acculturated, (3) Highly acculturated, (4) Selectively bicultural. A Chi-square test revealed that three sub-groups were significantly different in language preference when seeking health information. Less acculturated and moderately acculturated groups sought health information in Spanish, whereas the highly acculturated group preferred English for health information. Selectively bicultural group preferred bilingual health information. Implications for health campaign strategies using audience segmentation are discussed.

Seeking and using intention of health information from doctors in social media: The effect of doctor-consumer interaction

OBJECTIVE

The aim of this study is to investigate how doctor-consumer interaction in social media influences consumers' health information seeking and usage intention.

METHODS

Based on professional-client interaction theory and expectation confirmation theory, we propose that doctor-consumer interaction can be divided into instrumental interaction and affective interaction. These two types of interaction influence consumers' health information seeking and usage intention through consumer satisfaction and trust towards doctors. To validate our proposed research model, we employed the survey method. The measurement instruments for all constructs were developed based on previous literatures, and 352 valid answers were collected by using these instruments.

RESULTS

Our results reveal that consumers' intention to seek health information significantly predicts their intention to use health information from social media. Meanwhile, both consumer satisfaction and trust towards doctors influences consumers' health information seeking and usage intention significantly. With regards to the impact of the interaction between doctors and consumers, the results show that both types of doctor-consumer interaction significantly affect consumer satisfaction and trust towards doctors. The mediation analysis confirms the mediation role of consumer satisfaction and trust towards doctors.

CONCLUSIONS

Compared with many intentional intervention programs, doctor-consumer interaction can be treated as an effective intervention with low cost to promote consumers' health information seeking and usage. Meanwhile, both instrumental and affective interaction should be highlighted for the best interaction results. At last, consumer satisfaction and trust towards doctors could be considered as the important working mechanisms for the effect of doctor-consumer interaction.

Nativity and language preference as drivers of health information seeking: examining differences and trends from a U.S. population-based survey

OBJECTIVE

To examine differences in health information seeking between U.S.-born and foreign-born populations in the U.S.

DESIGN

Data from 2008 to 2014 from the Health Information National Trends Survey were used in this study (n = 15,249). Bivariate analyses, logistic regression, and predicted probabilities were used to examine health information seeking and sources of health information.

RESULTS

Findings demonstrate that 59.3% of the Hispanic foreign-born population reported looking for health information, fewer than other racial/ethnic groups in the sample. Compared with non-Hispanic White, non-Hispanic Black (OR = 0.62) and Hispanic foreign-born individuals (OR = 0.31) were the least likely to use the internet as a first source for health information. Adjustment for language preference explains much of the disparity in health information seeking between the Hispanic foreign-born population and Whites; controlling for nativity, respondents who prefer Spanish have 0.25 the odds of using the internet as a first source of health information compared to those who prefer English.

CONCLUSION

Foreign-born nativity and language preference are significant determinants of health information seeking. Further research is needed to better understand how information seeking patterns can influence health care use, and ultimately health outcomes. To best serve diverse racial and ethnic minority populations, health care systems, health care providers, and public health professionals must provide culturally competent health information resources to strengthen access and use by vulnerable populations, and to ensure that all populations are able to benefit from evolving health information sources in the digital age.

Detecting clinically related content in online patient posts

Patients with chronic health conditions use online health communities to seek support and information to help manage their condition. For clinically related topics, patients can benefit from getting opinions from clinical experts, and many are concerned about misinformation and biased information being spread online. However, a large volume of community posts makes it challenging for moderators and clinical experts, if there are any, to provide necessary information. Automatically identifying forum posts that need validated clinical resources can help online health communities efficiently manage content exchange. This automation can also assist patients in need of clinical expertise by getting proper help. We present our results on testing text classification models that efficiently and accurately identify community posts containing clinical topics. We annotated 1817 posts comprised of 4966 sentences of an existing online diabetes community. We found that our classifier performed the best (F-measure: 0.83, Precision: 0.79, Recall:0.86) when using Naïve Bayes algorithm, unigrams, bigrams, trigrams, and MetaMap Symantic Types. Training took 5 s. The classification process took a fraction of 1 s. We applied our classifier to another online diabetes community, and the results were: F-measure: 0.63, Precision: 0.57, Recall: 0.71. Our results show our model is feasible to scale to other forums on identifying posts containing clinical topic with common errors properly addressed.

Assessing the significance of health information seeking in chronic condition management

OBJECTIVE

To examine the relationship between health information seeking and confidence in performing self-management activities, and to assess the influence of predisposing, enabling, and perceive need factors on confidence to perform self-management activities among adults with chronic conditions.

METHODS

The sample included 6724 adults from the 2007 Health Tracking Household Survey who were ≥18 years with a chronic condition. Binary logistic regression examined the relationship between health information seeking, predisposing, enabling, and perceive need factors and confidence in performing three self-management activities; prevent symptoms, tell doctor concerns, and know when to get medical care.

RESULTS

Analyses indicated that 63.7% of adults sought health information. Rural residents who sought health information had 50% (95% CI: 0.28-0.89) lower odds of being confident to tell doctor concerns compared to urban residents who did not seek health information.

CONCLUSION

The relationship between health information seeking and confidence to perform self-management varies by self-management activity. Rurality, education level, having a usual source of care, and perceived health status strongly predict confidence to perform self-management activities.

PRACTICE IMPLICATIONS

Self-management strategies should incorporate health information seeking behavior that will enhance confidence to perform specific self-management activities, and should incorporate predisposing, enabling, and perceive need factors.

Understanding consumer health information-seeking behavior from the perspective of the risk perception attitude framework and social support in mobile social media websites

OBJECTIVE

This study integrates the risk perception attitude framework and social support to examine factors influencing consumers' intentions to seek health information in mobile social media websites.

METHOD

We develop a research model consisting of four social support dimensions, perceived health risk, health self-efficacy, and health information-seeking intention. A survey is conducted among patients with non-serious conditions. A two-step approach of structural equation modeling is used to test the research model.

RESULTS

Among the four dimensions of social support, tangible support and appraisal support significantly influence perceived risk, whereas emotional support and esteem support significantly influence health self-efficacy. Perceived health risk and health self-efficacy significantly influence the health information-seeking behavior intention of consumers. Specifically, health self-efficacy significantly moderates the relationship between perceived risk and behavior intention.

CONCLUSIONS

This study highlights the integrated effects of social capital and risk perception attitude framework on health information-seeking intention. It examines relationships among perceived health risk, health self-efficacy, and behavior intention in the mobile social media context. The findings help understand effects of social capital factors on perceived health risk and health self-efficacy.

Surrogate health information seeking in Europe: Influence of source type and social network variables

OBJECTIVES

Health information seeking on behalf of others is an important form of social support by which laypeople provide important sources of information for patients. Based on social network theory, we analyze whether this phenomenon also occurs in offline sources. We also seek to learn more about the type of relationships between information seekers and patients, as research to date indicates that surrogate seeking mostly occurs in close relationships between the seeker and the patient.

METHODS

Using a large-scale representative survey from the 28 member states of the European Union (N=26,566), our data comprise all respondents who reported seeking health information online or offline (n=18,750; 70.6%).

RESULTS

Within the past year, 61.0% of the online health information seekers and 61.1% of the offline health information seekers had searched on behalf of someone else. Independent of the information channel, surrogate seekers primarily searched for health information for family members (online: 89.8%; offline: 92.8%); they were significantly less likely to search for information on behalf of someone with whom they had weaker ties, such as colleagues (online: 25.1%; offline: 24.4%). In a multilevel generalized linear model, living together with someone was by far the most relevant determinant for surrogate seeking, with differences between countries or Internet activity being less important.

CONCLUSION

These results support the assumptions of social network theory. Implications are discussed, especially with regard to the provision of adequate health information.

Factors that impact Patient Web Portal Readiness (PWPR) among the underserved

OBJECTIVE

Healthcare organizations in the US are increasingly using Patient Portals as a means to provide patients with partial access to their health records and thereby comply with the 'meaningful use' of Health Information Technology policy issued by the US federal government. Patient portals are used to not only provide access to parts of the health records such as lab results but also offer services such as customized educational materials and appointment scheduling. While prior studies examining the adoption rates of these patient portals have not offered consistent findings, many of the studies have reported limited adoption and use [1] of patient portals, especially among the underserved population. This study explores the factors behind the reduced adoption rate of patient portals among the underserved by focusing on their Patient Web Portal Readiness (PWPR).

DESIGN

The study empirically evaluates the impact of three important variables on PWPR among the underserved: (a) Personal Health Information Management (PHIM) activities, (b) patient attitude toward personal health record keeping; and (c) use of Internet for health information seeking. The study also incorporates three other factors: (d) access to Internet; (e) demographics; and (f) presence of chronic illness.

MEASUREMENTS

Data were collected through a survey from 132 patients from the underserved population who visited 5 free clinics in the Northern Virginia area in the US. The paper-based survey was administered to the patients who visited these free clinics for care.

RESULTS

The study findings show support for the hypotheses related to the impact of the two key factors - Personal Health Information Management (PHIM) activities and attitude toward personal health record keeping - on PWPR. The findings also indicate that the use of Internet for health information seeking has relatively more impact than patient's Internet access on PWPR. Overall, the findings imply the critical importance of complementary activities - e.g., PHIM activities, Internet-based health information seeking - to enhance PWPR among the underserved population.

Characterizing internet health information seeking strategies by socioeconomic status: a mixed methods approach

Background

The Internet is valuable for those with limited access to health care services because of its low cost and wealth of information. Our objectives were to investigate how the Internet is used to obtain health-related information and how individuals with differing socioeconomic resources navigate it when presented with a health decision.

Methods

Study participants were recruited from public settings and social service agencies. Participants listened to one of two clinical scenarios – consistent with influenza or bacterial meningitis – and then conducted an Internet search. Screen-capture video software captured the Internet search. Participant Internet search strategies were analyzed and coded for pre- and post-Internet search guess at diagnosis and information seeking patterns. Individuals who did not have a college degree and were recruited from locations offering social services were categorized as “lower socioeconomic status” (SES); the remainder was categorized as “higher SES.” Participants were 78 Internet health information seekers, ranging from 21–35 years of age, who experienced barriers to accessing health care services.

Results

Lower-SES individuals were more likely to use an intuitive, rather than deliberative, approach to Internet health information seeking. Lower- and higher-SES participants did not differ in the tendency to make diagnostic guesses based on Internet searches. Lower-SES participants were more likely than their higher-SES counterparts to narrow the scope of their search.

Conclusions

Our findings suggest that individuals with different levels of socioeconomic status vary in the heuristics and search patterns they rely upon to direct their searches. The influence and use of credible information in the process of making a decision is associated with education and prior experiences with healthcare services. Those with limited resources may be disadvantaged when turning to the Internet to make a health decision.

Assessing the influence of health literacy on health information behaviors: A multi-domain skills-based approach

OBJECTIVE

The aim of this study is to investigate the relationship between five domain-specific skills of health literacy: Find Health Information (FHI), Appraise Health Information (AHI), Understand Health Information to act (UHI), Actively Manage One's Health (AMH), and E-health literacy (e-Heals), and health information seeking behaviors and three categories of health outcomes.

METHODS

A survey was implemented and data was collected from 1062 college going adults and analyzed using bivariate tests and multiple regression analysis.

RESULTS

Among the five domain-specific Health Literacy skills, AHI and e-Heals were significantly associated with the use of traditional sources and the Internet for healthcare information respectively. Similarly and AMH and e-Heals were significantly associated with the use of traditional sources and the Internet for health lifestyle information respectively. Lastly AHI, AMH and e-Heals were significantly associated with the three categories of outcomes, and AFH was significantly associated with cognitive and instrumental outcomes, but not doctor-patient communication outcomes.

CONCLUSION

Consumers' ability to use different health sources for both healthcare and health lifestyle information, and the three categories of health outcomes are associated with different domain-specific health literacy skills.

PRACTICE IMPLICATIONS

Health literacy initiatives may be improved by focusing on clients to develop domain-specific skills that increase the likelihood of using health information sources and accrue benefits.

Exploring the role of health literacy in the evaluation of online health information: Insights from a mixed-methods study

OBJECTIVE

To gain new insights into the relationship between health literacy and evaluation of online health information.

METHODS

Using a mixed-methods approach, forty-four semi-structured interviews were conducted followed by a short questionnaire on health literacy and eHealth literacy. Qualitative and quantitative data were merged to explore differences and similarities among respondents with different health literacy levels.

RESULTS

Thematic analysis showed that most respondents did not question the quality of online health information and relied on evaluation criteria not recognized by existing web quality guidelines. Individuals with low health literacy, despite presenting higher eHealth literacy scores, appeared to use less established criteria and to rely more heavily on non-established ones compared to those with high health literacy.

CONCLUSION

Disparities in evaluation ability among people with different health literacy might be related to differences in awareness of the issue and to the use of different evaluation criteria. Future research should quantitatively investigate the interplay between health literacy, use of established and non-established criteria, and ability to evaluate online health information.

PRACTICE IMPLICATIONS

Communication and patient education efforts should aim to raise awareness on online health information quality and to promote use of established evaluation criteria, especially among low health literate citizens.

Health Information Seeking Among Rural African Americans, Caucasians, and Hispanics: It Is Built, Did They Come?

This cross-sectional study examines health information-seeking behaviors and access to and use of technology among rural African Americans, Caucasians, and Hispanics. There was a low level of health information seeking across the sample. Few used smartphones or tablets and did not endorse receiving health information from their health care provider by e-mail. Printed materials remained a source of health information as did friends and family. Information should be shared using multiple platforms including more passive methods such as television and radio. More research is needed to ensure the health literacy, numeracy, and ability to navigate the online environment.

Barriers to health information seeking in Iranian patients with cardiovascular disease: a qualitative study

OBJECTIVE

Providing patients with health care information is a critical component of the process of cardiovascular disease (CVD) management. The purpose of this study was to explore obstacles to seeking health care information among cardiovascular patients from the perspectives of patients, their family caregivers, and health care providers.

METHODS

This study was conducted with a qualitative approach using conventional qualitative content analysis. The study included 31 Iranian participants including 16 cardiovascular patients, 5 family members, and 10 health care providers (multidisciplinary). Data were collected with semi-structured interviews and continued to the point of data saturation. Analysis of the data was performed continually and concurrently with data collection of using a comparative method.

RESULTS

Five themes emerged including 'poor quality of information provision,' 'mutual ambiguity,' 'beliefs, faith, and expectations,' 'from routine life to obtaining information,' and 'conditions governing information seekers.' Seven sub-themes indicated participants' experiences and understandings of obstacles in health care information seeking.

CONCLUSION

Health care information seeking in cardiovascular patients and their family members occurs as a result of the influence of beliefs, interaction with numerous information sources, and in the context and structure that the care and information are provided. Understanding the nature of obstacles to health information seeking will help health care policy makers to provide evidence-based, reliable, and patient-centered information to encourage cardiovascular patients' involvement in treatment decisions.

Text classification for assisting moderators in online health communities

OBJECTIVES

Patients increasingly visit online health communities to get help on managing health. The large scale of these online communities makes it impossible for the moderators to engage in all conversations; yet, some conversations need their expertise. Our work explores low-cost text classification methods to this new domain of determining whether a thread in an online health forum needs moderators' help.

METHODS

We employed a binary classifier on WebMD's online diabetes community data. To train the classifier, we considered three feature types: (1) word unigram, (2) sentiment analysis features, and (3) thread length. We applied feature selection methods based on χ² statistics and under sampling to account for unbalanced data. We then performed a qualitative error analysis to investigate the appropriateness of the gold standard.

RESULTS

Using sentiment analysis features, feature selection methods, and balanced training data increased the AUC value up to 0.75 and the F1-score up to 0.54 compared to the baseline of using word unigrams with no feature selection methods on unbalanced data (0.65 AUC and 0.40 F1-score). The error analysis uncovered additional reasons for why moderators respond to patients' posts.

DISCUSSION

We showed how feature selection methods and balanced training data can improve the overall classification performance. We present implications of weighing precision versus recall for assisting moderators of online health communities. Our error analysis uncovered social, legal, and ethical issues around addressing community members' needs. We also note challenges in producing a gold standard, and discuss potential solutions for addressing these challenges.

CONCLUSION

Social media environments provide popular venues in which patients gain health-related information. Our work contributes to understanding scalable solutions for providing moderators' expertise in these large-scale, social media environments.