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Journal of Medical Internet Research | 2014

Predictors of eHealth Usage: Insights on The Digital Divide From the Health Information National Trends Survey 2012

Emily Z. Kontos; Kelly D. Blake; Wen-Ying Sylvia Chou; Abby Prestin

Background Recent eHealth developments have elevated the importance of assessing the extent to which technology has empowered patients and improved health, particularly among the most vulnerable populations. With noted disparities across racial and social groups in chronic health outcomes, such as cancer, obesity, and diabetes, it is essential that researchers examine any differences in the implementation, uptake, and impact of eHealth strategies across groups that bear a disproportionate burden of disease. Objective The goal was to examine eHealth use by sociodemographic factors, such as race/ethnicity, socioeconomic status (SES), age, and sex. Methods We drew data from National Cancer Institute’s 2012 Health Information National Trends Survey (HINTS) (N=3959) which is publicly available online. We estimated multivariable logistic regression models to assess sociodemographic predictors of eHealth use among adult Internet users (N=2358) across 3 health communication domains (health care, health information–seeking, and user-generated content/sharing). Results Among online adults, we saw no evidence of a digital use divide by race/ethnicity. However, there were significant differences in use by SES, particularly for health care and health information–seeking items. Patients with lower levels of education had significantly lower odds of going online to look for a health care provider (high school or less: OR 0.50, 95% CI 0.33-0.76) using email or the Internet to communicate with a doctor (high school or less: OR 0.46, 95% CI 0.29-0.72), tracking their personal health information online (high school or less: OR 0.53, 95% CI 0.32-0.84), using a website to help track diet, weight, and physical activity (high school or less: OR 0.64, 95% CI 0.42-0.98; some college: OR 0.67, 95% CI 0.49-0.93), or downloading health information to a mobile device (some college: OR 0.54, 95% CI 0.33-0.89). Being female was a consistent predictor of eHealth use across health care and user-generated content/sharing domains, whereas age was primarily influential for health information–seeking. Conclusions This study illustrates that lower SES, older, and male online US adults were less likely to engage in a number of eHealth activities compared to their counterparts. Future studies should assess issues of health literacy and eHealth literacy and their influence on eHealth engagement across social groups. Clinical care and public health communication efforts attempting to leverage Web 2.0 and 3.0 platforms should acknowledge differential eHealth usage to better address communication inequalities and persistent disparities in health.


Nicotine & Tobacco Research | 2015

Use of E-Cigarettes Among Current Smokers: Associations Among Reasons for Use, Quit Intentions, and Current Tobacco Use

Lila J. Finney Rutten; Kelly D. Blake; Amenah A. Agunwamba; Rachel Grana; Patrick M. Wilson; Jon O. Ebbert; Janet Okamoto; Scott J. Leischow

INTRODUCTION Research has documented growing availability and use of e-cigarettes in the United States over the last decade. METHODS We conducted a national panel survey of current adult cigarette smokers to assess attitudes, beliefs, and behaviors relating to e-cigarette use in the United States (N = 2,254). RESULTS Among current cigarette smokers, 20.4% reported current use of e-cigarettes on some days and 3.7% reported daily use. Reported reasons for e-cigarette use included: quit smoking (58.4%), reduce smoking (57.9%), and reduce health risks (51.9%). No significant differences in sociodemographic characteristics between e-cigarette users and nonusers were observed. Prior quit attempts were reported more frequently among e-cigarette users (82.8%) than nonusers (74.0%). Intention to quit was reported more frequently among e-cigarette users (64.7%) than nonusers (46.8%). Smokers intending to quit were more likely to be e-cigarette users than those not intending to quit (odds ratio [OR] = 1.90, CI =1.36-2.65). Those who used e-cigarettes to try to quit smoking (OR = 2.25, CI = 1.25-4.05), reduce stress (OR = 3.66, CI = 1.11-12.09), or because they cost less (OR = 3.42, CI = 1.64-7.13) were more likely to report decreases in cigarette smoking than those who did not indicate these reasons. Smokers who reported using e-cigarettes to quit smoking (OR = 16.25, CI = 8.32-31.74) or reduce stress (OR = 4.30, CI = 1.32-14.09) were significantly more likely to report an intention to quit than those who did not indicate those reasons for using e-cigarettes. CONCLUSIONS Nearly a quarter of smokers in our study reported e-cigarettes use, primarily motivated by intentions to quit or reduce smoking. These findings identify a clinical and public health opportunity to re-engage smokers in cessation efforts.


Journal of Health Communication | 2008

Occupational Practices and the Making of Health News: A National Survey of U.S. Health and Medical Science Journalists

Kasisomayajula Viswanath; Kelly D. Blake; Helen I. Meissner; Nicole Gottlieb Saiontz; Corey Mull; Carol S. Freeman; Bradford W. Hesse; Robert T. Croyle

News media coverage of health topics can frame and heighten the salience of health-related issues, thus influencing the publics beliefs, attitudes, and behaviors. Through their routine coverage of scientific developments, news media are a critical intermediary in translating research for the public, patients, practitioners, and policymakers. Until now, little was known about how health and medical science reporters and editors initiate, prioritize, and develop news stories related to health and medicine. We surveyed 468 reporters and editors representing 463 local and national broadcast and print media outlets to characterize individual characteristics and occupational practices leading to the development of health and medical science news. Our survey revealed that 70% of respondents had bachelors degrees; 8% were life sciences majors in college. Minorities are underrepresented in health journalism; 97% of respondents were non-Hispanic and 93% were White. Overall, initial ideas for stories come from a “news source” followed by press conferences or press releases. Regarding newsworthiness criteria, the “potential for public impact” and “new information or development” are the major criteria cited, followed by “ability to provide a human angle” and “ability to provide a local angle.” Significant differences were seen between responses from reporters vs. editors and print vs. broadcast outlets.


American Journal of Preventive Medicine | 2015

Predictors of Human Papillomavirus Awareness and Knowledge in 2013: Gaps and Opportunities for Targeted Communication Strategies

Kelly D. Blake; Allison J. Ottenbacher; Lila J. Finney Rutten; Meredith A. Grady; Sarah Kobrin; Robert M. Jacobson; Bradford W. Hesse

BACKGROUND Nearly 80 million people in the U.S. are currently infected with at least one of two strains of human papillomavirus (HPV), which is associated with 70% of cervical cancers. Greater cervical cancer mortality has been observed among women of lower SES and those living in rural, versus urban, areas. African American and Hispanic women are significantly more likely to die from cervical cancer than non-Hispanic white women. PURPOSE To assess current population awareness of and knowledge about HPV and the HPV vaccine, as well as the contribution of sociodemographic characteristics to disparities in HPV awareness and knowledge. METHODS Cross-sectional data were obtained from the National Cancer Institutes 2013 Health Information National Trends Survey (HINTS; N=3,185). Multivariable logistic regression was employed to identify gaps in awareness and knowledge by sex, education, income, race/ethnicity, geographic area, and other important sociodemographic characteristics. Analyses were conducted in 2014. RESULTS Sixty-eight percent of Americans had heard of HPV and the HPV vaccine. Consistent with the Knowledge Gap Hypothesis, awareness and knowledge were patterned by sex, age, education, and other important sociodemographic factors. Those in rural areas were less likely than those in urban areas to know that HPV causes cervical cancer. Less than 5% of Americans were aware that HPV often clears on its own without treatment. CONCLUSIONS Although awareness and knowledge of HPV is increasing, there are opportunities to target communication with populations for whom knowledge gaps currently exist, in order to promote dialogue about the vaccine among patients and their providers.


American Journal of Preventive Medicine | 2015

Research ArticlePredictors of Human Papillomavirus Awareness and Knowledge in 2013: Gaps and Opportunities for Targeted Communication Strategies

Kelly D. Blake; Allison J. Ottenbacher; Lila J. Finney Rutten; Meredith A. Grady; Sarah Kobrin; Robert M. Jacobson; Bradford W. Hesse

BACKGROUND Nearly 80 million people in the U.S. are currently infected with at least one of two strains of human papillomavirus (HPV), which is associated with 70% of cervical cancers. Greater cervical cancer mortality has been observed among women of lower SES and those living in rural, versus urban, areas. African American and Hispanic women are significantly more likely to die from cervical cancer than non-Hispanic white women. PURPOSE To assess current population awareness of and knowledge about HPV and the HPV vaccine, as well as the contribution of sociodemographic characteristics to disparities in HPV awareness and knowledge. METHODS Cross-sectional data were obtained from the National Cancer Institutes 2013 Health Information National Trends Survey (HINTS; N=3,185). Multivariable logistic regression was employed to identify gaps in awareness and knowledge by sex, education, income, race/ethnicity, geographic area, and other important sociodemographic characteristics. Analyses were conducted in 2014. RESULTS Sixty-eight percent of Americans had heard of HPV and the HPV vaccine. Consistent with the Knowledge Gap Hypothesis, awareness and knowledge were patterned by sex, age, education, and other important sociodemographic factors. Those in rural areas were less likely than those in urban areas to know that HPV causes cervical cancer. Less than 5% of Americans were aware that HPV often clears on its own without treatment. CONCLUSIONS Although awareness and knowledge of HPV is increasing, there are opportunities to target communication with populations for whom knowledge gaps currently exist, in order to promote dialogue about the vaccine among patients and their providers.


Emerging Infectious Diseases | 2010

Employment and Compliance with Pandemic Influenza Mitigation Recommendations

Kelly D. Blake; Robert J. Blendon; Kasisomayajula Viswanath

Noncompliance may result from job insecurity and financial problems associated with missing work.


Journal of Community Health | 2010

Challenges in Covering Health Disparities in Local News Media: An Exploratory Analysis Assessing Views of Journalists

Sherrie Flynt Wallington; Kelly D. Blake; Kalahn Taylor-Clark; Kasisomayajula Viswanath

News coverage of health topics influences knowledge, attitudes, and behaviors at the individual level, and agendas and actions at the institutional and policy levels. Because disparities in health often are the result of social inequalities that require community-level or policy-level solutions, news stories employing a health disparities news frame may contribute to agenda-setting among opinion leaders and policymakers and lead to policy efforts aimed at reducing health disparities. This study objective was to conduct an exploratory analysis to qualitatively describe barriers that health journalists face when covering health disparities in local media. Between June and October 2007, 18 journalists from television, print, and radio in Boston, Lawrence, and Worcester, Massachusetts, were recruited using a purposive sampling technique. In-depth, semi-structured interviews were conducted by telephone, and the crystallization/immersion method was used to conduct a qualitative analysis of interview transcripts. Our results revealed that journalists said that they consider several angles when developing health stories, including public impact and personal behavior change. Challenges to employing a health disparities frame included inability to translate how research findings may impact different socioeconomic groups, and difficulty understanding how findings may translate across racial/ethnic groups. Several journalists reported that disparities-focused stories are “less palatable” for some audiences. This exploratory study offers insights into the challenges that local news media face in using health disparities news frames in their routine coverage of health news. Public health practitioners may use these findings to inform communication efforts with local media in order to advance the public dialogue about health disparities.


Journal of Cancer Education | 2011

Illness Representations of Lung Cancer, Lung Cancer Worry, and Perceptions of Risk by Smoking Status

Lila J. Finney Rutten; Kelly D. Blake; Bradford W. Hesse; Erik Augustson; Sarah E. Evans

We examined perceived risk, worry, and illness representations of lung cancer by smoking status using data from the 2005 Health Information National Trends Survey (n = 1,765). Perceived lung cancer risk was rated “very high” more frequently by current (15.2%) than former (1.9%) and never (1.6%) smokers. Current smokers more frequently reported worry about lung cancer (18.4%) than former (3.1%) and never smokers (1.8%). Confusion about lung cancer prevention was higher among current (55.2%) than former (41.3%) or never smokers (38.2%). Agreement that lung cancer is caused by a person’s behavior was higher among never (86.1%) and former (82.6%) than current smokers (75.4%). In multivariable models, never (OR = .07) and former smokers (OR = .16) were less likely than current smokers to perceive their lung cancer risk as high. Never smokers (OR = .21) were significantly less likely than current smokers to report worrying about lung cancer, while former and current smokers did not differ.


Journal of Health Communication | 2016

Rationale, Procedures, and Response Rates for the 2015 Administration of NCI’s Health Information National Trends Survey: HINTS-FDA 2015

Kelly D. Blake; David B. Portnoy; Annette R. Kaufman; Chung-Tung Jordan Lin; Serena C. Lo; Eric Backlund; David Cantor; Lloyd Hicks; Amy Lin; Andrew R Caporaso; Terisa Davis; Richard P. Moser; Bradford W. Hesse

The National Cancer Institute (NCI) developed the Health Information National Trends Survey (HINTS) to monitor population trends in cancer communication practices, information preferences, health risk behaviors, attitudes, and cancer knowledge. The U.S. Food and Drug Administration (FDA) recognized HINTS as a unique data resource for informing its health communication endeavors and partnered with NCI to field HINTS-FDA 2015. HINTS-FDA 2015 was a self-administered paper instrument sent by mail May 29 to September 8, 2015, using a random probability-based sample of U.S. postal addresses stratified by county-level smoking rates, with an oversampling of high and medium-high smoking strata to increase the yield of current smokers responding to the survey. The response rate for HINTS-FDA 2015 was 33% (N = 3,738). The yield of current smokers (n = 495) was lower than expected, but the sampling strategy achieved the goal of obtaining more former smokers (n = 1,132). Public-use HINTS-FDA 2015 data and supporting documentation have been available for download and secondary data analyses since June 2016 at http://hints.cancer.gov. NCI and FDA encourage the use of HINTS-FDA for health communication research and practice related to tobacco-related communications, public knowledge, and behaviors as well as beliefs and actions related to medical products and dietary supplements.


Journal of Health Communication | 2014

Meeting the healthy people 2020 goals: using the Health Information National Trends Survey to monitor progress on health communication objectives.

Bradford W. Hesse; Anna Gaysynsky; Allison J. Ottenbacher; Richard P. Moser; Kelly D. Blake; Wen-Ying Sylvia Chou; Sana Vieux; Ellen Burke Beckjord

The Healthy People initiative outlines a comprehensive set of goals aimed at improving the nations health and reducing health disparities. Health communication has been included as an explicit goal since the launch of Healthy People 2010. The Health Information National Trends Survey (HINTS) was established as a means of exploring how the changing information environment was affecting the publics health, and is therefore an ideal tool for monitoring key health communication objectives included in the Healthy People agenda. In this article, the authors apply an integrative data analysis strategy to more than 10 years of HINTS data to demonstrate how public health surveillance can be used to evaluate broad national health goals, like those set forth under the Healthy People initiative. The authors analyzed just one item from the HINTS survey regarding Internet access in order to illustrate what public health surveillance tools, like HINTS, can reveal about important indicators that are of interest to all those who work to improve the health of the public. Results show that reported Internet penetration has exceeded the Healthy People 2020 target of 75.4%. HINTS data also allowed modeling of the effects of various sociodemographic factors, which revealed persistent differences on the basis of age and education, with the oldest age groups and those with less than a college education falling short of the Healthy People 2020 target as of 2013. Furthermore, although differences by race/ethnicity were observed, the analyses suggest that race in itself accounts for very little of the variance in Internet access.

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Bradford W. Hesse

National Institutes of Health

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Richard P. Moser

National Institutes of Health

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Annette R. Kaufman

National Institutes of Health

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Wen-Ying Sylvia Chou

National Institutes of Health

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