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Featured researches published by Rachel F. McCloud.


Public Health Reports | 2014

Media Use and Communication Inequalities in a Public Health Emergency: A Case Study of 2009–2010 Pandemic Influenza A Virus Subtype H1N1

Leesa Lin; Minsoo Jung; Rachel F. McCloud; Kasisomayajula Viswanath

Objectives. Studies have shown that differences among individuals and social groups in accessing and using information on health and specific threats have an impact on their knowledge and behaviors. These differences, characterized as communication inequalities, may hamper the strength of a societys response to a public health emergency. Such inequalities not only make vulnerable populations subject to a disproportionate burden of adversity, but also compromise the public health systems efforts to prevent and respond to pandemic influenza outbreaks. We investigated the effect of socioeconomic status (SES) and health communication behaviors (including barriers) on peoples knowledge and misconceptions about pandemic influenza A(H1N1) (pH1N1) and adoption of prevention behaviors. Methods. The data for this study came from a survey of 1,569 respondents drawn from a nationally representative sample of American adults during pH1N1. We conducted logistic regression analyses when appropriate. Results. We found that (1) SES has a significant association with barriers to information access and processing, levels of pH1N1-related knowledge, and misconceptions; (2) levels of pH1N1-related knowledge are associated positively with the adoption of recommended prevention measures and negatively with the adoption of incorrect protective behaviors; and (3) people with higher SES, higher news exposure, and higher levels of pH1N1-related knowledge, as well as those who actively seek information, are less likely than their counterparts to adopt incorrect prevention behaviors. Conclusion. Strategic public health communication efforts in public health preparedness and during emergencies should take into account potential communication inequalities and develop campaigns that reach across different social groups.


British Journal of Cancer | 2013

Class, race and ethnicity and information avoidance among cancer survivors

Rachel F. McCloud; Minsoo Jung; Stacy W. Gray; Kasisomayajula Viswanath

Background:Information seeking may increase cancer survivors’ ability to make decisions and cope with the disease, but many also avoid cancer information after diagnosis. The social determinants and subsequent communication barriers that lead to avoidance have not been explored. The purpose of this study is to examine the influence of social determinants on information avoidance among cancer survivors.Methods:We examined how health information avoidance is associated with structural and individual factors in a mail-based survey of 519 cancer survivors. Factor analysis was conducted to determine barriers to obtaining cancer information, and multivariable logistic regression models by gender were run to analyze social determinants of avoidance from an intersectional approach.Results:Participants who were younger, female, had greater debt and lower income, and had difficulty finding suitable information were more likely to avoid information. The probability of information avoidance increased when survivors reported barriers to information use or comprehension.Conclusion:These results indicate that survivors’ information avoidance may be driven, in part, by social determinants, particularly among those at the intersection of multiple social status categories. Customized strategies are needed that maximize the likelihood that information will be used by vulnerable groups such as those from a lower socioeconomic position.


Journal of the American Medical Informatics Association | 2016

Beyond access: barriers to internet health information seeking among the urban poor

Rachel F. McCloud; Cassandra A. Okechukwu; Glorian Sorensen; Kasisomayajula Viswanath

OBJECTIVE Communication inequalities deepen health disparities even when internet access is achieved. The goal of this study is to understand how a range of barriers may inhibit individuals from low socioeconomic position (SEP) from engaging with online health information even when it is freely available. MATERIALS AND METHODS Detailed data were collected from 118 low-SEP individuals from a randomized controlled trial providing internet access. Measures triangulated the health-seeking experience through internet use tracked in real-time, call log data, and self-reported barriers. Negative binomial regression models were fitted with technology and perceived predictors, and our outcome, health information seeking, and then stratified by medical status. RESULTS Participants experienced a median of two computer issues (median 6 days) and two internet issues (median 6.5 days). Duration of internet problems was associated with a decrease in the rate of internet health information seeking by a factor of 0.990 (P = .03) for each additional day. Participants with a medical problem who were frustrated in their search for health information had half the rate of health information seeking of those who were not frustrated (incidence rate ratio = 0.395, P = .030). DISCUSSION Despite IT support, participants still experienced internet connectivity issues that negatively impacted their health information seeking. Frustration in their search to find information may serve as an additional barrier to those who have medical issues. CONCLUSION After initial internet access, a second-level digital divide emerged due to connectivity issues, highlighting the need to understand the complex network of barriers experienced by low-SEP internet users.


Social Science & Medicine | 2017

Graphic health warnings as activators of social networks: A field experiment among individuals of low socioeconomic position

Shoba Ramanadhan; Rebekah H. Nagler; Rachel F. McCloud; Racquel E. Kohler; Kasisomayajula Viswanath

RATIONALE Graphic health warnings (GHWs) on cigarette packages present an important tobacco control opportunity, particularly for vulnerable populations suffering a disproportionate tobacco burden. One mechanism by which GHWs may influence smoking outcomes is by prompting interpersonal discussions within health discussion networks (the set of personal contacts with whom an individual discusses health issues). OBJECTIVE The study examined the association between GHW-prompted conversations within health discussion networks and key tobacco-related outcomes, with attention to valence and content of the discussions. METHOD Between August 2013 and April 2014, we recruited 1200 individuals from three communities in Massachusetts, emphasizing recruitment of individuals of low socioeconomic position (SEP) and members of other selected vulnerable groups. Respondents were exposed to the nine GHWs proposed by the FDA in 2011, asked a series of questions, and assessed at follow-up a few weeks later. RESULTS A total of 806 individuals were included in this analysis. About 51% of respondents reported having a health discussion network, with significantly lower reports among African-Americans and Hispanics compared to Whites. Around 70% of respondents (smokers and nonsmokers) with health discussion networks reported having one or more conversations about the GHWs with network members, the bulk of which were negative and focused on warning others about smoking. For smokers, we found a small but positive association between the percentage of network conversations that were negative and reports of quit attempts. CONCLUSION The results point to a potential mechanism by which GHWs may impact tobacco-related outcomes, prompting further inquiry into the role of health discussion networks (and discussion networks, more broadly) in tobacco control among low SEP individuals.


Journal of Medical Internet Research | 2016

Entertainment or Health? Exploring the Internet Usage Patterns of the Urban Poor: A Secondary Analysis of a Randomized Controlled Trial

Rachel F. McCloud; Cassandra A. Okechukwu; Glorian Sorensen; Kasisomayajula Viswanath

Background Important gaps remain in our knowledge of how individuals from low socioeconomic position (SEP) use the Internet for resources and in understanding the full range of activities they perform online. Although self-report data indicate that low SEP individuals use the Internet less than high SEP people for health information and for other beneficial capital-enhancing activities, these results may not provide an accurate overall view of online use. Objective The aim of this study was to determine the ways in which low SEP individuals use the Internet, including for entertainment, social networking, and capital-enhancing functions, and how they are associated with health information seeking. Methods Detailed Web tracking data were collected from 118 low SEP individuals who participated in the intervention group of a randomized controlled trial that provided Internet access. Websites were grouped by topic, including categories of capital-enhancing websites that provided access to resources and information. Different types of online activities were summed into an Internet use index. Single and multiple negative binomial regression models were fitted with the Internet use index as the predictor and health information seeking as the outcome. Next, models were fitted with low, medium, and high Web usage in capital-enhancing, entertainment, and social network categories to determine their associations with health information seeking. Results Participants used the Web for diverse purposes, with 63.6% (75/118) accessing the Internet for all defined types of Internet use. Each additional category of Internet use was associated with 2.12 times the rate of health information seeking (95% CI 1.84-2.44, P<.001). Higher use of each type of capital-enhancing information was associated with higher rates of health information seeking, with high uses of government (incident rate ratio [IRR] 8.90, 95% CI 4.82-16.42, P<.001) and news (IRR 11.36, 95% CI 6.21-20.79, P<.001) websites associated with the highest rates of health information seeking compared to their lowest use categories. High entertainment website use (IRR 3.91, 95% CI 2.07-7.37, P<.001) and high social network use (IRR 2.06, 95% CI 1.08-3.92, P=.03) were also associated with higher health information seeking. Conclusions These data clearly show that familiarity and skills in using the Internet enhance the capacity to use it for diverse purposes, including health and to increase capital, and that Internet usage for specific activities is not a zero sum game. Using it for one type of topic, such as entertainment, does not detract from using it for other purposes. Findings may inform ways to engage low SEP groups with Internet resources.


Progress in Community Health Partnerships | 2016

Much ventured, much gained: Community-engaged data collection by adolescents and young adults

Shoba Ramanadhan; Rebekah H. Nagler; M. P. McCauley; Vilma Lora; Sara Minsky; Carmenza Bruff; Yudy F. Muneton; Rachel F. McCloud; Elaine Puleo; Kasisomayajula Viswanath

Abstract:Background: Community-engaged data collection offers an important opportunity to build community capacity to harness the power of data and create social change.Objectives: To share lessons learned from engaging 16 adolescents and young adults from a partner community to collect data for a public opinion survey as part of a broader community-based participatory research (CBPR) project.Methods: We conducted an analysis of archival documents, process data, and an assessment of survey assistants’ experiences.Lessons Learned: High-quality data were collected from a hard-to-reach population. Survey assistants benefited from exposure to research and gained professional skills. Key challenges included conducting surveys in challenging environments and managing schedule constraints during the school year. The tremendous investment made by project partners was vital for success.Conclusions: Investments required to support engaged data collection were larger than anticipated, as were the rewards, prompting greater attention to the integration of adolescents and young adults in research efforts.


Journal of Public Health | 2016

Tuning in and catching on? Examining the relationship between pandemic communication and awareness and knowledge of MERS in the USA

Leesa Lin; Rachel F. McCloud; Cabral A. Bigman; Kasisomayajula Viswanath

Abstract Background Large-scale influenza outbreaks over the last decade, such as SARS and H1N1, have brought to global attention the importance of emergency risk communication and prompted the international community to develop communication responses. Since pandemic outbreaks are relatively infrequent, there is a dearth of evidence addressing the following questions: (i) Have the resources invested in strategic and routine communication for past pandemic outbreaks yielded public health preparedness benefits? (ii) Have past efforts sensitized people to pay attention to new pandemic threats? The Middle East Respiratory Syndrome (MERS) that was followed closely by major media outlets in the USA provides an opportunity to examine the relationship between exposure to public communication about epidemics and public awareness and knowledge about new risks. Methods In December, 2013, we surveyed a nationally representative sample of 627 American adults and examined the associations between peoples awareness to prior pandemics and their awareness of and knowledge about MERS. Results Awareness of prior pandemics was significantly associated with awareness and knowledge of MERS. The most common sources from which people first heard about MERS were also identified. Conclusions Communication inequalities were observed between racial/ethnic and socioeconomic positions, suggesting a need for more effective pandemic communication.


Health Education & Behavior | 2018

Facing a Health Threat in a Complex Information Environment: A National Representative Survey Examining American Adults' Behavioral Responses to the 2009/2010 A(H1N1) Pandemic.

Leesa Lin; Rachel F. McCloud; Minsoo Jung; Kasisomayajula Viswanath

Background. Recent A(H1N1) studies suggest that intrapersonal and interpersonal factors may exert influence on people’s preventive behaviors for avoiding the flu during pandemics. Aims. Nonpharmaceutical interventions (NPIs) and vaccinations play key roles in containing disease transmission during a pandemic. We examined how intrapersonal and interpersonal factors influenced adoption of NPIs and vaccine uptake during the A(H1N1) pandemic of 2009. Method. The data come from a nationally representative sample survey of 1,569 American adults. Hierarchical multivariable logistic regression was conducted to investigate the association between socioeconomic position, concern and knowledge about the threat, social networks for health advice or health care seeking, health consultations with doctors, and NPIs (including individual’s social distancing behaviors and hygiene practices) and vaccine acceptance. Results. People with higher scores on health-related social networks, more knowledge or concern about A(H1N1), and those who have consulted their doctor were more likely than others to adopt NPIs. There was a significant association between being concerned about A(H1N1), having consulted a doctor, and seeking a vaccine. Conclusions. These findings suggest that interpersonal communication factors, such as health-related social networks and consultations with doctors, and intrapersonal factors, such as concern and knowledge, play a critical role in NPIs and vaccine uptake during pandemics and offer avenues for intervention.


Preventive Medicine | 2017

The relative persuasiveness of narrative versus non-narrative health messages in public health emergency communication: Evidence from a field experiment

Mesfin Awoke Bekalu; Cabral A. Bigman; Rachel F. McCloud; Leesa K. Lin; Kasisomayajula Viswanath

Previous studies indicated that narrative health messages are more effective than non-narrative messages in influencing health outcomes. However, this body of evidence does not account for differences in health domain, and little is known about the effectiveness of this message execution strategy during public health emergencies. In this study, we examined the relative effectiveness of the two formats in influencing knowledge and perceived response efficacy related to prevention of pandemic influenza, and determined whether effects of message format vary across population sub-groups. Data for the study come from an experiment fielded in 2013 that involved a nationally representative sample of 627 American adults. Participants were randomly assigned to view either a narrative (n=322) or a non-narrative (n=305) video clip containing closely matched information about knowledge and preventive actions related to pandemic influenza, and completed pre- and post-viewing questions assessing knowledge and perceived response efficacy related to the prevention of pandemic influenza. Results indicated that participants in the non-narrative condition reported greater knowledge and rated pandemic influenza prevention measures as more effective compared with those in the narrative condition. Message format effects did not vary across population sub-groups; post-viewing scores of knowledge and perceptions related to pandemic influenza were consistently higher in the non-narrative condition compared with the narrative condition across five socio-demographic groups: age, gender, education, race/ethnicity and income. We concluded that didactic, non-narrative messages may be more effective than narrative messages to influence knowledge and perceptions during public health emergencies.


Cancer Causes & Control | 2017

Cigarette graphic health warning labels and information avoidance among individuals from low socioeconomic position in the U.S.

Rachel F. McCloud; Cassandra A. Okechukwu; Glorian Sorensen; Kasisomayajula Viswanath

PurposeAlthough graphic health warning labels (GHWs) on cigarette packs have influenced cessation behaviors in other countries, no U.S. studies have explored the impact of avoidance of GHW content among individuals from low socioeconomic position (SEP). The purpose of this study was to determine the predictors of intention to avoid GHWs, and how avoidance impacts cessation intention, in a low SEP sample in the U.S.MethodsData come from low SEP smokers (n = 541) involved in a field experiment. The participants responded to questions pre- and post viewing of GHWs assessing SEP, intention to avoid them, emotional reactions, and intention to seek health information or quit smoking. Backwards stepwise logistic regression determined the predictors for intention to avoid GHWs. Simple and adjusted logistic regression analyzed the association between avoidance and its main predictors and outcomes of intentions to seek information or quit smoking.ResultsPredictors for avoidance included being somewhat addicted to cigarettes (OR 2.3, p = 0.002), younger than 25 (OR 2.6, p = 0.008), and having medium (OR 3.4, p < 0.001) or high (OR 4.7, p < 0.001) levels of negative emotional reaction to the labels. Intention to avoid GHWs was positively associated with the intent to look for health information about smoking (OR 2.2, p = 0.002). Higher levels of negative emotional reaction were positively associated with cessation behaviors, with high negative emotional reaction associated with nine times the odds of quitting (p < 0.001).ConclusionsResults indicate avoidance of GHWs does not detract from the labels’ benefit and that GHWs are an effective means of communicating smoking risk information among low SEP groups.

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Minsoo Jung

Dongduk Women's University

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Elaine Puleo

University of Massachusetts Amherst

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