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Article

Embarrassment and Health & Risk Messaging  

Spring Chenoa Cooper and P. Christopher Palmedo

Embarrassment, according to Fischer and Tangney, is an “aversive state of mortification, abashment, and chagrin that follows public social predicaments.” It is usually related to our perceptions of how others perceive us as well as their judgments of us, and it is associated with a loss of self-esteem when we perceive that others have judged us as inadequate or incompetent. However, even mere exposure or attention publicly placed on someone can elicit embarrassment (think of someone pointing at you and laughing). Embarrassment is considered a self-conscious emotion. Self-conscious emotions include those that are evoked by self-reflection and self-evaluation: embarrassment, shame, guilt, and pride. Shame, an intense form of embarrassment, also has structural and larger social contexts, while embarrassment is more individually experienced. Self-conscious emotions play an important role in regulating behavior; they assist us in behaving according to social standards and guide us in responding when those rules are broken. While these emotions provide feedback in social situations, they also provide feedback for anticipated outcomes. Embarrassment can play an important role in health, both in communication and behavior, and occurs through different forms. Primary embarrassment is the first rush of blood to the face and increased heart rate that usually lasts a few moments. Secondary embarrassment is the after-effect that shapes future behavior. Anticipatory embarrassment is the emotion surrounding the potential for embarrassment in an upcoming situation. Solitary embarrassment is the one that no one actually observes. Three stigmatized areas of health—mental health, healthcare, and sexual health—may be assessed as case studies through which to understand the literature around embarrassment, as both an affect and an emotion.

Article

Rehabilitation Groups  

Toby Raeburn

“Rehabilitation groups” refers to community-based organizations which substantially rely on the work of volunteers to assist people with disabilities towards functional independence. One may differentiate between rehabilitation groups and clinical healthcare services by categorizing clinical services as being predominantly concerned with treatments designed to lower symptoms and cure ill health. Alternatively, rehabilitation groups focus their attention on delivering programs designed to assist people in regaining “functional independence” with or without the ongoing presence of symptoms. Common programs rehabilitation groups deliver are described as including but not being limited to the following: • Mental health rehabilitation: assisting people with lived experience of mental illness towards social and emotional wellbeing. • Drug and alcohol rehabilitation: facilitating recovery from abuse of and dependency on psychoactive substances such as alcohol and other drugs. • Physical health rehabilitation: improving physical and/or neurocognitive functions that have been diminished by ongoing effects of disease or injury. Major themes of communication influence rehabilitation groups and there are connections between the daily work of rehabilitation groups and the theoretical paradigms that influence them. Theoretical paradigms include social disability theory, recovery-oriented care, person-centered care, and cultural materialism.

Article

The Biology Of Affection  

Kory Floyd and Colter D. Ray

Affectionate communication comprises the verbal and nonverbal behaviors people use to express messages of love, appreciation, fondness, and commitment to others in close relationships. Like all interpersonal behaviors, affectionate communication has biological and physiological antecedents, consequences, and correlates, many of which have implications for physical health and wellness. Investigating these factors within a biological framework allows for the adjudication of influences beyond those attributable to the environment. In particular, there are observable genetic and neurological differences between individuals with a highly affectionate disposition and those less prone to communicating affection, suggesting that variance in the tendency to engage in affectionate behavior is not entirely the result of environmental influences such as enculturation, parenting, and media exposure. In addition, the expression of affection is associated with markers of immune system competence and appears to help the body to relax and remain calm. The biological effects of affectionate communication are perhaps most pronounced in situations involving either acute or chronic stress. Specifically, highly affectionate individuals are less likely than others to overreact physiologically to stress-inducing events. Whatever stress reaction they do mount is better regulated than among their less affectionate counterparts. Moreover, highly affectionate individuals—or simply those who receive expressions of affection prior to or immediately following a stressful situation—exhibit faster physiological recovery from their elevated stress. Perhaps unsurprisingly, therefore, being deprived of adequate affectionate communication is predictive of multiple physical and psychological detriments, including elevated stress and exacerbated depression, social and relational problems, insecure attachment, susceptibility to diagnosed anxiety and mood disorders, susceptibility to diagnosed secondary immune disorders, chronic pain, and sleep disturbances.

Article

Social Influence Processes and Health Outcomes in Alcoholics Anonymous  

Kevin Wright

Social influence processes play an important role in the recovery process for alcoholics who affiliate with Alcoholics Anonymous (AA). Group norms at AA emphasize the sharing of stories about past difficulties with alcohol, the circumstances that led a person to join AA, and how life has changed since achieving sobriety. These narratives serve to increase collective identity among AA members via shared experiences and to reinforce AA ideology. In discussions and interpersonal interactions at AA meetings, AA ideology is also communicated and reinforced through AA literature and the discussion of central tenets, such as the Twelve Steps and Twelve Traditions, the idea that alcoholism is a progressive disease, and the need to be active in one’s sobriety. Moreover, AA meetings provide an opportunity for recovering alcoholics to find others who share similar experiences, an opportunity for greater social comparisons to other alcoholics than are typically available in primary social networks, and group-suggested role obligations that influence commitment to AA and long-term sobriety. These social influence processes have been linked to important health outcomes, including longer abstinence from alcohol use than with other treatment options, reduced stigma associated with alcoholism, reduced stress/depression, increased self-efficacy, and the acquisition of coping skills that are important to the recovery process.

Article

Forgiveness Communication and Health  

Douglas L. Kelley, Bianca M. Wolf, and Shelby E. Broberg

Research on forgiveness and its health-related effects has steadily increased since the late 20th century. Most of the forgiveness-health literature demonstrates that forgiveness indirectly influences health through a variety of psychosocial affective factors. Common distinctions in this research are reflected in studies focused on reduction of negative affect and, thus, negative health effects, and studies focused on preventative and health-promoting implications of forgiveness (e.g., increased positive affect). While a lack of clarity exists regarding health implications stemming from reductions in unforgiveness (as distinct from increases in forgiving responses), current research supports the notion that forgiveness, as opposed to unforgiveness, affects psychological, physical, and relational health in overridingly beneficial ways. More specifically, forgiveness, and/or the moderation of unforgiveness, is associated with the exhibition of positive affect (e.g., sympathy, empathy, and optimism), improved self-esteem, higher life satisfaction, and better mental health ratings. Physical health effects of forgiveness include enhanced bioregulation in response to transgression stressors, as well as better self-rated health status and the exhibition of positive health behaviors. Limitations in the current literature most commonly relate to disparate definitional, methodological, and interpretative issues typical of transdisciplinary forgiveness and health research. Current trends and future directions for forgiveness-health research include consideration of additional variables thought to be associated with forgiveness processes, including religiosity, empathy, and social support. Additionally, research that focuses on communicative and relational aspects of health and well-being is warranted. Suggestions for research opportunities in forgiveness-health research framed by a communicative lens are offered.

Article

Parents as Agents for Change in Health and Risk Messaging  

Natoshia Askelson and Erica Spies

Parents can be the target of health and risk messages about their children and can be a channel by which children hear health messages. This dual role can make parents powerful agents for change in children’s health. Parents receive health messages from a variety of sources including health care providers, schools, the media, the government, and family. Parents tend to be a more frequent target for health messages when their children are infants or young. They receive many messages related to keeping their children safe. Most of these messages are not developed as part of a rigorous data-driven and theory-based intervention and often lack sophisticated message development and design. Furthermore, instead of segmenting parents and tailoring messages, parents are frequently treated as a monolith, with no diversity related to behavior or communication. As children age, parents can become the channel by which children can hear a health message. Parents of school-age children and adolescents are continually communicating messages to their children and are often targeted to communicate messages related to health or risk behaviors. Intentional efforts to encourage parents to talk to their children are often related to risk behaviors among older children. Specifically, parents are asked to convey messages about sexual health, alcohol and drug use, and driving. Evidence points to parent–child communication in general and communication about specific risk behaviors as protective for children. Research has also suggested that adolescents want to hear health messages from their parents. Parents are a natural choice to communicate about health and risk throughout childhood and adolescence due to the parent–child relationship and the influence parents can have over children. However, this special relationship does not automatically translate into parents having good communication skills. Messages designed to encourage parents to communicate with their children about a health topic have often been developed with the assumption that parents know what to communicate and how to effectively communicate with their children. Deficits in communication skills among parents have been recognized by some campaign developers, and an emphasis on developing those skills has been a significant part of some messages targeting parents. Health communication campaigns have been developed to inform parents about when and how to talk to their children about health issues such as alcohol, drugs, and sex. Unfortunately, not all parent–child communication is positive or effective and this can have potential unintended consequences. Treating parents as an audience in a more nuanced manner, with greater emphasis on evidence-based message development, could result in more effective messages and better health outcomes.

Article

Lay Risk Management  

Erik Löfmarck

How do individuals relate to risk in everyday life? Poorly, judging by the very influential works within psychology that focus upon the heuristics and biases inherent to lay responses to risk and uncertainty. The point of departure for such research is that risks are calculable, and, as lay responses often under- or overestimate statistical probabilities, they are more or less irrational. This approach has been criticized for failing to appreciate that risks are managed in relation to a multitude of other values and needs, which are often difficult to calculate instrumentally. Thus, real-life risk management is far too complex to allow simple categorizations of rational or irrational. A developing strand of research within sociology and other disciplines concerned with sociocultural aspects transcends the rational/irrational dichotomy when theorizing risk management in everyday life. The realization that factors such as emotion, trust, scientific knowledge, and intuition are functional and inseparable parts of lay risk management have been differently conceptualized: as, for example, bricolage, in-between strategies, and emotion-risk assemblage. The common task of this strand is trying to account for the complexity and social embeddedness of lay risk management, often by probing deep into the life-world using qualitative methods. Lay risk management is structured by the need to “get on” with life, while at the same time being surrounded by sometimes challenging risk messages. This perspective on risk and everyday life thus holds potentially important lessons for risk communicators. For risk communication to be effective, it needs to understand the complexity of lay risk management and the interpretative resources that are available to people in their lifeworld. It needs to connect to and be made compatible with those resources, and it needs to leave room for agency so that people can get on with their lives while at the same time incorporating the risk message. It also becomes important to understand and acknowledge the meaning people attribute to various practices and how this is related to self-identity. When this is not the case, risk messages will likely be ignored or substantially modified. In essence, communicating risk requires groundwork to figure out how and why people relate to the risks in question in their specific context.

Article

Mood’s Role in Selective Exposure to Health and Risk Information  

Melissa J. Robinson and Silvia Knobloch-Westerwick

In today’s media-saturated environment, individuals may be exposed to hundreds of media messages on a wide variety of topics each day. It is impossible for individuals to attend to every media message, and instead, they engage in the phenomenon of selective exposure, where certain messages are chosen and attended to more often than others. Health communication professionals face challenges in creating messages that can attract the attention of targeted audiences when health messages compete with more entertaining programming. In fact, one of the greatest obstacles for health campaigns is a lack of adequate exposure among targeted recipients. Individuals may avoid health messages completely or counterargue against persuasive attempts to change their health-related attitudes and behaviors. Once individuals have been exposed to a health message, their current mood plays an important role in the processing of health information and decision making. Early research indicated that a positive mood might actually be detrimental to information processing because individuals are more likely to process the information heuristically. However, recent studies countered these results and suggested that individuals in positive moods are more likely to attend to self-relevant health information, with increased recall and greater intent to change their behaviors. Since mood has the ability to influence exposure to health messages and subsequent message processing, it is important for individuals to be able to manage their mood prior to health information exposure and possibly even during exposure. One way individuals can influence their moods is through media use including TV shows, movies, and music. Mood management theory predicts that individuals choose media content to improve and maintain positive moods and examines the mood-impacting characteristics of stimuli that influence individuals’ media selections. Therefore, an individual’s mood plays an important role in selection of any type of communication (e.g., news, documentaries, comedies, video games, or sports). How can health message designers influence individuals’ selection and attention to health messages when negative moods may be blocking overtly persuasive attempts to change behaviors and a preference for entertaining media content? The narrative persuasion research paradigm suggests that embedding health information into entertainment messages may be a more effective method to overcome resistance or counterarguing than traditional forms of health messages (e.g., advertisements or articles). It is evident that mood plays a complex role in message selection and subsequent processing. Future research is necessary to examine the nuances between mood and health information processing including how narratives may maintain positive moods through narrative selection, processing, and subsequent attitude and/or behavior change.

Article

Affection Exchange Theory  

Kory Floyd and Benjamin E. Custer

Affectionate communication constitutes verbal behaviors (e.g., saying “I love you”), nonverbal gestures (e.g., hugging, handholding), and socially supportive behaviors (e.g., helping with a project) that humans employ to develop and maintain close relationships with others. In addition to its relational benefits, affectionate communication contributes to health and wellness for both senders and receivers. Affection exchange theory (AET) addresses the questions of why humans engage in affectionate communication and why diverse benefits are associated with such behaviors. A robust empirical literature supports AET’s contention that both expressing and receiving affectionate behavior are associated with physical and mental health benefits. Despite these contributions, however, some compelling questions about affectionate communication remain to be addressed, and AET can provide a useful framework for doing so.

Article

Anger in Health and Risk Messaging  

Claude H. Miller and Reinaldo Cortes Quantip

Within a range of health communication contexts, anger can be either a detriment to the receptivity of health promotion messages when poorly controlled, or a benefit to information processing when appropriately directed. In the former case, anger can disrupt cognitive processing, leading to a range of negative outcomes, including emotional turbulence and a preoccupation with anger-eliciting events that can severely limit the receptivity of health promotion and risk prevention messages. However, when properly directed and elicited in moderation, anger can motivate greater purpose and resolve in response to health threats, stimulate more active processing of health warnings, sharpen focus on argument quality, and direct greater attention to coping-relevant information concerning harmful health risks.

Article

Agenda Setting in Health and Risk Messaging  

Karyn Ogata Jones

Since McCombs and Shaw first introduced the theory in 1972, agenda setting has emerged as one of the most influential perspectives in the study of the effects of mass media. Broadly defined, “agenda setting” refers to the ability of mass media sources to identify the most salient topics, thereby “setting the agendas” for audiences. In telling us what to think about, then, mass media sources are perceived to play an influential role in determining priorities related to policies, values, and knowledge on a given topic or issue. Scholars have studied this phenomenon according to both object (issue) salience and attribute salience and along aggregate and individual audience responses. The audience characteristics of need for orientation, uncertainty, relevance, and involvement are advanced as moderating and predicting agenda-setting effects. When agenda-setting theory is applied to the study of messaging related to health and risk communication, scholars have reviewed and identified common themes and topics that generally include media’s role in educating and informing the public about specific health conditions as well as public health priorities and administrative policies. Agenda setting is often examined in terms of measuring mass media effects on audiences. Looking at interpersonal communication, such as that coming from medical providers, opinion leaders, or peer networks, in studies will allow research to examine the combined effects of interpersonal and mass communication. Testing possible interactions among differing sources of information along with assessment of issue and attribute salience among audiences according to an agenda-setting framework serves to document audience trends and lived experiences with regard to mass media, health, and risk communication.

Article

Communication Privacy Management Theory and Health and Risk Messaging  

Sandra Petronio and Maria K. Venetis

Communication privacy management theory (CPM) argues that disclosure is the process by which we give or receive private information. Private information is what people reveal. Generally, CPM theory argues that individuals believe they own their private information and have the right to control said information. Management of private information is not necessary until others are involved. CPM does not limit an understanding of disclosure by framing it as only about the self. Instead, CPM theory points out that when management is needed, others are given co-ownership status, thereby expanding the notion of disclosing information; the theory uses the metaphor of privacy boundary to illustrate where private information is located and how the boundary expands to accommodate multiple owners of private information. Thus, individuals can disclose not only their own information but also information that belongs to others or is owned by collectives such as families. Making decisions to disclose or protect private information often creates a tension in which individuals vacillate between sharing and concealing their private information. Within the purview of health issues, these decisions have a potential to increase or decrease risk. The choice of disclosing health matters to a friend, for example, can garner social support to cope with health problems. At the same time, the individual may have concerns that his or her friend might tell someone else about the health problem, thus causing more difficulties. Understanding the tension between disclosing and protecting private health information by the owner is only one side of the coin. Because disclosure creates authorized co-owners, these co-owners (e.g., families, friends, and partners) often feel they have right to know about the owner’s health conditions. The privacy boundaries are used metaphorically to indicate where private information is located. Individuals have both personal privacy boundaries around health information that expands to include others referred to as “authorized co-owners.” Once given this status, withholding to protect some part of the private information can risk relationships and interfere with health needs. Within the scheme of health, disclosure risks and privacy predicaments are not experienced exclusively by the individual with an illness. Rather, these risks prevail for a number of individuals connected to a patient such as providers, the patient’s family, and supportive friends. Everyone involved has a dual role. For example, the clinician is both the co-owner of a patient’s private health information and holds information within his or her own privacy boundary, such as worrying whether he or she diagnosed the symptoms correctly. Thus, there are a number of circumstances that can lead to health risks where privacy management and decisions to reveal or conceal health information are concerned. CPM theory has been applied in eleven countries and in numerous contexts where privacy management occurs, such as health, families, organizations, interpersonal relationships, and social media. This theory is unique in offering a comprehensive way to understand the relationship between the notion of disclosure and that of privacy. The landscape of health-related risks where privacy management plays a significant role is both large and complex. The situations of HIV/AIDS, cancer care, and managing patient and provider disclosure of private information help to elucidate the ways decisions of privacy potentially lead to health risks.

Article

Creating Authentic and Lasting Community Relationships to Enhance Awareness and Understanding of Cancer Research  

Linda Fleisher, Evelyn González, and Armenta Washington

Building and sustaining relationships fundamentally requires mutual trust based on authentic and reciprocal communication. Successful academic and community partnerships require a deep understanding of the needs of all stakeholders facilitated through dialogue and ongoing communication strategies. This dialogue is especially crucial to address health disparities and bridge the divide between academics and other professionals and the communities they serve. Innovative and sound health communications and community engagement approaches can help to address this divide. For those working with communities to improve health, Community Based Participatory Research (CBPR) principles can serve as a compass to guide those efforts of building on the strengths and resources within the community and ensuring co-learning to address social inequities. Moreover, using innovative and interactive health communication strategies, such as community forums, photovoice projects, and the development of culturally sensitive and relevant messaging, can empower and engage the community, facilitating long-lasting relationships between the academic institutions and communities that ultimately address the unique concerns and values of those most in need.

Article

Narcissism as a Consideration When Designing Health and Risk Messages  

Erin M. Hill

Narcissism is a personality trait characterized by perceptions of grandiosity, superiority, and the need for attention and admiration. There has been an increase in focus on examining the development of narcissism and how the trait influences a range of social and health behaviors. A key feature of narcissism is that it is characterized by high self-esteem with a simultaneously fragile ego that requires continual monitoring and manipulation. Therefore, much of the behaviors narcissists engage in are linked to the drive to maintain perceptions of superiority and grandiosity. In the area of health and well-being, narcissism has been positively correlated with psychological health, a relationship that may be accounted for by self-esteem. However, there has been less research on the relationship between narcissism and physical health and well-being. There is some evidence that narcissism is linked to a variety of physical appearance-oriented health behaviors (i.e., behaviors that could affect body weight or other aspects of physical appearance, including eating and exercise). Narcissism has also been positively linked to risk-taking behaviors, including use of substances, as well as risks that could significantly impact others, including sexual behaviors and risky driving. The relationship between narcissism and health is therefore complex, with some positive correlates (e.g., physical activity), but also various health risk behaviors. In considering how narcissism might interact with health messages, communicators have to keep in mind that narcissists seem to have some deficits in judgment and decision-making, such as overconfidence and a narrow focus on rewards associated with behaviors. Their behaviors tend to be driven by managing their own ego and by drawing attention and admiration from others to maintain perceptions of superiority and grandiosity. In turn, health communicators may need to rely on creative strategies that tap into these domains of narcissism in order to effectively modify health behaviors among narcissistic individuals. Further research on the influence of narcissism in healthcare seeking and related preventive behaviors would also help to provide a more detailed understanding for how the trait influences health decisions, information that would be useful for both health researchers and practitioners.

Article

Using Quotations in Health and Risk Message Design  

Rhonda Gibson

Quotations, something that a person says or writes that is then used by someone else in another setting, have long been a staple of news stories. Reporters use quotations—both direct and paraphrased—to document facts, opinions, and emotions from human and institutional sources. From a journalistic standpoint, quotations are beneficial because they add credibility to a news report and allow readers/viewers to consider the source of information when evaluating its usefulness. Quotations are also valued because they are seen as adding a “human” element to a news report by allowing sources to present information in their own words—thus providing an unfiltered first-person perspective that audiences may find more compelling and believable than a detached third-person summary. Research into the effects of news report quotations has documented what journalists long assumed: Quotations, especially direct quotes using the exact words of a speaker, draw the attention of news consumers and are often attended to in news stories more than statistical information. Studies show that the first-person perspective is considered both more vivid and more credible, a phenomenon that newspaper and website designers often capitalize on through the use of graphic elements such as the extracted quote. Quotations in news stories have also been found to serve as a powerful persuasive tool with the ability to influence perception of an issue even in the face of contradictory statistical information. This is especially true when the topic under consideration involves potential risk. Direct quotations from individuals who perceive high levels of risk in a situation can sway audience perceptions, regardless of whether the quoted risk assessments are supported by reality. The power of quotations remains strong in other forms of communication involving risk, such as public service, health-related, or promotional messages. The vivid, first-person nature of quotes draws the attention of audiences and makes the quoted information more likely to be remembered and to influence future judgments regarding the issue in question. This presents the message creator, whether it be a journalist or other type of communicator, with a powerful tool that should be constructed and deployed purposefully in an effort to leave audiences with an accurate perception of the topic under consideration.

Article

Interpersonal Communication Processes Within the Provider-Patient Interaction  

Maria K. Venetis

The degree to which patients are active and communicative in interactions with medical providers has changed in recent decades. The biomedical model, a model that minimizes patient agency in the medical interaction, is being replaced with a model of patient-centered care, an approach that prioritizes the individual patient in their healthcare and treatment decisions. Tenets of patient-centered care support that patients must be understood within their psychosocial and cultural preferences, should have the freedom to ask questions, and are encouraged to disclose health-relevant information. In short, this model promotes patient involvement in medical conversations and treatment decision-making. Research continues to examine approaches to effective patient-centered communication. Two interpersonal processes that promote patient-centered communication are patient question-asking and patient disclosure. Patient question-asking and disclosure serve to inform medical providers of patient preferences, hesitations, and information needs. Individuals, including patients, make decisions to pursue or disclose information. Patients are mindful that the act of asking questions or disclosing information, particularly stigmatized information such as sexual behavior or drug use, could make them vulnerable to perceived negative provider evaluations or responses. Thus, decisions to ask questions or share information, processes essential to the understanding of patient perspectives and concerns, may be challenging for patients. Various theoretical models explain how individuals consider if they will perform actions such as seeking or disclosing information. Research also explains the barriers that patients experience in asking questions or disclosing relevant health information to providers. A review of pertinent research offers suggestions to aid in facilitating improved patient-centered communication and care.

Article

Memorable Messages in Families  

Haley Kranstuber Horstman, Ellen Jordan, and Jinwen Yue

Families are (one of) the first and most influential socializing agents of our lives. Among the innumerable messages family members convey to each other, a select few are regarded as “memorable.” Memorable messages are “distinct communication units considered influential over the course of a person’s life.” Those messages that are most memorable are typically brief, direct, oral messages delivered by a higher-status, older, and likable individual to the recipient during their teen or young adult years. Although memorable messages were initially regarded as having positive implications for the receiver’s life, newer research has provided space for the negative implications and perceptions of these messages. Nonverbal communication elements and relational contexts and qualities are influential to the receptivity of memorable messages. Although memorable messages often originate from a family member, the sources of memorable messages can also be friends/peers, teachers, coworkers, or, in some cases, the media. Research on memorable messages has been largely concentrated in health and interpersonal/family communication contexts; organizational and instructional contexts have also been explored. Memorable message research in families has focused much on health topics (i.e., mental health, sexual health, body image and weight), socialization (i.e., around school, work, race, other topics), and coping with hardship. In these studies, memorable messages have largely been investigated through mixed-method survey-based research, but also through purely quantitative (i.e., survey-based) and qualitative (i.e., interview) methods as well. This research has been largely atheoretical but has been grounded in control theory and, more recently, the theory of memorable messages and communicated narrative sense-making theory. Future research and practical applications of family memorable message research include informing health campaigns and family life education programming.

Article

Audience Segmentation Techniques  

Rachel A. Smith

A premise in health promotion and disease prevention is that exposure to and consequences of illness and injury can be minimized through people’s actions. Health campaigns, broadly defined as communication strategies intentionally designed to encourage people to engage in the actions that prevent illness and injury and promote wellbeing, typically try to inspire more than one person to change. No two people are exactly alike with respect to their risk for illness and injury or their reactions to a campaign attempting to lower their risk. These variations between people are important for health messaging. Effective campaigns provide a target audience with the right persuasive strategy to inspire change based on their initial state and psychosocial predictors for change. It is often financially and logistically unreasonable to create campaigns for each individual within a population; it is even unnecessary to the extent to which people exist in similar states and share psychosocial predictors for change. A challenging problem for health campaigns is to define those who need to be reached, and then intelligently group people based on a complex set of variables in order to identify groups with similar needs who will respond similarly to a particular persuasive strategy. The premise of this chapter is that segmentation at its best is a systematic and explicit process of research to make informed decisions about how many audiences to consider, why the audience is doing what they are doing, and how to reach that audience effectively.

Article

Big Data’s Role in Health and Risk Messaging  

Bradford William Hesse

The presence of large-scale data systems can be felt, consciously or not, in almost every facet of modern life, whether through the simple act of selecting travel options online, purchasing products from online retailers, or navigating through the streets of an unfamiliar neighborhood using global positioning system (GPS) mapping. These systems operate through the momentum of big data, a term introduced by data scientists to describe a data-rich environment enabled by a superconvergence of advanced computer-processing speeds and storage capacities; advanced connectivity between people and devices through the Internet; the ubiquity of smart, mobile devices and wireless sensors; and the creation of accelerated data flows among systems in the global economy. Some researchers have suggested that big data represents the so-called fourth paradigm in science, wherein the first paradigm was marked by the evolution of the experimental method, the second was brought about by the maturation of theory, the third was marked by an evolution of statistical methodology as enabled by computational technology, while the fourth extended the benefits of the first three, but also enabled the application of novel machine-learning approaches to an evidence stream that exists in high volume, high velocity, high variety, and differing levels of veracity. In public health and medicine, the emergence of big data capabilities has followed naturally from the expansion of data streams from genome sequencing, protein identification, environmental surveillance, and passive patient sensing. In 2001, the National Committee on Vital and Health Statistics published a road map for connecting these evidence streams to each other through a national health information infrastructure. Since then, the road map has spurred national investments in electronic health records (EHRs) and motivated the integration of public surveillance data into analytic platforms for health situational awareness. More recently, the boom in consumer-oriented mobile applications and wireless medical sensing devices has opened up the possibility for mining new data flows directly from altruistic patients. In the broader public communication sphere, the ability to mine the digital traces of conversation on social media presents an opportunity to apply advanced machine learning algorithms as a way of tracking the diffusion of risk communication messages. In addition to utilizing big data for improving the scientific knowledge base in risk communication, there will be a need for health communication scientists and practitioners to work as part of interdisciplinary teams to improve the interfaces to these data for professionals and the public. Too much data, presented in disorganized ways, can lead to what some have referred to as “data smog.” Much work will be needed for understanding how to turn big data into knowledge, and just as important, how to turn data-informed knowledge into action.

Article

Communities of Practice in Health and Risk Messaging  

Nicola Andrew

A community of practice (CoP) situated in a health and risk context is an approach to collaboration among members that promotes learning and development. In a CoP, individuals come together virtually or physically and coalesce around a common purpose. CoPs are defined by knowledge, rather than task, and encourage novices and experienced practitioners to work together to co-create and embed sustainable outputs that impact on theory and practice development. As a result, CoPs provide an innovative approach to incorporating evidence-based research associated with health and risk into systems and organizations aligned with public well-being. CoPs provide a framework for constructing authentic and collaborative learning. Jeanne Lave and Etienne Wenger are credited with the original description of a CoP as an approach to learning that encompasses elements of identity, situation, and active participation. CoPs blend a constructivist view of learning, where meaningful experience is set in the context of “self” and the relationship of “self” with the wider professional community. The result is an integrated approach to learning and development achieved through a combination of social engagement and collaborative working in an authentic practice environment. CoPs therefore provide a strategic approach to acknowledging cultural differences related to translating health and risk theory into practice. In health and risk settings, CoPs situate and blend theory and practice to create a portal for practitioners to generate, shape, test, and evaluate new ideas and innovations. Membership of a CoP supports the development of professional identity within a wider professional sphere and may support community members to attain long range goals.