Although there are a variety of models and frameworks that describe factors that are associated with health literacy skills, few illustrate the full pathway from development and moderators of health literacy skills, their application, and the outcomes that result all in one framework or model. This article introduces the Health Literacy Skills conceptual framework that does encompass this full continuum. To develop the framework, the authors reviewed and built upon existing health literacy frameworks. The Health Literacy Skills framework hypothesizes the relations between health literacy and health-related outcomes and depicts how health literacy functions at the level of the individual. The framework also reflects how factors external to the individual (e.g., family, setting, community, culture, and media) influence the constructs and relations represented in the framework. The framework is organized into 4 primary components: (a) factors that influence the development and use of health literacy skills; (b) health-related stimuli; (c) health literacy skills needed to comprehend the stimulus and perform the task; and (d) mediators between health literacy and health outcomes. Previous theoretical frameworks lend support to the proposed causal pathways it illustrates. The authors hope this conceptual framework can serve as a springboard for further discussion and advancement in operationalizing this complex construct. The Health Literacy Skills framework could also be used to guide the development of interventions to improve health literacy. Future research should be conducted to fully test the relations in the framework.
Stigmatized topics, such as HIV/STD, likely constrain related information sharing in ways that should be apparent in social interactions both on and off the Internet. Specifically, the authors predicted that the more people perceive an issue as stigmatized, the less likely they are to talk about the issue both privately (with sexual partners and peers) and publicly (on Twitter). Study 1 tested the effect of stigma on conversations at the individual level: The authors asked a group of participants (N = 138) about perceived STD-testing stigma, interactions with a sexual partner, and conversations with peers about STD testing. Study 2 assessed whether health conditions, in the aggregate, were less likely to generate social media activity as a function of current stigmatization. Using 259,758 archived Twitter posts mentioning 13 medical conditions, the authors tested whether level of stigma predicted the volume of relevant social media conversation, controlling for each condition's amount of advocacy and Google search popularity from a user's perspective. Findings supported our hypotheses. Individuals who reported perceiving a given health conditions in more stigmatic ways also reported interacting less with others about that topic; Twitter results showed a similar pattern. Results also suggest a more complex story of influence, as funding from the National Institutes of Health (i.e., each conditions amount of advocacy) associated with the examined health conditions also predicted Twitter activity. Overall, these results indicated that stigma had a similar, dampening effect on face-to-face and Twitter interactions. Findings hold theoretical and practical implications, which are discussed.