The importance of personally relevant knowledge for pandemic risk prevention behavior: A multimethod analysis and two-country validation.

Pandemics threaten world stability; however, spread is mitigated with prevention behaviors. We introduce "personally relevant knowledge" to explain the knowledge-behavior gap (i.e., objective and subjective knowledge on information acquisition and behavioral change). Hypotheses are derived from prior knowledge literature, economic psychology, and relevance theory. Multimethod analysis (survey data, partial least squares structural equation path modeling [PLS-SEM], and an asymmetric information theoretic statistical analysis) is applied to H1N1 data from the USA and Australia. Personally relevant knowledge is an important addition to prior knowledge conceptualizations, and information theory uncovers asymmetric variable relationships concerning the knowledge-behavior gap, not captured by PLS-SEM.

aPRIDIT Unsupervised Classification with Asymmetric Valuation of Variable Discriminatory Worth.

Sometimes one needs to classify individuals into groups, but there is no available grouping information due to social desirability bias in reporting behavior like unethical or dishonest intentions or unlawful actions. Assessing hard-to-detect behaviors is useful; however it is methodologically difficult because people are unlikely to self-disclose bad actions. This paper presents an unsupervised classification methodology utilizing ordinal categorical predictor variables. It allows for classification, individual respondent ranking, and grouping without access to a dependent group indicator variable. The methodology also measures predictor variable worth (for determining target behavior group membership) at a predictor variable category-by-category level, so different variable response categories can contain different amounts of information about classification. It is asymmetric in that a "0" on a binary predictor does not have a similar impact toward signaling "membership in the target group" as a "1" has for signaling "membership in the non-target group." The methodology is illustrated by identifying Spanish consumers filing fraudulent insurance claims. A second illustration classifies Portuguese high school student's propensity to alcohol abuse. Results show the methodology is useful when it is difficult to get dependent variable information, and is useful for deciding which predictor variables and categorical response options are most important.

How does objective and subjective human papillomavirus knowledge affect information-seeking intentions and source preferences?

This study examines the effects of objective (factual information) and subjective knowledge (an individual's self-assessment of how much knowledge they have) on information-seeking intentions and source preferences. It explores the human papillomavirus (HPV) knowledge inequalities in groups of young adults age 18-26 years with and without vaccinations and diagnosis, and different demographics/socio-economic and perceptions of health status. Higher subjective HPV knowledge leads to greater information-seeking intentions from family/friends and mass media but not from health professionals and the Internet. Objective HPV knowledge did not matter for information seeking. The important role of demographics/socio-economic and perceived health status is also discussed.

The Moderating Role of Age in Responses to Direct-to-Consumer Prescription Drug Advertising.

Age is an important factor that can influence processing of and response to health messages. Many studies examining evaluations of and responses to direct-to-consumer prescription drug advertising (DTCA) have incorporated age as a predictor variable, moderating variable, or sample criterion. However, findings have been inconsistent. This study attempts to add clarity to this body of research by assessing age differences in the antecedent factors of various DTCA outcomes. A multigroup structural equation modeling analysis revealed several significant differences in variable relationships between older (50+) and younger (<50) adults. Overall, older adults exhibited greater complexity in their consideration of DTCA than younger adults in terms of the sheer number of significant relationships within the model. In particular, trust in mediated health information sources and trust in one's physician appeared to be more relevant predictors for older adults. Trust in DTCA was also distinguished as having an inverse relationship with behavioral intentions among older adults while showing a straightforward positive association with attention among younger adults. Further analysis indicated that health status accounted for some but not all of the age differences. It is suggested that younger adults are more open to seeking additional information following DTCA exposure, whereas older adults remain ambivalent.

Factors associated with the persuasiveness of direct-to-consumer advertising on HPV vaccination among young women.

This quantitative study explored young women's response to direct-to-consumer pharmaceutical advertising (DTCA) for a human papillomavirus (HPV) vaccine. In particular, the study examined (a) the association of factors stemming from consumer research with actual and intended behavioral responses to DTCA for HPV and (b) key elements drawn from commonly used health-related theories to determine the strongest associations with behavioral intentions regarding the HPV vaccine. Survey findings showed that vaccinated women indicated that DTCA played a role in their decision to get vaccinated against HPV more so than those who were not vaccinated. Trust in DTCA for an HPV vaccine brand was significantly related to intentions to seek more information about the vaccine. Also, perceived barriers had the only significant association with behavioral intentions when taking into account perceived threat and response efficacy. These results provide practical implications for key industry decision makers and health communication professionals on the design of effective theory-based health communication message content for an HPV vaccine brand with consequent social implications.

Consumers young and old: segmenting the target markets for direct-to-consumer prescription drug advertising.

Direct-to-consumer pharmaceutical advertising (DTCA) studies have typically focused on older adults or a general population of adults. However, college students are viable targets for DTCA and are receiving more research attention in this area. In this article, we compare college students with two adult age segments. Our findings indicate all age groups had relatively high awareness of DTCA and similar attitudes and behavioral responses to the ads. However, there were significant differences in media use and health characteristics as well as the factors predicting DTCA ad trust, attitudes, and behavioral intentions. Implications and future research suggestions are discussed.