Information Density and Persuasiveness in Naturalistic Data

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Description
Attitudes play a fundamental role when making critical judgments and the extremity of people’s attitudes can be influenced by one’s emotions, beliefs, or past experiences and behaviors. Human attitudes and preferences are susceptible to social influence and attempts to influence

Attitudes play a fundamental role when making critical judgments and the extremity of people’s attitudes can be influenced by one’s emotions, beliefs, or past experiences and behaviors. Human attitudes and preferences are susceptible to social influence and attempts to influence or change another person’s attitudes are pervasive in all societies. Given the importance of attitudes and attitude change, the current project investigated linguistic aspects of conversations that lead to attitude change by analyzing a dataset mined from Reddit’s Change My View (Priniski & Horne, 2018). Analysis of the data was done using Natural Language Processing (NLP), specifically information density, to predict attitude change. Top posts from Reddit’s (N = 510,149) were imported and processed in Python and information density measures were computed. The results indicate that comments with higher information density are more likely to be awarded a delta and are perceived to be more persuasive.
Date Created
2020
Agent

Death Penalty Beliefs: How Attitudes are Shaped and Revised

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Description
Although most Americans support capital punishment, many people have misconceptions about its efficacy and administration (e.g., that capital punishment deters crime). Can correcting people’s inaccurate attitudes change their support for the death penalty? If not, are there other strategies that

Although most Americans support capital punishment, many people have misconceptions about its efficacy and administration (e.g., that capital punishment deters crime). Can correcting people’s inaccurate attitudes change their support for the death penalty? If not, are there other strategies that might shift people’s attitudes about the death penalty? Some research suggests that statistical information can correct misconceptions about polarizing topics. Yet, statistics might be irrelevant if people support capital punishment for purely retributive reasons, suggesting other argumentative strategies may be more effective. In Study 1, I compared how two different interventions shifted attitudes towards the death penalty. In Studies 2 - 4 I examined what other attitudes shape endorsement of capital punishment, and used these findings to develop and test an educational intervention aimed at providing information about errors in the implementation of the death penalty. Altogether, these findings suggest that attitudes about capital punishment are based on more than just retributive motives, and that correcting misconceptions related to its administration and other relevant factors reduces support for the death penalty.
Date Created
2019
Agent

Examining Parents of Adolescents Attitudes About Emotions: A Cultural Perspective

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Description
Emotions help shape prosocial behavior from early childhood through adulthood (Rivera & Dunsmore, 2011). Thus, it is important to further our understanding of how emotions are perceived and expressed during adolescence, a time where individuals are establishing their independence, solidifying

Emotions help shape prosocial behavior from early childhood through adulthood (Rivera & Dunsmore, 2011). Thus, it is important to further our understanding of how emotions are perceived and expressed during adolescence, a time where individuals are establishing their independence, solidifying their individuality, and expanding their understanding of expectations. In this context, it is necessary to consider what influences how emotions are socialized in adolescents. Parents play a central role in the development of children’s understanding of emotions, but less is known about how this influence may extend into adolescence (Feldman & Klien, 2003; Cassidy et al., 1992; Cohn & Tronick, 1987). Indeed, previous literature has found that culture and social support may influence how emotions are expressed and perceived and how they impact mental health (Crockett, et.al., 2007; Torres and Rollock, 2007; Torres, 2010; Padilla et. al., 1988). This study aims to bridge these factors to create a more comprehensive understanding of parent attitudes toward adolescents’ emotions by comparing White and Hispanic parents of adolescents. Specifically, this study examines whether parent gender (mothers versus fathers) and greater acculturation enhance these relationships and whether more positive attitudes about emotions and adolescents’ emotion expression influence parents’ own mental health.
Date Created
2019
Agent