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A new measure of regulatory focus: Preventing measurement error by promoting best validation practices.

The goals of this project were to improve our understanding of chronic regulatory focus constructs and to provide researchers with a measure that adequately assesses the constructs, can distinguish individual differences effectively across the range of the constructs, and is appropriate for use in diverse populations. Employing best practices in construct validation, we developed the International Personality Item Pool Regulatory Focus Scale (IPIP-RFS). Utilizing 14 samples (N = 4867), we established substantive (via expert ratings and regulatory focus literature), structural (via factor analysis, item response theory, and measurement invariance), and external (via convergent, discriminant, and predictive associations) validity. The IPIP-RFS adequately assesses the constructs of chronic promotion focus and prevention focus, can accurately assess individuals along the continua of the constructs, and is suitable for use among populations that vary in gender, race, and age. Individual differences in promotion focus reflect self-regulation and goal pursuit related to cognitive and behavioral exploration and flexibility (i.e., plasticity), whereas individual differences in prevention focus reflect self-regulation and goal pursuit related to motivational and interpersonal steadiness (i.e., stability). Promotion and prevention focus are important elements of personality with broad implications for functioning and outcomes in health and other important domains.

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Emotion regulation and self-control: Same same but different… and even incompatible?

We explore the idea that inhibitory self-control and prohedonic emotion regulation may be incompatible concerns. Specifically, we propose that because some forms of self-control involve denying oneself hedonic pleasures, it may lead to negative affect. Because people may then prioritize emotion regulation over self-control, negative affect may in turn lead to emotion regulation efforts, specifically the use of emotion regulation strategies, and an increased likelihood of self-control failure. To explore the relationship between emotion regulation and self-control in daily life, we conducted a secondary analysis of a 6-week, 6-signal-per-day ambulatory assessment data set (N = 125 participants with a total of 22,845 completed measurement occasions). Consistent with our predictions, we found that self-control efforts of resisting a pleasurable desire led to significantly increased subsequent negative affect, which, in turn, led to significantly increased emotion regulation efforts and to significantly more likely self-control failures. We found evidence for the notion that inhibitory self-control and prohedonic emotion regulation are, on average, somewhat incompatible concerns. We discuss our findings in the context of other phenomena in which emotion regulation concerns may conflict with the pursuit of other goals.

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Using structural topic modeling to understand ethnicity-related narratives.

Narrative identity is a promising approach for understanding the content of individuals' ethnic identities but can be limited by the time-intensive nature of human coding and the reliance on preestablished coding systems. The aim of our preregistered study is to elucidate the content of individuals' ethnicity-related experiences using a novel statistical approach. We applied structural topic modeling (STM), a natural language processing tool, to narratives written by an ethnically diverse sample of 1149 young adults about a moment they felt aware of their ethnicity. We identified 14 topics within ethnicity narratives and analyzed how each topic related to both the participant's ethnicity and the human-coded themes of agency and communion. For example, the topic Gained perspective of structural inequality was associated with greater agency, whereas Peer dynamics was associated with greater communion. Ethnic/cultural celebration was associated with both. This study introduces STM as a useful tool for extracting topic content in narrative data and demonstrates how the multi-method assessment of ethnicity narratives provides greater insight into the content of ethnic experiences. These findings contribute to our understanding of contextualized aspects of personality, including the innovative ways we might examine them.

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Negative urgency as a state-level process.

Test whether global self-reports of urgency moderated the within-person associations of affect and impulsive behaviors. Negative urgency is a personality trait that is a risk factor for a range of psychopathology. Although it is assumed that global self-reports of urgency measure individual tendencies to act more impulsively in the face of negative emotions, evidence from ecological momentary assessment studies is mixed. In this Registered Report, we used ecological momentary assessment data from a large sample of young adults (n = 496, age 18-22, 5 surveys per day for 40 days). All forms of momentary impulsivity were impaired in moments when people reported more intense negative emotions, but global self-reports of urgency did not explain individual differences in this association. Moreover, averaged affective states, rather than specific dimensions, affective circumplex, or appraisals, best predicted impulsive states. Results suggest that face-valid interpretations of global self-report of urgency are inaccurate, and it may be important to understand how some people come to understand themselves as high on urgency rather than assuming that people's self-reports of their motivations are accurate. Momentary experiences of emotions globally impact multiple weakly to moderately associated impulsive behaviors, and future research should seek to understand both when and for whom these associations are strongest.

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Distress tolerance is linked with substance use motivations and problems in young adults across four continents.

People low in trait distress tolerance are at higher risk for harmful patterns of substance use. Some evidence suggests that maladaptive motives for substance use account for this correlation. However, the generality of these associations remains in doubt because virtually all available data come from North American samples. Using data from 7 countries (total N = 5858; U.S., Argentina, Uruguay, Spain, South Africa, Canada, and England), we examined distress tolerance's association with alcohol- and cannabis-related problems in young adults. On an exploratory basis, we examined how distress tolerance related to different substance-use motivations. We found that distress tolerance was inversely related to problematic alcohol and cannabis use (rs = -0.14 and - 0.13). There was notable variation across countries in the magnitude of these effects, particularly for cannabis-related problems. Additionally, exploratory analyses revealed statistically significant (cross-sectional) indirect effects of distress tolerance on substance-related problems via substance-use motivations related to neutralizing negative emotions. Distress tolerance's role in substance-use problems appears to generalize beyond North America, although effect sizes were generally small and varied notably across geographical regions. Distress tolerance's connection with negative reinforcement processes (e.g., coping motives) warrants attention as a possible mediator of its association with problematic substance use.

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Differing worldviews: The politics of happiness, meaning, and psychological richness.

Conservative ideology, broadly speaking, has been widely linked to greater happiness and meaning in life. Is that true of all forms of a good life? We examined whether a psychologically rich life is associated with political orientation, system justification, and Protestant work ethic, independent of two other traditional forms of a good life: a happy life and a meaningful life. Participants completed a questionnaire that assessed conservative worldviews and three aspects of well-being (N = 583 in Study 1; N = 348 in Study 2; N = 436 in Study 3; N = 1,217 in Study 4; N = 2,176 in Study 5; N = 516 in Study 6). Happiness was associated with political conservatism and system justification, and meaning in life was associated with Protestant work ethic. In contrast, zero-order correlations showed that psychological richness was not associated with conservative worldviews. However, when happiness and meaning in life were included in multiple regression models, the nature of the association shifted: Psychological richness was consistently inversely associated with system justification and on average less political conservatism, suggesting that happiness and meaning in life were suppressor variables. These findings suggest that happiness and meaning in life are associated with conservative ideology, whereas psychological richness is not.

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Recent stressful life events and identity development in emerging adults: An examination of within-person effects.

To examine longitudinal associations among stressful life events and identity processess in emerging adults while accounting for within-person and between-person effects. Theoretical perspectives suggest that stressful life events may impact one's identity (i.e., coherent sense of self), but few studies have considered how changes in stressful life events are associated with changes within an individual's identity development over time (within-person effects). Recent stressful life events (i.e., academic problems, friendship problems, romantic problems, and time pressure) and the processes through which identity develops (e.g., exploring in breadth and depth) were examined longitudinally (T1-T3) in a sample of emerging adults (N = 1125, Mage = 17.96 years). Random-intercept cross-lagged modeling demonstrated that at the between-person level, emerging adults with greater academic and friendship problems, as well as more time pressures (relative to their counterparts), tended to engage in greater ruminative exploration. Further, those with more academic problems tended to demonstrate weaker commitment-making and exploration in breadth and depth (relative to their counterparts). Within-person increases in romantic problems predicted lower commitment-making and higher ruminative exploration over time. Findings suggest that romantic problems may predict within-person changes in identity processes, whereas academic problems, friendship problems, and time pressure may be more concurrently related to identity development.

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