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Psychology

Psychology Faculty Publications

Latent profile analysis

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Full-Text Articles in Social and Behavioral Sciences

Exploring Creative Mindsets: Variable And Person-Centered Approaches, Maciej Karwowski, Ryan Royston, Roni Reiter-Palmon Feb 2019

Exploring Creative Mindsets: Variable And Person-Centered Approaches, Maciej Karwowski, Ryan Royston, Roni Reiter-Palmon

Psychology Faculty Publications

Previous studies on creative mindsets have demonstrated that people do not necessarily conceptualize creativity as either fixed (unchangeable) or malleable (able to be grown) but instead use both terms while describing creative behaviors and traits. Because people can see creative ability as both a fixed and malleable trait, this seemingly contradictory view may stem from the fact that people use information about different components and levels of creative expertise when making that judgment. Here, by integrating variable- and person-centered approaches to studying creative mindsets, we aimed to provide a more authoritative answer to this issue. A large sample (N = …


Latent Profile Analysis Of The Five Facet Mindfulness Questionnaire In A Sample With A History Of Recurrent Depression, Jenny Gu, Anke Karl, Ruth A. Baer, Clara Strauss, Thorsten Barnhofer, Catherine Crane Jun 2017

Latent Profile Analysis Of The Five Facet Mindfulness Questionnaire In A Sample With A History Of Recurrent Depression, Jenny Gu, Anke Karl, Ruth A. Baer, Clara Strauss, Thorsten Barnhofer, Catherine Crane

Psychology Faculty Publications

Background: Extending previous research, we applied latent profile analysis in a sample of adults with a history of recurrent depression to identify subgroups with distinct response profiles on the Five Facet Mindfulness Questionnaire and understand how these relate to psychological functioning. Method: The sample was randomly divided into two subsamples to first examine the optimal number of latent profiles (test sample; n = 343) and then validate the identified solution (validation sample; n = 340). Results: In both test and validation samples, a four-profile solution was revealed where two profiles mapped broadly onto those previously identified in nonclinical samples: “high …


Finding Success In Failure: Using Latent Profile Analysis To Examine Heterogeneity In Psychosocial Functioning Among Heavy Drinkers Following Treatment, Adam D. Wilson, Adrian J. Bravo, Matthew R. Pearson, Katie Witkiewitz Jan 2016

Finding Success In Failure: Using Latent Profile Analysis To Examine Heterogeneity In Psychosocial Functioning Among Heavy Drinkers Following Treatment, Adam D. Wilson, Adrian J. Bravo, Matthew R. Pearson, Katie Witkiewitz

Psychology Faculty Publications

Aims- To estimate differences in post-treatment psychosocial functioning among treatment failures' (i.e. heavy drinkers, defined as 4+/5+ drinks for women/men) from two large multi-site clinical trials and to compare these levels of functioning to those of the purported treatment successes' (i.e. non-heavy drinkers).

Design- Separate latent profile analyses of data from two of the largest alcohol clinical trials conducted in the United States, COMBINE (Combined Pharmacotherapies and Behavioral Interventions) and Project MATCH (Matching Alcoholism Treatments to Client Heterogeneity), comparing psychosocial outcomes across derived classes of heterogeneous treatment responders.

Setting- Eleven US academic sites in COMBINE, 27US treatment sites local to …


The Impact Of Time Perspective Latent Profiles On College Drinking: A Multidimensional Approach, Abby L. Braitman, James M. Henson Jan 2015

The Impact Of Time Perspective Latent Profiles On College Drinking: A Multidimensional Approach, Abby L. Braitman, James M. Henson

Psychology Faculty Publications

Background- Zimbardo and Boyd's1 time perspective, or the temporal framework individuals use to process information, has been shown to predict health behaviors such as alcohol use. Previous studies supported the predictive validity of individual dimensions of time perspective, with some dimensions acting as protective factors and others as risk factors. However, some studies produced findings contrary to the general body of literature. In addition, time perspective is a multidimensional construct, and the combination of perspectives may be more predictive than individual dimensions in isolation; consequently, multidimensional profiles are a more accurate measure of individual differences and more appropriate for …


Mindfulness And Emotional Outcomes: Identifying Subgroups Of College Students Using Latent Profile Analysis, Matthew R. Pearson, Adrienne K. Lawless, David B. Brown, Adrian J. Bravo Jan 2015

Mindfulness And Emotional Outcomes: Identifying Subgroups Of College Students Using Latent Profile Analysis, Matthew R. Pearson, Adrienne K. Lawless, David B. Brown, Adrian J. Bravo

Psychology Faculty Publications

In non-meditating samples, distinct facets of mindfulness are found to be negatively correlated, preventing the meaningful creation of a total mindfulness score. The present study used person-centered analyses to distinguish subgroups of college students based on their mindfulness scores, which allows the examination of individuals who are high (or low) on all facets of mindfulness. Using the Lo-Mendell-Rubin Adjusted LRT test, we settled on a 4-class solution that included a high mindfulness group (high on all 5 facets, N = 245), low mindfulness group (moderately low on all 5 facets, N = 563), judgmentally observing group (high on observing, but …


Caffeinated Alcohol Consumption Profiles And Associations With Use Severity And Outcome Expectancies, Cathy Lau-Barraco, Robert J. Milletich, Ashley N. Linden Jan 2014

Caffeinated Alcohol Consumption Profiles And Associations With Use Severity And Outcome Expectancies, Cathy Lau-Barraco, Robert J. Milletich, Ashley N. Linden

Psychology Faculty Publications

Growing evidence suggests that the consumption of caffeinated alcoholic beverages (CAB) may be riskier than alcohol alone. Efforts to identify patterns of CAB use and the correlates of such drinking patterns could further our conceptualization of and intervention for this health issue. Consequently, the current study aimed to (1) identify distinct classes of CAB users, (2) examine differences between classes on measures of alcohol and caffeine problems, and (3) compare distinct classes of CAB users on caffeine and alcohol outcome expectancies. Participants were 583 (31% men) undergraduate students from a psychology research pool. Latent profile analysis models were derived using …