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Social and Behavioral Sciences Commons

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Public Health

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Health Behavior Research

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Latent class analysis

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Articles 1 - 2 of 2

Full-Text Articles in Social and Behavioral Sciences

Patterns And Predictors Of Smoking By Race And Medical Diagnosis During Hospital Admission: A Latent Class Analysis, Amanda M. Palmer, Benjamin A. Toll, Georges J. Nahhas, Kayla Haire, Brandon T. Sanford, Kenneth Micheal Cummings, Alana M. Rojewski May 2022

Patterns And Predictors Of Smoking By Race And Medical Diagnosis During Hospital Admission: A Latent Class Analysis, Amanda M. Palmer, Benjamin A. Toll, Georges J. Nahhas, Kayla Haire, Brandon T. Sanford, Kenneth Micheal Cummings, Alana M. Rojewski

Health Behavior Research

Hospital-based tobacco treatment programs provide tobacco cessation for a diverse array of admitted patients. Person-centered approaches to classifying subgroups of individuals within large datasets are useful for evaluating the characteristics of the sample. This study categorized patients who received tobacco treatment while hospitalized and determined whether demographics and smoking-related health conditions were associated with group membership. Chart review data was obtained from 4854 patients admitted to a large hospital in South Carolina, USA, from July 2014 through December 2019 who completed a tobacco treatment visit. Smoking characteristics obtained from the visit interview were dichotomized, and then latent class analysis (LCA) …


Health Vulnerability Model For Latinx Sexual And Gender Minorities: Typologies With Socioeconomic Stability, Health Care Access, And Social Characteristics Indicators, Alice Ma, Jennifer Toller Erausquin, Amanda E. Tanner, Eunyoung Y. Song, Manuel Garcia, Jorge Alonzo, Lilli Mann-Jackson, Scott D. Rhodes Apr 2021

Health Vulnerability Model For Latinx Sexual And Gender Minorities: Typologies With Socioeconomic Stability, Health Care Access, And Social Characteristics Indicators, Alice Ma, Jennifer Toller Erausquin, Amanda E. Tanner, Eunyoung Y. Song, Manuel Garcia, Jorge Alonzo, Lilli Mann-Jackson, Scott D. Rhodes

Health Behavior Research

Vulnerability can undermine positive health outcomes and challenge healthcare services access. However, to date, vulnerable populations research has been limited by overly broad definitions, lack of clear indicators, and failure to explore subtypes of vulnerability. Informed by literature and theory, this analysis used a specific operationalization of health vulnerability to identify typologies among a sample of Latinx sexual and gender minorities. We analyzed baseline data from Latinx sexual and gender minorities (N = 186) recruited for a community-based HIV intervention. We performed latent class analysis to operationalize vulnerability using eight socioeconomic stability, health care access, and social characteristics indicators. …