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Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
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预测美国陆军士兵过渡期无家可归的情况

Jack Tsai1, Dorota Szymkowiak2, Dina Hooshyar3

  • 1National Center on Homelessness among Veterans, VA Homeless Programs Office, Washington, District of Columbia; School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas.

American journal of preventive medicine
|February 4, 2024
PubMed
概括

这项研究使用机器学习来识别高风险无家可归的军队过渡服务成员 (TSM). 这些模型有效地针对干预措施,旨在防止服务后的无家可归.

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Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
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The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
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Observational studies are a type of analytical study where researchers observe events without any interventions. In other words, the researcher does not influence the response variable or the experiment's outcome.
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Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
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A spectrum of distressing symptoms characterizes PTSD. Recurrent flashbacks, where individuals involuntarily relive traumatic events,...
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