نتایج جستجو برای: latent class analysis
تعداد نتایج: 3170573 فیلتر نتایج به سال:
Despite initial evidence on employees’ motives for telecommuting, studies so far never investigated if and how distinct telecommuting might co-occur. In the current study (N wave 1 = 1297 employees; N 2 564 employees), we use Latent Class Analysis identify three classes reflecting specific combinations of motives: job requirement class (telecommuting because one has to), efficiency to cope with...
Abstract Background Sarcoidosis is a systemic granulomatous disease with cardiac involvement reported in 20–27% of patients [1]. Cardiac sarcoidosis (CS) can lead to atrial or ventricular arrhythmias, various conduction system disorders, heart failure sudden death, depending on the location myocardial [2]. Previous studies have investigated possible types CS based distribution imaging as well r...
In 2019, an online survey of 2,015 Australian residents examined the extent trust various groups and institutions. A Latent Class Analysis (LCA) results generated a typology in Australia. The LCA uncovered four classes based on levels as well associated demographic profiles attitudes. were: those that are very distrusting (15%); largely unsure about how much they can institutions (17%); somewha...
conclusions the results of this study provide information about the prevalence of minor psychiatric disorder among nurses, and factors, which affect the prevalence of such disorders. these findings can be used in strategic planning processes to improve nurses’ mental health. results the prevalence of minor psychiatric disorder among nurses was estimated to be 27.5%. gender and sleep disorders w...
This paper proposes a general latent variable approach to discrete-time survival analysis of non-repeatable events such as onset of drug use. It is shown how the survival analysis can be formulated as a generalized latent class analysis of event history indicators. The latent class analysis can use covariates and can be combined with the joint modeling of other outcomes such as repeated measure...
BACKGROUND Many alcohol research questions require methods that take a person-centered approach because the interest is in finding heterogeneous groups of individuals, such as those who are susceptible to alcohol dependence and those who are not. A person-centered focus also is useful with longitudinal data to represent heterogeneity in developmental trajectories. In alcohol, drug, and mental h...
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