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      Health selection on self-rated health and the healthy migrant effect: Baseline and 1-year results from the health of Philippine Emigrants Study

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          Abstract

          Studies of migration and health focus on a “healthy migrant effect” whereby migrants are healthier than individuals not migrating. Health selection remains the popular explanation of this phenomenon. However, studies are mixed on whether selection occurs and typically examine migrants post-departure. This study used a novel pre-migration dataset to identify which health and social domains differ between migrants and their non-migrant counterparts and their contribution to explaining variance in self-rated health by migrant status at pre-migration and 1-year later. Data were used from the baseline and 1-year follow-up of the Health of Philippine Emigrants Study (HoPES). We used multivariable ordinary least squares regression to examine differences in self-rated health between migrants to the U.S. and a comparable group of non-migrants at baseline (premigration) and one year later, accounting for seven domains: physical health, mental health, health behavior, demographics, socioeconomic factors and healthcare utilization, psychosocial factors, and social desirability. A migrant advantage was present for self-rated health at baseline and 1-year. Accounting for all domains, migrants reported better self-rated health compared to non-migrants both at baseline (β = 0.32; 95% CI = 0.22, 0.43) and at 1-year (β = 0.28; 95% CI = 0.10, 0.46). Migrant status, health behavior, and mental health accounted for most of the variance in self-rated health both at baseline and 1-year follow-up. This analysis provides evidence of migrant health selection and nuanced understanding to what is being captured by self-rated health in studies of migrant health that should be considered in future research.

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            International physical activity questionnaire: 12-country reliability and validity.

            Physical inactivity is a global concern, but diverse physical activity measures in use prevent international comparisons. The International Physical Activity Questionnaire (IPAQ) was developed as an instrument for cross-national monitoring of physical activity and inactivity. Between 1997 and 1998, an International Consensus Group developed four long and four short forms of the IPAQ instruments (administered by telephone interview or self-administration, with two alternate reference periods, either the "last 7 d" or a "usual week" of recalled physical activity). During 2000, 14 centers from 12 countries collected reliability and/or validity data on at least two of the eight IPAQ instruments. Test-retest repeatability was assessed within the same week. Concurrent (inter-method) validity was assessed at the same administration, and criterion IPAQ validity was assessed against the CSA (now MTI) accelerometer. Spearman's correlation coefficients are reported, based on the total reported physical activity. Overall, the IPAQ questionnaires produced repeatable data (Spearman's rho clustered around 0.8), with comparable data from short and long forms. Criterion validity had a median rho of about 0.30, which was comparable to most other self-report validation studies. The "usual week" and "last 7 d" reference periods performed similarly, and the reliability of telephone administration was similar to the self-administered mode. The IPAQ instruments have acceptable measurement properties, at least as good as other established self-reports. Considering the diverse samples in this study, IPAQ has reasonable measurement properties for monitoring population levels of physical activity among 18- to 65-yr-old adults in diverse settings. The short IPAQ form "last 7 d recall" is recommended for national monitoring and the long form for research requiring more detailed assessment.
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              Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium

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                Author and article information

                Journal
                9918283779606676
                51031
                PLOS Glob Public Health
                PLOS Glob Public Health
                PLOS global public health
                2767-3375
                30 July 2022
                2022
                22 July 2022
                07 September 2022
                : 2
                : 7
                : e0000324
                Affiliations
                [1 ]University of California-Los Angeles Fielding School of Public Health, Los Angeles, California, United States of America,
                [2 ]University of Minnesota – Twin Cities, Minneapolis, Minnesota, United States of America,
                [3 ]University of California-Irvine, Irvine, California, United States of America,
                [4 ]University of the Philippines Population Institute, Quezon City, Philippines,
                [5 ]USC-Office of Population Studies Foundation, Inc., University of San Carlos, Cebu City, Philippines,
                [6 ]University of Washington, Seattle, Washington, United States of America
                Author notes

                Author Contributions

                Conceptualization: Adrian Matias Bacong, Gilbert C. Gee.

                Data curation: Adrian Matias Bacong, Anna K. Hing.

                Formal analysis: Adrian Matias Bacong, Anna K. Hing.

                Funding acquisition: A. B. de Castro, Gilbert C. Gee.

                Investigation: Adrian Matias Bacong.

                Methodology: Adrian Matias Bacong, Catherine M. Crespi.

                Project administration: A. B. de Castro, Gilbert C. Gee.

                Resources: Gilbert C. Gee.

                Software: Adrian Matias Bacong.

                Supervision: Brittany Morey, A. B. de Castro, Gilbert C. Gee.

                Writing – original draft: Adrian Matias Bacong, Anna K. Hing, Brittany Morey, A. B. de Castro, Gilbert C. Gee.

                Writing – review & editing: Adrian Matias Bacong, Anna K. Hing, Brittany Morey, Catherine M. Crespi, Maria Midea Kabamalan, Nanette R. Lee, May C. Wang, A. B. de Castro, Gilbert C. Gee.

                Author information
                http://orcid.org/0000-0003-0157-4754
                http://orcid.org/0000-0001-5527-009X
                http://orcid.org/0000-0002-2637-1227
                http://orcid.org/0000-0002-6150-2181
                http://orcid.org/0000-0001-9655-3846
                Article
                NIHMS1826554
                10.1371/journal.pgph.0000324
                9450558
                36082314
                79714600-3b60-4536-be9f-a03c3dfef114

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

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