Health and abilities measurement in population surveys: an application of the generalized latent variable modeling framework to high dimensional data

• Grant number: 16/50195-0
• Support Opportunities: Regular Research Grants
• Start date: November 01, 2016
• End date: October 31, 2018
• Field of knowledge: Health Sciences - Medicine - Psychiatry
• Agreement: Institute of Education, University College London
• Mobility Program: SPRINT - Projetos de pesquisa - Mobilidade
• Principal Investigator: Hugo Cogo Moreira
• Grantee: Hugo Cogo Moreira
• Principal researcher abroad: George Basil Ploubidis
• Institution abroad: University College London (UCL), England
• Host Institution: Escola Paulista de Medicina (EPM). Universidade Federal de São Paulo (UNIFESP). Campus São Paulo. São Paulo , SP, Brazil
• Associated research grant: 14/06662-8 - Development and first psychometric parameters from battery of musical perception skills (AHPM)for children from elementary school, AP.R

Abstract

We aim 1) to build a strong collaborative foundation for developing applied generalized latent variable modeling research strategy that would be carried out across both sites, 2) to incorporate very innovative and applied statistical modeling to the high dimensional and complex already collected data (e.g., hybrid modeling [in case of cross-sectional data] and mover-stayer latent transitional latent class [for longitudinal measurements]). Our team of researchers will use their experiences and knowledge from ongoing research projects to flesh out a research plan for a future analytical research project, taking an advantage of already existed big data available from both sites. (AU)

Scientific publications

(7)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

MARTINS OKUDA, PAOLA MATIKO; SWARDFAGER, WALTER; LUCIO, PATRICIA SILVA; PLOUBIDIS, GEORGE B.; LIU, TING; PANGELINAN, MELISSA; COGO-MOREIRA, HUGO. The trajectory of balance skill development from childhood to adolescence was influenced by birthweight: a latent transition analysis in a British birth cohort. JOURNAL OF CLINICAL EPIDEMIOLOGY, v. 109, p. 12-19, MAY 2019. (17/04935-5, 16/50195-0, 15/04619-0)

DA SILVA, ANDERSON RIBEIRO; PUGLISI, MARINA LEITE; POMPEIA, SABINE; PLOUBIDIS, GEORGE B.; SWARDFAGER, WALTER; COGO-MOREIRA, HUGO. Birth weight, verbal cognition in early adolescence, and lexical and reading skills in late adolescence: a formal mediation analysis using a potential outcomes approach. JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY, v. 60, n. 7, p. 773-783, JUL 2019. (16/50195-0)

BARROS, CAIO G.; SWARDFAGER, WALTER; MORENO, SYLVAIN; BORTZ, GRAZIELA; ILARI, BEATRIZ; JACKOWSKI, ANDREA P.; PLOUBIDIS, GEORGE; LITTLE, TODD D.; LAMONT, ALEXANDRA; COGO-MOREIRA, HUGO. Assessing Music Perception in Young Children: Evidence for and Psychometric Features of the M-Factor. FRONTIERS IN NEUROSCIENCE, v. 11, JAN 24 2017. (14/06662-8, 16/50195-0)

SCARPATO, B. S.; SWARDFAGER, W.; EID, M.; PLOUBIDIS, G. B.; MACINTOSH, B. J.; WU, C. Y.; LAUNER, L. J.; COGO-MOREIRA, H.. Dynamics between psychological distress and body mass index throughout adult life; evidence from 3 large cohort studies. JOURNAL OF PSYCHIATRIC RESEARCH, v. 144, p. 378-388, DEC 2021. (16/50195-0)

DE ALMEIDA MAIA, DENISE; POHL, STEFFI; OKUDA, PAOLA MATIKO MARTINS; LIU, TING; PUGLISI, MARINA LEITE; PLOUBIDIS, GEORGE; EID, MICHAEL; COGO-MOREIRA, HUGO. Psychometric properties and optimizing of the Bracken School Readiness Assessment. EDUCATIONAL ASSESSMENT EVALUATION AND ACCOUNTABILITY, v. 34, n. 2, p. 13-pg., 2020-10-24. (16/50195-0)

DE ALMEIDA MAIA, DENISE; POHL, STEFFI; OKUDA, PAOLA MATIKO MARTINS; LIU, TING; PUGLISI, MARINA LEITE; PLOUBIDIS, GEORGE; EID, MICHAEL; COGO-MOREIRA, HUGO. Psychometric properties and optimizing of the Bracken School Readiness Assessment. EDUCATIONAL ASSESSMENT EVALUATION AND ACCOUNTABILITY, OCT 2020. (16/50195-0)

SCARPATO, B. S.; SWARDFAGER, W.; EID, M.; PLOUBIDIS, G. B.; COGO-MOREIRA, H.. Disentangling trait, occasion-specific, and accumulated situational effects of psychological distress in adulthood: evidence from the 1958 and 1970 British birth cohorts. PSYCHOLOGICAL MEDICINE, v. 51, n. 5, p. 11-pg., 2021-04-01. (16/50195-0)