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Coordinated Analysis with Replication (CAR) across 10 longitudinal studies: Bivariate growth curve model of physical and cognitive decline.
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README.md
ialsa-2017-portland.Rproj

README.md

logl

IALSA is funded through an NIH/NIA Program Project Grant (P01AG043362; 2013-2018) to Oregon Health & Science University (Program Directors: Scott Hofer, Andrea Piccinin, Jeffrey Kaye, and Diana Kuh) and previously funded by NIH/NIA (R01AG026453; 2007-2013) and CIHR (103284; 2010-2013).

Concurrent decline of body and mind

IALSA-2017-Portland workshop performs a coordinated analysis with replication (CAwR) across 10 longitudinal studies investigating the decline in physical and cognitive functioning during later adulthood using bivariate growth curve models.

  • Emily C Duggan, Andrea M Piccinin, Sean Clouston, Andriy V Koval, Annie Robitaille, Andrea R Zammit, Chenkai Wu, Cassandra L Brown, Lewina O Lee, Deborah Finkel, William H Beasley, Jeffrey Kaye, Graciela Muniz-Terrera, Mindy Katz, Richard B Lipton, Dorly Deeg, David A Bennett, Marcus Praetorius Björk, Boo Johansson, Avron Spiro, Jennifer Weuve, Scott M Hofer; A Multi-Study Coordinated Meta-Analysis of Pulmonary Function and Cognition in Aging, The Journals of Gerontology: Series A, glz057, https://doi.org/10.1093/gerona/glz057 ( figures and supplemental materials)

Participating studies

Study1 Contact
EAS Andrea Zammit
ELSA Annie Robitaille
HRS Chenkai Wu
ILSE Philipp Handschuh
LASA Annie Robitaille
MAP Cassandra Brown
NAS Lewina Lee
NuAge Valerie Jarry
OCTO-Twin Marcus Praetorius
SATSA Deborah Finkel

1 Veiw study descriptives after the link

Model form

Any model in the collective can be specified by a form nested within the following general specification:
general_model_specification

with covariance structure given as general_model_specification
For details see model specification.

Measures

The following information display shows the available models submitted to the collective, grouping them by cognitive domains (color), items tapping those domains (row labels), and specific tests (cell labels) and indicating the total number of models using this item (number after cell label).

outcome space

Background

The current repository analyzes the results of the IALSA Analysis Workshop (pdf overview) that was held in Portland, Oregon from Monday February 23rd (8:30am) to Wednesday February 25th (12:30pm), 2015.

The primary aim of the workshop was to examine associations between changes in physical functioning (i.e., grip strength, pulmonary function, chair stands, walking speed) and cognitive functioning (i.e., measures of speed, memory, reasoning, executive functioning) in multiple-study comparative framework. Bivariate growth processes were estimated to evaluate dynamic associations in change and variation within and across these domains and in relation to sample and individual differences in age, lifestyle, and health outcomes. The results from these analyses will extend recent systematic reviews and meta-analyses (e.g., Clouston et al., 2012, Epidemiological Reviews and will be submitted for publication as a set of independent brief reports, capped by a literature review/overview of analysis and completed with a research synthesis summary.

Publications and Presentations


Contacts

Methodology

Data Science

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