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#Concurrent decline of body and mind
IALSA-2015-Portland workshop performs a coordinated analysis with replication (CAR) of decline in physical and cognitive functioning during later adulthood. The research agenda distinguishes the following foci:
gait-cognitive- Associations between changes in measures of gait and changes in cognitive function.grip-cognitive- Associations between changes in grip function and changes in cognitive function.pulmonary-cognitive- Associations between changes in pulmonary function and changes in cognitive function.physical-cognitive- Associations between physical and cognitive decline.physical-physical- Associations among rates of change in measures of physical functioning.cognitive-cognitive- Associations among rates of change in measures of cognitive function.
- Basic model look-up is now available. Update repository, load project in RStudio, and open
./scripts/basic-model-lookup.R - Data provisioning for secondary analysis: Instructions for re-production
- Procedural map of coordinated analysis is described in recent CPA poster
- Table 1 : Descriptives. EAS - ELSA - HRS - ILSE - LASA - NAS - NuAge - MAP - SATSA
- Reproduction of reports is executed by ./reports/reports-manipulator.R script.
- Results Inspector - contains full model solutions. one row = one bivaraite model
- Table 2 - Correlations - correlations between intercepts, slopes, and residuals of bivariate growth models.
- Table 3 - Growth Curves - intercepts, slopes, and covariate loadings of growth models
Any model in the collective can be specified by a form nested within the following general specification:
with covariance structure given as
For details see model specification.
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).
| Study | Contact |
|---|---|
| EAS | measures |
| ELSA | Annie Robitaille |
| HABC | Chenkai Wu |
| ILSE | Philipp Handschuh |
| NAS | Lewina Lee |
| NuAge | Valerie Jarry |
| OCTO-Twin | Marcus Praetorius |
| RADC | Cassandra Brown |
| SATSA | Deborah Finkel |
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.
- poster presented at CPA: CAR method explained
- GSA poster presenting developments in the physical-cognitive track
- Scatters of Factor Scores: graphs explained in the issue #100
- Reminder has been sent to those who did not yet provided Table 1, measure descriptions, or PxP models.
- Description of measures have been added. Still many missing item documentations.
- Announcing Physical Track
- A Collaborative Modeling Framework for Multi-Study Coordinated Analyses, Wellcome Trust Conference, July 22, 2015
The agenda and outcomes of each teleconference following the Portland workshop
- Announcing Physical Track
- Teleconference #3, 10-July-2015
- Teleconference #2, 26-June-2015
- Teleconference #1, 12-June-2015
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