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Overview of retrospective data harmonisation in the MINDMAP project: process and results
Tina W Wey1, Dany Doiron2, Rita Wissa2
1Maelstrom Research, Research Institute of the McGill University Health Centre, Montreal, Canada twey@maelstrom-research.org.
Journal of Epidemiology and Community Health
|November 13, 2020
Summary
The MINDMAP project harmonized data from six cohorts to study urban environments and aging populations. This integrated dataset enhances research on mental well-being and cognitive function in older adults.
Area of Science:
- Gerontology
- Environmental Health
- Public Health
Background:
- The MINDMAP project established a multinational data infrastructure.
- It investigates urban environment effects on mental well-being and cognitive function in aging populations.
- Longitudinal data from six cohort studies were harmonized.
Purpose of the Study:
- To document the retrospective data harmonization process.
- To provide a descriptive analysis of the generated harmonized data.
- To create an integrated dataset for research on aging, mental well-being, and urban environments.
Main Methods:
- Defined a core variable list (DataSchema).
- Assessed cohort data potential for generating DataSchema variables.
- Developed algorithms for data processing and documented harmonization decisions.
Main Results:
- The MINDMAP DataSchema (v2.0) includes 2841 variables.
- Harmonized data covers 220,621 participants from six cohorts.
- Data harmonization revealed variations in potential, distributions, and missing values.
Conclusions:
- MINDMAP created a collaborative and transparent process for data integration.
- The harmonized dataset supports diverse research activities.
- The dataset will be updated for future research needs.
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