We describe some of the challenges, opportunities, and solutions that emerged from harmonizing intensive longitudinal data under heterogeneous study and participant characteristics within the ilhbn, and share some tools and recommendations to facilitate future data harmonization efforts. The study's core objective was to dissect and compare the evolution, effectiveness, and adaptability of these methods across these diverse regions, thereby enriching the understanding of global health dynamics. Understanding and maintenance of healthy lifestyles can bene t from harmonizing intensive longitudinal data (ild) across studies that may show heterogeneity in study design, device choices, and data types.
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In this review we discuss how data used in dementia and cognitive impairment research can be made more comparable by harmonization
We cover the benefits and challenges of harmonization, and outline broad retrospective and prospective approaches.
