SynthesisBMC geriatrics2022
Mapping the complexity of dementia: factors influencing cognitive function at the onset of dementia.
Synthesis in BMC geriatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Quantifying the added value of foot-controlled force variables in predicting mild cognitive impairment.Scientific reports · 2026Article
- Bias-reduced Regression Analysis in Nutrition (BRAiN) index: self-reported diet and predicted cognitive function.Frontiers in nutrition · 2026Article
- Within My Walls, I Escape Being Underestimated: A Systematic Review and Thematic Synthesis of Stigma and Help-Seeking in Dementia.Behavioral sciences (Basel, Switzerland) · 2025Review
- Longitudinal changes following the introduction of socially assistive robots in nursing homes: a qualitative study with ICF framework and causal loop diagramming.BMC geriatrics · 2024Article
- The Sound of Memory: Investigating Music Therapy's Cognitive Benefits in Patients with Dementia-A Network Meta-Analysis of Randomized Controlled Trials.Journal of personalized medicine · 2024Article
- Instruments for assessing social health in the context of cognitive decline and dementia: a systematic review.Frontiers in psychiatry · 2024Review
- Translating 'dementia friends' programme to undergraduate medical and nursing practice: a qualitative exploration.BMC medical education · 2023Article
- Applying systems thinking to unravel the mechanisms underlying orthostatic hypotension related fall risk.GeroScience · 2023Article
- Recognition of social health: A conceptual framework in the context of dementia research.Frontiers in psychiatry · 2022Article
- Participatory Modeling for High Complexity, Multi-System Issues: Challenges and Recommendations for Balancing Qualitative Understanding and Quantitative Questions.System dynamics reviewArticle
- Community-based survey of perceived stigma in dementia: Insights from a collectivist culture.Alzheimer's & dementia (Amsterdam, Netherlands)Article
Corrections and comments
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Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDementia is a multi-factorial condition rather than a natural and inevitable consequence of ageing. Some factors related to dementia have been studied much more extensively than others. To gain an overview of known or suspected influential factors is a prerequisite to design studies that aim to identify causal relationships and interactions between factors. This article aims to develop a visual model that a) identifies factors related to cognitive decline that signal the onset of dementia, b) structures them by different domains and c) reflects on and visualizes the possible causal links and interactions between these factors based on expert input using a causal loop diagram.
methodWe used a mixed-method, step-wise approach: 1. A systematic literature review on factors related to cognitive decline; 2. A group model building (GMB) workshop with experts from different disciplines; 3. Structured discussions within the group of researchers. The results were continuously synthesized and graphically transformed into a causal loop diagram.
resultsThe causal loop diagram comprises 73 factors that were structured into six domains: physical (medical) factors (23), social health factors (21), psychological factors (14), environmental factors (5), demographic factors (5) and lifestyle factors (3). 57 factors were identified in the systematic literature review, additionally 16 factors, mostly of the social health cluster, were identified during the GMB session and the feedback rounds.
conclusionThe causal loop diagram offers a comprehensive visualisation of factors related to cognitive decline and their interactions. It supports the generation of hypotheses on causal relationships and interactions of factors within and between domains.
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