SynthesisBMJ global health2022
The economic burden of dementia in low- and middle-income countries (LMICs): a systematic review.
Synthesis in BMJ global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 98 papers, 10 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
98 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Pooled it
- Lifestyle interventions for dementia prevention in low- and middle-income countries: a systematic review.BMJ global health · 2026Pooled it
- Asymptomatic Versus Symptomatic Alzheimer's Disease Neuropathology: A Systematic Review of Differences Reported in Post-Mortem Studies.Neuropathology and applied neurobiology · 2026Pooled it
- Utilisation of brain MRI for the diagnosis of dementia in low and middle-income countries: systematic review and meta-analysis.BMJ open · 2026Pooled it
- A systematic review of brain health in adults with chronic pain.Anaesthesia · 2026Pooled it
- Dementia literacy and awareness of risk reduction: A systematic review of South Asian and Southeast Asian regions.Australasian journal on ageing · 2025Pooled it
- Behaviour change techniques used in interventions targeting dementia risk factors amongst older adults in rural and remote areas: A systematic review and meta-analysis.The journal of prevention of Alzheimer's disease · 2025Pooled it
- The Footprint ofCurrent Alzheimer research · 2025Pooled it
- The Delivery of Person-Centered Care for People Living With Dementia in Residential Aged Care: A Systematic Review and Meta-Analysis.The Gerontologist · 2024Pooled it
- Promotors and barriers to the implementation and adoption of assistive technology and telecare for people with dementia and their caregivers: a systematic review of the literature.BMC health services research · 2022Pooled it
- FermentedPharmaceutical biology · 2026Article
- Active Vaccination Strategies for Alzheimer's Disease: An Expanded Review.European journal of immunology · 2026Review
- Building a Dementia-Ready Workforce in Malaysia: Family Caregivers' Insights.Dementia (London, England) · 2026Article
- Changes in healthcare utilization before and after the implementation of a national dementia policy in Korea.Cost effectiveness and resource allocation : C/E · 2026Article
- Association of the cumulative modified life's Essential 8 score with cognitive change: Results from two longitudinal cohorts.The journal of prevention of Alzheimer's disease · 2026Article
- Distribution of dementia severity and its functional correlates in community-dwelling older adults in Vietnam.BMC geriatrics · 2026Article
- Global, regional, and national burden of dementia attributable to depression among people living with diabetes: a comparative risk assessment study.Diabetology & metabolic syndrome · 2026Article
- Cross-sectional and longitudinal cognitive trajectories associated with dementia comorbidity clusters: Results from a 10-year follow-up real-world outpatient memory clinic in Brazil.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Global, regional, and national trends in mortality and disability attributable to elevated fasting plasma glucose in Alzheimer disease and other dementias, 1990-2021.Molecular medicine (Cambridge, Mass.) · 2026Article
- Resource-stratified machine learning framework for cognitive status classification and mild cognitive impairment to dementia progression prediction.Alzheimer's research & therapy · 2026Article
38 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
introductionMore than two-thirds of people with dementia live in low- and middle-income countries (LMICs), resulting in a significant economic burden in these settings. In this systematic review, we consolidate the existing evidence on the cost of dementia in LMICs.
methodsSix databases were searched for original research reporting on the costs associated with all-cause dementia or its subtypes in LMICs. The national-level dementia costs inflated to 2019 were expressed as percentages of each country's gross domestic product (GDP) and summarised as the total mean percentage of GDP. The risk of bias of studies was assessed using the Larg and Moss method.
resultsWe identified 14 095 articles, of which 24 studies met the eligibility criteria. Most studies had a low risk of bias. Of the 138 LMICs, data were available from 122 countries. The total annual absolute per capita cost ranged from US$590.78 for mild dementia to US$25 510.66 for severe dementia. Costs increased with the severity of dementia and the number of comorbidities. The estimated annual total national costs of dementia ranged from US$1.04 million in Vanuatu to US$195 billion in China. The average total national expenditure on dementia estimated as a proportion of GDP in LMICs was 0.45%. Indirect costs, on average, accounted for 58% of the total cost of dementia, while direct costs contributed 42%. Lack of nationally representative samples, variation in cost components, and quantification of indirect cost were the major methodological challenges identified in the existing studies.
conclusionThe estimated costs of dementia in LMICs are lower than in high-income countries. Indirect costs contribute the most to the LMIC cost. Early detection of dementia and management of comorbidities is essential for reducing costs. The current costs are likely to be an underestimation due to limited dementia costing studies conducted in LMICs, especially in countries defined as low- income. PROSPERO REGISTRATION NUMBER: The protocol was registered in the International Prospective Register of Systematic Reviews database with registration number CRD42020191321.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.