SynthesisEuropean journal of epidemiology2015
The global impact of non-communicable diseases on households and impoverishment: a systematic review.
Synthesis in European journal of epidemiology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 89 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
89 citing papers in PubMed, 8 syntheses or guidelines pooled it, 164 citations in OpenAlex.
- The Economic Cost of Rising Non-communicable Diseases in India: A Systematic Literature Review of Methods and Estimates.Applied health economics and health policy · 2023Pooled it
- Risk perception of non-communicable diseases: A systematic review on its assessment and associated factors.PloS one · 2023Pooled it
- Catastrophic health expenditure in sub-Saharan Africa: systematic review and meta-analysis.Bulletin of the World Health Organization · 2022Pooled it
- The household financial burden of non-communicable diseases in low- and middle-income countries: a systematic review.Health research policy and systems · 2021Pooled it
- The experience of financial burden for people with multimorbidity: A systematic review of qualitative research.Health expectations : an international journal of public participation in health care and health policy · 2021Pooled it
- Systematic reviews as a "lens of evidence": Determinants of cost-effectiveness of breast cancer screening.Cancer medicine · 2019Pooled it
- The economic impact of non-communicable diseases among households in South Asia and their coping strategy: A systematic review.PloS one · 2018Pooled it
- Pooled it
- Exploring the Socio-Economic Toll of Non-Communicable Diseases in Low-Resource Settings: Novel Evidence From Mozambique.The International journal of health planning and management · 2026Article
- Multimorbidity patterns, sociodemographic characteristics, and mortality: Data science insights from low-resource settings.American journal of epidemiology · 2026Article
- Turning Everything Upside Down: The Impact of Illness on Romantic Relationships-A SEM-Based Actor-Partner Interdependence Model.Family process · 2026Article
- Building on the Doha Declaration: a white paper on advancing lifestyle medicine for non-communicable disease prevention and health system transformation.Frontiers in public health · 2026Article
- Article
- An Insight into Chickpea-Derived Secondary Metabolites as Functional and Nutraceutical Agents against Diabetes.Plant foods for human nutrition (Dordrecht, Netherlands) · 2025Review
- Cost of type 2 diabetes mellitus management for households in Northern India - an econometric analysis.BMC health services research · 2025Observational
- Initiating a Fetal Cardiac Program from Scratch in Low- and Middle-Income Countries: Structure, Challenges, and Hopes for Solutions.Pediatric cardiology · 2025Review
- The state of global palliative care research: a bibliometric study.Ecancermedicalscience · 2025Article
- Financial burden of cancer in Nepal: Factors associated with annual cost and catastrophic health expenditure.PloS one · 2025Article
- Social and economic impacts of non-communicable diseases by gender and its correlates: a literature review.International journal for equity in health · 2024Review
- Association Between Dental Expenditure and Socioeconomic Status in Iran.International dental journal · 2024Article
29 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
12 authors at 4 institutions in 3 countries.
Funding
Abstract
The global economic impact of non-communicable diseases (NCDs) on household expenditures and poverty indicators remains less well understood. To conduct a systematic review and meta-analysis of the literature evaluating the global economic impact of six NCDs [including coronary heart disease, stroke, type 2 diabetes mellitus (DM), cancer (lung, colon, cervical and breast), chronic obstructive pulmonary disease (COPD) and chronic kidney disease (CKD)] on households and impoverishment. Medline, Embase and Google Scholar databases were searched from inception to November 6th 2014. To identify additional publications, reference lists of retrieved studies were searched. Randomized controlled trials, systematic reviews, cohorts, case-control, cross-sectional, modeling and ecological studies carried out in adults and assessing the economic consequences of NCDs on households and impoverishment. No language restrictions. All abstract and full text selection was done by two independent reviewers. Data were extracted by two independent reviewers and checked by a third independent reviewer. Studies were included evaluating the impact of at least one of the selected NCDs and on at least one of the following measures: expenditure on medication, transport, co-morbidities, out-of-pocket (OOP) payments or other indirect costs; impoverishment, poverty line and catastrophic spending; household or individual financial cost. From 3,241 references, 64 studies met the inclusion criteria, 75% of which originated from the Americas and Western Pacific WHO region. Breast cancer and DM were the most studied NCDs (42 in total); CKD and COPD were the least represented (five and three studies respectively). OOP payments and financial catastrophe, mostly defined as OOP exceeding a certain proportion of household income, were the most studied outcomes. OOP expenditure as a proportion of family income, ranged between 2 and 158% across the different NCDs and countries. Financial catastrophe due to the selected NCDs was seen in all countries and at all income levels, and occurred in 6-84% of the households depending on the chosen catastrophe threshold. In 16 low- and middle-income countries (LMIC), 6-11% of the total population would be impoverished at a 1.25 US dollar/day poverty line if they would have to purchase lowest price generic diabetes medication. NCDs impose a large and growing global impact on households and impoverishment, in all continents and levels of income. The true extent, however, remains difficult to determine due to the heterogeneity across existing studies in terms of populations studied, outcomes reported and measures employed. The impact that NCDs exert on households and impoverishment is likely to be underestimated since important economic domains, such as coping strategies and the inclusion of marginalized and vulnerable people who do not seek health care due to financial reasons, are overlooked in literature. Given the scarcity of information on specific regions, further research to estimate impact of NCDs on households and impoverishment in LMIC, especially the Middle Eastern, African and Latin American regions is required.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.