SynthesisEuropean journal of epidemiology2015
The global impact of non-communicable diseases on healthcare spending and national income: 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 178 papers, 11 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
178 citing papers in PubMed, 11 syntheses or guidelines pooled it, 376 citations in OpenAlex.
- Effectiveness of maintenance interventions promoting physical activity following exercise therapy for chronic conditions: an umbrella review.British journal of sports medicine · 2026Pooled it
- Adolescent obesity and risk of serious chronic morbidity and mortality in young adulthood: a systematic review of cohorts from national registries.Cardiovascular diabetology · 2026Pooled it
- Implementation of precision medicine in treating non-communicable diseases: a systematic review.Journal of translational medicine · 2025Pooled it
- 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
- Does Collaboration between General Practitioners and Pharmacists Improve Risk Factors for Cardiovascular Disease and Diabetes? A Systematic Review and Meta-Analysis.Global heart · 2023Pooled it
- Understanding Self-Guided Web-Based Educational Interventions for Patients With Chronic Health Conditions: Systematic Review of Intervention Features and Adherence.Journal of medical Internet research · 2020Pooled it
- Systematic reviews as a "lens of evidence": Determinants of cost-effectiveness of breast cancer screening.Cancer medicine · 2019Pooled it
- Pooled it
- Fish consumption and risk of all-cause and cardiovascular mortality: a dose-response meta-analysis of prospective observational studies.Public health nutrition · 2018Pooled it
- Pooled it
- The role of the GP in follow-up cancer care: a systematic literature review.Journal of cancer survivorship : research and practice · 2016Pooled it
- Surveillance vs Standard Surgery and Cost-Effectiveness After Neoadjuvant Chemoradiotherapy for Esophageal Cancer: Secondary Analysis of a Randomized Clinical Trial.JAMA network open · 2026Trial
- Feasibility trial of a transdiagnostic individual lifestyle evaluation and intervention (Lev-i) for health behavior change.PloS one · 2026Trial
- Metacognitive Therapy in Cardiac Rehabilitation: Staff Barriers and Enablers to Training in an Evidence-Based Psychological Treatment for Anxiety and Depression.Journal of the American Heart Association · 2026Article
- Assessing the progress in implementing population-based policies to reduce the burden of noncommunicable diseases in Eastern Europe and Central Asia, 2010-2024.Health policy and planning · 2026Article
- Educational gaps, training challenges and learning needs among early-career rheumatology nurses in resource-limited county hospitals: a multicenter qualitative study.BMC medical education · 2026Article
- Reframing Emergency Medical Service in the context of chronic non-communicable disease and palliative care.African journal of primary health care & family medicine · 2026Article
- Trigonelline suppresses the tumor progression via STAT2 signalling pathway in non-Small cell lung carcinoma.Medical oncology (Northwood, London, England) · 2026Article
- Burden of chronic diseases and associated risk factors among adults in Saudi Arabia: results from a national telephone survey.BMC public health · 2026Article
- Alignment with front-of-package labeling policy and risk of hospitalization: evidence from Canadian National Nutrition Survey linked to routinely collected health administrative databases.The American journal of clinical nutrition · 2026Article
118 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 5 institutions in 3 countries.
Funding
Abstract
The impact of non-communicable diseases (NCDs) in populations extends beyond ill-health and mortality with large financial consequences. To systematically review and meta-analyze studies evaluating the impact of NCDs (including coronary heart disease, stroke, type 2 diabetes mellitus, cancer (lung, colon, cervical and breast), chronic obstructive pulmonary disease and chronic kidney disease) at the macro-economic level: healthcare spending and national income. Medical databases (Medline, Embase and Google Scholar) up to November 6th 2014. For further identification of suitable studies, we searched reference lists of included studies and contacted experts in the field. We included randomized controlled trials, systematic reviews, cohorts, case-control, cross-sectional, modeling and ecological studies carried out in adults assessing the economic consequences of NCDs on healthcare spending and national income without language restrictions. All abstracts and full text selection was done by two independent reviewers. Any disagreements were resolved through consensus or consultation of a third reviewer. Data were extracted by two independent reviewers using a pre-designed data collection form. Studies evaluating the impact of at least one of the selected NCDs on at least one of the following outcome measures: healthcare expenditure, national income, hospital spending, gross domestic product (GDP), gross national product, net national income, adjusted national income, total costs, direct costs, indirect costs, inpatient costs, outpatient costs, per capita healthcare spending, aggregate economic outcome, capital loss in production levels in a country, economic growth, GDP per capita (per capita income), percentage change in GDP, intensive growth, extensive growth, employment, direct governmental expenditure and non-governmental expenditure. From 4,364 references, 153 studies met our inclusion criteria. Most of the studies were focused on healthcare related costs of NCDs. 30 studies reported the economic impact of NCDs on healthcare budgets and 13 on national income. Healthcare expenditure for cardiovascular disease (12-16.5 %) was the highest; other NCDs ranged between 0.7 and 7.4 %. NCD-related health costs vary across the countries, regions, and according to type of NCD. Additionally, there is an increase in costs with increased severity and years lived with the disease. Low- and middle-income (LMI) countries were the focus of just 16 papers, which suggests an information shortage concerning the true economic burden of NCDs in these countries. NCDs pose a significant financial burden on healthcare budgets and nations' welfare, which is likely to increase over time. However further work is required to standardize more consistently the methods available to assess the economic impact of NCDs and to involve (hitherto under-addressed) LMI populations across the globe.
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.