ArticleThe Lancet. Global health2015
Estimated need for surgery worldwide based on prevalence of diseases: a modelling strategy for the WHO Global Health Estimate.
Article in The Lancet. Global health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 5 registered trials, which are not on this map. Cited by 181 papers, 13 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.
Intraoperative Stress Test With Dobutamine and Speckle Tracking to Decrease Postoperative Mortality
A Preliminary Study of the Incidence, Risk Factors and Sequelae of Postoperative Delirium in Elderly Patients Undergoing Major Non-Cardiac Surgery in Singapore
Risk Factors for Postoperative Delirium in Elderly Patients Undergoing Major Non-Cardiac Surgery in Singapore
Singapore Perioperative Ageing Study (Sing-PAS)
Preoperative Evaluation: Impact on Perioperative Complications
Who cites it
181 citing papers in PubMed, 13 syntheses or guidelines pooled it, 419 citations in OpenAlex.
- Risk assessment and prevention of postoperative and postprocedural respiratory failure: recommendations from an international expert panel.British journal of anaesthesia · 2026Guideline
- Quality indicators for structure and process in peri-operative care: a systematic review.Anaesthesia · 2026Pooled it
- Incidence and predictors of perioperative mortality in Ethiopia: a systematic review and meta-analysis.BMC anesthesiology · 2025Pooled it
- Home-based prehabilitation: a systematic review and meta-analysis of randomised trials.British journal of anaesthesia · 2025Pooled it
- The impact of anesthesia instruments and drugs on the occurrence of vocal cord injury, systematic review and meta-analysis.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2025Pooled it
- Effects of neostigmine on postoperative neurocognitive dysfunction: a systematic review and meta-analysis.Frontiers in neuroscience · 2025Pooled it
- Comparative benefits and harms of perioperative interventions to prevent chronic pain after orthopedic surgery: a systematic review and network meta-analysis of randomized trials.Systematic reviews · 2024Pooled it
- Prediction of Complications and Prognostication in Perioperative Medicine: A Systematic Review and PROBAST Assessment of Machine Learning Tools.Anesthesiology · 2024Pooled it
- Laminar airflow ventilation systems in orthopaedic operating room do not prevent surgical site infections: a systematic review and meta-analysis.Journal of orthopaedic surgery and research · 2023Pooled it
- Are LMICs Achieving the Lancet Commission Global Benchmark for Surgical Volumes? A Systematic Review.World journal of surgery · 2023Pooled it
- Methodological transparency of preoperative clinical practice guidelines for elective surgery. Systematic review.PloS one · 2023Pooled it
- The comparative and added prognostic value of biomarkers to the Revised Cardiac Risk Index for preoperative prediction of major adverse cardiac events and all-cause mortality in patients who undergo noncardiac surgery.The Cochrane database of systematic reviews · 2021Pooled it
- Enhanced Recovery After Surgery Programs Improve Patient Outcomes and Recovery: A Meta-analysis.World journal of surgery · 2017Pooled it
- The connexin 43 carboxyl terminal mimetic peptide αCT1 prompts differentiation of a collagen scar matrix in humans resembling unwounded skin.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2021Trial
- Operative volume and surgical case distribution in Uganda's public sector: a stratified randomized evaluation of nationwide surgical capacity.BMC health services research · 2019Trial
- A Multicenter Randomized Controlled Trial Evaluating a Cx43-Mimetic Peptide in Cutaneous Scarring.The Journal of investigative dermatology · 2017Trial
- Trial
- Analysis of bilateral development assistance for surgery in low- and middle-income countries: trends, challenges and opportunities.BMJ global health · 2026Review
- Development efficiency and mortality after coronary artery bypass grafting: a national causal inference analysis.Journal of cardiothoracic surgery · 2026Article
- The Landmark Series: Seminal Works in Global Cancer Surgery.Annals of surgical oncology · 2026Review
121 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
6 authors at 6 institutions in 4 countries.
Funding
Abstract
backgroundSurgery is a foundational component of health-care systems. However, previous efforts to integrate surgical services into global health initiatives do not reflect the scope of surgical need and many health systems do not provide essential interventions. We estimate the minimum global volume of surgical need to address prevalent diseases in 21 epidemiological regions from the Global Burden of Disease Study 2010 (GBD).
methodsPrevalence data were obtained from GBD 2010 and organised into 119 disease states according to the WHO's Global Health Estimate (GHE). These data, representing 187 countries, were then apportioned into the 21 GBD epidemiological regions. Using previously defined values for the incident need for surgery for each of the 119 GHE disease states, we calculate minimum global need for surgery based on the prevalence of each condition in each region.
findingsWe estimate that at least 321·5 million surgical procedures would be needed to address the burden of disease for a global population of 6·9 billion in 2010. Minimum rates of surgical need vary across regions, ranging from 3383 operations per 100 000 in central Latin America to 6495 operations per 100 000 in western sub-Saharan Africa. Global surgical need also varied across subcategories of disease, ranging from 131 412 procedures for nutritional deficiencies to 45·8 million procedures for unintentional injuries.
interpretationThe estimated need for surgical procedures worldwide is large and addresses a broad spectrum of disease states. Surgical need varies between regions of the world according to disease prevalence and many countries do not meet the basic needs of their populations. These estimates could be useful for policy makers, funders, and ministries of health as they consider how to incorporate surgical capacity into health systems.
fundingUS National Institutes of Health.
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.