A surgical safety checklist to reduce morbidity and mortality in a global population
Open accessAbstract
BACKGROUND: Surgery has become an integral part of global health care, with an estimated 234 million operations performed yearly. Surgical complications are common and often preventable. We hypothesized that a program to implement a 19-item surgical safety checklist designed to improve team communication and consistency of care would reduce complications and deaths associated with surgery. METHODS: Between October 2007 and September 2008, eight hospitals in eight cities (Toronto, Canada; New Delhi, India; Amman, Jordan; Auckland, New Zealand; Manila, Philippines; Ifakara, Tanzania; London, England; and Seattle, WA) representing a variety of economic circumstances and diverse populations of patients participated in the World Health Organization's Safe Surgery Saves Lives program. We prospectively collected data on clinical processes and outcomes from 3733 consecutively enrolled patients 16 years of age or older who were undergoing noncardiac surgery. We subsequently collected data on 3955 consecutively enrolled patients after the introduction of the Surgical Safety Checklist. The primary end point was the rate of complications, including death, during hospitalization within the first 30 days after the operation. RESULTS: The rate of death was 1.5% before the checklist was introduced and declined to 0.8% afterward (P=0.003). Inpatient complications occurred in 11.0% of patients at baseline and in 7.0% after introduction of the checklist (P<0.001). CONCLUSIONS: Implementation of the checklist was associated with concomitant reductions in the rates of death and complications among patients at least 16 years of age who were undergoing noncardiac surgery in a diverse group of hospitals.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Numerous successful patient-safety interventions have used a bundled approach.
“We chose to combine several educational and process changes into a single bundled intervention because numerous successful patient-safety interventions have used this approach.1,2,40”
From Changes in medical errors after implementation of a handoff program (2014) · cites this paper as [2]
Routine use of surgical safety checklists can reduce perioperative complications.
“The routine use of surgical safety checklists can reduce perioperative complications.”
From Society for Maternal-Fetal Medicine Special Statement: Surgical safety checklists for cesarean delivery (2021) · cites this paper as [3]
Surgical safety checklists have been shown to reduce serious perioperative complications and death by 30% to 40% when implemented across a wide range of hospital settings.
“Surgical safety checklists, such as the one developed by the World Health Organization (WHO), 2 have been shown to reduce serious perioperative complications and death by 30% to 40% when implemented across a wide range of hospital settings.3,4”
From Society for Maternal-Fetal Medicine Special Statement: Surgical safety checklists for cesarean delivery (2021) · cites this paper as [3]
Studies demonstrating reduced morbidity and mortality with the use of a surgical safety checklist include detailed implementation programs involving extensive staff engagement and education.
“Studies demonstrating reduced morbidity and mortality with the use of a surgical safety checklist include detailed implementation programs involving extensive staff engagement and education.3,4,9”
From Society for Maternal-Fetal Medicine Special Statement: Surgical safety checklists for cesarean delivery (2021) · cites this paper as [3]
This problem may help to explain apparently contradictory findings about the value of surgical checklists.
“This problem may help to explain apparently contradictory findings about the value of surgical checklists, for example.47–49”
From Demystifying theory and its use in improvement (2015) · cites this paper as [47]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Dindo, D., Demartines, N., & Clavien, P.-A. (2004) · Annals of Surgery · doi:10.1097/01.sla.0000133083.54934.ae · Cited by 31,378 · see citing works
Statistical Methods for Rates and Proportions
Fleiss, J. L., Levin, B., & Paik, M. C. (2003) · Wiley Series in Probability and Statistics · doi:10.1002/0471445428 · Cited by 18,646 · see citing works
Disease control priorities in developing countries
(2006) · Choice Reviews Online · doi:10.5860/choice.44-0343 · Cited by 3,635 · see citing works
An estimation of the global volume of surgery: a modelling strategy based on available data
Weiser, T. G., Regenbogen, S. E., Thompson, K. D., Haynes, A. B., Lipsitz, S. R., Berry, W. R., & Gawande, A. A. (2008) · The Lancet · doi:10.1016/s0140-6736(08)60878-8 · Cited by 2,517 · see citing works
Self-citationThe Human Problems of an Industrial Civilization
Mayo, E. 1.-1. (1934) · Nature · doi:10.1038/134201b0 · Cited by 1,937 · see citing works
Maternal mortality: who, when, where, and why
Ronsmans, C., & Graham, W. J. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69380-x · Cited by 1,839 · see citing works
The Timing of Prophylactic Administration of Antibiotics and the Risk of Surgical-Wound Infection
Classen, D. C., Evans, R. S., Pestotnik, S. L., Horn, S. D., Menlove, R. L., & Burke, J. P. (1992) · New England Journal of Medicine · doi:10.1056/nejm199201303260501 · Cited by 1,734 · see citing works
Variation in Hospital Mortality Associated with Inpatient Surgery
Ghaferi, A. A., Birkmeyer, J. D., & Dimick, J. B. (2009) · New England Journal of Medicine · doi:10.1056/nejmsa0903048 · Cited by 1,467 · see citing works
The incidence and nature of surgical adverse events in Colorado and Utah in 1992
Gawande, A. A., Thomas, E. J., Zinner, M. J., & Brennan, T. A. (1999) · Surgery · doi:10.1067/msy.1999.98664 · Cited by 977 · see citing works
Self-citationSurgical team behaviors and patient outcomes
Mazzocco, K., Petitti, D. B., Fong, K. T., Bonacum, D., Brookey, J., Graham, S., Lasky, R. E., Sexton, J. B., & Thomas, E. J. (2008) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2008.03.002 · Cited by 786 · see citing works
Operating Room Teamwork among Physicians and Nurses: Teamwork in the Eye of the Beholder
Makary, M. A., Sexton, J. B., Freischlag, J. A., Holzmueller, C. G., Millman, E. A., Rowen, L., & Pronovost, P. J. (2006) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2006.01.017 · Cited by 674 · see citing works
Lingard, L. (2008) · Archives of Surgery · doi:10.1001/archsurg.2007.21 · Cited by 594 · see citing works
Kreder, H. J., & Rs, M. (1995) · PubMed · Cited by 565 · see citing works
Adverse events in surgical patients in Australia
Kable, A. K., Gibberd, R. W., & Spigelman, A. D. (2002) · International Journal for Quality in Health Care · doi:10.1093/intqhc/14.4.269 · Cited by 453 · see citing works
Perioperative Antibiotic Prophylaxis for Herniorrhaphy and Breast Surgery
Platt, R. G., Zaleznik, D. F., Hopkins, C. C., Dellinger, E. P., Karchmer, A. W., Bryan, C. S., Burke, J. F., Wikler, M. A., Marino, S., Holbrook, K. F., et al. (1990) · New England Journal of Medicine · doi:10.1056/nejm199001183220303 · Cited by 365 · see citing works
Self-citationBaum, M. L., Anish, D. S., Chalmers, T. C., Sacks, H. S., Smith, H., & Fagerstrom, R. M. (1981) · New England Journal of Medicine · doi:10.1056/nejm198110013051404 · Cited by 340 · see citing works
Balancing “No Blame” with Accountability in Patient Safety
Wachter, R. M., & Pronovost, P. J. (2009) · New England Journal of Medicine · doi:10.1056/nejmsb0903885 · Cited by 335 · see citing works
Hospitals collaborate to decrease surgical site infections
Dellinger, E. P., Hausmann, S. M., Bratzler, D. W., Johnson, R. M., Daniel, D. M., Bunt, K. M., Baumgardner, G. A., & Sugarman, J. R. (2005) · The American Journal of Surgery · doi:10.1016/j.amjsurg.2004.12.001 · Cited by 310 · see citing works
Self-citationTeamwork in the Operating Room
Sexton, J. B., Makary, M. A., Tersigni, A. R., Pryor, D. B., Hendrich, A. L., Thomas, E. J., Holzmueller, C. G., Knight, A. P., Yun, W., & Pronovost, P. J. (2006) · Anesthesiology · doi:10.1097/00000542-200611000-00006 · Cited by 295 · see citing works
Hr, B., & Wr, C. (1964) · PubMed · Cited by 183 · see citing works
Deaths associated with anaesthesia in Togo, West Africa
Maman, A.-F. O.-B., Tomta, K., Ahouangbévi, S., & Chobli, M. (2005) · Tropical Doctor · doi:10.1258/004947505774938666 · Cited by 174 · see citing works
Epidemiology of paediatric surgical admissions to a government referral hospital in the Gambia.
Bickler, S. W., & Sanno-Duanda, B. (2000) · PubMed · Cited by 145 · see citing works
Risk-adjusted surgical audit with the POSSUM scoring system in a developing country
Yii, M. K., & Ng, K. J. (2002) · British journal of surgery · doi:10.1046/j.0007-1323.2001.01979.x · Cited by 134 · see citing works
Efficacy of Prophylactic Antibiotics for Craniotomy
Barker, F. G. (1994) · Neurosurgery · doi:10.1227/00006123-199409000-00017 · Cited by 134 · see citing works
Antibiotic Prophylaxis in Orthopedic Surgery
Norden, C. W. (1991) · Clinical Infectious Diseases · doi:10.1093/clinids/13.supplement_10.s842 · Cited by 113 · see citing works
Effects of Prophylactic Antibiotics in Vascular Surgery
Ivarsson, L. E., RISBERG, B. O., & Seeman, T. (1984) · Annals of Surgery · doi:10.1097/00000658-198407000-00016 · Cited by 92 · see citing works
Case Series of Acute Abdominal Surgery in Rural Sierra Leone
McConkey, S. J. (2002) · World Journal of Surgery · doi:10.1007/s00268-001-0258-2 · Cited by 84 · see citing works
Tw, A., Jc, C., Burnett, R., & Goldbach, M. (1980) · PubMed · Cited by 68 · see citing works
Eisen, L. A., & Savel, R. H. (2009) · CHEST Journal · doi:10.1378/chest.09-0377 · Cited by 62 · see citing works
Surgical Site Signing and “Time Out”
Johnston, G. H. F., Ekert, L., & Pally, E. (2009) · Journal of Bone and Joint Surgery · doi:10.2106/jbjs.h.01615 · Cited by 54 · see citing works
Martin, I. C., Mason, M., & Findlay, G. (2009) · New England Journal of Medicine · doi:10.1056/nejmc090417 · Cited by 51 · see citing works
Beyond Outcomes—The Appropriateness of Surgical Care
Lee, C. N. (2009) · JAMA · doi:10.1001/jama.2009.1465 · Cited by 42 · see citing works
Iatrogenic Harm and Anaesthesia in Australia
Runciman, W. B. (2005) · Anaesthesia and Intensive Care · doi:10.1177/0310057x0503300303 · Cited by 40 · see citing works
On a wing and a prayer: surgeons learning from the aviation industry
Singh, N. (2009) · Journal of the Royal Society of Medicine · doi:10.1258/jrsm.2009.090139 · Cited by 30 · see citing works
Cherny, N. I. (2009) · Annals of Oncology · doi:10.1093/annonc/mdp302 · Cited by 15 · see citing works
Caplan, L. R. (2009) · Archives of Neurology · doi:10.1001/archneurol.2009.181 · Cited by 13 · see citing works
Communication and culture: opportunities for safer surgery
Stevens, J. P., & Rogers, S. O. (2009) · BMJ Quality & Safety · doi:10.1136/qshc.2009.032177 · Cited by 10 · see citing works
Child injury around the world: a global research agenda for child injury prevention
Ebel, B. E., Medina, M. H., Rahman, A., Appiah, N., & Rivara, F. P. (2009) · Injury Prevention · doi:10.1136/ip.2009.022475 · Cited by 9 · see citing works
This article has been cited by other articles
Moake, J. L., Bernardo, A. S., Fujikawa, K., Ball, C., Nolasco, L. H., Cruz, M. A., Vesely, S. K., George, J. N., Lämmle, B., Studt, D., et al. (2003) · Cited by 2 · see citing works
How can we make health care safer for patients?
Gray, S. F., & Moule, P. (2009) · Journal of research in nursing · doi:10.1177/1744987109105832 · Cited by 1 · see citing works
Let's think about human factors, not human failings.
Mossman, D. (2009) · PubMed · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [9]9. Ouro-Bang'na Maman AF, Tomta K, 9. Ahouangbévi S, Chobli M. Deaths associ- ated with anaesthesia in Togo, West Afri- ca. Trop Doct 2005;35:220-2.
Cited by
Sorted by citations
The Clavien-Dindo Classification of Surgical Complications: Five-Year Experience
Clavien, P. A., Barkun, J., de Oliveira, M. L., Vauthey, J. N., Dindo, D., Schulick, R. D., de Santibañes, E., Pekolj, J., Slankamenac, K., Bassi, C., et al. (2009) · Annals of Surgery · doi:10.1097/sla.0b013e3181b13ca2 · Cited by 11,482 · see citing works
Rajkomar, A., Dean, J., & Kohane, I. (2019) · New England Journal of Medicine · doi:10.1056/nejmra1814259 · Cited by 4,579 · see citing works
Global Surgery 2030: evidence and solutions for achieving health, welfare, and economic development
Meara, J. G., Leather, A. J. M., Hagander, L., Alkire, B. C., Alonso, N., Ameh, E. A., Bickler, S. W., Conteh, L., Dare, A. J., Davies, J., et al. (2015) · The Lancet · doi:10.1016/s0140-6736(15)60160-x · Cited by 3,851 · see citing works
Self-citationAllegranzi, B., Nejad, S. B., Combescure, C., Graafmans, W., Attar, H., Donaldson, L., & Pittet, D. (2011) · The Lancet · doi:10.1016/s0140-6736(10)61458-4 · Cited by 2,514 · see citing works
Frerk, C., Mitchell, V. S., McNarry, A. F., Mendonca, C., Bhagrath, R., Patel, A., O’Sullivan, E. P., Woodall, N. M., & Ahmad, I. (2015) · British Journal of Anaesthesia · doi:10.1093/bja/aev371 · Cited by 2,214 · see citing works
“place before the induction of anaesthesia, and this should be discussed at the team brief and the sign-in (pre-induction) phase of the WHO Surgical Safety Checklist.(23) 24 Assessment of the risk of aspiration is a key component of planning airwaymanagement.”
The Comprehensive Complication Index
Slankamenac, K., Graf, R., Barkun, J. S., Puhan, M. A., & Clavien, P. (2013) · Annals of Surgery · doi:10.1097/sla.0b013e318296c732 · Cited by 1,794 · see citing works
2014 ESC/ESA Guidelines on non-cardiac surgery: cardiovascular assessment and management
Authors Task Force Members, Kristensen, S. D., Knuuti, J., Saraste, A., Anker, S. D., Bøtker, H. E., Hert, S. D., Ford, I., González‐Juanatey, J. R., Görenek, B., et al. (2014) · European Heart Journal · doi:10.1093/eurheartj/ehu282 · Cited by 1,650 · see citing works
Rossaint, R., Bouillon, B., Černý, V., Coats, T., Duranteau, J., Fernández‐Mondejar, E., Filipescu, D. C., Hunt, B. J., Komadina, R., Nardi, G., et al. (2016) · Critical Care · doi:10.1186/s13054-016-1265-x · Cited by 1,475 · see citing works
“33 34 The implementation of our recommendations might be facilitated by a checklist approach 35 analogous to the Safe Surgery Initiative [675], which led to fewer postoperative complications 36 The European guideline on management of major bleeding and coagulopathy following trauma: Fourth edition Rossaint R, Bouillon…”
MethodVariation in Hospital Mortality Associated with Inpatient Surgery
Ghaferi, A. A., Birkmeyer, J. D., & Dimick, J. B. (2009) · New England Journal of Medicine · doi:10.1056/nejmsa0903048 · Cited by 1,467 · see citing works
Social-Psychological Interventions in Education: They’re Not Magic
Yeager, D. S., & Walton, G. M. (2011) · Review of Educational Research · doi:10.3102/0034654311405999 · Cited by 1,345 · see citing works
“An evaluation of this simple intervention found that it reduced surgical complications by 36% and deaths by 47% (Haynes et al., 2009).”
BackgroundBest care at lower cost: the path to continuously learning health care in America
Smith, M. A., Saunders, R., Stuckhardt, L., & McGinnis, J. M. (2014) · Choice Reviews Online · doi:10.5860/choice.51-3277 · Cited by 1,356 · see citing works
“Implementing this checklist has reduced fatalities and surgical complications by approximately one-third globally (Haynes et al., 2009).”
BackgroundCritical care and the global burden of critical illness in adults
Adhikari, N. K. J., Fowler, R., Bhagwanjee, S., & Rubenfeld, G. D. (2010) · The Lancet · doi:10.1016/s0140-6736(10)60446-1 · Cited by 1,310 · see citing works
Spahn, D. R., Bouillon, B., Černý, V., Duranteau, J., Filipescu, D. C., Hunt, B. J., Komadina, R., Maegele, M., Nardi, G., Riddez, L., et al. (2019) · Critical Care · doi:10.1186/s13054-019-2347-3 · Cited by 1,273 · see citing works
“Safe Surgery Initiative [867], which led to fewer postop-”
BackgroundStrategies to Prevent Surgical Site Infections in Acute Care Hospitals: 2014 Update
Anderson, D. J., Podgorny, K., Berríos-Torres, S. I., Bratzler, D. W., Dellinger, E. P., Greene, L. R., Nyquist, A., Saiman, L. M., Yokoe, D. S., Maragakis, L. L., et al. (2014) · Infection Control and Hospital Epidemiology · doi:10.1086/676022 · Cited by 1,216 · see citing works
“A multicenter quasi-experimental study conducted in 8 countries demonstrated that use of the WHO checklist led to lower rates of surgical complications, including SSI and death.(121) c.”
MethodSelf-citationTemporal Trends in Rates of Patient Harm Resulting from Medical Care
Landrigan, C. P., Parry, G. J., Bones, C. B., Hackbarth, A. D., Goldmann, D. A., & Sharek, P. J. (2010) · New England Journal of Medicine · doi:10.1056/nejmsa1004404 · Cited by 1,144 · see citing works
Standards for distribution models in biodiversity assessments
Araújo, M. B., Anderson, R. P., Barbosa, A. M., Beale, C. M., Dormann, C. F., Early, R., Garcia, R. A., Guisan, A., Maiorano, L., Naimi, B., et al. (2019) · Science Advances · doi:10.1126/sciadv.aat4858 · Cited by 1,149 · see citing works
A catalogue of reporting guidelines for health research
Simera, I., Moher, D., Hoey, J., Schulz, K. F., & Altman, D. G. (2010) · European Journal of Clinical Investigation · doi:10.1111/j.1365-2362.2009.02234.x · Cited by 1,047 · see citing works
Association Between Implementation of a Medical Team Training Program and Surgical Mortality
Neily, J. B., Mills, P. D., Young‐Xu, Y., Carney, B. T., West, P., Berger, D. H., Mazzia, L. M., Paull, D. E., & Bagian, J. P. (2010) · JAMA · doi:10.1001/jama.2010.1506 · Cited by 1,039 · see citing works
Effect of a comprehensive surgical safety system on patient outcomes
de Vries, E. N., Prins, H. A., Crolla, R. M. P. H., den Outer, A. J., van Andel, G., van Helden, S. H., Schlack, W. S., van Putten, M. A., Gouma, D. J., Dijkgraaf, M. G. W., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmsa0911535 · Cited by 998 · see citing works
Management of bleeding and coagulopathy following major trauma: an updated European guideline
Spahn, D. R., Bouillon, B., Černý, V., Coats, T., Duranteau, J., Fernández‐Mondejar, E., Filipescu, D. C., Hunt, B. J., Komadina, R., Nardi, G., et al. (2013) · Critical Care · doi:10.1186/cc12685 · Cited by 975 · see citing works
“The implementation of our recommendations and adherence to a local treatment algorithm is facilitated by a checklist analogous to the Safe Surgery Initiative [530].”
MethodChanges in medical errors after implementation of a handoff program
Starmer, A. J., Spector, N. D., Srivastava, R., West, D. C., Rosenbluth, G., Allen, A. D., Noble, E. L., Tse, L. L., Dalal, A. K., Keohane, C. A., et al. (2014) · New England Journal of Medicine · doi:10.1056/nejmsa1405556 · Cited by 947 · see citing works
Self-citationFutier, E., Lefrant, J., Guinot, P., Godet, T., Lorne, E., Cuvillon, P., Bertran, S., Léone, M., Pastène, B., Piriou, V., et al. (2017) · JAMA · doi:10.1001/jama.2017.14172 · Cited by 931 · see citing works
Structural Vulnerability and Health: Latino Migrant Laborers in the United States
Quesada, J., Hart, L. K., & Bourgois, P. I. (2011) · Medical Anthropology · doi:10.1080/01459740.2011.576725 · Cited by 875 · see citing works
“The emerging applied health services literature on the efficacy of compelling all levels of the clinical hierarchy to fill out short procedural lists in the intensive care unit testifies to the importance of the introduction of deceptively simple bureaucratic protocols (Haynes et al. 2009).”
2011 ACCF/AHA Guideline for Coronary Artery Bypass Graft Surgery
Hillis, L. D., Smith, P. K., Anderson, J. L., Bittl, J. A., Bridges, C. R., Byrne, J. G., Cigarroa, J. E., DiSesa, V. J., Hiratzka, L. F., Hutter, A. M., et al. (2011) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2011.08.009 · Cited by 819 · see citing works
“Observational analyses in patients undergoing noncardiac surgery have shown a significant reduction in perioperative death with the use of checklists, multidisciplinary surgical care, intraoperative time-outs, postsurgical debriefings, and other communication strategies (14,15).”
BackgroundExpansion of cancer care and control in countries of low and middle income: a call to action
Farmer, P. E., Frenk, J. M., Knaul, F. M., Shulman, L. N., Alleyne, G. A. O., Armstrong, L., Atun, R. A., Blayney, D. W., Chen, L., Feachem, R. G., et al. (2010) · The Lancet · doi:10.1016/s0140-6736(10)61152-x · Cited by 797 · see citing works
European Resuscitation Council Guidelines 2021: Cardiac arrest in special circumstances
Lott, C., Truhlář, A., Alfonzo, A. V. M., Barelli, A., Salvado, V. G., Hinkelbein, J., Nolan, J. P., Paal, P., Perkins, G. D., Thies, K., et al. (2021) · Resuscitation · doi:10.1016/j.resuscitation.2021.02.011 · Cited by 818 · see citing works
2011 ACCF/AHA Guideline for Coronary Artery Bypass Graft Surgery
Hillis, L. D., Smith, P. K., Anderson, J. L., Bittl, J. A., Bridges, C. R., Byrne, J. G., Cigarroa, J. E., DiSesa, V. J., Hiratzka, L. F., Hutter, A. M., et al. (2011) · Circulation · doi:10.1161/cir.0b013e31823c074e · Cited by 782 · see citing works
Demystifying theory and its use in improvement
Davidoff, F., Dixon-Woods, M., Leviton, L., & Michie, S. (2015) · BMJ Quality & Safety · doi:10.1136/bmjqs-2014-003627 · Cited by 714 · see citing works
Filippiadis, D. K., Binkert, C. A., Pellerin, O., Hoffmann, R., Krajina, A., & Pereira, P. L. (2017) · CardioVascular and Interventional Radiology · doi:10.1007/s00270-017-1703-4 · Cited by 728 · see citing works
Teams, tribes and patient safety: overcoming barriers to effective teamwork in healthcare
Weller, J. M., Boyd, M., & Cumin, D. (2014) · Postgraduate Medical Journal · doi:10.1136/postgradmedj-2012-131168 · Cited by 725 · see citing works
Global cancer surgery: delivering safe, affordable, and timely cancer surgery
Sullivan, R. J., Alatise, O. I., Anderson, B. O., Audisio, R. A., Autier, P., Aggarwal, A. K., Balch, C. M., Brennan, M. F., Dare, A. J., Dcruz, A. K., et al. (2015) · The Lancet Oncology · doi:10.1016/s1470-2045(15)00223-5 · Cited by 706 · see citing works
Bourgois, P. I., Holmes, S. M., Sue, K. L., & Quesada, J. (2016) · Academic Medicine · doi:10.1097/acm.0000000000001294 · Cited by 687 · see citing works
Epidemiology of Global Pediatric Traumatic Brain Injury: Qualitative Review
Dewan, M. C., Mummareddy, N., Wellons, J. C., & Bonfield, C. M. (2016) · World Neurosurgery · doi:10.1016/j.wneu.2016.03.045 · Cited by 654 · see citing works
The economics of patient safety
Slawomirski, L., Auraaen, A., & Klazinga, N. S. (2017) · OECD health working papers · doi:10.1787/5a9858cd-en · Cited by 645 · see citing works
“Since the release of the WHO Surgical Safety Checklist in 2008, several studies have supported the use of procedural and surgical checklists (#3.8) in reducing post-operative complications and mortality across settings and in various economic contexts (Haynes et al 2009; WHO).”
MethodInfluentialIntroduction of surgical safety checklists in Ontario, Canada
Urbach, D. R., Govindarajan, A., Saskin, R., Wilton, A. S., & Baxter, N. N. (2014) · New England Journal of Medicine · doi:10.1056/nejmsa1308261 · Cited by 627 · see citing works
Resilient health care: turning patient safety on its head
Braithwaite, J., Wears, R. L., & Hollnagel, E. (2015) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzv063 · Cited by 599 · see citing works
2011 ACCF/AHA Guideline for Coronary Artery Bypass Graft Surgery: Executive Summary
Hillis, L. D., Smith, P. K., Anderson, J. L., Bittl, J. A., Bridges, C. R., Byrne, J. G., Cigarroa, J. E., DiSesa, V. J., Hiratzka, L. F., Hutter, A. M., et al. (2011) · Circulation · doi:10.1161/cir.0b013e31823b5fee · Cited by 613 · see citing works
Simera, I., Moher, D., Hirst, A., Hoey, J., Schulz, K. F., & Altman, D. G. (2010) · BMC Medicine · doi:10.1186/1741-7015-8-24 · Cited by 590 · see citing works
Mushambi, M. C., Kinsella, S. M., Popat, M. T., Swales, H., Ramaswamy, K., Winton, A., & Quinn, A. (2015) · Anaesthesia · doi:10.1111/anae.13260 · Cited by 603 · see citing works
“should be used before each theatre procedure [43].”
MethodBainbridge, D., Martin, J., Arango, M., & Cheng, D. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60990-8 · Cited by 600 · see citing works
Medication Without Harm: WHO's Third Global Patient Safety Challenge
Donaldson, L., Kelley, E., Dhingra‐Kumar, N., Kiény, M.-P., & Sheikh, A. (2017) · The Lancet · doi:10.1016/s0140-6736(17)31047-4 · Cited by 595 · see citing works
Prevention of Intraoperative Awareness in a High-Risk Surgical Population
Avidan, M. S., Jacobsohn, E., Glick, D. B., Burnside, B. A., Zhang, L., Villafranca, A., Karl, L. R., Kamal, S., Torres, B. A., O'Connor, M., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1100403 · Cited by 581 · see citing works
Simulation-Based Trial of Surgical-Crisis Checklists
Arriaga, A. F., Bader, A. M., Wong, J. M., Lipsitz, S. R., Berry, W. R., Ziewacz, J. E., Hepner, D. L., Boorman, D. J., Pozner, C. N., Smink, D. S., et al. (2013) · New England Journal of Medicine · doi:10.1056/nejmsa1204720 · Cited by 569 · see citing works
“Surgical technologist 9 (13) 0 56 44 0 0 0”
Self-citationSurgical checklists: a systematic review of impacts and implementation
Treadwell, J. R., Lucas, S., & Tsou, A. Y. (2013) · BMJ Quality & Safety · doi:10.1136/bmjqs-2012-001797 · Cited by 566 · see citing works
Surgical Site Infection Prevention
Seidelman, J., Mantyh, C. R., & Anderson, D. J. (2023) · JAMA · doi:10.1001/jama.2022.24075 · Cited by 562 · see citing works
Patel, K. N., Yip, L., Lubitz, C. C., Grubbs, E. G., Miller, B. S., Shen, W. T., Angelos, P., Chen, H., Doherty, G. M., Fahey, T. J., et al. (2020) · Annals of Surgery · doi:10.1097/sla.0000000000003580 · Cited by 553 · see citing works
Huria, T., Palmer, S. C., Pitama, S. G., Beckert, L., Lacey, C. J., Ewen, S. C., & Smith, L. T. (2019) · BMC Medical Research Methodology · doi:10.1186/s12874-019-0815-8 · Cited by 536 · see citing works
Haynes, A. B., Weiser, T. G., Berry, W. R., Lipsitz, S. R., Breizat, A.-H., Dellinger, E. P., Dziekan, G., Herbosa, T., Kibatala, P. L., Lapitan, M. C., et al. (2011) · BMJ Quality & Safety · doi:10.1136/bmjqs.2009.040022 · Cited by 523 · see citing works
“have been reported elsewhere, as have the specifics of the checklist-based implementation programme.(7)”
BackgroundMethodInfluentialSelf-citationWeissman, D. E., & Meier, D. E. (2010) · Journal of Palliative Medicine · doi:10.1089/jpm.2010.0347 · Cited by 512 · see citing works
Jaber, S., Jung, B., Corne, P., Sebbane, M., Müller, L., Chanques, G., Verzilli, D., Jonquet, O., Eledjam, J., & Lefrant, J. (2009) · Intensive Care Medicine · doi:10.1007/s00134-009-1717-8 · Cited by 507 · see citing works
“For instance, when ‘‘the care bundle’’ is implemented as rapidly as possible, it improves the management of outof-hospital respiratory distress [15], sedation and weaning from the ventilator [16, 17], as well as severe sepsis [18, 19] and surgical procedures [20].”
BackgroundDifficult Airway Society guidelines for awake tracheal intubation (ATI) in adults
Ahmad, I., El‐Boghdadly, K., Bhagrath, R., Hodzovic, I., McNarry, A. F., Mir, F., O'Sullivan, E. P., Patel, A., Stacey, M., & Vaughan, D. (2020) · Anaesthesia · doi:10.1111/anae.14904 · Cited by 563 · see citing works
Transforming healthcare: a safety imperative
Leape, L. L., Berwick, D. M., Clancy, C. M., Conway, J., Gluck, P., Guest, J., Lawrence, D., Morath, J. M., O’Leary, D. S., O’Neill, P., et al. (2009) · BMJ Quality & Safety · doi:10.1136/qshc.2009.036954 · Cited by 486 · see citing works
Weiser, T. G., Haynes, A. B., Dziekan, G., Berry, W. R., Lipsitz, S. R., & Gawande, A. A. (2010) · Annals of Surgery · doi:10.1097/sla.0b013e3181d970e3 · Cited by 468 · see citing works
“Implementation of the World Health Organization’s 19-item Surgical Safety Checklist improved the process of care and was associated with a one-third decrease in complications across all types of noncardiac adult surgery.(1) In situations requiring urgent intervention, however, there has been worry that use of a checkl…”
BackgroundMethodSelf-citationSchmutz, J. B., Meier, L. L., & Manser, T. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-028280 · Cited by 484 · see citing works
“1136/bmjopen-2018-028280 Open access performance measures are surgical complications, mortality or morbidity.(67) In anaesthesia, studies often use expert ratings based on checklists to assess the provision of anaesthesia.”
BackgroundHospital Volume and Operative Mortality in the Modern Era
Reames, B. N., Ghaferi, A. A., Birkmeyer, J. D., & Dimick, J. B. (2013) · Annals of Surgery · doi:10.1097/sla.0000000000000375 · Cited by 446 · see citing works
Bates, D. W., & Singh, H. (2018) · Health Affairs · doi:10.1377/hlthaff.2018.0738 · Cited by 441 · see citing works
Madaio, M. A., Stark, L., Wortman Vaughan, J., & Wallach, H. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376445 · Cited by 436 · see citing works
Effects of the Introduction of the WHO “Surgical Safety Checklist” on In-Hospital Mortality
van Klei, W. A., Hoff, R. G., van Aarnhem, E. E. H. L., Simmermacher, R. K. J., Regli, L., Kappen, T. H., van Wolfswinkel, L., Kalkman, C. J., Bühre, W., & Peelen, L. M. (2011) · Annals of Surgery · doi:10.1097/sla.0b013e31823779ae · Cited by 429 · see citing works
The Safety of Inpatient Health Care
Bates, D. W., Levine, D. M., Salmasian, H., Syrowatka, A., Shahian, D. M., Lipsitz, S. R., Zebrowski, J. P., Myers, L. C., Logan, M. S., Roy, C. G., et al. (2023) · New England Journal of Medicine · doi:10.1056/nejmsa2206117 · Cited by 424 · see citing works
Self-citation2014 ESC/ESA Guidelines on non-cardiac surgery
Kristensen, S. D., Knuuti, J. M., Saraste, A., Anker, S. D., Bøtker, H. E., Hert, S. G. D., Ford, I., González‐Juanatey, J. R., Görenek, B., Heyndrickx, G. R., et al. (2014) · European Journal of Anaesthesiology · doi:10.1097/eja.0000000000000150 · Cited by 406 · see citing works
Patient Safety At Ten: Unmistakable Progress, Troubling Gaps
Wachter, R. M. (2009) · Health Affairs · doi:10.1377/hlthaff.2009.0785 · Cited by 401 · see citing works
Bergs, J., Hellings, J., Cleemput, I., Zurel, O., Troyer, V. D., Hiel, M. V., Demeere, J. L., Claeys, D. A. B., & Vandijck, D. M. (2014) · British journal of surgery · doi:10.1002/bjs.9381 · Cited by 391 · see citing works
The Helsinki Declaration on Patient Safety in Anaesthesiology
Mellin‐Olsen, J., Staender, S. E. A., Whitaker, D., & Smith, A. F. (2010) · European Journal of Anaesthesiology · doi:10.1097/eja.0b013e32833b1adf · Cited by 387 · see citing works
Technologies for global health
Howitt, P. J., Darzi, A. W., Yang, G., Ashrafian, H., Atun, R. A., Barlow, J. G., Blakemore, A. I. F., Bull, A. M. J., Car, J., Conteh, L., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61127-1 · Cited by 384 · see citing works
Pre-operative evaluation of adults undergoing elective noncardiac surgery
Hert, S. G. D., Staender, S. E. A., Fritsch, G., Hinkelbein, J., Afshari, A., Bettelli, G., Böck, M., Chew, M. S., Coburn, M., ROBERTIS, E. D., et al. (2018) · European Journal of Anaesthesiology · doi:10.1097/eja.0000000000000817 · Cited by 388 · see citing works
Handbook on Business Process Management 1
Brocke, J. V., & Rosemann, M. (2010) · Springer eBooks · doi:10.1007/978-3-642-00416-2 · Cited by 380 · see citing works
An open letter toThe BMJeditors on qualitative research
Greenhalgh, T., Annandale, E. C., Ashcroft, R. E., Barlow, J. G., Black, N. A., Bleakley, A., Boaden, R., Braithwaite, J., Britten, N., Carnevale, F. A., et al. (2016) · BMJ · doi:10.1136/bmj.i563 · Cited by 378 · see citing works
Rao, L., Wu, L., Liu, Z., Tian, R., Yu, G., Zhou, Z., Yang, K., Xiong, H., Zhang, A., Yu, G.-T., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18626-y · Cited by 379 · see citing works
Effective surgical safety checklist implementation
Conley, D. M., Singer, S. J., Edmondson, L., Berry, W. R., & Gawande, A. A. (2011) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2011.01.052 · Cited by 372 · see citing works
“g In 2009, investigators documented a significant reduction in mortality and other postoperative complications with use of the WHO surgical safety checklist.(1) Since then, the checklist has been adopted by more than 3,900 hospitals in 122 countries, representing more than 90% of the world’s population.”
MethodSelf-citationStrategies to Prevent Surgical Site Infections in Acute Care Hospitals: 2014 Update
Anderson, D. J., Podgorny, K., Berríos-Torres, S. I., Bratzler, D. W., Dellinger, E. P., Greene, L. R., Nyquist, A., Saiman, L. M., Yokoe, D. S., Maragakis, L. L., et al. (2014) · Infection Control and Hospital Epidemiology · doi:10.1017/s0899823x00193869 · Cited by 371 · see citing works
Self-citationChecklists to Reduce Diagnostic Errors
Ely, J. W., Graber, M. L., & Croskerry, P. (2011) · Academic Medicine · doi:10.1097/acm.0b013e31820824cd · Cited by 366 · see citing works
Interprofessional Teamwork for Health and Social Care
Reeves, S., Lewin, S., Espin, S., & Zwarenstein, M. (2010) · Wiley eBooks · doi:10.1002/9781444325027 · Cited by 840 · see citing works
Leape, L. L., Shore, M. F., Dienstag, J. L., Mayer, R. J., Edgman‐Levitan, S., Meyer, G. S., & Healy, G. B. (2012) · Academic Medicine · doi:10.1097/acm.0b013e318258338d · Cited by 359 · see citing works
“44,45 If the physician is not a constructive team player, team efforts fail, and patients suffer the consequences.”
Procter, L., Davenport, D. L., Bernard, A. C., & Zwischenberger, J. B. (2009) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2009.09.034 · Cited by 351 · see citing works
Essential surgery: key messages from Disease Control Priorities, 3rd edition
Mock, C., Donkor, P., Gawande, A. A., Jamison, D. T. T., Kruk, M. E., & Debas, H. T. (2015) · The Lancet · doi:10.1016/s0140-6736(15)60091-5 · Cited by 338 · see citing works
Self-citationThe Checklist Manifesto. How to get things right
Newbold, D. (2010) · Journal of Nursing Management · doi:10.1111/j.1365-2834.2010.01123.x · Cited by 338 · see citing works
Starmer, A. J., Sectish, T. C., Simon, D. W., Keohane, C., McSweeney, M. E., Chung, E. Y., Yoon, C. S., Lipsitz, S. R., Wassner, A. J., Harper, M. B., et al. (2013) · JAMA · doi:10.1001/jama.2013.281961 · Cited by 337 · see citing works
Self-citationCognitive debiasing 2: impediments to and strategies for change
Croskerry, P., Singhal, G., & Mamede, S. (2013) · BMJ Quality & Safety · doi:10.1136/bmjqs-2012-001713 · Cited by 419 · see citing works
“…▸ The implementation of a surgical safety checklist led to reductions in death rates and complications in non-cardiac surgery in a multicenter study 62 Stopping rules Stopping rules are an important form of forcing functions — they determine when enough information has been gathered to make an…”
BackgroundBalancing “No Blame” with Accountability in Patient Safety
Wachter, R. M., & Pronovost, P. J. (2009) · New England Journal of Medicine · doi:10.1056/nejmsb0903885 · Cited by 335 · see citing works
Cognitive bias in clinical medicine
O'Sullivan, E., & Schofield, S. (2018) · Journal of the Royal College of Physicians of Edinburgh · doi:10.4997/jrcpe.2018.306 · Cited by 334 · see citing works
Do Safety Checklists Improve Teamwork and Communication in the Operating Room? A Systematic Review
Russ, S., Rout, S., Sevdalis, N., Moorthy, K., Darzi, A. W., & Vincent, C. A. (2013) · Annals of Surgery · doi:10.1097/sla.0000000000000206 · Cited by 332 · see citing works
Self-citationPatient Safety in the Cardiac Operating Room: Human Factors and Teamwork
Wahr, J. A., Prager, R. L., Abernathy, J. H., Martinez, E. A., Salas, E., Seifert, P. C., Groom, R. C., Spiess, B. D., Searles, B. E., Sundt, T. M., et al. (2013) · Circulation · doi:10.1161/cir.0b013e3182a38efa · Cited by 331 · see citing works
The potential of artificial intelligence to improve patient safety: a scoping review
Bates, D. W., Levine, D. M., Syrowatka, A., Kuznetsova, M., Craig, K. J. T., Rui, A., Jackson, G. P., & Rhee, K. B. L. (2021) · npj Digital Medicine · doi:10.1038/s41746-021-00423-6 · Cited by 329 · see citing works
Learning Through Noticing: Theory and Evidence from a Field Experiment *
Hanna, R., Mullainathan, S., & Schwartzstein, J. (2014) · The Quarterly Journal of Economics · doi:10.1093/qje/qju015 · Cited by 316 · see citing works
“For example, Haynes et al. (2009) find that introducing a 19-item surgical safety checklist in eight hospitals reduced the rate of death in the 30 days following noncardiac surgery from 1.5% before the checklist was introduced to 0.8% afterward, and more general inpatient complications from 33.”
BackgroundInfluentialStrategies to prevent surgical site infections in acute-care hospitals: 2022 Update
Calderwood, M. S., Anderson, D. J., Bratzler, D. W., Dellinger, E. P., Garcia‐Houchins, S., Maragakis, L. L., Nyquist, A., Perkins, K. M., Preas, M. A., Saiman, L. M., et al. (2023) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2023.67 · Cited by 328 · see citing works
Self-citationPractical challenges of introducing WHO surgical checklist: UK pilot experience
Vats, A., Vincent, C. A., Nagpal, K., Davies, R., Darzi, A. W., & Moorthy, K. (2010) · BMJ · doi:10.1136/bmj.b5433 · Cited by 323 · see citing works
Self-citationBarriers to staff adoption of a surgical safety checklist
Fourcade, A., Blache, J. L., Grenier, C., Bourgain, J. L., & Minvielle, É. (2011) · BMJ Quality & Safety · doi:10.1136/bmjqs-2011-000094 · Cited by 323 · see citing works
Schwendimann, R., Blatter, C., Dhaini, S., Simon, M., & Ausserhofer, D. (2018) · BMC Health Services Research · doi:10.1186/s12913-018-3335-z · Cited by 423 · see citing works
How to study improvement interventions: a brief overview of possible study types
Portela, M. C., Pronovost, P. J., Woodcock, T. M., Carter, P., & Dixon‐Woods, M. (2015) · BMJ Quality & Safety · doi:10.1136/bmjqs-2014-003620 · Cited by 318 · see citing works
Borchard, A., Schwappach, D. L. B., Barbir, A., & Bezzola, P. (2012) · Annals of Surgery · doi:10.1097/sla.0b013e3182682f27 · Cited by 312 · see citing works
How safe is primary care? A systematic review
Panesar, S. S., deSilva, D., Carson‐Stevens, A., Cresswell, K. M., Salvilla, S., Slight, S. P., Javad, S., Netuveli, G., Larizgoitia, I., Donaldson, L., et al. (2015) · BMJ Quality & Safety · doi:10.1136/bmjqs-2015-004178 · Cited by 312 · see citing works
Cannesson, M. P., Pestel, G., Ricks, C., Hoeft, A., & Perel, A. (2011) · Critical Care · doi:10.1186/cc10364 · Cited by 310 · see citing works
“Recent and most important advances in anesthesia and critical care have been provided by “check list” implementations [32,33].”
BackgroundKestle, J. R. W., Riva-Cambrin, J. K., Wellons, J. C., Kulkarni, A. V., Whitehead, W. E., Walker, M. L., Oakes, W. J., Drake, J. M., Luerssen, T. G., Simon, T. D., et al. (2011) · Journal of Neurosurgery Pediatrics · doi:10.3171/2011.4.peds10551 · Cited by 309 · see citing works
Serious H azards of T ransfusion (SHOT) haemovigilance and progress is improving transfusion safety
Bolton‐Maggs, P. H. B., & Cohen, H. (2013) · British Journal of Haematology · doi:10.1111/bjh.12547 · Cited by 306 · see citing works
“SHOT has recommended the introduction of a transfusion checklist because this has proved effective in reducing errors in surgery (Haynes et al, 2009; Bolton-Maggs & Cohen, 2012).”
MethodImplicit bias in healthcare: clinical practice, research and decision making
Gopal, D. P., Chetty, U., O'Donnell, P., Gajria, C., & Blackadder-Weinstein, J. (2021) · Future Healthcare Journal · doi:10.7861/fhj.2020-0233 · Cited by 298 · see citing works
A scoping review to improve conceptual clarity of interprofessional interventions
Reeves, S., Goldman, J., GILBERT, J. H. V., Tepper, J. D., Silver, I., Suter, E., & Zwarenstein, M. (2010) · Journal of Interprofessional Care · doi:10.3109/13561820.2010.529960 · Cited by 305 · see citing works
“For example, Haynes et al. (2009) reported on the effectiveness of a surgical safety checklist.”
BackgroundResultDimick, J. B., Ruhter, J., Vaughan‐Sarrazin, M., & Birkmeyer, J. D. (2013) · Health Affairs · doi:10.1377/hlthaff.2011.1365 · Cited by 306 · see citing works
Schweizer, M. L., Chiang, H., Septimus, E. J., Moody, J. A., Braun, B. I., Hafner, J. M., Ward, M., Hickok, J. D., Perencevich, E. N., Diekema, D. J., et al. (2015) · JAMA · doi:10.1001/jama.2015.5387 · Cited by 303 · see citing works
“7 days [2-44]) and within 1 day after the operations (median [range], 0.”
BackgroundShare, D. A., Campbell, D. A., Birkmeyer, N. J. O., Prager, R. L., Gurm, H. S., Moscucci, M. M., Udow‐Phillips, M., & Birkmeyer, J. D. (2011) · Health Affairs · doi:10.1377/hlthaff.2010.0526 · Cited by 301 · see citing works
Recommendations for the intra-hospital transport of critically ill patients
Fanara, B., Manzon, C., Barbot, O., Desmettre, T., & Capellier, G. (2010) · Critical Care · doi:10.1186/cc9018 · Cited by 300 · see citing works
- Authors
- Haynes, A. B., Weiser, T. G., Berry, W. R., Lipsitz, S. R., Breizat, A.-H. S., Dellinger, E. P., Herbosa, T., Joseph, S., Kibatala, P. L., Lapitan, M. C. M., Merry, A. F., Moorthy, K., Reznick, R. K., Taylor, B., & Gawande, A. A.
- Affiliations
- Harvard University (US)
- Brigham and Women's Hospital (US)
- Ministry of Health (JO)
- University of Washington (US)
- University of the Philippines Manila (PH)
- St. Stephen’s Hospital (IN)
- St. Francis Referral Hospital (TZ)
- University of Auckland (NZ)
- National Health Service (GB)
- University Health Network (CA)
- ORCID
- Venue
- New England Journal of Medicine
- Publisher
- Massachusetts Medical Society
- Published
- 2009-01-29
- Volume
- 360
- Issue
- 5
- Pages
- 491-499
- ISSN
- 0028-4793 (ISSN-L)
- 1533-4406
- OpenAlex
- W2119472226
- Cited by
- 5,688
- References
- 41
- Citations by year
- 2026: 256 · 2025: 215 · 2024: 256 · 2023: 247 · 2022: 325 · 2021: 335 · 2020: 337 · 2019: 336 · 2018: 340 · 2017: 362 · 2016: 349 · 2015: 406 · 2014: 405 · 2013: 372 · 2012: 363
- FWCI
- 514.06
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- New England Journal of Medicine (publishedVersion)
- PubMed (publishedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- ResearchSpace (University of Auckland) (submittedVersion)
- Topics
- Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac, Anesthesia and Surgical Outcomes
- Health Sciences › Medicine › Surgery › Surgical site infection prevention
- Keywords
- surgical safety checklist, surgical complications, postoperative mortality, non-cardiac surgery, team communication, patient safety, checklist implementation, global health care, in-hospital complications
- MeSH terms
- Humans, Outcome and Process Assessment, Health Care, Postoperative Complications, Prospective Studies, Surgical Procedures, Operative, Safety Management
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review