Anesthesiologists’ Overconfidence in Their Perceived Knowledge of Neuromuscular Monitoring and Its Relevance to All Aspects of Medical Practice: An International Survey
Abstract
BACKGROUND: In patients who receive a nondepolarizing neuromuscular blocking drug (NMBD) during anesthesia, undetected postoperative residual neuromuscular block is a common occurrence that carries a risk of potentially serious adverse events, particularly postoperative pulmonary complications. There is abundant evidence that residual block can be prevented when real-time (quantitative) neuromuscular monitoring with measurement of the train-of-four ratio is used to guide NMBD administration and reversal. Nevertheless, a significant percentage of anesthesiologists fail to use quantitative devices or even conventional peripheral nerve stimulators routinely. Our hypothesis was that a contributing factor to the nonutilization of neuromuscular monitoring was anesthesiologists’ overconfidence in their knowledge and ability to manage the use of NMBDs without such guidance. METHODS: We conducted an Internet-based multilingual survey among anesthesiologists worldwide. We asked respondents to answer 9 true/false questions related to the use of neuromuscular blocking drugs. Participants were also asked to rate their confidence in the accuracy of each of their answers on a scale of 50% (pure guess) to 100% (certain of answer). RESULTS: Two thousand five hundred sixty persons accessed the website; of these, 1629 anesthesiologists from 80 countries completed the 9-question survey. The respondents correctly answered only 57% of the questions. In contrast, the mean confidence exhibited by the respondents was 84%, which was significantly greater than their accuracy. Of the 1629 respondents, 1496 (92%) were overconfident. CONCLUSIONS: The anesthesiologists surveyed expressed overconfidence in their knowledge and ability to manage the use of NMBDs. This overconfidence may be partially responsible for the failure to adopt routine perioperative neuromuscular monitoring. When clinicians are highly confident in their knowledge about a procedure, they are less likely to modify their clinical practice or seek further guidance on its use.
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Cites
Kruger, J., & Dunning, D. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.6.1121 · Cited by 7,731 · see citing works
Davis, D. A., Mazmanian, P. E., Fordis, M., Van Harrison, R., Thorpe, K. E., & Perrier, L. (2006) · JAMA · doi:10.1001/jama.296.9.1094 · Cited by 2,375 · see citing works
“Clinical versus Actuarial Judgment.”
Dawes, R. M., Faust, D., & Meehl, P. E. (1989) · Science · doi:10.1126/science.2648573 · Cited by 2,298 · see citing works
Are we all less risky and more skillful than our fellow drivers?
Svenson, O. (1981) · Acta Psychologica · doi:10.1016/0001-6918(81)90005-6 · Cited by 1,969 · see citing works
Clinical versus mechanical prediction: a meta-analysis
Grove, W. M., Zald, D. H., Lebow, B. S., Snitz, B. E., & Nelson, C. (2000) · Psychological Assessment · doi:10.1037/1040-3590.12.1.19 · Cited by 1,640 · see citing works
Koriat, A., Lichtenstein, S., & Fischhoff, B. (1980) · Journal of Experimental Psychology: Human Learning and Memory · doi:10.1037/0278-7393.6.2.107 · Cited by 1,477 · see citing works
Do those who know more also know more about how much they know?*1
Lichtenstein, S., & Fischhoff, B. (1977) · Organizational Behavior and Human Performance · doi:10.1016/0030-5073(77)90001-0 · Cited by 1,107 · see citing works
Personal contact, individuation, and the better-than-average effect.
Alicke, M. D., Klotz, M. L., Breitenbecher, D. L., Yurak, T. J., & Vredenburg, D. S. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.68.5.804 · Cited by 914 · see citing works
Residual Neuromuscular Blockade and Critical Respiratory Events in the Postanesthesia Care Unit
Murphy, G. S., Szokol, J. W., Marymont, J. H., Greenberg, S. B., Avram, M. J., & Vender, J. S. (2008) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e31816d1268 · Cited by 626 · see citing works
A review of the validity and accuracy of self-assessments in health professions training
Gordon, M. J. (1991) · Academic Medicine · doi:10.1097/00001888-199112000-00012 · Cited by 537 · see citing works
Juslin, P., Winman, A., & Olsson, H. (2000) · Psychological Review · doi:10.1037/0033-295x.107.2.384 · Cited by 394 · see citing works
Kopman, A. F., Yee, P., & Neuman, G. G. (1997) · Anesthesiology · doi:10.1097/00000542-199704000-00005 · Cited by 388 · see citing works
Self-citationBarnsley, L., Lyon, P. M., Ralston, S. J., Hibbert, E., Cunningham, I., Gordon, F. C., & Field, M. J. (2004) · Medical Education · doi:10.1046/j.1365-2923.2004.01773.x · Cited by 374 · see citing works
Accident probabilities and seat belt usage: A psychological perspective
Slovic, P., Fischhoff, B., & Lichtenstein, S. (1978) · Accident Analysis & Prevention · doi:10.1016/0001-4575(78)90030-1 · Cited by 334 · see citing works
Factors influencing the use of a decision rule in a probabilistic task
Arkes, H. R., Dawes, R. M., & Christensen, C. (1986) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(86)90046-4 · Cited by 333 · see citing works
Self-citationA Survey of Current Management of Neuromuscular Block in the United States and Europe
Naguib, M., Kopman, A. F., Lien, C. A., Hunter, J. M., López, A., & Brull, S. J. (2010) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181c07428 · Cited by 321 · see citing works
Self-citationFacing uncertainty in the game of bridge: A calibration study
Keren, G. B. (1987) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(87)90047-1 · Cited by 302 · see citing works
Critical Respiratory Events in the Postanesthesia Care Unit
Rose, D., Cohen, M. M., Wigglesworth, D., & DeBoer, D. P. (1994) · Anesthesiology · doi:10.1097/00000542-199408000-00020 · Cited by 298 · see citing works
Comparison between medical students' experience, confidence and competence
Morgan, P. J., & Cleave‐Hogg, D. M. (2002) · Medical Education · doi:10.1046/j.1365-2923.2002.01228.x · Cited by 295 · see citing works
Brull, S. J., & Murphy, G. S. (2010) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181da8312 · Cited by 289 · see citing works
Self-citationHODGES, B., REGEHR, G., & MARTIN, D. (2001) · Academic Medicine · doi:10.1097/00001888-200110001-00029 · Cited by 280 · see citing works
Current Status of Neuromuscular Reversal and Monitoring
Brull, S. J., & Kopman, A. F. (2016) · Anesthesiology · doi:10.1097/aln.0000000000001409 · Cited by 280 · see citing works
Self-citationDalrymple, D. J. (1987) · International Journal of Forecasting · doi:10.1016/0169-2070(87)90031-8 · Cited by 278 · see citing works
Physicians’ Diagnostic Accuracy, Confidence, and Resource Requests: A Vignette Study
Meyer, A. N. D., Payne, V. L., Meeks, D. W., Rao, R., & Singh, H. (2013) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2013.10081 · Cited by 268 · see citing works
Neuromuscular monitoring and postoperative residual curarisation: a meta-analysis
Naguib, M., Kopman, A. F., & Ensor, J. (2007) · British Journal of Anaesthesia · doi:10.1093/bja/ael386 · Cited by 239 · see citing works
Self-citationReversal with Sugammadex in the Absence of Monitoring Did Not Preclude Residual Neuromuscular Block
Kotake, Y., Ochiai, R., Suzuki, T., Ogawa, S., Takagi, S., Ozaki, M., Nakatsuka, I., & Takeda, J. (2013) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3182999672 · Cited by 204 · see citing works
Residual curarization in the recovery room after vecuronium
Baillard, C., Gehan, G., Reboul‐Marty, J., Larmignat, P., Samama, C. M., & Cupa, M. (2000) · British Journal of Anaesthesia · doi:10.1093/oxfordjournals.bja.a013445 · Cited by 200 · see citing works
Fortier, L., McKeen, D. M., Turner, K. E., de Médicis, É., Warriner, B., Jones, P. M., Chaput, A. J., Pouliot, J., & Galarneau, A. (2015) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000000757 · Cited by 195 · see citing works
Cognitive errors detected in anaesthesiology: a literature review and pilot study
Stiegler, M. P., Neelankavil, J. P., Canales, C., & Dhillon, A. (2011) · British Journal of Anaesthesia · doi:10.1093/bja/aer387 · Cited by 182 · see citing works
Cognitive Processes in Anesthesiology Decision Making
Stiegler, M. P., & Tung, A. (2013) · Anesthesiology · doi:10.1097/aln.0000000000000073 · Cited by 175 · see citing works
Nondepolarizing Neuromuscular Blocking Agents, Reversal, and Risk of Postoperative Pneumonia
Bulka, C. M., Terekhov, M. A., Martin, B. J., Dmochowski, R. R., Hayes, R. M., & Ehrenfeld, J. M. (2016) · Anesthesiology · doi:10.1097/aln.0000000000001279 · Cited by 165 · see citing works
The recalcitrance of overconfidence and its contribution to decision aid neglect
Sieck, W. R., & Arkes, H. R. (2005) · Journal of Behavioral Decision Making · doi:10.1002/bdm.486 · Cited by 128 · see citing works
Self-citationTodd, M. M., Hindman, B. J., & King, B. J. (2014) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000000261 · Cited by 118 · see citing works
Ratings of surgical residents by self, supervisors and peers.
Risucci, D. A., Tortólani, A. J., & Ward, R. J. (1989) · PubMed · Cited by 107 · see citing works
Emergency Tracheal Intubation in the Postanesthesia Care Unit Physician Error or Patient Disease?
Mathew, J. P., Rosenbaum, S. H., Connor, T. O., & Barash, P. G. (1990) · Anesthesia & Analgesia · doi:10.1213/00000539-199012000-00020 · Cited by 75 · see citing works
An analysis of reintubations from a quality assurance database of 152,000 cases
Lee, P. J., MacLennan, A. J., Naughton, N. N., & O’Reilly, M. (2003) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2003.03.006 · Cited by 60 · see citing works
Bronsert, M. R., Henderson, W. G., Monk, T. G., Richman, J., Nguyen, J. D., Sum-Ping, J., Mangione, M. P., Higley, B., & Hammermeister, K. E. (2017) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000001848 · Cited by 60 · see citing works
Reliability of Subjective Evaluations in a High Incentive Situation
Hoerl, A. E., & Fallin, H. K. (1974) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2344550 · Cited by 55 · see citing works
Subjective Probability Forecasting Experiments in Meteorology: Some Preliminary Results
Murphy, A. H., & Winkler, R. L. (1974) · Bulletin of the American Meteorological Society · doi:10.1175/1520-0477(1974)055 · Cited by 53 · see citing works
Hemodynamic assessment in managing the critically iii: is physician confidence warranted?
Dawson, N. V., Connors, A. F., Speroff, T., Kemka, A., Shaw, P., & Arkes, H. R. (1993) · Medical Decision Making · doi:10.1177/0272989x9301300314 · Cited by 52 · see citing works
Self-citationApplying the acute ischemic heart disease predictive instrument.
Corey, G. A., & Merenstein, J. H. (1987) · PubMed · Cited by 49 · see citing works
Residual Neuromuscular Block: Rediscovering the Obvious
Brull, S. J., Naguib, M., & Miller, R. D. (2008) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181753266 · Cited by 46 · see citing works
Self-citationEpstein, R. H., Dexter, F., Lopez, M. G., & Ehrenfeld, J. M. (2014) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000000410 · Cited by 40 · see citing works
Henrich, L., McClure, J., & Crozier, M. J. (2015) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2015.05.003 · Cited by 39 · see citing works
Monitoring and Pharmacologic Reversal of a Nondepolarizing Neuromuscular Blockade Should Be Routine
Miller, R. D., & Ward, T. A. (2010) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181e13522 · Cited by 39 · see citing works
Kopman, A. F. (2010) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181cdb0a5 · Cited by 34 · see citing works
Self-citationDonati, F. (2010) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181cdb093 · Cited by 34 · see citing works
Who is afraid of the system? Doctors’ attitude towards diagnostic systems
Ridderikhoff, J., & VANHERK, B. (1999) · International Journal of Medical Informatics · doi:10.1016/s1386-5056(98)00145-2 · Cited by 33 · see citing works
Offering a prognosis in lung cancer: when is a team of experts an expert team?
Kee, F., Owen, T., & Leathem, R. (2007) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2005.044917 · Cited by 29 · see citing works
Flagged first, then by citations
1 of the 50 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
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Reverberi, C., Rigon, T., Solari, A., Hassan, C., Cherubini, P., GI Genius CADx Study Group, Antonelli, G., Awadie, H., Bernhofer, S., Carballal, S., et al. (2022) · Scientific Reports · doi:10.1038/s41598-022-18751-2 · Cited by 235 · see citing works
Said, N., Potinteu, A. E., Brich, I. R., Buder, J., Schumm, H., & Huff, M. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107855 · Cited by 93 · see citing works
Carvalho, H. N., Verdonck, M., Cools, W., Geerts, L., Forget, P., & Poelaert, J. (2020) · British Journal of Anaesthesia · doi:10.1016/j.bja.2020.05.063 · Cited by 84 · see citing works
Nemes, R., Lengyel, S., Nagy, G., Hampton, D. R., Gray, M., Renew, J. R., TASSONYI, E., Fülesdi, B., & Brull, S. J. (2021) · Anesthesiology · doi:10.1097/aln.0000000000003896 · Cited by 53 · see citing works
Self-citationWeigel, W. A., Williams, B. L., Hanson, N. A., Blackmore, C. C., Johnson, R. L., Nissen, G. M., James, A. B., & Strodtbeck, W. M. (2022) · Anesthesiology · doi:10.1097/aln.0000000000004174 · Cited by 49 · see citing works
Quantitative Neuromuscular Monitoring and Postoperative Outcomes: A Narrative Review
Murphy, G. S., & Brull, S. J. (2021) · Anesthesiology · doi:10.1097/aln.0000000000004044 · Cited by 41 · see citing works
Self-citationMurphy, G. S., Avram, M. J., Greenberg, S. B., Bilimoria, S. N., Benson, J., Maher, C. E., Teister, K. J., & Szokol, J. W. (2020) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000005294 · Cited by 29 · see citing works
Scheffenbichler, F. T., Rudolph, M. I., Friedrich, S., Althoff, F. C., Xu, X., Spicer, A. C., Patrocínio, M. D., Ng, P. Y., Deng, H., Anderson, T. A., et al. (2019) · Acta Anaesthesiologica Scandinavica · doi:10.1111/aas.13478 · Cited by 28 · see citing works
Lakhlifi, C., Lejeune, F., Rouault, M., Khamassi, M., & Rohaut, B. (2023) · Cognitive Research Principles and Implications · doi:10.1186/s41235-023-00474-1 · Cited by 25 · see citing works
Blum, F. E., Locke, A. R., Nathan, N., Katz, J., Bissing, D., Minhaj, M. M., & Greenberg, S. B. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13030861 · Cited by 24 · see citing works
Hunter, J. M., & Blobner, M. (2023) · British Journal of Anaesthesia · doi:10.1016/j.bja.2023.12.001 · Cited by 23 · see citing works
Self-citationThomsen, J. L., Marty, A., Wakatsuki, S., Macario, A., Tanaka, P. P., Gätke, M. R., & Østergaard, D. (2020) · Acta Anaesthesiologica Scandinavica · doi:10.1111/aas.13606 · Cited by 22 · see citing works
Visual Flight into Instrument Meteorological Condition: A Post Accident Analysis
Ayiei, A., Murray, J., & Wild, G. (2020) · Safety · doi:10.3390/safety6020019 · Cited by 22 · see citing works
Pro-Con Debate: Do We Need Quantitative Neuromuscular Monitoring in the Era of Sugammadex?
Blobner, M., Hollmann, M. W., Luedi, M. M., & Johnson, K. B. (2022) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000005925 · Cited by 22 · see citing works
Self-citationNemes, R., & Renew, J. R. (2020) · Current anesthesiology reports · doi:10.1007/s40140-020-00389-3 · Cited by 21 · see citing works
Ease of Application of Various Neuromuscular Devices for Routine Monitoring
Renew, J. R., Hex, K. O., Johnson, P. W., Lovett, P., & Pence, R. (2020) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000005213 · Cited by 17 · see citing works
Díaz‐Cambronero, Ó., Mazzinari, G., Errando, C. L., Garutti, I., Gurumeta, A. A., Serrano, A. B., Esteve, N., Montañes, M. V., Neto, A. S., Hollmann, M. W., et al. (2023) · British Journal of Anaesthesia · doi:10.1016/j.bja.2023.02.031 · Cited by 17 · see citing works
Silveira, S. Q., da Silva, L. M., Gomes, R. F., Abib, A. D. C. V., Vieira, J. E., Ho, A. M. ‐., Lima, H. D. O., Bellicieri, F. N., Camiré, D., Nersessian, R. S. F., et al. (2022) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2022.110794 · Cited by 18 · see citing works
Althoff, F. C., Xu, X., Wachtendorf, L. J., Shay, D., Patrocínio, M. D., Schaefer, M. S., Houle, T. T., Fassbender, P. J., Eikermann, M., & Wongtangman, K. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-048509 · Cited by 17 · see citing works
Neostigmine versus sugammadex: the tide may be turning, but we still need to navigate the winds
Bartels, K., & Hunter, J. M. (2020) · British Journal of Anaesthesia · doi:10.1016/j.bja.2020.02.021 · Cited by 17 · see citing works
Self-citationRenew, J. R., Hernandez-Torres, V., Logvinov, I. I., Nemes, R., Nagy, G., Li, Z., Watt, L., & Murphy, G. S. (2021) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2021.110234 · Cited by 15 · see citing works
Giudici, G., Piccioni, F., Proto, P. L., & Valenza, F. (2021) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2021.110481 · Cited by 15 · see citing works
Are experts overconfident?: An interdisciplinary review
Sanchez, C. J., & Dunning, D. A. (2023) · Research in Organizational Behavior · doi:10.1016/j.riob.2023.100195 · Cited by 14 · see citing works
Thilen, S. R., Liang, T., Kruse, T. N., Cain, K. C., Treggiari, M. M., & Bhananker, S. M. (2023) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000006510 · Cited by 12 · see citing works
Heuristics, Overconfidence, and Experience: Impact on Monitoring Depth of Neuromuscular Blockade
Harman, A. E., Tung, A., Fox, C., & Lien, C. A. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000003965 · Cited by 12 · see citing works
Edwards, L.-A., Ly, N., Shinefeld, J. A., & Morewood, G. H. (2021) · Perioperative Care and Operating Room Management · doi:10.1016/j.pcorm.2021.100184 · Cited by 11 · see citing works
Casteel, M. A. (2023) · Weather Climate and Society · doi:10.1175/wcas-d-22-0115.1 · Cited by 10 · see citing works
Wu, H., Lin, Z.-M., Zhou, R., Huang, S., Chen, L., Su, Y., Cheng, L., & Zhang, H. (2022) · Frontiers in Medicine · doi:10.3389/fmed.2022.770105 · Cited by 8 · see citing works
Vanhonacker, D., Verdonck, M., & Carvalho, H. N. (2022) · Current anesthesiology reports · doi:10.1007/s40140-022-00539-9 · Cited by 8 · see citing works
Algorithmusbasierte Präventionsstrategien zur Vermeidung neuromuskulärer Restblockaden
Unterbuchner, C., Ehehalt, K., & Graf, B. M. (2019) · Der Anaesthesist · doi:10.1007/s00101-019-00677-6 · Cited by 7 · see citing works
Educating anaesthetists on neuromuscular monitoring: the challenges continue
Poelaert, J., & Hunter, J. M. (2023) · British Journal of Anaesthesia · doi:10.1016/j.bja.2023.05.019 · Cited by 7 · see citing works
Self-citationKościuczuk, U., Dardzińska, A., Kasperczuk, A., Dzienis, P., Tomaszuk, A., Tarnowska, K., Rynkiewicz-Szczepańska, E., Kossakowska, A., & Pryzmont, M. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13071976 · Cited by 7 · see citing works
Claus, N., Watts, P. I., & Moss, J. A. (2020) · JONA The Journal of Nursing Administration · doi:10.1097/nna.0000000000000869 · Cited by 7 · see citing works
Neuromuscular Monitoring: Keep It Simple!
Naguib, M., & Kopman, A. F. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004109 · Cited by 7 · see citing works
Self-citationPiersanti, A., Garra, R., Sbaraglia, F., VICARIO, M. D., Lamacchia, R., & Rossi, M. (2025) · Journal of Anesthesia Analgesia and Critical Care · doi:10.1186/s44158-025-00226-1 · Cited by 6 · see citing works
Genik, L. M., Aerts, E. L., Barata, P. C., Barney, C. C., Lewis, S. P., Newby‐Clark, I. R., & McMurtry, C. M. (2021) · American Journal on Intellectual and Developmental Disabilities · doi:10.1352/1944-7558-126.4.271 · Cited by 6 · see citing works
Yan, L., Karamchandani, K., Gaiser, R. R., & Carr, Z. J. (2023) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000006666 · Cited by 5 · see citing works
Pro: The Use of Sugammadex Does Not Preclude the Need for Objective Neuromuscular Monitoring
Renew, J. R., & Linn, D. D. (2025) · Journal of Cardiothoracic and Vascular Anesthesia · doi:10.1053/j.jvca.2025.04.001 · Cited by 5 · see citing works
Brull, S. J., & Fülesdi, B. (2019) · Revista Española de Anestesiología y Reanimación · doi:10.1016/j.redar.2019.03.005 · Cited by 5 · see citing works
Self-citationCarvalho, H. N., Verdonck, M., Eleveld, D. J., Ramirez, D., D'Haese, J., Flamée, P., Geerts, L., Wylleman, J., Cools, W., Barbé, K., et al. (2023) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2023.111225 · Cited by 4 · see citing works
Ebert, M. T., Szpernal, J., Vogt, J. A., Lien, C. A., & Ebert, T. J. (2024) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-024-01227-1 · Cited by 4 · see citing works
Brull, S. J., & Eriksson, L. I. (2020) · Anaesthesia Critical Care & Pain Medicine · doi:10.1016/j.accpm.2020.01.004 · Cited by 4 · see citing works
Self-citationActual and perceived knowledge of research ethics guidelines in a sample of public health clinicians
Rouse, D., & Tynan, A. (2020) · Internal Medicine Journal · doi:10.1111/imj.14984 · Cited by 4 · see citing works
Residual neuromuscular block: time to consign it to history
Rodney, G., Raju, P. K. B. C., & Brull, S. J. (2024) · Anaesthesia · doi:10.1111/anae.16238 · Cited by 4 · see citing works
Self-citationRevisiting the Classification of Neuromuscular Blockade, Aligning Clinical Practice and Research
Albers, K. I., Díaz‐Cambronero, Ó., Keijzer, C., Snoeck, M. M. J., Warlé, M. C., & Fuchs‐Buder, T. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004407 · Cited by 4 · see citing works
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Verdonck, M., Carvalho, H. N., Fuchs‐Buder, T., Brull, S. J., & Poelaert, J. (2024) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-024-01141-6 · Cited by 3 · see citing works
Self-citationDíaz‐Cambronero, Ó., Serrano, A. B., Gurumeta, A. A., Martínez, I. G., Esteve, N., Alday, E., Ferrando, C., Mazzinari, G., Vila-Caral, P., & Oyonarte, C. L. E. (2022) · Revista Española de Anestesiología y Reanimación · doi:10.1016/j.redar.2022.02.005 · Cited by 3 · see citing works
Díaz‐Cambronero, Ó., Serrano, A. B., Gurumeta, A. A., Martínez, I. G., Esteve, N., Alday, E., Ferrando, C., Mazzinari, G., Vila-Caral, P., & Oyonarte, C. L. E. (2023) · Revista Española de Anestesiología y Reanimación (English Edition) · doi:10.1016/j.redare.2022.02.005 · Cited by 3 · see citing works
Dong, Y., Guo, W., Yang, Y., & Li, Q. (2024) · Bioengineering · doi:10.3390/bioengineering11050486 · Cited by 3 · see citing works
Asztalos, L., Boktor, M., Kukuly, M., Sólyom, D., Pongrácz, A., Brull, S. J., & Fülesdi, B. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14124374 · Cited by 3 · see citing works
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Linn, D. D., & Renew, J. R. (2024) · American Journal of Health-System Pharmacy · doi:10.1093/ajhp/zxae287 · Cited by 2 · see citing works
Wu, J., & Cai, Y. (2025) · Future Internet · doi:10.3390/fi17100479 · Cited by 4 · see citing works
Renew, J. R., Hernandez-Torres, V., Chaves-Cardona, H. E., Logvinov, I. I., & Brull, S. J. (2023) · Canadian Journal of Anesthesia/Journal canadien d anesthésie · doi:10.1007/s12630-023-02439-w · Cited by 2 · see citing works
Self-citationHuang, S., Pan, Y., Wang, Y., Pei, S., Wang, X., Sun, S., Yao, S., Chen, X., & Xia, H. (2024) · Medical Science Monitor · doi:10.12659/msm.942780 · Cited by 2 · see citing works
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Brull, S. J., Naguib, M., & Kopman, A. F. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004381 · Cited by 2 · see citing works
Self-citationRenew, J. R., & Naguib, M. (2020) · Current anesthesiology reports · doi:10.1007/s40140-020-00375-9 · Cited by 2 · see citing works
Self-citationNaguib, M., Brull, S. J., Hunter, J. M., Kopman, A. F., Fülesdi, B., Johnson, K. B., & Arkes, H. R. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004377 · Cited by 2 · see citing works
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Fülesdi, B., & Brull, S. J. (2022) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000006035 · Cited by 2 · see citing works
Self-citationHow to optimize neuromuscular blockade in ambulatory setting?
Meistelman, C., Plaud, B., & Debaene, B. (2019) · Current Opinion in Anaesthesiology · doi:10.1097/aco.0000000000000798 · Cited by 1 · see citing works
Monitoring of neuromuscular block for safe anesthesia: FAQs for proper understanding
Suzuki, T., Iwasaki, H., Takagi, S., Hara, M., Matsuki, Y., & The Japanese Society of Anesthesiologists Working Group for Revision of Guidelines of Monitoring for Safe Anesthesia (2026) · Journal of Anesthesia · doi:10.1007/s00540-026-03698-9 · Cited by 1 · see citing works
Vela-Vásquez, R. N., & Hurtado-Tello, M. M. (2019) · ACTA MEDICA PERUANA · doi:10.35663/amp.2019.364.901 · Cited by 1 · see citing works
Neuromuscular Blockade Monitoring and Reversal
Weigel, W. A., & Thilen, S. R. (2021) · Advances in Anesthesia · doi:10.1016/j.aan.2021.07.010 · Cited by 1 · see citing works
Brull, S. J., & Fulesdi, B. (2019) · Revista Española de Anestesiología y Reanimación (English Edition) · doi:10.1016/j.redare.2019.03.001 · Cited by 1 · see citing works
Self-citationMotahhar, V. K., & Gruca, T. S. (2025) · International Journal of Forecasting · doi:10.1016/j.ijforecast.2024.12.001 · Cited by 1 · see citing works
Tan, J., Liu, H., Yang, H., Luo, D., Fu, Q., & Li, Q. (2025) · BMC Anesthesiology · doi:10.1186/s12871-025-03013-1 · Cited by 1 · see citing works
The RECITE-US study: Stacking the odds in a chronic patient safety threat
Renew, J. R., & Brull, S. J. (2019) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2019.02.004 · Cited by 1 · see citing works
Self-citationNathan, N. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004209
Tung, A., Harman, A. E., & Lien, C. A. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000004378
Curarisation résiduelle et complications respiratoires postopératoires
Meistelman, C. (2023) · Oxymag · doi:10.1016/j.oxy.2023.02.013
Navas‐Blanco, J. R., & Soto, R. G. (2023) · Current anesthesiology reports · doi:10.1007/s40140-023-00588-8
Fedor, M., Fónyad, B., Nemes, R., Asztalos, L., Fülesdi, B., & Pongrácz, A. (2024) · Orvosi Hetilap · doi:10.1556/650.2024.33010
Self-citationLakhlifi, C., Lejeune, F., Rouault, M., Khamassi, M., & Rohaut, B. (2024) · Figshare · doi:10.6084/m9.figshare.26583951
Stewart, E., Kaizer, A. M., Fioravanti, J., Russell, N., Hendrickse, A. D., Adams, M., Pshak, T. J., & Fernandez-Bustamante, A. (2026) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2026.112174
Current recommendations for preventing residual neuromuscular blockade
Lee, J. W., & Jung, H. (2026) · Anesthesia and Pain Medicine · doi:10.17085/apm.26556
Serafin, J., Lebak, K., Belani, K. G., Kaizer, A. M., & Barnett, K. M. (2025) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000007853
Tao, J.-C., Zhou, X.-Y., Wang, T. Q., Gao, Q., & Yao, Y.-Y. (2026) · BMC Anesthesiology · doi:10.1186/s12871-026-03913-w
Olorunnisola, T., Johnson, K., & Subbian, V. (2026) · Systems and Information Engineering Design Symposium · doi:10.1109/sieds69358.2026.11540302
Self-citationWeinger, M. B., Andreae, M. H., Anders, S. H., Slagle, J. M., DeClercq, J., Banerjee, A., Reale, C., Faiman, J., Torsher, L. C., Shotwell, M. S., et al. (2026) · Anesthesiology Open · doi:10.1097/ao9.0000000000000020
Sugammadex vs. neostigmine: the train‐of‐four counts too
Si, A. L. A., Cheng, E., & Chong, S. Y. (2026) · Anaesthesia · doi:10.1111/anae.70423
Physicians’ metacognition in medical decision-making
Lakhlifi, C., Kouzy, R., Lejeune, F., Beuzon, N., Mawet, J., Roos, C., Khamassi, M., Rohaut, B., & Rouault, M. (2026) · Neuroscience of Consciousness · doi:10.1093/nc/niag064
de Oliveira, C. D., Vieito, P., Ferreira, A., Fernandes, A. S. M., Tavares, E. P., Braga, I. S., Silva, J., Abreu-Pires, M., Neto, P. R., Moreira, Z., et al. (2026) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-026-01492-2
- Authors
- Naguib, M., Brull, S. J., Hunter, J. M., Kopman, A. F., Fülesdi, B., Johnson, K. B., & Arkes, H. R.
- Affiliations
- Cleveland Clinic Lerner College of Medicine (US)
- Mayo Clinic in Florida (US)
- University of Liverpool (GB)
- Weill Cornell Medicine (US)
- University of Debrecen (HU)
- University of Utah (US)
- The Ohio State University (US)
- Corresponding author
- Naguib, Mohamed
- Venue
- Anesthesia & Analgesia
- Published
- 2019-06
- Volume
- 128
- Issue
- 6
- Pages
- 1118-1126
- ISSN
- 0003-2999 (ISSN-L)
- OpenAlex
- W2888065053
- Cited by
- 82
- References
- 50
- Citations by year
- 2026: 9 · 2025: 8 · 2024: 10 · 2023: 14 · 2022: 8 · 2021: 8 · 2020: 11 · 2019: 14
- FWCI
- 12.32
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Anesthesia & Analgesia (publishedVersion)
- PubMed (publishedVersion)
- University of Debrecen Electronic Archive (University of Debrecen) (submittedVersion)
- Topics
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Anesthesia and Sedative Agents
- Health Sciences › Medicine › Surgery › Anesthesia and Pain Management
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Keywords
- overconfidence, neuromuscular monitoring, neuromuscular blocking agents, train-of-four ratio, residual neuromuscular blockade, nondepolarizing muscle relaxants, postoperative pulmonary complications, peripheral nerve stimulator
- MeSH terms
- Anesthesiology, Clinical Competence, Decision Making, Humans, Lung Diseases, Neuromuscular Agents, Postoperative Complications, Psychometrics, Surveys and Questionnaires, Risk, Reproducibility of Results, Monitoring, Intraoperative, Neuromuscular Blockade, Internet, Internationality, Delayed Emergence from Anesthesia, Neuromuscular Monitoring
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