BACKGROUND. In a sample of 30,195 randomly selected hospital records, we identified 1133 patients (3.7 percent) with disabling injuries caused by medical treatment. We report here an analysis of these adverse events and their relation to error, negligence, and disability. METHODS. Two physician-reviewers independently identified the adverse events and evaluated them with respect to negligence, errors in management, and extent of disability. One of the authors classified each event according to type of injury. We tested the significance of differences in rates of negligence and disability among categories with at least 30 adverse events. RESULTS. Drug complications were the most common type of adverse event (19 percent), followed by wound infections (14 percent) and technical complications (13 percent). Nearly half the adverse events (48 percent) were associated with an operation. Adverse events during surgery were less likely to be caused by negligence (17 percent) than nonsurgical ones (37 percent). The proportion of adverse events due to negligence was highest for diagnostic mishaps (75 percent), noninvasive therapeutic mishaps ("errors of omission") (77 percent), and events occurring in the emergency room (70 percent). Errors in management were identified for 58 percent of the adverse events, among which nearly half were attributed to negligence. CONCLUSIONS. Although the prevention of many adverse events must await improvements in medical knowledge, the high proportion that are due to management errors suggests that many others are potentially preventable now. Reducing the incidence of these events will require identifying their causes and developing methods to prevent error or reduce its effects.
Source Information
Department of Health Policy and Management, Harvard School of Public Health, Boston, MA 02115.
This article has been cited by other articles:
Aranaz-Andres, J. M., Aibar-Remon, C., Vitaller-Burillo, J., Requena-Puche, J., Terol-Garcia, E., Kelley, E., Gea-Velazquez de Castro, M.T., the ENEAS work group,
(2009). Impact and preventability of adverse events in Spanish public hospitals: results of the Spanish National Study of Adverse Events (ENEAS). Int J Qual Health Care
0: mzp047v1-mzp047
[Abstract][Full Text]
Kilbridge, P. M., Noirot, L. A., Reichley, R. M., Berchelmann, K. M., Schneider, C., Heard, K. M., Nelson, M., Bailey, T. C.
(2009). Computerized Surveillance for Adverse Drug Events in a Pediatric Hospital. J. Am. Med. Inform. Assoc.
16: 607-612
[Abstract][Full Text]
Barsuk, J. H., Cohen, E. R., Feinglass, J., McGaghie, W. C., Wayne, D. B.
(2009). Use of Simulation-Based Education to Reduce Catheter-Related Bloodstream Infections. Arch Intern Med
169: 1420-1423
[Abstract][Full Text]
Zegers, M, de Bruijne, M C, Wagner, C, Hoonhout, L H F, Waaijman, R, Smits, M, Hout, F A G, Zwaan, L, Christiaans-Dingelhoff, I, Timmermans, D R M, Groenewegen, P P, van der Wal, G
(2009). Adverse events and potentially preventable deaths in Dutch hospitals: results of a retrospective patient record review study. Qual Saf Health Care
18: 297-302
[Abstract][Full Text]
Cohen, V., Jellinek, S. P., Hatch, A., Motov, S.
(2009). Effect of clinical pharmacists on care in the emergency department: A systematic review. Am J Health Syst Pharm
66: 1353-1361
[Abstract][Full Text]
Soop, M., Fryksmark, U., Koster, M., Haglund, B.
(2009). The incidence of adverse events in Swedish hospitals: a retrospective medical record review study. Int J Qual Health Care
21: 285-291
[Abstract][Full Text]
Abujudeh, H. H., Kaewlai, R.
(2009). Radiology Failure Mode and Effect Analysis: What Is It?. Radiology
252: 544-550
[Abstract][Full Text]
Shaw, K. N., Ruddy, R. M., Olsen, C. S., Lillis, K. A., Mahajan, P. V., Dean, J. M., Chamberlain, J. M., for the Pediatric Emergency Care Applied Research,
(2009). Pediatric Patient Safety in Emergency Departments: Unit Characteristics and Staff Perceptions. Pediatrics
124: 485-493
[Abstract][Full Text]
Gray, S., Moule, P.
(2009). How can we make health care safer for patients?. Journal of Research in Nursing
14: 299-302
DeYoung, J. L., VanderKooi, M. E., Barletta, J. F.
(2009). Effect of bar-code-assisted medication administration on medication error rates in an adult medical intensive care unit. Am J Health Syst Pharm
66: 1110-1115
[Abstract][Full Text]
Wong, D. A., Lewis, B., Herndon, J., Martin, C. Jr., Brooks, R.
(2009). Patient Safety in North America: Beyond "Operate Through Your Initials" and "Sign Your Site". JBJS
91: 1534-1541
[Full Text]
Tschan, F., Semmer, N. K., Gurtner, A., Bizzari, L., Spychiger, M., Breuer, M., Marsch, S. U.
(2009). Explicit Reasoning, Confirmation Bias, and Illusory Transactive Memory: A Simulation Study of Group Medical Decision Making. Small Group Research
40: 271-300
[Abstract]
Guile, R., Leux, C., Paille, C., Lombrail, P., Moret, L.
(2009). Validation of a tool assessing appropriateness of hospital days in rehabilitation centres. Int J Qual Health Care
21: 198-205
[Abstract][Full Text]
Hurwitz, B., Sheikh, A.
(2009). Medical fallibility - cultural recognition and representation. JRSM
102: 181-185
[Full Text]
Leape, L. L.
(2009). New World of Patient Safety: 23rd Annual Samuel Jason Mixter Lecture. Arch Surg
144: 394-398
[Full Text]
Rodriguez-Paz, J M, Kennedy, M, Salas, E, Wu, A W, Sexton, J B, Hunt, E A, Pronovost, P J
(2009). Beyond "see one, do one, teach one": toward a different training paradigm. Postgrad. Med. J.
85: 244-249
[Abstract][Full Text]
Kreckler, S, Catchpole, K, McCulloch, P, Handa, A
(2009). Factors influencing incident reporting in surgical care. Qual Saf Health Care
18: 116-120
[Abstract][Full Text]
de Vries, E N, Hollmann, M W, Smorenburg, S M, Gouma, D J, Boermeester, M A
(2009). Development and validation of the SURgical PAtient Safety System (SURPASS) checklist. Qual Saf Health Care
18: 121-126
[Abstract][Full Text]
Trivedi, M, Burg, M, Wee, N, Smith, H
(2009). Intraoperative drugs: audit of prescribing practice. Qual Saf Health Care
18: 160-160
[Full Text]
Bilimoria, K. Y., Kmiecik, T. E., DaRosa, D. A., Halverson, A., Eskandari, M. K., Bell, R. H. Jr, Soper, N. J., Wayne, J. D.
(2009). Development of an Online Morbidity, Mortality, and Near-Miss Reporting System to Identify Patterns of Adverse Events in Surgical Patients. Arch Surg
144: 305-311
[Abstract][Full Text]
Newman-Toker, D. E., Pronovost, P. J.
(2009). Diagnostic Errors--The Next Frontier for Patient Safety. JAMA
301: 1060-1062
[Full Text]
Wong, D. A., Herndon, J. H., Canale, S. T., Brooks, R. L., Hunt, T. R., Epps, H. R., Fountain, S. S., Albanese, S. A., Johanson, N. A.
(2009). Medical Errors in Orthopaedics. Results of an AAOS Member Survey. JBJS
91: 547-557
[Abstract][Full Text]
Sellier, E., Colombet, I., Sabatier, B., Breton, G., Nies, J., Zapletal, E., Arlet, J.-B., Somme, D., Durieux, P.
(2009). Effect of Alerts for Drug Dosage Adjustment in Inpatients with Renal Insufficiency. J. Am. Med. Inform. Assoc.
16: 203-210
[Abstract][Full Text]
Dhuper, S., Choksi, S.
(2009). Replacing an Academic Internal Medicine Residency Program With a Physician Assistant--Hospitalist Model: A Comparative Analysis Study. American Journal of Medical Quality
24: 132-139
[Abstract]
Rodriguez-Paz, J M, Kennedy, M, Salas, E, Wu, A W, Sexton, J B, Hunt, E A, Pronovost, P J
(2009). Beyond "see one, do one, teach one": toward a different training paradigm. Qual Saf Health Care
18: 63-68
[Abstract][Full Text]
Hwang, S.-H., Lee, S., Koo, H.-K., Kim, Y.
(2008). Evaluation of a computer-based adverse-drug-event monitor. Am J Health Syst Pharm
65: 2265-2272
[Abstract][Full Text]
Aranaz-Andres, J M, Aibar-Remon, C, Vitaller-Murillo, J, Ruiz-Lopez, P, Limon-Ramirez, R, Terol-Garcia, E, the ENEAS work group,
(2008). Incidence of adverse events related to health care in Spain: results of the Spanish National Study of Adverse Events. J. Epidemiol. Community Health
62: 1022-1029
[Abstract][Full Text]
Kilpatrick, C., Prieto, J., Wigglesworth, N.
(2008). Single room isolation to prevent the transmission of infection: development of a patient journey tool to support safe practice. British Journal of Infection Control
9: 19-25
[Abstract]
Luce, J. M.
(2008). Medical Malpractice and the Chest Physician. Chest
134: 1044-1050
[Abstract][Full Text]
Rogers, H.
(2008). Reducing avoidable deaths in hospital. Clin Risk
14: 174-178
[Full Text]
Otero, P., Leyton, A., Mariani, G., Ceriani Cernadas, J. M., and the Patient Safety Committee,
(2008). Medication Errors in Pediatric Inpatients: Prevalence and Results of a Prevention Program. Pediatrics
122: e737-e743
[Abstract][Full Text]
SULLIVAN, P. J., HEALY, C. E., HIRPARA, K. M., HUSSEY, A. J., POTTER, S. M., KELLY, J. L.
(2008). An Assessment of Skin Preparation in Upper Limb Surgery. J Hand Surg Eur Vol
33: 513-514
[Abstract][Full Text]
Barringer, P. J., Studdert, D. M., Kachalia, A. B., Mello, M. M.
(2008). Administrative Compensation of Medical Injuries: A Hardy Perennial Blooms Again. Journal of Health Politics, Policy and Law
33: 725-760
[Abstract]
Haller, G., Garnerin, P., Morales, M.-A., Pfister, R., Berner, M., Irion, O., Clergue, F., Kern, C.
(2008). Effect of crew resource management training in a multidisciplinary obstetrical setting. Int J Qual Health Care
20: 254-263
[Abstract][Full Text]
Weissman, J. S., Schneider, E. C., Weingart, S. N., Epstein, A. M., David-Kasdan, J., Feibelmann, S., Annas, C. L., Ridley, N., Kirle, L., Gatsonis, C.
(2008). Comparing Patient-Reported Hospital Adverse Events with Medical Record Review: Do Patients Know Something That Hospitals Do Not?. ANN INTERN MED
149: 100-108
[Abstract][Full Text]
Kaushal, R., Bates, D. W., Abramson, E. L., Soukup, J. R., Goldmann, D. A.
(2008). Unit-based clinical pharmacists' prevention of serious medication errors in pediatric inpatients. Am J Health Syst Pharm
65: 1254-1260
[Abstract][Full Text]
Kilbridge, P. M., Classen, D. C.
(2008). The Informatics Opportunities at the Intersection of Patient Safety and Clinical Informatics. J. Am. Med. Inform. Assoc.
15: 397-407
[Abstract][Full Text]
De Rijdt, T., Willems, L., Simoens, S.
(2008). Economic effects of clinical pharmacy interventions: A literature review. Am J Health Syst Pharm
65: 1161-1172
[Abstract][Full Text]
Bartlett, G. PhD, Blais, R. PhD, Tamblyn, R. PhD, Clermont, R. J. MD, MacGibbon, B. PhD
(2008). Impact of patient communication problems on the risk of preventable adverse events in acute care settings. CMAJ
178: 1555-1562
[Abstract][Full Text]
de Vries, E N, Ramrattan, M A, Smorenburg, S M, Gouma, D J, Boermeester, M A
(2008). The incidence and nature of in-hospital adverse events: a systematic review. Qual Saf Health Care
17: 216-223
[Abstract][Full Text]
Tam, K. W. T., Kwok, H. K., Fan, Y. M. C., Tsui, K. B., Ng, K. K., Ho, K. Y. A., Lau, K. T., Chan, Y. C., Tse, C. W. C., Lau, C. M.
(2008). Detection and prevention of medication misadventures in general practice. Int J Qual Health Care
20: 192-199
[Abstract][Full Text]
Baker, M.
(2008). Patient safety in general practice. InnovAiT
1: 431-437
[Abstract][Full Text]
Scanlon, M. C., Harris, J. M. II, Levy, F., Sedman, A.
(2008). Evaluation of the Agency for Healthcare Research and Quality Pediatric Quality Indicators. Pediatrics
121: e1723-e1731
[Abstract][Full Text]
Ferranti, J., Horvath, M. M., Cozart, H., Whitehurst, J., Eckstrand, J.
(2008). Reevaluating the Safety Profile of Pediatrics: A Comparison of Computerized Adverse Drug Event Surveillance and Voluntary Reporting in the Pediatric Environment. Pediatrics
121: e1201-e1207
[Abstract][Full Text]
van Onzenoort, H. A., van de Plas, A., Kessels, A. G., Veldhorst-Janssen, N. M., van der Kuy, P.-H. M., Neef, C.
(2008). Factors influencing bar-code verification by nurses during medication administration in a Dutch hospital. Am J Health Syst Pharm
65: 644-648
[Abstract][Full Text]
Ploeg, A. J., Lange, C. P. E., Lardenoye, J.-W., Breslau, P. J.
(2008). The Incidence of Unplanned Returns to the Operating Room After Peripheral Arterial Bypass Surgery and Its Value as Indicator of Quality of Care. VASC ENDOVASCULAR SURG
42: 19-24
[Abstract]
Aronsky, D., Jones, I., Lanaghan, K., Slovis, C. M.
(2008). Supporting Patient Care in the Emergency Department with a Computerized Whiteboard System. J. Am. Med. Inform. Assoc.
15: 184-194
[Abstract][Full Text]
Mills, P D, Neily, J, Kinney, L M, Bagian, J, Weeks, W B
(2008). Effective interventions and implementation strategies to reduce adverse drug events in the Veterans Affairs (VA) system. Qual Saf Health Care
17: 37-46
[Abstract][Full Text]
de Mheen, P J M.-v., van Duijn-Bakker, N, Kievit, J
(2008). Adverse outcomes after discharge: occurrence, treatment and determinants. Qual Saf Health Care
17: 47-52
[Abstract][Full Text]
Parshuram, C. S. MB ChB DPh, To, T. PhD, Seto, W. BScPhm Pha, Trope, A. MSc RPh, Koren, G. MBBS, Laupacis, A. MD MSc
(2008). Systematic evaluation of errors occurring during the preparation of intravenous medication. CMAJ
178: 42-48
[Abstract][Full Text]
Wheeler, D. W., Carter, J. J., Murray, L. J., Degnan, B. A., Dunling, C. P., Salvador, R., Menon, D. K., Gupta, A. K.
(2008). The Effect of Drug Concentration Expression on Epinephrine Dosing Errors: A Randomized Trial. ANN INTERN MED
148: 11-14
[Abstract][Full Text]
Gorman, P. N.
(2007). Measuring the Care of the Patient in Context. Med Decis Making
27: 724-725
Buerhaus, P. I.
(2007). Is Hospital Patient Care Becoming Safer? A Conversation With Lucian Leape. Health Aff (Millwood)
26: w687-w696
[Abstract][Full Text]
Lighthall, G. K., Barr, J.
(2007). The Use of Clinical Simulation Systems to Train Critical Care Physicians. J Intensive Care Med
22: 257-269
[Abstract]
Ramnarayan, P., Cronje, N., Brown, R., Negus, R., Coode, B., Moss, P., Hassan, T., Hamer, W., Britto, J.
(2007). Validation of a diagnostic reminder system in emergency medicine: a multi-centre study. Emerg. Med. J.
24: 619-624
[Abstract][Full Text]
Snijders, C, van Lingen, R A, Molendijk, A, Fetter, W P F
(2007). Incidents and errors in neonatal intensive care: a review of the literature. Arch. Dis. Child. Fetal Neonatal Ed.
92: F391-F398
[Abstract][Full Text]
Levinson, W. MD, Gallagher, T. H. MD
(2007). Disclosing medical errors to patients: a status report in 2007. CMAJ
177: 265-267
[Full Text]
Fletcher, N., Sofianos, D., Berkes, M. B., Obremskey, W. T.
(2007). Prevention of Perioperative Infection. JBJS
89: 1605-1618
[Full Text]
Gabardi, S., Munz, K., Ulbricht, C.
(2007). A Review of Dietary Supplement-Induced Renal Dysfunction. CJASN
2: 757-765
[Abstract][Full Text]
Nuckols, T. K, Bell, D. S, Liu, H., Paddock, S. M, Hilborne, L. H
(2007). Rates and types of events reported to established incident reporting systems in two US hospitals. Qual Saf Health Care
16: 164-168
[Abstract][Full Text]
Gerstle, R. S., Lehmann, C. U., the Council on Clinical Information Technology,
(2007). Electronic Prescribing Systems in Pediatrics: The Rationale and Functionality Requirements. Pediatrics
119: e1413-e1422
[Abstract][Full Text]
Katzan, I. L., Dawson, N. V., Thomas, C. L., Votruba, M. E., Cebul, R. D.
(2007). The cost of pneumonia after acute stroke. Neurology
68: 1938-1943
[Abstract][Full Text]
Kuiper, S. A., McCreadie, S. R., Mitchell, J. F., Stevenson, J. G.
(2007). Medication errors in inpatient pharmacy operations and technologies for improvement. Am J Health Syst Pharm
64: 955-959
[Full Text]
Stebbing, C., Wong, I. C K, Kaushal, R., Jaffe, A.
(2007). The role of communication in paediatric drug safety. Arch. Dis. Child.
92: 440-445
[Abstract][Full Text]
Phansalkar, S., Hoffman, J. M., Nebeker, J. R., Hurdle, J. F.
(2007). Pharmacists versus nonpharmacists in adverse drug event detection: A meta-analysis and systematic review. Am J Health Syst Pharm
64: 842-849
[Abstract][Full Text]
Forster, A. J, Rose, N. G W, van Walraven, C., Stiell, I.
(2007). Adverse events following an emergency department visit. Qual Saf Health Care
16: 17-22
[Abstract][Full Text]
van Beuzekom, M, Akerboom, S P, Boer, F
(2007). Assessing system failures in operating rooms and intensive care units. Qual Saf Health Care
16: 45-50
[Abstract][Full Text]
Kane, R. L., Mosser, G.
(2007). The challenge of explaining why quality improvement has not done better. Int J Qual Health Care
19: 8-10
[Full Text]
Wang, J. K., Herzog, N. S., Kaushal, R., Park, C., Mochizuki, C., Weingarten, S. R.
(2007). Prevention of Pediatric Medication Errors by Hospital Pharmacists and the Potential Benefit of Computerized Physician Order Entry. Pediatrics
119: e77-e85
[Abstract][Full Text]
Braithwaite, J., Westbrook, M. T, Mallock, N. A, Travaglia, J. F, Iedema, R. A
(2006). Experiences of health professionals who conducted root cause analyses after undergoing a safety improvement programme. Qual Saf Health Care
15: 393-399
[Abstract][Full Text]
Bould, M D, Hunter, D, Haxby, E J
(2006). Clinical risk management in anaesthesia. Contin Educ Anaesth Crit Care Pain
6: 240-243
[Full Text]
Amalberti, R, Vincent, C, Auroy, Y, de Saint Maurice, G
(2006). Violations and migrations in health care: a framework for understanding and management. Qual Saf Health Care
15: i66-i71
[Abstract][Full Text]
Freestone, L., Bolsin, S. N., Colson, M., Patrick, A., Creati, B.
(2006). Voluntary incident reporting by anaesthetic trainees in an Australian hospital. Int J Qual Health Care
18: 452-457
[Abstract][Full Text]
Kruskal, J. B., Yam, C. S., Sosna, J., Hallett, D. T., Milliman, Y. J., Kressel, H. Y.
(2006). Implementation of online radiology quality assurance reporting system for performance improvement: initial evaluation.. Radiology
241: 518-527
[Abstract][Full Text]
Walsh, K. E., Adams, W. G., Bauchner, H., Vinci, R. J., Chessare, J. B., Cooper, M. R., Hebert, P. M., Schainker, E. G., Landrigan, C. P.
(2006). Medication Errors Related to Computerized Order Entry for Children. Pediatrics
118: 1872-1879
[Abstract][Full Text]
Lilford, R, Stirling, S, Maillard, N
(2006). Citation classics in patient safety research: an invitation to contribute to an online bibliography.. Qual Saf Health Care
15: 311-313
[Abstract][Full Text]
Kane-Gill, S., Rea, R. S., Verrico, M. M., Weber, R. J.
(2006). Adverse-drug-event rates for high-cost and high-use drugs in the intensive care unit.. Am J Health Syst Pharm
63: 1876-1881
[Abstract][Full Text]
Johnstone, M.-J., Kanitsaki, O.
(2006). Culture, language, and patient safety: making the link. Int J Qual Health Care
18: 383-388
[Abstract][Full Text]
Leonard, M. S., Cimino, M., Shaha, S., McDougal, S., Pilliod, J., Brodsky, L.
(2006). Risk Reduction for Adverse Drug Events Through Sequential Implementation of Patient Safety Initiatives in a Children's Hospital. Pediatrics
118: e1124-e1129
[Abstract][Full Text]
Feldstein, A. C., Smith, D. H., Perrin, N., Yang, X., Rix, M., Raebel, M. A., Magid, D. J., Simon, S. R., Soumerai, S. B.
(2006). Improved therapeutic monitoring with several interventions: a randomized trial.. Arch Intern Med
166: 1848-1854
[Abstract][Full Text]
Meurer, L. N., Yang, H., Guse, C. E., Russo, C., Brasel, K. J., Layde, P. M.
(2006). Excess mortality caused by medical injury.. Ann Fam Med
4: 410-416
[Abstract][Full Text]
McLoughlin, V., Millar, J., Mattke, S., Franca, M., Jonsson, P. M., Somekh, D., Bates, D.
(2006). Selecting indicators for patient safety at the health system level in OECD countries.. Int J Qual Health Care
18: 14-20
[Abstract][Full Text]
Mills, P. D., Neily, J., Mims, E., Burkhardt, M. E., Bagian, J.
(2006). Improving the bar-coded medication administration system at the Department of Veterans Affairs.. Am J Health Syst Pharm
63: 1442-1447
[Full Text]
Allsop, J.
(2006). Regaining Trust in Medicine: Professional and State Strategies. Current Sociology
54: 621-636
[Abstract]
Kilbridge, P. M., Campbell, U. C., Cozart, H. B., Mojarrad, M. G.
(2006). Automated Surveillance for Adverse Drug Events at a Community Hospital and an Academic Medical Center. J. Am. Med. Inform. Assoc.
13: 372-377
[Abstract][Full Text]
Kane-Gill, S. L, Devlin, J. W
(2006). Adverse Drug Event Reporting in Intensive Care Units: A Survey of Current Practices. The Annals of Pharmacotherapy
40: 1267-1273
[Abstract][Full Text]
Stelfox, H T, Palmisani, S, Scurlock, C, Orav, E J, Bates, D W
(2006). The "To Err is Human" report and the patient safety literature.. Qual Saf Health Care
15: 174-178
[Abstract][Full Text]
Szekendi, M K, Sullivan, C, Bobb, A, Feinglass, J, Rooney, D, Barnard, C, Noskin, G A
(2006). Active surveillance using electronic triggers to detect adverse events in hospitalized patients.. Qual Saf Health Care
15: 184-190
[Abstract][Full Text]
Strom, B. L.
(2006). How the US drug safety system should be changed.. JAMA
295: 2072-2075
[Full Text]
Gurses, A. P., Xiao, Y.
(2006). A Systematic Review of the Literature on Multidisciplinary Rounds to Design Information Technology. J. Am. Med. Inform. Assoc.
13: 267-276
[Abstract][Full Text]
Kilbridge, P M, Welebob, E M, Classen, D C
(2006). Development of the Leapfrog methodology for evaluating hospital implemented inpatient computerized physician order entry systems.. Qual Saf Health Care
15: 81-84
[Abstract][Full Text]
Geubbels, E. L. P. E., Nagelkerke, N. J. D., Mintjes-De Groot, A. J., Vandenbroucke-Grauls, C. M. J. E., Grobbee, D. E., De Boer, A. S.
(2006). Reduced risk of surgical site infections through surveillance in a network. Int J Qual Health Care
18: 127-133
[Abstract][Full Text]
Choksi, V. R., Marn, C. S., Bell, Y., Carlos, R.
(2006). Efficiency of a semiautomated coding and review process for notification of critical findings in diagnostic imaging.. Am. J. Roentgenol.
186: 933-936
[Abstract][Full Text]