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Volumn 10, Issue 1, 2015, Pages

Accuracy of using automated methods for detecting adverse events from electronic health record data: A research protocol

Author keywords

Acute care hospital; Adverse events; Automated detection; Data warehouse; Electronic health record; Natural language processing; Patient safety

Indexed keywords

ALGORITHM; CATHETER-RELATED INFECTIONS; CROSS INFECTION; DATA MINING; ELECTRONIC HEALTH RECORD; FALLING; HOSPITAL PATIENT; HUMAN; PNEUMONIA; PROCEDURES; SAMPLE SIZE; STANDARDS; STATISTICS AND NUMERICAL DATA;

EID: 84988735641     PISSN: None     EISSN: 17485908     Source Type: Journal    
DOI: 10.1186/s13012-014-0197-6     Document Type: Article
Times cited : (24)

References (66)
  • 1
    • 0006092268 scopus 로고    scopus 로고
    • Building a Safer Health System. Washington, D.C: Institute of Medicine, National Acadey Press
    • Kohn LT, Corrigan J, Donaldson MS. To Err is Human. Building a Safer Health System. Washington, D.C: Institute of Medicine, National Acadey Press; 2000.
    • (2000) To Err is Human
    • Kohn, L.T.1    Corrigan, J.2    Donaldson, M.S.3
  • 2
    • 0025924692 scopus 로고
    • Incidence of adverse events and negligence in hospitalized patients. Results of the Harvard Medical Practice Study I
    • Brennan TA, Leape LL, Laird NM, Hebert L, Localio AR, Lawthers AG, et al. Incidence of adverse events and negligence in hospitalized patients. Results of the Harvard Medical Practice Study I. N Engl J Med. 1991;324(6):370-6.
    • (1991) N Engl J Med , vol.324 , Issue.6 , pp. 370-376
    • Brennan, T.A.1    Leape, L.L.2    Laird, N.M.3    Hebert, L.4    Localio, A.R.5    Lawthers, A.G.6
  • 3
    • 0026022279 scopus 로고
    • The nature of adverse events in hospitalized patients. Results of the Harvard Medical Practice Study II
    • Leape LL, Brennan TA, Laird N, Lawthers AG, Localio AR, Barnes BA, et al. The nature of adverse events in hospitalized patients. Results of the Harvard Medical Practice Study II. N Engl J Med. 1991;324(6):377-84.
    • (1991) N Engl J Med , vol.324 , Issue.6 , pp. 377-384
    • Leape, L.L.1    Brennan, T.A.2    Laird, N.3    Lawthers, A.G.4    Localio, A.R.5    Barnes, B.A.6
  • 6
    • 2942571128 scopus 로고    scopus 로고
    • The Canadian Adverse Events Study: the incidence of adverse events among hospital patients in Canada
    • Baker GR, Norton PG, Flintoft V, Blais R, Brown A, Cox J, et al. The Canadian Adverse Events Study: the incidence of adverse events among hospital patients in Canada. CMAJ. 2004;170(11):1678-86.
    • (2004) CMAJ , vol.170 , Issue.11 , pp. 1678-1686
    • Baker, G.R.1    Norton, P.G.2    Flintoft, V.3    Blais, R.4    Brown, A.5    Cox, J.6
  • 7
    • 18844483083 scopus 로고    scopus 로고
    • Adverse events in New Zealand public hospitals I: occurrence and impact
    • Davis P, Lay-Yee R, Briant R, Ali W, Scott A, Schug S. Adverse events in New Zealand public hospitals I: occurrence and impact. N Z Med J. 2002;115(1167):U271.
    • (2002) N Z Med J , vol.115 , Issue.1167 , pp. U271
    • Davis, P.1    Lay-Yee, R.2    Briant, R.3    Ali, W.4    Scott, A.5    Schug, S.6
  • 8
    • 0642342621 scopus 로고    scopus 로고
    • Adverse events in New Zealand public hospitals II: preventability and clinical context
    • Davis P, Lay-Yee R, Briant R, Ali W, Scott A, Schug S. Adverse events in New Zealand public hospitals II: preventability and clinical context. N Z Med J. 2003;116(1183):U624.
    • (2003) N Z Med J , vol.116 , Issue.1183 , pp. U624
    • Davis, P.1    Lay-Yee, R.2    Briant, R.3    Ali, W.4    Scott, A.5    Schug, S.6
  • 13
    • 0141484568 scopus 로고    scopus 로고
    • Detecting adverse events for patient safety research: a review of current methodologies
    • Murff HJ, Patel VL, Hripcsak G, Bates DW. Detecting adverse events for patient safety research: a review of current methodologies. J Biomed Inform. 2003;36(1-2):131-43.
    • (2003) J Biomed Inform , vol.36 , Issue.1-2 , pp. 131-143
    • Murff, H.J.1    Patel, V.L.2    Hripcsak, G.3    Bates, D.W.4
  • 14
    • 65549135752 scopus 로고    scopus 로고
    • Automated surveillance of health care-associated infections
    • Klompas M, Yokoe DS. Automated surveillance of health care-associated infections. Clin Infect Dis. 2009;48(9):1268-75.
    • (2009) Clin Infect Dis , vol.48 , Issue.9 , pp. 1268-1275
    • Klompas, M.1    Yokoe, D.S.2
  • 16
    • 79955618085 scopus 로고    scopus 로고
    • 'Global trigger tool' shows that adverse events in hospitals may be ten times greater than previously measured
    • Classen DC, Resar R, Griffin F, Federico F, Frankel T, Kimmel N, et al. 'Global trigger tool' shows that adverse events in hospitals may be ten times greater than previously measured. Health Aff (Millwood). 2011;30(4):581-9.
    • (2011) Health Aff (Millwood) , vol.30 , Issue.4 , pp. 581-589
    • Classen, D.C.1    Resar, R.2    Griffin, F.3    Federico, F.4    Frankel, T.5    Kimmel, N.6
  • 18
    • 84894285928 scopus 로고    scopus 로고
    • Accuracy of administrative code data for the surveillance of healthcare-associated infections: a systematic review and meta-analysis
    • Goto M, Ohl ME, Schweizer ML, Perencevich EN. Accuracy of administrative code data for the surveillance of healthcare-associated infections: a systematic review and meta-analysis. Clin Infect Dis. 2014;58(5):688-96.
    • (2014) Clin Infect Dis , vol.58 , Issue.5 , pp. 688-696
    • Goto, M.1    Ohl, M.E.2    Schweizer, M.L.3    Perencevich, E.N.4
  • 19
    • 58349102536 scopus 로고    scopus 로고
    • Validity of selected AHRQ patient safety indicators based on VA National Surgical Quality Improvement Program data
    • Romano PS, Mull HJ, Rivard PE, Zhao S, Henderson WG, Loveland S, et al. Validity of selected AHRQ patient safety indicators based on VA National Surgical Quality Improvement Program data. Health Serv Res. 2009;44 (1):182-204.
    • (2009) Health Serv Res , vol.44 , Issue.1 , pp. 182-204
    • Romano, P.S.1    Mull, H.J.2    Rivard, P.E.3    Zhao, S.4    Henderson, W.G.5    Loveland, S.6
  • 20
    • 40649097763 scopus 로고    scopus 로고
    • How often are potential patient safety events present on admission?
    • Houchens RL, Elixhauser A, Romano PS. How often are potential patient safety events present on admission? Jt Comm J Qual Patient Saf. 2008;34 (3):154-63.
    • (2008) Jt Comm J Qual Patient Saf , vol.34 , Issue.3 , pp. 154-163
    • Houchens, R.L.1    Elixhauser, A.2    Romano, P.S.3
  • 21
    • 42549089064 scopus 로고    scopus 로고
    • Do the AHRQ patient safety indicators flag conditions that are present at the time of hospital admission?
    • Bahl V, Thompson MA, Kau TY, Hu HM, Campbell Jr DA. Do the AHRQ patient safety indicators flag conditions that are present at the time of hospital admission? Med Care. 2008;46(5):516-22.
    • (2008) Med Care , vol.46 , Issue.5 , pp. 516-522
    • Bahl, V.1    Thompson, M.A.2    Kau, T.Y.3    Hu, H.M.4    Campbell, D.A.5
  • 23
    • 14544299227 scopus 로고    scopus 로고
    • Validation of a discharge summary term search method to detect adverse events
    • Forster AJ, Andrade J, van Walraven C. Validation of a discharge summary term search method to detect adverse events. J Am Med Inform Assoc. 2005;12(2):200-6.
    • (2005) J Am Med Inform Assoc , vol.12 , Issue.2 , pp. 200-206
    • Forster, A.J.1    Andrade, J.2    van Walraven, C.3
  • 24
    • 0003402855 scopus 로고
    • Redwood City, CA: Benjamin/Cummings Publishing Company
    • Allen J. Natural Language Understanding. Redwood City, CA: Benjamin/Cummings Publishing Company; 1995.
    • (1995) Natural Language Understanding
    • Allen, J.1
  • 26
    • 40049085053 scopus 로고    scopus 로고
    • Natural Language Processing for Biosurveillance
    • Burlington, MA: Elsevier Academic Press;
    • Chapman WW, Wagner MM, Moore AW, Aryel RM. Natural Language Processing for Biosurveillance. In: Handbook of Biosurveillance. Burlington, MA: Elsevier Academic Press; 2006. p. 255-71.
    • (2006) Handbook of Biosurveillance , pp. 255-271
    • Chapman, W.W.1    Wagner, M.M.2    Moore, A.W.3    Aryel, R.M.4
  • 29
    • 80052063328 scopus 로고    scopus 로고
    • Automated identification of postoperative complications within an electronic medical record using natural language processing
    • Murff HJ, FitzHenry F, Matheny ME, Gentry N, Kotter KL, Crimin K, et al. Automated identification of postoperative complications within an electronic medical record using natural language processing. JAMA. 2011;306(8):848-55.
    • (2011) JAMA , vol.306 , Issue.8 , pp. 848-855
    • Murff, H.J.1    FitzHenry, F.2    Matheny, M.E.3    Gentry, N.4    Kotter, K.L.5    Crimin, K.6
  • 30
    • 84879121120 scopus 로고    scopus 로고
    • Exploring the frontier of electronic health record surveillance: the case of postoperative complications
    • FitzHenry F, Murff HJ, Matheny ME, Gentry N, Fielstein EM, Brown SH, et al. Exploring the frontier of electronic health record surveillance: the case of postoperative complications. Med Care. 2013;51(6):509-16.
    • (2013) Med Care , vol.51 , Issue.6 , pp. 509-516
    • FitzHenry, F.1    Murff, H.J.2    Matheny, M.E.3    Gentry, N.4    Fielstein, E.M.5    Brown, S.H.6
  • 31
    • 84929501877 scopus 로고    scopus 로고
    • A novel method of adverse event detection can accurately identify venous thromboembolism (VTE) from narrative electronic health record data
    • Rochefort CM, Verma AD, Eguale T, Lee TC, Buckeridge DL: A novel method of adverse event detection can accurately identify venous thromboembolism (VTE) from narrative electronic health record data. JAMIA 2014 doi:10.1136/amiajnl-2014-002768.
    • (2014) JAMIA
    • Rochefort, C.M.1    Verma, A.D.2    Eguale, T.3    Lee, T.C.4    Buckeridge, D.L.5
  • 32
    • 84988709657 scopus 로고    scopus 로고
    • McGill University Health Centre (MUHC): MUHC at a glance [http://muhc.ca/homepage/page/muhc-glance]
    • MUHC at a glance
  • 33
    • 84988709661 scopus 로고    scopus 로고
    • The Ottawa Hospital: the Ottawa Hospital in statistics [http://www.ottawahospital. ca/wps/portal/Base/TheHospital/AboutOurHospital/Statistics]
  • 35
    • 13644269309 scopus 로고    scopus 로고
    • Guidelines for the management of adults with hospital-acquired, ventilatorassociated, and healthcare-associated pneumonia
    • American Thoracic Society and Infection Disease Society of America. Guidelines for the management of adults with hospital-acquired, ventilatorassociated, and healthcare-associated pneumonia. Am J Respir Crit Care Med. 2005;171(4):388-416.
    • (2005) Am J Respir Crit Care Med , vol.171 , Issue.4 , pp. 388-416
  • 36
    • 61549095024 scopus 로고    scopus 로고
    • Hospital-acquired pneumonia: pathophysiology, diagnosis, and treatment
    • Kieninger AN, Lipsett PA. Hospital-acquired pneumonia: pathophysiology, diagnosis, and treatment. Surg Clin North Am. 2009;89(2):439-461. ix.
    • (2009) Surg Clin North Am , vol.89 , Issue.2
    • Kieninger, A.N.1    Lipsett, P.A.2
  • 38
    • 43949127119 scopus 로고    scopus 로고
    • The clinical effectiveness and cost-effectiveness of central venous catheters treated with anti-infective agents in preventing bloodstream infections: a systematic review and economic evaluation
    • Hockenhull JC, Dwan K, Boland A, Smith G, Bagust A, Dundar Y, et al. The clinical effectiveness and cost-effectiveness of central venous catheters treated with anti-infective agents in preventing bloodstream infections: a systematic review and economic evaluation. Health Technol Assess. 2008;12(12):ii-xi. 1.
    • (2008) Health Technol Assess , vol.12 , Issue.12
    • Hockenhull, J.C.1    Dwan, K.2    Boland, A.3    Smith, G.4    Bagust, A.5    Dundar, Y.6
  • 39
    • 33748174254 scopus 로고    scopus 로고
    • The risk of bloodstream infection in adults with different intravascular devices: a systematic review of 200 published prospective studies
    • Maki DG, Kluger DM, Crnich CJ. The risk of bloodstream infection in adults with different intravascular devices: a systematic review of 200 published prospective studies. Mayo Clin Proc. 2006;81(9):1159-71.
    • (2006) Mayo Clin Proc , vol.81 , Issue.9 , pp. 1159-1171
    • Maki, D.G.1    Kluger, D.M.2    Crnich, C.J.3
  • 41
    • 0036812444 scopus 로고    scopus 로고
    • Epidemiology and microbiology of hospital-acquired pneumonia
    • Patel PJ, Leeper Jr KV, McGowan Jr JE. Epidemiology and microbiology of hospital-acquired pneumonia. Semin Respir Crit Care Med. 2002;23(5):415-25.
    • (2002) Semin Respir Crit Care Med , vol.23 , Issue.5 , pp. 415-425
    • Patel, P.J.1    Leeper, K.V.2    McGowan, J.E.3
  • 43
    • 42249091342 scopus 로고    scopus 로고
    • Clinical practice guidelines for hospital-acquired pneumonia and ventilator-associated pneumonia in adults
    • Rotstein C, Evans G, Born A, Grossman R, Light RB, Magder S, et al. Clinical practice guidelines for hospital-acquired pneumonia and ventilator-associated pneumonia in adults. Can J Infect Dis Med Microbiol. 2008;19(1):19-53.
    • (2008) Can J Infect Dis Med Microbiol , vol.19 , Issue.1 , pp. 19-53
    • Rotstein, C.1    Evans, G.2    Born, A.3    Grossman, R.4    Light, R.B.5    Magder, S.6
  • 44
    • 0036559007 scopus 로고    scopus 로고
    • Overview of catheter-related infections with special emphasis on prevention based on educational programs
    • Eggimann P, Pittet D. Overview of catheter-related infections with special emphasis on prevention based on educational programs. Clin Microbiol Infect. 2002;8(5):295-309.
    • (2002) Clin Microbiol Infect , vol.8 , Issue.5 , pp. 295-309
    • Eggimann, P.1    Pittet, D.2
  • 45
    • 1542269732 scopus 로고    scopus 로고
    • Risk factors and risk assessment tools for falls in hospital in-patients: a systematic review
    • Oliver D, Daly F, Martin FC, McMurdo ME. Risk factors and risk assessment tools for falls in hospital in-patients: a systematic review. Age Ageing. 2004;33(2):122-30.
    • (2004) Age Ageing , vol.33 , Issue.2 , pp. 122-130
    • Oliver, D.1    Daly, F.2    Martin, F.C.3    McMurdo, M.E.4
  • 46
    • 77954337850 scopus 로고    scopus 로고
    • Measuring falls events in acute hospitals-a comparison of three reporting methods to identify missing data in the hospital reporting system
    • Hill AM, Hoffmann T, Hill K, Oliver D, Beer C, McPhail S, et al. Measuring falls events in acute hospitals-a comparison of three reporting methods to identify missing data in the hospital reporting system. J Am Geriatr Soc. 2010;58 (7):1347-52.
    • (2010) J Am Geriatr Soc , vol.58 , Issue.7 , pp. 1347-1352
    • Hill, A.M.1    Hoffmann, T.2    Hill, K.3    Oliver, D.4    Beer, C.5    McPhail, S.6
  • 49
    • 0027352074 scopus 로고
    • Electronic surveillance of antibiotic exposure and coded discharge diagnoses as indicators of postoperative infection and other quality assurance measures
    • Hirschhorn LR, Currier JS, Platt R. Electronic surveillance of antibiotic exposure and coded discharge diagnoses as indicators of postoperative infection and other quality assurance measures. Infect Control Hosp Epidemiol. 1993;14(1):21-8.
    • (1993) Infect Control Hosp Epidemiol , vol.14 , Issue.1 , pp. 21-28
    • Hirschhorn, L.R.1    Currier, J.S.2    Platt, R.3
  • 51
    • 0032058814 scopus 로고    scopus 로고
    • Accuracy of reporting nosocomial infections in intensive-care-unit patients to the National Nosocomial Infections Surveillance System: a pilot study
    • Emori TG, Edwards JR, Culver DH, Sartor C, Stroud LA, Gaunt EE, et al. Accuracy of reporting nosocomial infections in intensive-care-unit patients to the National Nosocomial Infections Surveillance System: a pilot study. Infect Control Hosp Epidemiol. 1998;19(5):308-16.
    • (1998) Infect Control Hosp Epidemiol , vol.19 , Issue.5 , pp. 308-316
    • Emori, T.G.1    Edwards, J.R.2    Culver, D.H.3    Sartor, C.4    Stroud, L.A.5    Gaunt, E.E.6
  • 53
    • 78149305511 scopus 로고    scopus 로고
    • Quality of traditional surveillance for public reporting of nosocomial bloodstream infection rates
    • Lin MY, Hota B, Khan YM, Woeltje KF, Borlawsky TB, Doherty JA, et al. Quality of traditional surveillance for public reporting of nosocomial bloodstream infection rates. JAMA. 2010;304(18):2035-41.
    • (2010) JAMA , vol.304 , Issue.18 , pp. 2035-2041
    • Lin, M.Y.1    Hota, B.2    Khan, Y.M.3    Woeltje, K.F.4    Borlawsky, T.B.5    Doherty, J.A.6
  • 54
    • 0020524559 scopus 로고
    • A method of comparing the areas under receiver operating characteristic curves derived from the same cases
    • Hanley JA, McNeil BJ. A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology. 1983;148(3):839-43.
    • (1983) Radiology , vol.148 , Issue.3 , pp. 839-843
    • Hanley, J.A.1    McNeil, B.J.2
  • 55
    • 0023092594 scopus 로고
    • A new method of classifying prognostic comorbidity in longitudinal studies: development and validation
    • Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373-83.
    • (1987) J Chronic Dis , vol.40 , Issue.5 , pp. 373-383
    • Charlson, M.E.1    Pompei, P.2    Ales, K.L.3    MacKenzie, C.R.4
  • 56
    • 0036370590 scopus 로고    scopus 로고
    • A comparison of the Charlson comorbidities derived from medical language processing and administrative data
    • Chuang JH, Friedman C, Hripcsak G. A comparison of the Charlson comorbidities derived from medical language processing and administrative data. Proc AMIA Symp. 2002;2002:160-4.
    • (2002) Proc AMIA Symp , vol.2002 , pp. 160-164
    • Chuang, J.H.1    Friedman, C.2    Hripcsak, G.3
  • 59
    • 0035348082 scopus 로고    scopus 로고
    • Seasonal variation in host susceptibility and cycles of certain infectious diseases
    • Dowell SF. Seasonal variation in host susceptibility and cycles of certain infectious diseases. Emerg Infect Dis. 2001;7(3):369-74.
    • (2001) Emerg Infect Dis , vol.7 , Issue.3 , pp. 369-374
    • Dowell, S.F.1
  • 60
    • 7544231032 scopus 로고    scopus 로고
    • Seasonality of infectious diseases and severe acute respiratory syndrome-what we don't know can hurt us
    • Dowell SF, Ho MS. Seasonality of infectious diseases and severe acute respiratory syndrome-what we don't know can hurt us. Lancet Infect Dis. 2004;4(11):704-8.
    • (2004) Lancet Infect Dis , vol.4 , Issue.11 , pp. 704-708
    • Dowell, S.F.1    Ho, M.S.2
  • 65
    • 77950472870 scopus 로고    scopus 로고
    • Formulation of a model for automating infection surveillance: algorithmic detection of central-line associated bloodstream infection
    • Hota B, Lin M, Doherty JA, Borlawsky T, Woeltje K, Stevenson K, et al. Formulation of a model for automating infection surveillance: algorithmic detection of central-line associated bloodstream infection. J Am Med Inform Assoc. 2010;17(1):42-8.
    • (2010) J Am Med Inform Assoc , vol.17 , Issue.1 , pp. 42-48
    • Hota, B.1    Lin, M.2    Doherty, J.A.3    Borlawsky, T.4    Woeltje, K.5    Stevenson, K.6
  • 66
    • 84870317027 scopus 로고    scopus 로고
    • Detecting inpatient falls by using natural language processing of electronic medical records
    • Toyabe S. Detecting inpatient falls by using natural language processing of electronic medical records. BMC Health Serv Res. 2012;12:448.
    • (2012) BMC Health Serv Res , vol.12 , pp. 448
    • Toyabe, S.1


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