메뉴 건너뛰기




Volumn 38, Issue 4, 2014, Pages 377-382

Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; AUSTRALIA; ELECTRONIC MEDICAL RECORD; FACTUAL DATABASE; FEMALE; HEART INFARCTION; HOSPITAL READMISSION; HUMAN; MALE; MIDDLE AGED; RETROSPECTIVE STUDY; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; TERTIARY CARE CENTER; VERY ELDERLY; YOUNG ADULT;

EID: 84906839061     PISSN: 01565788     EISSN: 14498944     Source Type: Journal    
DOI: 10.1071/AH14059     Document Type: Article
Times cited : (36)

References (41)
  • 1
    • 84863661882 scopus 로고    scopus 로고
    • Thirty-day rehospitalizations after acute myocardial infarction: A cohor t study
    • doi:10.7326/0003-4819-157-1-201207030-00004
    • Dunlay SM, Weston SA, Killian JM, Bell MR, Jaffe AS, Roger VL. Thirty-day rehospitalizations after acute myocardial infarction: a cohor t study. Ann Intern Med 2012; 157: 11-18. doi:10.7326/0003-4819-157-1-201207030-00004
    • (2012) Ann Intern Med , vol.157 , pp. 11-18
    • Dunlay, S.M.1    Weston, S.A.2    Killian, J.M.3    Bell, M.R.4    Jaffe, A.S.5    Roger, V.L.6
  • 3
    • 84873675486 scopus 로고    scopus 로고
    • Relationship between hospital readmission and mortality rat es for patients hospitalized with acute myocardial infarction, heart failure, or pneumonia
    • doi:10.1001/jama.2013.333
    • Krumholz HM, Lin Z, Keenan PS, Chen J, Ross JS, Drye EE, Bernheim SM, Wang Y, Bradley EH, Han LF, Normand S-LT. Relationship between hospital readmission and mortality rat es for patients hospitalized with acute myocardial infarction, heart failure, or pneumonia. JAMA 2013; 309: 587-93. doi:10.1001/jama.2013.333
    • (2013) JAMA , vol.309 , pp. 587-593
    • Krumholz, H.M.1    Lin, Z.2    Keenan, P.S.3    Chen, J.4    Ross, J.S.5    Drye, E.E.6    Bernheim, S.M.7    Wang, Y.8    Bradley, E.H.9    Han, L.F.10    Normand, S.-L.T.11
  • 4
    • 77949528026 scopus 로고    scopus 로고
    • Statistical models and patient predictors of readmission for acute myocardial infarction: A systematic review
    • doi:10.1161/CIRCOUTCOMES.108.832949
    • Desai MM, Stauffer BD, Feringa HH, Schreiner GC. Statistical models and patient predictors of readmission for acute myocardial infarction: a systematic review. Circ Cardiovasc Qual Outcomes 2009; 2: 500-7. doi:10.1161/CIRCOUTCOMES. 108.832949
    • (2009) Circ Cardiovasc Qual Outcomes , vol.2 , pp. 500-507
    • Desai, M.M.1    Stauffer, B.D.2    Feringa, H.H.3    Schreiner, G.C.4
  • 7
    • 79951699237 scopus 로고    scopus 로고
    • Thirty-day readmission rates for Medicare beneficiaries by race and site of care
    • doi:10.1001/jama.2011.123
    • Joynt KE, Orav EJ, J ha AK. Thirty-day readmission rates for Medicare beneficiaries by race and site of care. JAMA 2011; 305: 675-81. doi:10.1001/jama.2011.123
    • (2011) JAMA , vol.305 , pp. 675-681
    • Joynt, K.E.1    Orav, E.J.2    Jha, A.K.3
  • 10
    • 84874833944 scopus 로고    scopus 로고
    • Income inequality and 30 day outcomes after acute myocardial infarction, heart failure, and pneumonia: Retrospective cohort study
    • doi:10.1136/bmj.f521
    • Lindenauer PK, Lagu T, Rothberg MB, Avrunin J, Pekow PS, Wang Y, Krumholz HM. Income inequality and 30 day outcomes after acute myocardial infarction, heart failure, and pneumonia: retrospective cohort study. BMJ 2013; 346: f521. doi:10.1136/bmj.f521
    • (2013) BMJ , vol.346
    • Lindenauer, P.K.1    Lagu, T.2    Rothberg, M.B.3    Avrunin, J.4    Pekow, P.S.5    Wang, Y.6    Krumholz, H.M.7
  • 12
    • 84875056173 scopus 로고    scopus 로고
    • Meaningful use of electronic health record systems and process quality of care: Evidence from a panel data analysis of U.S. Acute-care hospitals
    • doi:10.1111/j.1475-6773.2012.01448.x
    • Appari A, Eric Johnson M, Anthony DL. Meaningful use of electronic health record systems and process quality of care: evidence from a panel data analysis of U.S. acute-care hospitals. Health Serv Res 2013; 48: 354-75. doi:10.1111/j.1475-6773.2012.01448.x
    • (2013) Health Serv Res , vol.48 , pp. 354-375
    • Appari, A.1    Eric Johnson, M.2    Anthony, D.L.3
  • 14
    • 84876785353 scopus 로고    scopus 로고
    • Potentially avoidable 30-day hospital readmissions in medical patients: Derivation and validation of a prediction model
    • Donze J,Aujesky D,Williams D,Schnipper JL. Potentially avoidable 30-day hospital readmissions in medical patients: derivation and validation of a prediction model. JAMA Intern Med. 2013, 173:632-8.
    • (2013) JAMA Intern Med , vol.173 , pp. 632-638
    • Donze, J.1    Aujesky, D.2    Williams, D.3    Schnipper, J.L.4
  • 17
    • 84878293061 scopus 로고    scopus 로고
    • Completeness and diagnostic validity of recording acute myocardial infarction events in primary care, hospital care, disease registry, and national mortality records: Cohor t study
    • doi:10.1136/bmj.f2350
    • Herrett E, ShahAD, BoggonR , Denaxas S, Smeeth L, van Staa T, Timmis A, Hemingway H. Completeness and diagnostic validity of recording acute myocardial infarction events in primary care, hospital care, disease registry, and national mortality records: cohor t study. BMJ 2013; 346: f2350. doi:10.1136/bmj.f2350
    • (2013) BMJ , vol.346
    • Herrett, E.1    Shah, A.D.2    Boggon, R.3    Denaxas, S.4    Smeeth, L.5    Van Staa, T.6    Timmis, A.7    Hemingway, H.8
  • 18
    • 84867577224 scopus 로고    scopus 로고
    • Third universal definition of myocardial infarction
    • The Writing Group on behalf of the Joint ESC/ACCF/AHA/WHF Task Force for the Universal Definition of Myocardial Infarction doi:10.1161/CIR. 0b013e31826e1058
    • ThygesenK, Alpert JS, Jaffe AS, SimoonsML, Chaitman BR, WhiteHD. The Writing Group on behalf of the Joint ESC/ACCF/AHA/WHF Task Force for the Universal Definition of Myocardial Infarction. Third universal definition of myocardial infarction. Circulation 2012; 126: 2020-35. doi:10.1161/CIR. 0b013e31826e1058
    • (2012) Circulation , vol.126 , pp. 2020-2035
    • Thygesen, K.1    Alpert, J.S.2    Jaffe, A.S.3    Simoons, M.L.4    Chaitman, B.R.5    White, H.D.6
  • 19
    • 84906840676 scopus 로고    scopus 로고
    • National Casemix and Classification Centre (NCCC). In Australian coding standards, 8th edn. Wollongong: NCCC
    • National Casemix and Classification Centre (NCCC). ACS 0940 ischaemic heart disease. In: Australian coding standards, 8th edn. Wollongong: NCCC; 2013. pp. 122-6.
    • (2013) ACS 0940 Ischaemic Heart Disease , pp. 122-126
  • 20
    • 0031613172 scopus 로고    scopus 로고
    • Comorbidity measures for use with administrative data
    • doi:10.1097/00005650-199801000-00004
    • Elixhauser A, Steiner C, Harris DR, Coffey RM. Comorbidity measures for use with administrative data. Med Care 1998; 36: 8-27. doi:10.1097/00005650- 199801000-00004
    • (1998) Med Care , vol.36 , pp. 8-27
    • Elixhauser, A.1    Steiner, C.2    Harris, D.R.3    Coffey, R.M.4
  • 22
    • 85006528213 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the Lasso
    • Ti bshirani R. Regression shrinkage and selection via the Lasso. J R Stat Soc B Met 1996; 58: 267-88.
    • (1996) J R Stat Soc B Met , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 23
    • 77958487535 scopus 로고    scopus 로고
    • Stability selection
    • doi:10.1111/j.1467-9868.2010.00740.x
    • MeinshausenN, Buhlmann P. Stability selection. J R Stat Soc B 2010; 72: 417-73. doi:10.1111/j.1467-9868.2010.00740.x
    • (2010) J R Stat Soc B , vol.72 , pp. 417-473
    • Meinshausen, N.1    Buhlmann, P.2
  • 24
    • 35448991748 scopus 로고    scopus 로고
    • C-Reactive protein, interleukin-6, secretory phospholipase A2 group II A and intercellular adhesion molecule-1 in the prediction of late outcome events after acute coronary syndromes
    • doi:10.1111/j.1365-2796.2007.01862.x
    • Hartford M, Wiklund O, Mattsson Hultén L, Persson A, Karlsson T, Herlitz J, Caidahl K. C-Reactive protein, interleukin-6, secretory phospholipase A2 group II A and intercellular adhesion molecule-1 in the prediction of late outcome events after acute coronary syndromes. J Intern Med 2007; 262: 526-36. doi:10.1111/j.1365-2796.2007.01862.x
    • (2007) J Intern Med , vol.262 , pp. 526-536
    • Hartford, M.1    Wiklund, O.2    Mattsson Hultén, L.3    Persson, A.4    Karlsson, T.5    Herlitz, J.6    Caidahl, K.7
  • 25
    • 77951461141 scopus 로고    scopus 로고
    • Interleukin-18 levels on admission are associated with mid-term adverse clinical events in patients with ST-segment elevation acute myocardial infarction undergoing percutaneous coronary intervention
    • doi:10.1536/ihj.51.75
    • Gao Y, Tong GX, Zhang XW, Leng JH, Jin JF, Wang NF, Yang JM. Interleukin-18 levels on admission are associated with mid-term adverse clinical events in patients with ST-segment elevation acute myocardial infarction undergoing percutaneous coronary intervention. Int Heart J 2010; 51: 75-81. doi:10.1536/ihj.51.75
    • (2010) Int Heart J , vol.51 , pp. 75-81
    • Gao, Y.1    Tong, G.X.2    Zhang, X.W.3    Leng, J.H.4    Jin, J.F.5    Wang, N.F.6    Yang, J.M.7
  • 26
    • 84878607264 scopus 로고    scopus 로고
    • Serum secretory phospholipase A2-IIa (sPLA2-IIA) levels in patients surviving acute myocardial infarction
    • Xin H, Chen ZY, Lv XB, Liu S, Lian ZX, Cai SL. Serum secretory phospholipase A2-IIa (sPLA2-IIA) levels in patients surviving acute myocardial infarction. Eur Rev Med Pharmacol Sci 2013; 17: 999-1004.
    • (2013) Eur Rev Med Pharmacol Sci , vol.17 , pp. 999-1004
    • Xin, H.1    Chen, Z.Y.2    Lv, X.B.3    Liu, S.4    Lian, Z.X.5    Cai, S.L.6
  • 27
    • 84877780639 scopus 로고    scopus 로고
    • Red blood cell distribution width is a predictor of readmission in cardiac patients
    • doi:10.1002/clc.22116
    • Ephrem G. Red blood cell distribution width is a predictor of readmission in cardiac patients. Clin Cardiol 2013; 36: 293-9. doi:10.1002/clc.22116
    • (2013) Clin Cardiol , vol.36 , pp. 293-299
    • Ephrem, G.1
  • 28
    • 84861625673 scopus 로고    scopus 로고
    • Impact of low levels of vascular endothelial growth factor after myocardial infarction on 6-month clinical outcome. Results from the nagoya acute myocardial infarction study
    • Nagoya Acute Myocardial Infarction Study (NAMIS) Group doi:10.1253 /circj.CJ-11-1127
    • Matsudaira K, Maeda K, Okumura N, Yoshikawa D, Morita Y, Mitsuhashi H, Ishii H, Kondo T, Murohara T. Nagoya Acute Myocardial Infarction Study (NAMIS) Group. Impact of low levels of vascular endothelial growth factor after myocardial infarction on 6-month clinical outcome. Results from the Nagoya Acute Myocardial Infarction Study. Circ J 2012; 76: 1509-16. doi:10.1253 /circj.CJ-11-1127
    • (2012) Circ J , vol.76 , pp. 1509-1516
    • Matsudaira, K.1    Maeda, K.2    Okumura, N.3    Yoshikawa, D.4    Morita, Y.5    Mitsuhashi, H.6    Ishii, H.7    Kondo, T.8    Murohara, T.9
  • 29
    • 80051667223 scopus 로고    scopus 로고
    • Readmission rates for Hispanic Medicare beneficiaries with heart failure and acute myocardial infarction
    • doi:10.1016/j.ahj.2011.05.009
    • Rodriguez F, Joynt KE, Lopez L, Saldana F, Jha AK. Readmission rates for Hispanic Medicare beneficiaries with heart failure and acute myocardial infarction. Am Heart J 2011; 1 62: 254-261.e253. doi:10.1016/j.ahj.2011.05.009
    • (2011) Am Heart J , vol.162
    • Rodriguez, F.1    Joynt, K.E.2    Lopez, L.3    Saldana, F.4    Jha, A.K.5
  • 30
    • 84864039227 scopus 로고    scopus 로고
    • Performance of comorbidity indices in measuring outcomes after acute myocardial infarction in Australian indigenous and non-indigenou s patients
    • doi:10.1111/j.1445-5994.2011.02539.x
    • Condon JR, You J, McDonnell J. Performance of comorbidity indices in measuring outcomes after acute myocardial infarction in Australian Indigenous and non-Indigenou s patients. Intern Med J 2012; 42: e165-73. doi:10.1111/j.1445-5994.2011.02539.x
    • (2012) Intern Med J , vol.42
    • Condon, J.R.1    You, J.2    Mc Donnell, J.3
  • 31
    • 84869438952 scopus 로고    scopus 로고
    • Comparing the validity of different measures of illness severity: A hospital-level a nalysis for acute myocardial infarction
    • doi:10.1258/hsmr.2012.012025
    • Gandjour A, Ku-Goto MH, Ho V. Comparing the validity of different measures of illness severity: a hospital-level a nalysis for acute myocardial infarction. Health Serv Manag Res 2012; 25: 138-43. doi:10.1258/hsmr.2012.012025
    • (2012) Health Serv Manag Res , vol.25 , pp. 138-143
    • Gandjour, A.1    Ku-Goto, M.H.2    Ho, V.3
  • 32
    • 84871352414 scopus 로고    scopus 로고
    • Associations between reduced hospital length of stay and 30-day readmission rate and mortality: 14-year experience in 129 Veterans Affairs hospitals
    • doi :10.7326/0003-4819-157-12-201212180-00003
    • Kaboli PJ, Go JT, Hockenberry J, Glasgow JM, Johnson SR, Rosenthal GE, Jones MP, Vaughan-Sarrazin M. Associations between reduced hospital length of stay and 30-day readmission rate and mortality: 14-year experience in 129 Veterans Affairs hospitals. Ann Intern Med 2012; 157: 837-45. doi :10.7326/0003-4819-157-12-201212180-00003
    • (2012) Ann Intern Med , vol.157 , pp. 837-845
    • Kaboli, P.J.1    Go, J.T.2    Hockenberry, J.3    Glasgow, J.M.4    Johnson, S.R.5    Rosenthal, G.E.6    Jones, M.P.7    Vaughan-Sarrazin, M.8
  • 33
    • 47249141261 scopus 로고    scopus 로고
    • Do hospitals with electronic medical records (EMRs) provide higher quality care? An examination of three clinical conditions
    • doi:10.1177/1077558 707313437
    • Kazley AS, Ozcan YA. Do hospitals with electronic medical records (EMRs) provide higher quality care? An examination of three clinical conditions. Med Care Res Rev 2008; 65: 496-513. doi:10.1177/1077558 707313437
    • (2008) Med Care Res Rev , vol.65 , pp. 496-513
    • Kazley, A.S.1    Ozcan, Y.A.2
  • 35
    • 2442426473 scopus 로고    scopus 로고
    • Bootstrap methods for developing predictive models
    • doi:10.1198/0003130043277
    • Austin PC,Tu JV. Bootstrap methods for developing predictive models. Am Stat; 2004, 58: 131-7, doi:10.1198/0003130043277.
    • (2004) Am Stat , vol.58 , pp. 131-137
    • Austin, P.C.1    Tu, J.V.2
  • 36
    • 84894080916 scopus 로고    scopus 로고
    • Mining high-dimensional administrative claims data to predict early hospital readmissions
    • He D, Mathews SC, Kalloo AN, Hutfless S. Mining high-dimensional administrative claims data to predict early hospital readmissions. JAMIA 2013; 21: 272-9.
    • (2013) JAMIA , vol.21 , pp. 272-279
    • He, D.1    Mathews, S.C.2    Kalloo, A.N.3    Hutfless, S.4
  • 37
    • 79959697118 scopus 로고    scopus 로고
    • An administrative claims measure suitable for profiling hospital performance based on 30-day all-cause readmission rates among patients with acute myocardial infarction
    • doi:10.1161/CIRCOUTCOMES.110. 957498
    • Krumholz HM, Lin Z, Drye EE, Desai MM, Han LF, Rapp MT, Mattera JA, Normand SL. An administrative claims measure suitable for profiling hospital performance based on 30-day all-cause readmission rates among patients with acute myocardial infarction. Circ Cardiovasc Qual Outcomes 2011; 4: 243 -52. doi:10.1161/CIRCOUTCOMES.110. 957498
    • (2011) Circ Cardiovasc Qual Outcomes , vol.4 , pp. 243-252
    • Krumholz, H.M.1    Lin, Z.2    Drye, E.E.3    Desai, M.M.4    Han, L.F.5    Rapp, M.T.6    Mattera, J.A.7    Normand, S.L.8
  • 38
    • 84877637279 scopus 로고    scopus 로고
    • An algorithm that identifies coronary and heart failure events in the electronic health record
    • doi:10.5888/pcd10.120097
    • Kottke TE, Baechler CJ. An algorithm that identifies coronary and heart failure events in the electronic health record. Prev Chronic Dis 2013; 10: 120-097. doi:10.5888/pcd10.120097
    • (2013) Prev Chronic Dis , vol.10 , pp. 120-097
    • Kottke, T.E.1    Baechler, C.J.2
  • 40
    • 84875226159 scopus 로고    scopus 로고
    • Prediction of 30-day cardiac-related-emergencyreadmissions using simple administrative hospital data
    • doi:10.1016/j.ij card.2011.06.119
    • Wallmann R, Llorca J, Gomez-Acebo I, Ortega AC, Roldan FR, Dierssen-Sotos T. Prediction of 30-day cardiac-related-emergencyreadmissions using simple administrative hospital data. Int J Cardiol 2013; 164: 193-200. doi:10.1016/j.ij card.2011.06.119
    • (2013) Int J Cardiol , vol.164 , pp. 193-200
    • Wallmann, R.1    Llorca, J.2    Gomez-Acebo, I.3    Ortega, A.C.4    Roldan, F.R.5    Dierssen-Sotos, T.6
  • 41
    • 84885461724 scopus 로고    scopus 로고
    • Predicting readmission or death after acute ST-elevation myocardial infarction
    • Brown JR, Conley SM, Niles NW 2nd. Predicting readmission or death after acute ST-elevation myocardial infarction. Clin Cardiol 2013; 36: 570-5.
    • (2013) Clin Cardiol , vol.36 , pp. 570-575
    • Brown, J.R.1    Conley, S.M.2    Niles, I.I.N.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.