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Volumn 50, Issue 2, 2012, Pages 131-139

Development and validation of a model for predicting inpatient hospitalization

Author keywords

acute care hospitalization; Adjusted Clinical Groups; administrative claims; predictive model

Indexed keywords

ADOLESCENT; ADULT; AGED; ARTICLE; ASTHMA; BIPOLAR DISORDER; CEREBRAL PALSY; CHROMOSOME ABERRATION; CHRONIC KIDNEY FAILURE; COMORBIDITY; CONGESTIVE HEART FAILURE; CYSTIC FIBROSIS; DATA BASE; DEMOGRAPHY; DIABETES MELLITUS; EMERGENCY CARE; EMERGENCY WARD; FEMALE; GROUPS BY AGE; HEALTH CARE MANAGEMENT; HEALTH CARE UTILIZATION; HEALTH INSURANCE; HEMOLYTIC ANEMIA; HOSPITAL PATIENT; HOSPITALIZATION; HUMAN; INVESTIGATIVE PROCEDURES; ISCHEMIC HEART DISEASE; MAJOR CLINICAL STUDY; MALE; MORBIDITY; NEOPLASM; OUTCOME ASSESSMENT; PREDICTIVE VALIDITY; PRIORITY JOURNAL; RETROSPECTIVE STUDY; RISK ASSESSMENT; VALIDATION STUDY;

EID: 84856060463     PISSN: 00257079     EISSN: 15371948     Source Type: Journal    
DOI: 10.1097/MLR.0b013e3182353ceb     Document Type: Article
Times cited : (54)

References (29)
  • 1
    • 33847370278 scopus 로고    scopus 로고
    • Deficits in communication and information transfer between hospital-based and primary care physicians: Implications for patient safety and continuity of care
    • DOI 10.1001/jama.297.8.831
    • Kripalani S, LeFevre F, Phillips CO, et al. Deficits in communication and information transfer between hospital-based and primary care physicians: implications for patient safety and continuity of care. JAMA. 2007;297:831-841. (Pubitemid 46333948)
    • (2007) Journal of the American Medical Association , vol.297 , Issue.8 , pp. 831-841
    • Kripalani, S.1    LeFevre, F.2    Phillips, C.O.3    Williams, M.V.4    Basaviah, P.5    Baker, D.W.6
  • 2
    • 33750534784 scopus 로고    scopus 로고
    • Validation of the potentially avoidable hospital readmission rate as a routine indicator of the quality of hospital care
    • DOI 10.1097/01.mlr.0000228002.43688.c2, PII 0000565020061100000003
    • Halfon P, Eggli Y, Pretre-Rohrbach I, et al. Validation of the potentially avoidable hospital readmission rate as a routine indicator of the quality of hospital care. Med Care. 2006;44:972-981. (Pubitemid 44674029)
    • (2006) Medical Care , vol.44 , Issue.11 , pp. 972-981
    • Halfon, P.1    Eggli, Y.2    Pretre-Rohrbach, I.3    Meylan, D.4    Marazzi, A.5    Burnand, B.6
  • 3
    • 33845747208 scopus 로고    scopus 로고
    • New arrows in the quiver for targeting care management
    • Bernstein RH. New arrows in the quiver for targeting care management. J Ambulatory Care Manage. 2007;30:39-51.
    • (2007) J Ambulatory Care Manage , vol.30 , pp. 39-51
    • Bernstein, R.H.1
  • 4
    • 0642372938 scopus 로고    scopus 로고
    • Using risk-adjustment models to identify high-cost risks
    • Meenan RT, Goodman MJ, Fishman PA, et al. Using risk-adjustment models to identify high-cost risks. Med Care. 2003;41:1301-1312.
    • (2003) Med Care , vol.41 , pp. 1301-1312
    • Meenan, R.T.1    Goodman, M.J.2    Fishman, P.A.3
  • 5
    • 58849084633 scopus 로고    scopus 로고
    • Medication, diagnostic, and cost information as predictors of high-risk patients in need of care management
    • Forrest CB, Lemke KW, Bodycombe DP, et al. Medication, diagnostic, and cost information as predictors of high-risk patients in need of care management. Am J Manag Care. 2009;15:41-48.
    • (2009) Am J Manag Care , vol.15 , pp. 41-48
    • Forrest, C.B.1    Lemke, K.W.2    Bodycombe, D.P.3
  • 6
    • 0026553340 scopus 로고
    • Identification of factors associated with hospital readmission and development of a predictive model
    • Corrigan JM, Martin JB. Identification of factors associated with hospital readmission and development of a predictive model. HSR. 1992;27:81-101.
    • (1992) HSR , vol.27 , pp. 81-101
    • Corrigan, J.M.1    Martin, J.B.2
  • 7
    • 0025936466 scopus 로고
    • Predictors of Hospital readmission: A meta-analysis
    • Soeken KL, Prescott PA, Herron DG, et al. Predictors of Hospital Readmission: A Meta-Analysis. Eval Health Prof. 1991;14:262-281.
    • (1991) Eval Health Prof , vol.14 , pp. 262-281
    • Soeken, K.L.1    Prescott, P.A.2    Herron, D.G.3
  • 9
    • 33747607232 scopus 로고    scopus 로고
    • Case finding for patients at risk of readmission to hospital: Development of algorithm to identify high risk patients
    • Billings J, Dixon J, Mijanovich T, et al. Case finding for patients at risk of readmission to hospital: development of algorithm to identify high risk patients. BMJ. 2006;333:327-332.
    • (2006) BMJ , vol.333 , pp. 327-332
    • Billings, J.1    Dixon, J.2    Mijanovich, T.3
  • 10
    • 33748653578 scopus 로고    scopus 로고
    • Identifying patients at high risk of emergency hospital admissions: A logistic regression analysis
    • DOI 10.1258/jrsm.99.8.406
    • Bottle A, Aylin P, Majeed A. Identifying patients at high risk of emergency hospital admissions: a logistic regression analysis. J R Soc Med. 2006;99:406-414. (Pubitemid 44386901)
    • (2006) Journal of the Royal Society of Medicine , vol.99 , Issue.8 , pp. 406-414
    • Bottle, A.1    Aylin, P.2    Majeed, A.3
  • 11
    • 47549115392 scopus 로고    scopus 로고
    • Development and validation of a model for predicting emergency admissions over the next year (PEONY): A UK historical cohort study
    • DOI 10.1001/archinte.168.13.1416
    • Donnan PT, Dorward DW, Mutch B, et al. Development and validation of a model for predicting emergency admissions over the next year (PEONY): a UK historical cohort study. Arch Intern Med. 2008;168: 1416-1422. (Pubitemid 352008423)
    • (2008) Archives of Internal Medicine , vol.168 , Issue.13 , pp. 1416-1422
    • Donnan, P.T.1    Dorward, D.W.T.2    Mutch, B.3    Morris, A.D.4
  • 13
    • 33645532233 scopus 로고    scopus 로고
    • Use of health-related, quality-of-life metrics to predict mortality and hospitalizations in community-dwelling seniors
    • Dorr DA, Jones SS, Burns L, et al. Use of health-related, quality-of-life metrics to predict mortality and hospitalizations in community-dwelling seniors. J Am Geriatr Soc. 2006;54:667-673.
    • (2006) J Am Geriatr Soc , vol.54 , pp. 667-673
    • Dorr, D.A.1    Jones, S.S.2    Burns, L.3
  • 15
    • 49249123401 scopus 로고    scopus 로고
    • Risk factors for hospitalization among community-dwelling primary care older patients: Development and validation of a predictive model
    • Inouye SK, Zhang Y, Jones RN, et al. Risk factors for hospitalization among community-dwelling primary care older patients: development and validation of a predictive model. Med Care. 2008;46: 726-731.
    • (2008) Med Care , vol.46 , pp. 726-731
    • Inouye, S.K.1    Zhang, Y.2    Jones, R.N.3
  • 17
    • 0031055145 scopus 로고    scopus 로고
    • Frailty and hospitalization of long-term stay nursing home residents
    • Fried TR, Mor V. Frailty and hospitalization of long-term stay nursing home residents. J Am Geriatr Soc. 1997;45:265-269. (Pubitemid 27114296)
    • (1997) Journal of the American Geriatrics Society , vol.45 , Issue.3 , pp. 265-269
    • Fried, T.R.1    Mor, V.2
  • 19
    • 34250186768 scopus 로고    scopus 로고
    • Infant and toddler disease score was useful for risk of hospitalization based on data from administrative claims
    • DOI 10.1016/j.jclinepi.2006.10.007, PII S0895435606003933
    • Mikaeloff Y, Moride Y, Khoshnood B, et al. Infant and toddler disease score was useful for risk of hospitalization based on data from administrative claims. J Clin Epi. 2007;60:680-685. (Pubitemid 46901006)
    • (2007) Journal of Clinical Epidemiology , vol.60 , Issue.7 , pp. 680-685
    • Mikaeloff, Y.1    Moride, Y.2    Khoshnood, B.3    Weill, A.4    Breart, G.5
  • 21
    • 16344388449 scopus 로고    scopus 로고
    • U.S. Census Bureau Washington, DC. Accessed November 5, 2010
    • U.S. Census Bureau. American Community Survey: Design and Methodology, Washington, DC. Available at: http://www.census.gov/acs/www/. Accessed November 5, 2010.
    • American Community Survey: Design and Methodology
  • 22
    • 0023092594 scopus 로고
    • A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation
    • DOI 10.1016/0021-9681(87)90171-8
    • Charlson ME, Pompei P, Ales KL, et al. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. JChronic Dis. 1987;40:373-383. (Pubitemid 17055592)
    • (1987) Journal of Chronic Diseases , vol.40 , Issue.5 , pp. 373-383
    • Charlson, M.E.1    Pompei, P.2    Ales, K.A.3    MacKenzie, C.R.4
  • 24
    • 0025779766 scopus 로고
    • Ambulatory care groups: A categorization of diagnoses for research and management
    • Starfield B, Weiner J, Mumford L, et al. Ambulatory care groups: a categorization of diagnoses for research and management. Health Serv Res. 1991;26:53-74.
    • (1991) Health Serv Res , vol.26 , pp. 53-74
    • Starfield, B.1    Weiner, J.2    Mumford, L.3
  • 25
    • 0026164569 scopus 로고
    • Development and application of a population-oriented measure of ambulatory care casemix
    • Weiner JP, Starfield BH, Steinwachs DM, et al. Development and application of a population-oriented measure of ambulatory care casemix. Med Care. 1991;29:52-72.
    • (1991) Med Care , vol.29 , pp. 52-72
    • Weiner, J.P.1    Starfield, B.H.2    Steinwachs, D.M.3
  • 26
    • 33644521229 scopus 로고    scopus 로고
    • Clinical features of high-risk older persons identified by predictive modeling
    • Sylvia ML, Shadmi E, Hsiao CJ, et al. Clinical features of high-risk older persons identified by predictive modeling. Dis Manag. 2006;9:56-62.
    • (2006) Dis Manag , vol.9 , pp. 56-62
    • Sylvia, M.L.1    Shadmi, E.2    Hsiao, C.J.3
  • 27
    • 0026570352 scopus 로고
    • Sources of growth in medicare expenditures
    • Berenson R, Holahan J. Sources of Growth in Medicare Expenditures. JAMA. 1992;267:687-691.
    • (1992) JAMA , vol.267 , pp. 687-691
    • Berenson, R.1    Holahan, J.2
  • 28
    • 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 comparing the areas under receiver operator characteristic curves derived from the same cases. Radiology. 1983;148:839-843. (Pubitemid 13033817)
    • (1983) Radiology , vol.148 , Issue.3 , pp. 839-843
    • Hanley, J.A.1    McNeil, B.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.