Predicting adverse events, length of stay, and discharge disposition following shoulder arthroplasty: a comparison of the Elixhauser Comorbidity Measure and Charlson Comorbidity Index

被引:58
作者
Kim, Chang-Yeon [1 ]
Sivasundaram, Lakshmanan [1 ]
LaBelle, Mark W. [1 ]
Trivedi, Nikunj N. [1 ]
Liu, Raymond W. [1 ]
Gillespie, Robert J. [1 ]
机构
[1] Univ Hosp Cleveland, Med Ctr, Dept Orthopaed, Cleveland, OH 44106 USA
关键词
Shoulder artliroplasty; resource utilization; predictive analytics; risk stratification; appropriate use; comorbidity indices; National Inpatient Sample; QUALITY IMPROVEMENT PROGRAM; NATIONWIDE INPATIENT SAMPLE; TOTAL JOINT ARTHROPLASTY; BUNDLED PAYMENTS; HIP-ARTHROPLASTY; UNITED-STATES; RISK; FRACTURE; MODELS; MORTALITY;
D O I
10.1016/j.jse.2018.03.001
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Background: Rising health care expenditures and the adoption of bundled-care initiatives require efficient resource allocation for shoulder arthroplasty. To determine a reliable and accessible metric for implementing perioperative care pathways, we compared the accuracy of the Elixhauser Comorbidity Measure (ECM) and Charlson Comorbidity Index (CCI) for predicting adverse events and postoperative discharge destination after shoulder arthroplasty. Materials and methods: The National Inpatient Sample was queried for patients who underwent total shoulder arthroplasty or reverse total shoulder athroplasty between 2002 and 2014. Logistic regression models were constructed with basic demographic variables and either the ECM or the CCI to predict inpatient deaths, complications, extended length of stay, and discharge disposition. The predictive discrimination of each model was evaluated using the concordance statistic (C-statistic). Results: We identified a total of 90,491 patients. The model incorporating both basic demographic variables and the complete set of ECM comorbidity variables provided the best predictive model. with a C-statistic of 0.867 for death, 0.752 for extended length of stay. and 0.81 for non-routine discharge. The model's discrimination for postoperative complications was good, with C-statistics ranging from 0.641 to 0.879. Conclusion: A predictive model using the ECM outperforms models using the CCI for anticipating resource utilization following shoulder arthroplasty. Our results may assist value-based reimbursement methods to promote quality of care and reduce health care expenditures. (C) 2018 Journal of Shoulder and Elbow Surgery Board of Trustees. All rights reserved.
引用
收藏
页码:1748 / 1755
页数:8
相关论文
共 30 条
  • [1] Basques Bryce A, 2015, Am J Orthop (Belle Mead NJ), V44, pE268
  • [2] Variations in Data Collection Methods Between National Databases Affect Study Results: A Comparison of the Nationwide Inpatient Sample and National Surgical Quality Improvement Program Databases for Lumbar Spine Fusion Procedures
    Bohl, Daniel D.
    Russo, Glenn S.
    Basques, Bryce A.
    Golinvaux, Nicholas S.
    Fu, Michael C.
    Long, William D., III
    Grauer, Jonathan N.
    [J]. JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME, 2014, 96A (23) : e193
  • [3] Nationwide Inpatient Sample and National Surgical Quality Improvement Program Give Different Results in Hip Fracture Studies
    Bohl, Daniel D.
    Basques, Bryce A.
    Golinvaux, Nicholas S.
    Baumgaertner, Michael R.
    Grauer, Jonathan N.
    [J]. CLINICAL ORTHOPAEDICS AND RELATED RESEARCH, 2014, 472 (06) : 1672 - 1680
  • [4] Bundled Payments in Total Joint Arthroplasty: Targeting Opportunities for Quality Improvement and Cost Reduction
    Bozic, Kevin J.
    Ward, Lorrayne
    Vail, Thomas P.
    Maze, Mervyn
    [J]. CLINICAL ORTHOPAEDICS AND RELATED RESEARCH, 2014, 472 (01) : 188 - 193
  • [5] A NEW METHOD OF CLASSIFYING PROGNOSTIC CO-MORBIDITY IN LONGITUDINAL-STUDIES - DEVELOPMENT AND VALIDATION
    CHARLSON, ME
    POMPEI, P
    ALES, KL
    MACKENZIE, CR
    [J]. JOURNAL OF CHRONIC DISEASES, 1987, 40 (05): : 373 - 383
  • [6] Are Revision Hip Arthroplasty Patients at Higher Risk for Venous Thromboembolic Events Than Primary Hip Arthroplasty Patients?
    Courtney, P. Maxwell
    Boniello, Anthony J.
    Levine, Brett R.
    Sheth, Neil P.
    Paprosky, Wayne G.
    [J]. JOURNAL OF ARTHROPLASTY, 2017, 32 (12) : 3752 - 3756
  • [7] Socioeconomic Risk Adjustment Models for Reimbursement Are Necessary in Primary Total Joint Arthroplasty
    Courtney, P. Maxwell
    Huddleston, James I.
    Iorio, Richard
    Markel, David C.
    [J]. JOURNAL OF ARTHROPLASTY, 2017, 32 (01) : 1 - 5
  • [8] Bundled Payments for Care Improvement: Boom or Bust?
    Curtin, Brian M.
    Russell, Robert D.
    Odum, Susan M.
    [J]. JOURNAL OF ARTHROPLASTY, 2017, 32 (10) : 2931 - 2934
  • [9] Is there "Cherry Picking" in the ESRD Program? Perceptions from a Dialysis Provider Survey
    Desai, Amar A.
    Bolus, Roger
    Nissenson, Allen
    Chertow, Glenn M.
    Bolus, Sally
    Solomon, Matthew D.
    Khawar, Osman S.
    Talley, Jennifer
    Spiegel, Brennan M. R.
    [J]. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2009, 4 (04): : 772 - 777
  • [10] Factors predicting complication rates after primary shoulder arthroplasty
    Farng, Eugene
    Zingmond, David
    Krenek, Lucie
    SooHoo, Nelson F.
    [J]. JOURNAL OF SHOULDER AND ELBOW SURGERY, 2011, 20 (04) : 557 - 563