The Journal of Hip Surgery 2023; 07(01): 018-022
DOI: 10.1055/s-0043-1762892
Original Article

Can We Predict Length of Stay for CJR Patients Who Sustain a Displaced Femoral Neck Fracture?

Ariana T. Meltzer-Bruhn
1   Division of Orthopedic Trauma Surgery, Department of Orthopedic Surgery, NYU Langone Health, NYU Langone Orthopedic Hospital, New York, New York
,
Garrett W. Esper
1   Division of Orthopedic Trauma Surgery, Department of Orthopedic Surgery, NYU Langone Health, NYU Langone Orthopedic Hospital, New York, New York
,
Abhishek Ganta
1   Division of Orthopedic Trauma Surgery, Department of Orthopedic Surgery, NYU Langone Health, NYU Langone Orthopedic Hospital, New York, New York
2   Department of Orthopedic Surgery, Jamaica Hospital Medical Center, Richmond Hill, New York
,
Sanjit R. Konda
1   Division of Orthopedic Trauma Surgery, Department of Orthopedic Surgery, NYU Langone Health, NYU Langone Orthopedic Hospital, New York, New York
2   Department of Orthopedic Surgery, Jamaica Hospital Medical Center, Richmond Hill, New York
,
1   Division of Orthopedic Trauma Surgery, Department of Orthopedic Surgery, NYU Langone Health, NYU Langone Orthopedic Hospital, New York, New York
2   Department of Orthopedic Surgery, Jamaica Hospital Medical Center, Richmond Hill, New York
› Author Affiliations
Funding None.

Abstract

The Comprehensive Care for Joint Replacement (CJR) model holds hospitals financially accountable for the outcomes of patients undergoing hip and knee replacements. The purpose of this study is to see if a validated inpatient risk assessment tool can be used to predict patients with poor outcomes following hip arthroplasty. We hypothesize that the validated risk prediction tool (Score for Trauma Triage in the Geriatric and Middle-Aged [STTGMA]) can be modeled to stratify these patients at highest risk for poor outcomes at emergency department (ED) presentation. Between October 2018 and September 2020, 237 patients subject to the CJR bundle program were treated for a displaced femoral neck fracture with total hip arthroplasty or hemiarthroplasty and analyzed for demographics, comorbidities, injury details, and outcomes. A poor outcome was considered to be a longer length of inpatient hospital stay, venous thromboembolism (VTE), or readmission within 30, 60, or 90 days. Each patient's STTGMA score was calculated using their demographics, functional status, and injury details at time of ED admission. Patients were divided into risk quartiles based on STTGMA score. The top 25% risk cohort was compared against the bottom 25% risk cohort using chi-square or t-tests as appropriate. Mean STGGMA scores were 0.046 ± 0.028 in the highest risk cohort and 0.007 ± 0.001 in the lowest risk cohort. STTGMA was able to adequately risk stratify patients at risk for a longer length of inpatient hospital stay (p < 0.01). The STTGMA tool was unable to risk stratify patients with postoperative VTE within 90 days (p = 0.986) or readmission within 90 days (p = 0.087). Providers can calculate STTGMA scores on admission for CJR patients to help identify which patients may require a longer length of inpatient hospital stay. These patients can be targeted with strategies to address these deficiencies.



Publication History

Received: 19 May 2022

Accepted: 31 October 2022

Article published online:
13 February 2023

© 2023. Thieme. All rights reserved.

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  • References

  • 1 Katsoulis M, Benetou V, Karapetyan T. et al. Excess mortality after hip fracture in elderly persons from Europe and the USA: the CHANCES project. J Intern Med 2017; 281 (03) 300-310
  • 2 Braithwaite RS, Col NF, Wong JB. Estimating hip fracture morbidity, mortality and costs. J Am Geriatr Soc 2003; 51 (03) 364-370
  • 3 Holt G, Smith R, Duncan K, Hutchison JD, Gregori A. Outcome after surgery for the treatment of hip fracture in the extremely elderly. J Bone Joint Surg Am 2008; 90 (09) 1899-1905
  • 4 Roche JJW, Wenn RT, Sahota O, Moran CG. Effect of comorbidities and postoperative complications on mortality after hip fracture in elderly people: prospective observational cohort study. BMJ 2005; 331 (7529): 1374
  • 5 Adeyemi A, Delhougne G. Incidence and economic burden of intertrochanteric fracture: a Medicare claims database analysis. JBJS Open Access 2019; 4 (01) e0045
  • 6 Burge R, Dawson-Hughes B, Solomon DH, Wong JB, King A, Tosteson A. Incidence and economic burden of osteoporosis-related fractures in the United States, 2005-2025. J Bone Miner Res 2007; 22 (03) 465-475
  • 7 Swenning T, Leighton J, Nentwig M, Dart B. Hip fracture care and national systems: the United States and Canada. OTA Int 2020; 3 (01) e073
  • 8 Centers for Disease Control and Prevention. Hip fractures among older adults. 2016. Accessed on May 2, 2022, at: https://www.cdc.gov/falls/hip-fractures.html
  • 9 Brauer CA, Coca-Perraillon M, Cutler DM, Rosen AB. Incidence and mortality of hip fractures in the United States. JAMA 2009; 302 (14) 1573-1579
  • 10 Bentler SE, Liu L, Obrizan M. et al. The aftermath of hip fracture: discharge placement, functional status change, and mortality. Am J Epidemiol 2009; 170 (10) 1290-1299
  • 11 Cook WL, Khan KM, Bech MH. et al. Post-discharge management following hip fracture–get you back to B4: a parallel group, randomized controlled trial study protocol. BMC Geriatr 2011; 11 (01) 30
  • 12 Liang L, Moore B, Soni A. National Inpatient Hospital Costs: The Most Expensive Conditions by Payer, 2017. Agency for Healthcare Research and Quality; 2020. Available at: https://www.hcup-us.ahrq.gov/reports/statbriefs/sb261-Most-Expensive-Hospital-Conditions-2017.jsp
  • 13 Centers for Medicare & Medicaid Services. Comprehensive care for joint replacement model. 2022. Accessed on May 2, 2022, at: https://innovation.cms.gov/innovation-models/cjr
  • 14 Thirukumaran CP, Kim Y, Cai X. et al. Association of the comprehensive care for joint replacement model with disparities in the use of total hip and total knee replacement. JAMA Netw Open 2021; 4 (05) e2111858
  • 15 Sood N, Shier VL, Nakata H, Iorio R, Lieberman JR. The impact of Comprehensive Care for Joint Replacement bundled payment program on care delivery. J Arthroplasty 2019; 34 (04) 609-612.e1
  • 16 Yu X, Wu Y, Ning R. The deep vein thrombosis of lower limb after total hip arthroplasty: what should we care. BMC Musculoskelet Disord 2021; 22 (01) 547
  • 17 Wainwright TW, Gill M, McDonald DA. et al. Consensus statement for perioperative care in total hip replacement and total knee replacement surgery: Enhanced Recovery After Surgery (ERAS®) Society recommendations. Acta Orthop 2020; 91 (01) 3-19
  • 18 Matharu GS, Kunutsor SK, Judge A, Blom AW, Whitehouse MR. Clinical effectiveness and safety of aspirin for venous thromboembolism prophylaxis after total hip and knee replacement: a systematic review and meta-analysis of randomized clinical trials. JAMA Intern Med 2020; 180 (03) 376-384
  • 19 Konda SR, Seymour R, Manoli A, Gales J, Karunakar MA. Carolinas Trauma Network Research Group. Development of a middle-age and geriatric trauma mortality risk score a tool to guide palliative care consultations. Bull Hosp Jt Dis 2016; 74 (04) 298-305
  • 20 Konda SR, Ranson RA, Solasz SJ. et al; NYU COVID Hip Fracture Research Group. Modification of a validated risk stratification tool to characterize geriatric hip fracture outcomes and optimize care in a post-COVID-19 world. J Orthop Trauma 2020; 34 (09) e317-e324
  • 21 Konda SR, Lott A, Saleh H, Lyon T, Egol KA. Using trauma triage score to risk-stratify inpatient triage, hospital quality measures, and cost in middle-aged and geriatric orthopaedic trauma patients. J Orthop Trauma 2019; 33 (10) 525-530
  • 22 Konda SR, Lott A, Saleh H, Gales J, Egol KA. Use of the STTGMA tool to risk stratify 1-year functional outcomes and mortality in geriatric trauma patients. J Orthop Trauma 2018; 32 (09) 461-466
  • 23 Konda SR, Lott A, Saleh H, Schubl S, Chan J, Egol KA. How does frailty factor into mortality risk assessment of a middle-aged and geriatric trauma population?. Geriatr Orthop Surg Rehabil 2017; 8 (04) 225-230
  • 24 Konda SR, Lott A, Mandel J. et al. Who is the geriatric trauma patient? An analysis of patient characteristics, hospital quality measures, and inpatient cost. Geriatr Orthop Surg Rehabil 2020; 11: 2151459320955087
  • 25 Esper GW, Meltzer-Bruhn AT, Ganta A, Egol KA, Konda SR. Seasonality affects elderly hip fracture mortality risk during the COVID-19 pandemic. Cureus 2022; 14 (07) e26530
  • 26 Meltzer-Bruhn AT, Esper GW, Herbosa CG, Ganta A, Egol KA, Konda SR. The role of smoking and body mass index in mortality risk assessment for geriatric hip fracture patients. Cureus 2022; 14 (07) e26666
  • 27 Konda SR, Parola R, Perskin C, Egol KA. ASA physical status classification improves predictive ability of a validated trauma risk score. Geriatr Orthop Surg Rehabil 2021; 12: 2151459321989534
  • 28 Fry DE, Pine M, Nedza SM, Locke DG, Reband AM, Pine G. Risk-adjusted hospital outcomes in medicare total joint replacement surgical procedures. J Bone Joint Surg Am 2017; 99 (01) 10-18
  • 29 Lequertier V, Wang T, Fondrevelle J, Augusto V, Duclos A. Hospital length of stay prediction methods: a systematic review. Med Care 2021; 59 (10) 929-938
  • 30 Weissman JS, Rothschild JM, Bendavid E. et al. Hospital workload and adverse events. Med Care 2007; 45 (05) 448-455
  • 31 Tibby SM, Correa-West J, Durward A, Ferguson L, Murdoch IA. Adverse events in a paediatric intensive care unit: relationship to workload, skill mix and staff supervision. Intensive Care Med 2004; 30 (06) 1160-1166
  • 32 Lott A, Haglin J, Belayneh R, Konda SR, Egol KA. Admitting service affects cost and length of stay of hip fracture patients. Geriatr Orthop Surg Rehabil 2018; 9: 2151459318808845
  • 33 Hillegass E, Puthoff M, Frese EM, Thigpen M, Sobush DC, Auten B. Guideline Development Group. Role of physical therapists in the management of individuals at risk for or diagnosed with venous thromboembolism: evidence-based clinical practice guideline. Phys Ther 2016; 96 (02) 143-166
  • 34 Kim JS. Deep vein thrombosis prophylaxis after total hip arthroplasty in asian patients. Hip Pelvis 2018; 30 (04) 197-201
  • 35 Aali Rezaie A, Azboy I, Parvizi J. Venous thromboembolism prophylaxis after hip preservation surgery: a review and presentation of institutional experience. J Hip Preserv Surg 2018; 5 (03) 181-189
  • 36 Martin CT, Gao Y, Pugely AJ. Incidence and risk factors for 30-day readmissions after hip fracture surgery. Iowa Orthop J 2016; 36: 155-160
  • 37 Giusti A, Barone A, Razzano M, Pizzonia M, Oliveri M, Pioli G. Predictors of hospital readmission in a cohort of 236 elderly discharged after surgical repair of hip fracture: one-year follow-up. Aging Clin Exp Res 2008; 20 (03) 253-259