Skip to main content
Log in

Effect of provider volume on resource utilization for surgical procedures of the knee

  • Knee
  • Published:
Knee Surgery, Sports Traumatology, Arthroscopy Aims and scope

Abstract

Operating-room time and patient disposition on discharge are important determinants of healthcare resource utilization and cost. We examined the relation between these determinants and hospital/surgeon volume for anterior cruciate ligament (ACL) reconstruction and meniscectomy procedures. Patients undergoing ACL reconstruction (18,390 cases) and meniscectomy (123,012 cases) were extracted from the State Ambulatory Surgery Databases for the years 1997–2000. Surgeon and hospital volume were divided into low-, intermediate-, and high-volume categories. Multivariate logistic regression models were used to estimate the adjusted association between surgeon and hospital volume and patient discharge status and operating-room time. Patients undergoing ACL reconstruction or meniscectomy performed by low-volume surgeons were significantly more likely to be non-routinely discharged as compared to high-volume surgeons (adjusted odds ratio 3.5, 95% confidence interval 1.7–7.2 for ACL reconstruction; adjusted odds ratio 2.0, 95% confidence interval 1.6–2.3 for meniscectomy). The mean operating-room time for performing ACL reconstruction or meniscectomy was significantly higher in low- and intermediate-volume surgeons and hospitals as compared to high-volume surgeons and hospitals (p≤0.001). High-volume providers utilize healthcare resources more efficiently. Our findings may help surgeons and hospitals in optimizing resource utilization and cost for routinely-performed ambulatory surgery procedures.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. ICD-9-CM (2002) International classification of diseases 9th revision clinical modification, 6th edn

  2. Aglietti P, Buzzi R, Zaccherotti G, De Biase P (1994) Patellar tendon versus doubled semitendinosus and gracilis tendons for anterior cruciate ligament reconstruction. Am J Sports Med 22:211–217

    CAS  PubMed  Google Scholar 

  3. Ai C, Norton EC (2000) Standard errors for the retransformation problem with heteroscedasticity. J Health Econ 19:697–718

    Article  CAS  PubMed  Google Scholar 

  4. Birkmeyer JD, Siewers AE, Finlayson EV, Stukel TA, Lucas FL, Batista I, Welch HG, Wennberg DE (2002) Hospital volume and surgical mortality in the United States. N Engl J Med 346:1128–1137

    Article  PubMed  Google Scholar 

  5. Burks RT, Metcalf MH, Metcalf RW (1997) Fifteen-year follow-up of arthroscopic partial meniscectomy. Arthroscopy 13:673–679

    Article  CAS  PubMed  Google Scholar 

  6. Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40:373–383

    Article  CAS  PubMed  Google Scholar 

  7. Crouch DS, McLafferty RB, Karch LA, Mattos MA, Ramsey DE, Henretta JP, Hodgson KJ, Sumner DS (2001) A prospective study of discharge disposition after vascular surgery. J Vasc Surg 34:62–68

    Article  CAS  PubMed  Google Scholar 

  8. Deehan DJ, Salmon LJ, Webb VJ, Davies A, Pinczewski LA (2000) Endoscopic reconstruction of the anterior cruciate ligament with an ipsilateral patellar tendon autograft. A prospective longitudinal five-year study. J Bone Joint Surg Br 82:984–991

    Article  CAS  PubMed  Google Scholar 

  9. Delay BS, Smolinski RJ, Wind WM, Bowman DS (2001) Current practices and opinions in ACL reconstruction and rehabilitation: results of a survey of the American Orthopaedic Society for Sports Medicine. Am J Knee Surg 14:85–91

    CAS  PubMed  Google Scholar 

  10. Deyo RA, Cherkin DC, Ciol MA (1992) Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol 45:613–619

    Article  CAS  PubMed  Google Scholar 

  11. Dudley RA, Johansen KL, Brand R, Rennie DJ, Milstein A (2000) Selective referral to high-volume hospitals: estimating potentially avoidable deaths. JAMA 283:1159–1166

    Article  CAS  PubMed  Google Scholar 

  12. Farnworth LR, Lemay DE, Wooldridge T, Mabrey JD, Blaschak MJ, DeCoster TA, Wascher DC, Schenck RC Jr (2001) A comparison of operative times in arthroscopic ACL reconstruction between orthopaedic faculty and residents: the financial impact of orthopaedic surgical training in the operating room. Iowa Orthop J 21:31–35

    CAS  PubMed  Google Scholar 

  13. Gutierrez B, Culler SD, Freund DA (1998) Does hospital procedure-specific volume affect treatment costs? A national study of knee replacement surgery. Health Serv Res 33:489–511

    CAS  PubMed  Google Scholar 

  14. Healthcare Cost and Utilization Project (2003) Evaluation of the state ambulatory surgery databases. Agency for Healthcare Research and Quality. http://www.hcup-us.ahrq.gov/db/state/sasdrelatedreports.jsp

  15. Hede A, Larsen E, Sandberg H (1992) Partial versus total meniscectomy. A prospective, randomised study with long-term follow-up. J Bone Joint Surg Br 74:118–121

    CAS  PubMed  Google Scholar 

  16. Hughes RG, Garnick DW, Luft HS, McPhee SJ, Hunt SS (1988) Hospital volume and patient outcomes. The case of hip fracture patients. Med Care 26:1057–1067

    CAS  PubMed  Google Scholar 

  17. Jain N, Pietrobon R, Hocker S, Guller U, Shankar A, Higgins LD (2004) The relationship between surgeon and hospital volume and outcomes for shoulder arthroplasty. J Bone Joint Surg Am 86

  18. Johnson RJ, Eriksson E, Haggmark T, Pope MH (1984) Five- to ten-year follow-up evaluation after reconstruction of the anterior cruciate ligament. (Review, 144 refs). Clin Orthop 122–140

  19. Jomha NM, Pinczewski LA, Clingeleffer A, Otto DD (1999) Arthroscopic reconstruction of the anterior cruciate ligament with patellar-tendon autograft and interference screw fixation. The results at seven years. J Bone Joint Surg Br 81:775–779

    Article  CAS  PubMed  Google Scholar 

  20. Kainz C, Tempfer C, Sliutz G, Breitenecker G, Reinthaller A (1996) Radiosurgery in the management of cervical intraepithelial neoplasia. J Reprod Med 41:409–414

    CAS  PubMed  Google Scholar 

  21. Katz JN, Losina E, Barrett J, Phillips CB, Mahomed NN, Lew RA, Guadagnoli E, Harris WH, Poss R, Baron JA (2001) Association between hospital and surgeon procedure volume and outcomes of total hip replacement in the United States medicare population. J Bone Joint Surg Am 83:1622–1629

    Article  Google Scholar 

  22. Koch MO, Smith JA Jr (1995) Clinical outcomes associated with the implementation of a cost-efficient programme for radical retropubic prostatectomy. Br J Urol 76:28–33

    CAS  PubMed  Google Scholar 

  23. Kreder HJ, Deyo RA, Koepsell T, Swiontkowski MF, Kreuter W (1997) Relationship between the volume of total hip replacements performed by providers and the rates of postoperative complications in the state of Washington. J Bone Joint Surg Am 79:485–494

    CAS  PubMed  Google Scholar 

  24. Kreder HJ, Williams JI, Jaglal S, Hu R, Axcell T, Stephen D (1998) Are complication rates for elective primary total hip arthroplasty in Ontario related to surgeon and hospital volumes? A preliminary investigation. Can J Surg 41:431–437

    CAS  PubMed  Google Scholar 

  25. Ladocsi LT, Benitez LD, Filippone DR, Nance FC (1997) Intraoperative cholangiography in laparoscopic cholecystectomy: a review of 734 consecutive cases. Am Surg 63:150–156

    CAS  PubMed  Google Scholar 

  26. Lavernia CJ, Guzman JF (1995) Relationship of surgical volume to short-term mortality, morbidity, and hospital charges in arthroplasty. J Arthroplasty 10:133–140

    CAS  PubMed  Google Scholar 

  27. Maclure M, Greenland S (1992) Tests for trend and dose response: misinterpretations and alternatives. Am J Epidemiol 135:96–104

    CAS  PubMed  Google Scholar 

  28. Manning WG (1998) The logged dependent variable, heteroscedasticity, and the retransformation problem. J Health Econ 17:283–295

    Article  CAS  PubMed  Google Scholar 

  29. Munoz E, Boiardo R, Mulloy K, Goldstein J, Brewster JG, Tenenbaum N, Wise L (1990) Economies of scale, physician volume for orthopedic surgical patients, and the DRG prospective payment system. Orthopedics 13:39–44

    CAS  PubMed  Google Scholar 

  30. Northmore-Ball MD, Dandy DJ, Jackson RW (1983) Arthroscopic, open partial, and total meniscectomy. A comparative study. J Bone Joint Surg Br 65:400–404

    CAS  PubMed  Google Scholar 

  31. Norton EC, Garfinkel SA, McQuay LJ, Heck DA, Wright JG, Dittus R, Lubitz RM (1998) The effect of hospital volume on the in-hospital complication rate in knee replacement patients. Health Serv Res 33:1191–1210

    CAS  PubMed  Google Scholar 

  32. Roddy SP, O’Donnell TF Jr, Iafrati MD, Isaacson LA, Bailey VE, Mackey WC (1998) Reduction of hospital resources utilization in vascular surgery: a four-year experience. J Vasc Surg 27:1066–1075

    CAS  PubMed  Google Scholar 

  33. Ruiz AL, Kelly M, Nutton RW (2002) Arthroscopic ACL reconstruction: a 5–9 year follow-up. Knee 9:197–200

    Article  CAS  PubMed  Google Scholar 

  34. SASD Technical Documentation (2001) Agency for healthcare research and quality, Rockville. http://www.ahrq.gov/data/hcup/sasdtech.htm

  35. Schimmer RC, Brulhart KB, Duff C, Glinz W (1998) Arthroscopic partial meniscectomy: a 12-year follow-up and two-step evaluation of the long-term course. Arthroscopy 14:136–142

    CAS  PubMed  Google Scholar 

  36. Schrag D, Cramer LD, Bach PB, Cohen AM, Warren JL, Begg CB (2000) Influence of hospital procedure volume on outcomes following surgery for colon cancer. JAMA 284:3028–3035

    Article  CAS  PubMed  Google Scholar 

  37. Simpson DA, Thomas NP, Aichroth PM (1986) Open and closed meniscectomy. A comparative analysis. J Bone Joint Surg Br 68:301–304

    CAS  PubMed  Google Scholar 

  38. Solomon DH, Losina E, Baron JA, Fossel AH, Guadagnoli E, Lingard EA, Miner A, Phillips CB, Katz JN (2002) Contribution of hospital characteristics to the volume-outcome relationship: dislocation and infection following total hip replacement surgery. Arthritis Rheum 46:2436–2444

    Article  PubMed  Google Scholar 

  39. Song D, Greilich NB, White PF, Watcha MF, Tongier WK (2000) Recovery profiles and costs of anesthesia for outpatient unilateral inguinal herniorrhaphy. Anesth Analg 91:876–881

    CAS  PubMed  Google Scholar 

  40. State Ambulatory Surgery Databases (SASD) (2002) Healthcare cost and utilization in project (HCUP). Agency for healthcare research and quality, Rockville. http://www.ahrq.gov/data/hcup/hcupsasd.htm

  41. Taylor HD, Dennis DA, Crane HS (1997) Relationship between mortality rates and hospital patient volume for Medicare patients undergoing major orthopaedic surgery of the hip, knee, spine, and femur. J Arthroplasty 12:235–242

    Article  CAS  PubMed  Google Scholar 

  42. Wasielewski RC, Weed H, Prezioso C, Nicholson C, Puri RD (1998) Patient comorbidity: relationship to outcomes of total knee arthroplasty. Clin Orthop 85–92

    Google Scholar 

  43. White H (1980) A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica 48:817–830

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nitin Jain.

Appendix

Appendix

Inclusion criteria

For anterior cruciate ligament (ACL) reconstruction

  • All ambulatory surgery procedures with the following primary procedure code:

    • 81.45—Other repairs of cruciate ligaments

  • The ACL reconstruction surgery should have one of the following diagnostic code (any diagnosis):

    • 717.83—Old disruption of anterior cruciate ligament

    • 844.2—Sprain of cruciate ligament of knee

For meniscectomy

  • All ambulatory surgery procedures with the following primary procedure code:

    • 80.6—Excision of meniscus of knee

  • The meniscectomy surgery should have one of the following diagnostic code (any diagnosis):

    • 717.0—Old bucket-handle tear of medial meniscus

    • 717.1—Derangement of anterior horn of medial meniscus

    • 717.2—Derangement of posterior horn of medial meniscus

    • 717.3—Other and unspecified derangement of medial meniscus

    • 717.4—Derangement of lateral meniscus

    • 717.40—Derangement of lateral meniscus, unspecified

    • 717.41—Bucket-handle tear of lateral meniscus

    • 717.42—Derangement of anterior horn of lateral meniscus

    • 717.43—Derangement of posterior horn of lateral meniscus

    • 717.49—Other derangement of lateral meniscus

    • 717.5—Derangement of meniscus, not elsewhere classified

    • 836.0—Tear of medial cartilage or meniscus of knee, current

    • 836.1—Tear of lateral cartilage or meniscus of knee, current

    • 836.2—Other tear of cartilage or meniscus of knee, current

Exclusion criteria

For ACL reconstruction and meniscectomy

  • Patients with diagnosis of lower-leg bone infection:

    • 730.06—Acute osteomyelitis of lower leg

    • 730.16– Chronic osteomyelitis of lower leg

    • 730.26—Unspecified osteomyelitis

    • 730.36—Periostitis without mention of osteomyelitis

    • 730.86—Other infections involving bone in diseases classified elsewhere

    • 730.96—Unspecified infection of bone

    • 996.60—Infection of inflammatory reaction due to unspecified internal prosthetic device, implant, and graft

    • 996.67—Infection or inflammation due to presence of unspecified orthopedic device, implant and graft

  • Patients with a diagnostic code that indicates that present surgery is for correction of a previous complication of ACL reconstruction or meniscectomy:

    • 996.4—Mechanical complication of internal orthopedic device, implant, and graft

    • 996.70—Other complications of unspecified internal (biological) (synthetic) prosthetic device, implant, and graft

    • 996.78—Other complications of internal orthopedic (biological) (synthetic) prosthetic device, implant, and graft

    • 996.79—Other complications of internal (biological) (synthetic) prosthetic device, implant, and graft

  • Patients with malignancies or pathological fractures of tibia, fibula or femur:

    • 170.7—Malignant neoplasms of long bones of lower limb

    • 196.5—Secondary and unspecified malignant neoplasm of lymph nodes in inguinal region and lower limb

    • 733.15—Pathological fracture of other specified part of femur (other than neck)

    • 733.16—Pathologic fracture of tibia or fibula

  • Patients with fracture of tibia, fibula, patella or femur due to injury:

    • 821.00, 821.01, 821.10, 821.11, 821.20, 821.21, 821.22, 821.23, 821.29, 821.30, 821.31, 821.32, 821.33, 821.39—Fracture of other and unspecified parts of femur (other than neck)

    • 822.0, 822.1—Fracture of patella

    • 823.00, 823.01, 823.02, 823.10, 823.11, 823.12, 823.20, 823.21, 823.22, 823.30, 823.31, 823.32, 823.80, 823.81, 823.82, 823.90, 823.91, 823.92—Fracture of tibia and fibula

  • Patients undergoing knee arthroplasty along with a ACL reconstruction or meniscectomy:

    • 81.54—Total knee replacement

    • 81.55—Revision of knee replacement

  • Patients with a diagnosis of rheumatoid arthritis:

    • 714.0—Rheumatoid arthritis

    • 714.1—Felty’s syndrome

    • 714.2—Other rheumatoid arthritis with visceral or systemic involvement

    • 714.30—Polyarticular juvenile rheumatoid arthritis, chronic or unspecified

    • 714.31—Polyarticular juvenile rheumatoid arthritis, acute

    • 714.32—Pauciarticular juvenile rheumatoid arthritis

    • 714.33—Monoarticular juvenile rheumatoid arthritis

  • Patients with less than 45 minutes of operating room time for ACL reconstruction and less than 20 minutes of operating room time for meniscectomy

Procedures included as a part of ACL reconstruction or meniscectomy

For ACL reconstruction

  • 77.65—Local excision of lesion or tissue of bone from femur

  • 77.66—Local excision of lesion or tissue of bone from patella

  • 77.67—Local excision of lesion or tissue of bone from tibia and fibula

  • 77.75—Excision of bone for graft from femur

  • 77.76—Excision of bone for graft from patella

  • 77.77—Excision of bone for graft from tibia and fibula

  • 78.05—Bone graft from femur

  • 78.06—Bone graft from patella

  • 78.07—Bone graft from tibia and fibula

  • 80.16—Other arthrotomy of knee

  • 80.26—Arthroscopy of knee

  • 80.46—Division of knee joint capsule, ligament, or cartilage

  • 80.6—Excision of semilunar cartilage of knee

  • 80.76—Synovectomy of knee joint

  • 80.86—Other local excision or destruction of lesion of knee joint

  • 81.46—Other repairs of collateral ligaments

  • 81.47—Other repair of knee

  • 83.41—Excision of tendon for graft

  • 83.81—Tendon graft

  • 83.82—Graft of muscle or fascia

For meniscectomy

  • 77.65—Local excision of lesion or tissue of bone from femur

  • 77.66—Local excision of lesion or tissue of bone from patella

  • 77.67—Local excision of lesion or tissue of bone from tibia and fibula

  • 77.75—Excision of bone for graft from femur

  • 77.76—Excision of bone for graft from patella

  • 77.77—Excision of bone for graft from tibia and fibula

  • 77.79—Excision of bone for graft from other bones

  • 78.05—Bone graft from femur

  • 78.06—Bone graft from patella

  • 78.07—Bone graft from tibia and fibula

  • 80.16—Other arthrotomy of knee

  • 80.26—Arthroscopy of knee

  • 80.46—Division of knee joint capsule, ligament, or cartilage

  • 80.76—Synovectomy of knee joint

  • 80.86—Other local excision or destruction of lesion of knee joint

  • 81.45—Other repairs of cruciate ligaments

  • 81.46—Other repairs of collateral ligaments

  • 81.47—Other repair of knee

  • 83.41—Excision of tendon for graft

  • 83.81—Tendon graft

  • 83.82—Graft of muscle or fascia

Rights and permissions

Reprints and permissions

About this article

Cite this article

Jain, N., Pietrobon, R., Guller, U. et al. Effect of provider volume on resource utilization for surgical procedures of the knee. Knee Surg Sports Traumatol Arthrosc 13, 302–312 (2005). https://doi.org/10.1007/s00167-004-0516-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00167-004-0516-6

Keywords

Navigation