| Literature DB >> 32341929 |
Lambert T Li1, Carlin Chuck1, Steven L Bokshan1, Ryan O'Donnell1, Raymond Y Hsu1, Brad D Blankenhorn1, Brett D Owens1.
Abstract
BACKGROUND: While Achilles tendon repairs are common, little data exist characterizing the cost drivers of this surgery.Entities:
Keywords: Achilles tendon repair; cost drivers; economic analysis
Year: 2020 PMID: 32341929 PMCID: PMC7172000 DOI: 10.1177/2325967120912398
Source DB: PubMed Journal: Orthop J Sports Med ISSN: 2325-9671
Average Cost by Case Type
| Procedure | N | Mean Cost (SD) |
|
|---|---|---|---|
| Primary surgery | 4333 | $14,951 ($11,408) | <.001 |
| Surgery with graft | 549 | $23,861 ($17,832) | |
| Secondary surgery | 1073 | $20,115 ($15,107) | |
| Total | 5955 | $16,703 ($13,195) |
Analysis of Age and Time in OR
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|---|---|---|---|
| Group | Constant (SE) | β Value (SE) |
|
| Primary | $9545 ($585) | $116 ($12) | <.001 |
| With graft | $15,636 ($2769) | $167 ($53) | .002 |
| Secondary | $14,761 ($1945) | $102 ($36) | .005 |
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| Group | Constant (SE) | β Value (SE) |
|
| Primary | $7800 ($592) | $73 ($5) | <.001 |
| With graft | $12,285 ($1712) | $20 ($12) | .097 |
| Secondary | $8168 ($798) | $37 ($7) | <.001 |
OR, operating room.
Univariate Analysis of Patient Characteristic Factors
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|---|---|---|---|---|
| Group | Variable | N | Mean (SD) |
|
| Primary | Male | 2925 | $13,967 ($10,726) | <.001 |
| Female | 1415 | $17,013 ($12,453) | ||
| With graft | Male | 351 | $23,696 ($19,176) | .574 |
| Female | 200 | $24,598 ($15,943) | ||
| Secondary | Male | 496 | $20,137 ($15,539) | .964 |
| Female | 577 | $20,095 ($14,739) | ||
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| Group | Variable | N | Mean (SD) |
|
| Primary | White | 2699 | $15,786 ($12,039) | <.001 |
| Black | 751 | $13,455 ($10,023) | ||
| Hispanic | 291 | $17,987 ($11,588) | ||
| Asian | 74 | $13,798 ($8500) | ||
| Native American | 22 | $11,120 ($4466) | ||
| Other | 323 | $12,416 ($9331) | ||
| With graft | White | 342 | $24,620 ($18,372) | .184 |
| Black | 98 | $22,401 ($17,626) | ||
| Hispanic | 58 | $28,057 ($18,638) | ||
| Asian | 13 | $16,705 ($11,161) | ||
| Other | 21 | $22,069 ($19,498) | ||
| Secondary | White | 773 | $20,513 ($15,077) | <.001 |
| Black | 107 | $19,107 ($14,629) | ||
| Hispanic | 82 | $24,406 ($17,273) | ||
| Asian | 8 | $28,996 ($21,279) | ||
| Native American | 3 | $9550 ($5456) | ||
| Other | 57 | $12,829 ($13,399) | ||
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| Group | Variable | N | Mean (SD) |
|
| Primary | 1 | 766 | $17,451 ($13,232) | <.001 |
| 2 | 1036 | $17,180 ($13,298) | ||
| 3 | 1078 | $14,399 ($10,709) | ||
| 4 | 1401 | $12,285 ($8347) | ||
| With graft | 1 | 104 | $26,145 ($17,320) | <.001 |
| 2 | 163 | $28,832 ($17,930) | ||
| 3 | 128 | $24,593 ($19,662) | ||
| 4 | 150 | $16,827 ($14,914) | ||
| Secondary | 1 | 224 | $23,345 ($16,444) | <.001 |
| 2 | 270 | $22,896 ($15,778) | ||
| 3 | 274 | $19,466 ($15,128) | ||
| 4 | 285 | $15,349 ($10,756) | ||
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| Group | Variable | N | Mean (SD) |
|
| Primary | No comorbidity | 2633 | $13,382 ($9824) | <.001 |
| ≥1 comorbidity | 1708 | $17,390 ($13,121) | ||
| With graft | No comorbidity | 293 | $20,623 ($16,136) | <.001 |
| ≥1 comorbidity | 258 | $27,886 ($19,340) | ||
| Secondary | No comorbidity | 510 | $17,770 ($13,621) | <.001 |
| ≥1 comorbidity | 563 | $22,239 ($16,056) | ||
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| Group | Variable | N | Mean (SD) |
|
| Primary | Medicare | 540 | $18,817 ($13,567) | <.001 |
| Medicaid | 301 | $13,610 ($10,428) | ||
| Private insurance | 2966 | $14,508 ($10,887) | ||
| Self-pay | 194 | $13,767 ($12,021) | ||
| Other | 340 | $14,635 ($11,380) | ||
| With graft | Medicare | 106 | $27,541 ($16,731) | .183 |
| Medicaid | 40 | $23,244 ($18,756) | ||
| Private insurance | 341 | $23,390 ($17,849) | ||
| Self-pay | 14 | $17,900 ($14,166) | ||
| Other | 50 | $23,228 ($21,814) | ||
| Secondary | Medicare | 215 | $23,298 ($16,285) | <.001 |
| Medicaid | 53 | $16,693 ($10,250) | ||
| Private insurance | 694 | $20,043 ($15,219) | ||
| Self-pay | 23 | $14,698 ($10,265) | ||
| Other | 88 | $16,378 ($13,089) | ||
Significant difference compared with Hispanic patients.
Significant difference compared with 4th quartile zip codes.
Significant difference compared with private insurance.
Univariate Analysis of Surgical Variables
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|---|---|---|---|---|
| Group | Variable | N | Mean (SD) |
|
| Primary | General | 986 | $12,103 ($7386) | .011 |
| General with regional block | 460 | $12,995 ($6867) | ||
| Other | 104 | $10,928 ($5431) | ||
| With graft | General anesthesia | 80 | $15,171 ($8948) | .96 |
| General anesthesia + regional block | 15 | $14,636 ($6938) | ||
| Other | 11 | $14,496 ($13,863) | ||
| Secondary | General anesthesia | 169 | $12,860 ($6338) | .352 |
| General anesthesia + regional block | 64 | $12,832 ($5711) | ||
| Other | 16 | $10,550 ($5798) | ||
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| Group | Variable | Admission rate, % | Mean (SD) |
|
| Primary | Not admitted | 94.4 | $14,548 ($10,776) | <.001 |
| Admitted postoperatively | 5.6 | $21,270 ($17,606) | ||
| With graft | Not admitted | 89.8 | $21,984 ($16,139) | <.001 |
| Admitted postoperatively | 10.2 | $42,208 ($23,465) | ||
| Secondary | Not admitted | 94.0 | $19,233 ($14,203) | <.001 |
| Admitted postoperatively | 6.0 | $33,610 ($21,402) | ||
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| Group | Variable | N | Mean (SD) |
|
| Primary | Hospital-owned ASC | 2228 | $12,112 ($8353) | <.001 |
| Privately owned ASC | 482 | $9353 ($7170) | ||
| With graft | Hospital-owned ASC | 229 | $17,794 ($13,672) | .044 |
| Privately owned ASC | 37 | $13,045 ($10,246) | ||
| Secondary | Hospital-owned ASC | 424 | $14,429 ($10,223) | .059 |
| Privately owned ASC | 135 | $12,645 ($6960) | ||
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| Group | Variable | N | Mean (SD) |
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| Primary | Low-volume surgeon | 1244 | $17,146 ($14,212) | .4 |
| High-volume surgeon | 1034 | $17,631 ($13,040) | ||
| With graft | Low-volume surgeon | 197 | $29,589 ($20,416) | .012 |
| High-volume surgeon | 176 | $24,352 ($19,575) | ||
| Secondary | Low-volume surgeon | 215 | $22,527 ($16,369) | .137 |
| High-volume surgeon | 462 | $24,630 ($17,472) | ||
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| Group | Variable | N | Mean (SD) |
|
| Primary | Low-volume ASC | 2069 | $16,194 ($12,726) | <.001 |
| High-volume ASC | 2049 | $13,846 ($10,299) | ||
| With graft | Low-volume ASC | 299 | $26,617 ($20,126) | .001 |
| High-volume ASC | 227 | $21,318 ($15,277) | ||
| Secondary | Low-volume ASC | 393 | $21,711 ($15,635) | .021 |
| High-volume ASC | 642 | $19,450 ($15,031) | ||
ASC, ambulatory surgical center.
Significant difference compared with anesthesia + nerve block.
Figure 1.Cost reductions of high- versus low-facility volume ASCs (cutoff, n = 15 cases) in generalized linear models. For primary repairs using grafts and for secondary repairs, high-volume ASCs had lower costs than low-volume ASCs. ASC, ambulatory surgical center.
Generalized Linear Model—Primary Achilles Tendon Repair
| Variable | Variable Group | β (2014 USD) | SE | 95% Wald CI |
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|---|---|---|---|---|---|---|
| Lower | Upper | |||||
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| Surgical center volume |
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| Low-volume ASC | 0 | |||||
| Surgical center ownership |
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| Hospital-owned ASC | 0 | |||||
| Comorbidity |
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| No comorbidity | 0 | |||||
| Income quartile of patient’s zip code |
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| 3rd | $(177) | $622 | $(1396) | $1042 | .776 | |
| 2nd | $(22) | $648 | $(1293) | $1248 | .973 | |
| 1st (Lowest) | 0 | |||||
| Race |
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| Native American | $(567) | $2304 | $(5082) | $3947 | .805 | |
| Asian | $1758 | $1031 | $(263) | $3778 | .088 | |
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| White | 0 | |||||
| Sex |
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| Male | 0 | |||||
| Continuous variables |
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Significant effects are bolded. Variables included but that were not significant: hospital readmission, insurance, and anesthesia. Parentheses indicate negative values. β corresponds to the cost added by the variable. ASC, ambulatory surgical center; USD, United States dollars.
Generalized Linear Model—Primary Achilles Tendon Repair With Graft
| Variable | Variable Group | β (2014 USD) | SE | 95% Wald CI |
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|---|---|---|---|---|---|---|
| Lower | Upper | |||||
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| Admitted to hospital postoperatively |
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| Not admitted | 0 | |||||
| Surgical center ownership |
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| Hospital-owned ASC | 0 | |||||
| Surgical center volume |
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| Low-volume ASC | 0 | |||||
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Significant effects are bolded. Variables included but that were not significant: patient income, comorbidity, and surgeon volume. Parentheses indicate negative values. β corresponds to the cost added by the variable. ASC, ambulatory surgical center; USD, United States dollars.
Generalized Linear Model—Secondary Achilles Tendon Repairs
| Variable | Variable Group | β (2014 USD) (SE) | SE | 95% Wald CI |
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|---|---|---|---|---|---|---|
| Lower | Upper | |||||
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| Race | Other | $(1423) | $944 | $(3274) | $427 | .132 |
| Native American | $(7279) | $3994 | $(15,107) | $548 | .068 | |
| Asian | $1308 | $3249 | $(5060) | $7675 | .687 | |
| Hispanic | $237 | $1398 | $(2503) | $2978 | .865 | |
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| White | 0 | |||||
| Income quartile of patient’s zip code |
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| 3rd | $983 | $1351 | $(1666) | $3631 | .467 | |
| 2nd | $646 | $1414 | $(2126) | $3418 | .648 | |
| 1st (Lowest) | 0 | |||||
| Surgical center volume |
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| Low-volume ASC | 0 | |||||
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Significant effects are bolded. Variables included but that were not significant: patient insurance, comorbidity, age, postoperative hospital admission, and surgical facility ownership. Parentheses indicate negative values. β corresponds to the cost added by the variable. ASC, ambulatory surgical center; OR, operating room; USD, United States dollars.
Figure 2.Cost reductions of privately versus hospital-owned ASCs in generalized linear models. For primary repairs with or without a graft, privately owned ASCs had lower costs than hospital-owned ASCs. ASC, ambulatory surgical center.