| Literature DB >> 33841916 |
Jason Trieu1, Chris Schilling1, Michelle M Dowsey1,2, Peter F Choong1,2.
Abstract
Despite additional costs associated with the use of computer navigation technology in total knee replacement (TKR), its impact on quality-adjusted life years following surgery has not been demonstrated. Cost-effectiveness evaluations require a balanced assessment of both quality and cost metrics.This review sought to evaluate the cost-effectiveness of computer navigation, identify barriers to translation, and suggest directions for further investigation. A systematic search of the Cost-Effectiveness Analysis Registry, PubMed, and Embase was undertaken.Cost-effectiveness analyses of computer navigation in primary total knee replacement were identified. Only primary studies of cost-effectiveness analyses published in the English language from the year 2000 onwards were included. Studies that reported secondary data were excluded from the analysis. Four publications met the inclusion criteria.Estimated gains in quality-adjusted life years attributed to reductions in revision surgery were 0.0148 to 0.0164 over 10 years, and 0.0192 (95% CI -0.002 to 0.0473) over 15 years. Cost estimates ranged from 952 kr (US $90, 2020) per case at 250 TKRs/year, to $1,920 US per case at 25 TKRs/year.The estimated probability of meeting local cost-effectiveness thresholds was 54% in the United States and 92% in the United Kingdom. These data were not available for Norway.The cost-effectiveness of computer navigation in current practice settings remains uncertain, with the use of this technology associated with marginal increased quality-adjusted life years (QALYs) at additional cost. Existing analyses demonstrated a number of limitations which restrict the potential for translation to practice and policy settings. Further research evaluating the impact of computer navigation on QALYs following primary TKR is required to inform contemporary cost-effectiveness evaluations. Cite this article: EFORT Open Rev 2021;6:173-180. DOI: 10.1302/2058-5241.6.200073.Entities:
Keywords: computer assisted surgery; computer navigation; cost-effectiveness; total knee arthroplasty; total knee replacement
Year: 2021 PMID: 33841916 PMCID: PMC8025703 DOI: 10.1302/2058-5241.6.200073
Source DB: PubMed Journal: EFORT Open Rev ISSN: 2058-5241
Fig. 1PRISMA flow diagram.
Data abstraction of economic modelling analyses evaluating the cost-effectiveness of computer navigation in total knee replacement.
| Author | Dong and Buxton[ | Novak et al[ | Slover et al[ | Gøthesen et al[ |
|---|---|---|---|---|
| Journal | ||||
| Year | 2006 | 2007 | 2008 | 2013 |
| Country | United Kingdom | United States | United States | Norway |
| Design | Markov model | Markov model | Markov model | Markov model |
| Period | 120 monthly cycles | 15 yearly cycles (sensitivity 5–15 yearly cycles) | 20 yearly cycles | 20 yearly cycles |
| Study type | Cost-effectiveness analysis | Cost-effectiveness analysis | Cost-effectiveness analysis | Cost-effectiveness analysis |
| Unit of effectiveness | Quality-adjusted life years | Quality-adjusted life years | Quality-adjusted life years | Quality-adjusted life years |
| Unit of cost | 2003 GBP | 2006 USD | 2007 USD | NOK (year not stated) |
| Perspective | Healthcare system | Healthcare system | Healthcare system | Healthcare system |
| Population | Not stated | Individuals undergoing primary TKR for osteoarthritis | 5% sample of Medicare TKR recipients from 1997–2004 (age ⩾ 65 years) | 60- and 75-year-old individuals |
| Model parameter (effectiveness) | Utility values Source: published literature and estimations Pre-operative: N/A Post-operative primary: 0.72 QALY (0.00026 to 1) Post-operative primary with normal health: 0.78 QALY (0.00026 to 1) Post-operative primary with minor complications: 0.66 QALY (0 to 1) Post-operative primary with major complications: 0.35 QALY (0 to 0.79542) Post-operative revision (simple): 0.66 QALY (0.00076 to 1) Post-operative revision (complex): 0.51 QALY (0 to 0.99997) 10 year revision Conventional TKR: simple (2.6%), complex (5.1%) Navigated TKR: simple (1.9%), complex (3.6%) Effect of CAS assumed to be reduction in transition to ‘TKR with serious complication’: CAS reduces malalignment by 48%, malalignment responsible for 70.4% of complications, CAS therefore reduces serious complications by 34% | Utility values Source: published literature Pre-operative primary: N/A Post-operative primary: 0.92 QALY (sensitivity 0.82 to 1) Post-operative revision: 0.80 QALY (sensitivity 0.60 to 0.90) Total disutility primary: N/A Total disutility revision: N/A Revision Source: published literature, weighted mean by number of patients included in each study, range of follow-up 2 months to 15 years Neutral alignment Years 0–5: 0% per year Years 6–15: linear rate, cumulative 4.7% at 15 years Malaligned: Years 0–9: cumulative 7% at 9 years Years 10–15: cumulative 54% at 15 years | Utility values Source: Swedish Hip Arthroplasty Registry Pre-operative: 0.40 QALY Post-operative primary: 0.75 QALY Post-operative revision: 0.60 QALY Total disutility primary: –0.10 QALY Total disutility revision: –0.20 QALY Revision Source: 5% sample of Medicare cohort from 1997 to 2004 (aged ⩾ 65 years) Years 1–8: linear rate equal to Medicare population Years 9–13: 0.8% per year Years 14–20: 1.0% per year Cumulative revision rate at 20 years consistent with the Swedish National Hip Arthroplasty Registry | Utility values Source: Swedish Hip Arthroplasty Registry and published literature Pre-operative: 0.40 QALY Post-operative primary: 0.73 QALY Post-operative revision: 0.60 QALY Total disutility primary: –0.10 QALY Total disutility revision: –0.20 QALY Revision Source: Norwegian Arthroplasty Registry Years 1–11: annual rate determined by Kaplan-Meier analysis Years 12–20: annual rate determined to match Swedish Knee Arthroplasty Registry and cohort studies at 20 years Patients aged 60 years: revision rate for cohorts < 70 years Patients aged 75 years: revision rate for cohorts ⩾ 70 years |
| Malalignment definition | Exceeding 3 degrees from mechanical axis (one study) Exceeding 0 degrees from mechanical axis (two studies) | Exceeding 3 degrees from mechanical axis | Not defined | Not defined |
| Model parameter (cost) | TKR Source: NHS Reference Costs 2003 Healthcare Resource Group H04 (primary): £5,197 (sensitivity £4,218 to £6,217) Simple revision: £6,234 (sensitivity £5,043 to £7,972) Complex revision: £7,326 (sensitivity £5,086 to £11,307) Other treatment: £2,844 (sensitivity £1,428 to £5,579) Computer navigation Source: not stated Navigation system: not stated Software: not stated Maintenance: not stated Amortization: 5 years Cost per case: estimated £235 at 250 cases/year (inclusive of system, warranty, disposables, additional operating time) | TKR Source: 2006 Medicare reimbursement Diagnosis Related Group 544 (primary): $11,018 (sensitivity $8,000 to $20,000) Diagnosis Related Group 545 (revision): $13,922 (sensitivity $10,000 to $30,000) Computer navigation Source: Published industry sources, 8 vendors representing 5 computer navigation equipment manufacturers Navigation system: not stated Software: not stated Maintenance: not stated Amortization: not stated Cost per case: $1,500 baseline estimate (sensitivity $650 to $4,000) | TKR Source: Massachusetts General Hospital billing department Diagnosis Related Group 544 (primary): $15,574 Diagnosis Related Group 545 (revision): $20,728 Computer navigation Source: Massachusetts General Hospital purchasing department Navigation system: $100,000 Software: $40,000 Maintenance: $20,000 per year Amortization: 5 years at $48,000 per year Cost per case: not stated | TKR Source: not stated Diagnosis Related Group 209A (primary): NOK 146,135 Diagnosis Related Group 209B (revision): NOK 192,418 Computer navigation Source: Brainlab Scandinavia Navigation system: NOK 1,082,500 Amortization: 5 years at NOK 216,500 per year Cost per case: not stated (additional NOK 200 for disposables) |
| Sensitivity analysis | Yes | Yes | Yes | Yes |
| Annual discounting | 3.5% per year | 3% per year (sensitivity 0% to 5%) | 3% per year | 4% per year |
| CE threshold | 30,000 GBP | 50,000 USD | 50,000 USD | 500,000 NOK |
| ICER | N/A | 45,554 USD | N/A | N/A |
| Summary | CAS cost-effective Dominant strategy in 75.89% of 10,000 simulations Cost saving in 99.53% of 10,000 simulations 92% cost-effective based on nominated cost-effectiveness threshold | Base case scenario: $1,500 per case; net QALY gain of 0.019 and net additional cost of $871 USD with an ICER of $45,554/QALY. Cost-effective at threshold of $100,000/QALY by 12.13 years, and at $50,000/QALY by 14.56 years. Across 1,000 simulations in the sensitivity analysis, 54% ICER < $50,000/QALY and 74% ICER < $100,000/QALY | At the CE threshold of 50,000 USD, relative reductions in the rate of revision surgery over a 20-year period are required at a cost of 48,000 USD per year for the following annual case volumes: 25/year: 13% reduction 150/year: 2.5% reduction 250/year: 2% reduction | Over a 20-year cycle, assuming only additional costs incurred and no change in outcomes from navigation: QALY gain: 7.44 (60 yrs) and 5.46 (75 yrs) Additional costs: 25 cases/year: NOK 1,037 (60 yrs), NOK 1,414 (75 yrs) 250 cases/year: NOK 128 (60 yrs), NOK 175 (75 yrs) To meet CE threshold, relative reduction in rate of revision at 10 years required: 25 cases/year: 7.5% (60 yrs), 7% (75 yrs) 250 cases/year: 1% (60 yrs), 1% (75 yrs) |
| Limitations | Serious complication not defined or described Wide variation in range of estimated utilities used in sensitivity analysis due to lack of data, not necessarily reflect of realistic scenario | Inconsistencies in figures reported (4.7% vs. 4.8% cumulative revision to 15 years for neutral alignment, reporting of years 5–15 vs. years 6–15) | Estimates of transition probabilities – historical data which may vary between different volume centres, does not account for losses in HRQOL prior to revision, assumption that no re-revisions were required, did not factor indirect costs, cost estimates are for local situation | Misleading as 60-year-old cohort represents revision rate for under 70s, and 75-year-old cohort represents revision rate for ⩾ 70s. Does not account for direct costs of additional operating time Utility values are historical and extrapolated from literature |
| Sensitivity analysis | Deterministic and probabilistic One-way: utility | Probabilistic One-way: alignment, utility, cost, discount rate, follow-up duration | Deterministic Two-way: hospital volume, annual cost of computer navigation, revision rate, cost-effectiveness of computer navigation | Deterministic Two-way: patient volume, probability of revision, cost-effectiveness of computer navigation, age cohorts |
Note. TKR, total knee replacement; QALY, quality-adjusted life year; CAS, computer assisted surgery; CE, cost-effectiveness; ICER, incremental cost-effectiveness ratio; HRQOL, health-related quality of life.
Fig. 2Formula for the incremental cost-effectiveness ratio (ICER).
Note. QALY, quality-adjusted life year.