U.S. flag

An official website of the United States government

NCBI Bookshelf. A service of the National Library of Medicine, National Institutes of Health.

Lecky F, Russell W, Fuller G, et al. The Head Injury Transportation Straight to Neurosurgery (HITS-NS) randomised trial: a feasibility study. Southampton (UK): NIHR Journals Library; 2016 Jan. (Health Technology Assessment, No. 20.1.)

Cover of The Head Injury Transportation Straight to Neurosurgery (HITS-NS) randomised trial: a feasibility study

The Head Injury Transportation Straight to Neurosurgery (HITS-NS) randomised trial: a feasibility study.

Show details

Appendix 7Chapter 4 (health-economic) literature reviews and additional analyses

Cost-effectiveness model sensitivity analyses

Parameter uncertainty sensitivity analyses

TABLE 36

Best- and worst-case scenario analyses examining the influence of bypass parameters on model results

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Bypass: best caseBypass25,99613.28239,53075301.000.00372,29310,7331.000.00
Selective transfer27,11912.96232,00000.001.00361,56000.001.00
Routine transfer27,27013.02233,03310330.001.00363,18516250.001.00
No transfer26,87612.68226,818–51820.001.00353,664–78960.001.00
Bypass: worst caseBypass (observed)31,86212.94226,962–47440.001.00356,374–46560.001.00
Selective transfer26,94212.93231,70600.220.78361,03000.200.80
Routine transfer27,09412.99232,74610400.770.23362,66616360.790.21
No transfer26,71412.66226,484–52220.010.99353,083–79470.010.99

Strategy with highest net benefit denoted by shading. Bypass relative effectiveness and inpatient cost parameters fixed at the 2.5th/97.5th quantiles. Other parameters treated probabilistically. Selective transfer is baseline comparator for calculation of mean incremental NMB.

TABLE 37

Threshold analysis examining the value of bypass parameters required for cost-effectiveness

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Bypass: threshold analysisBypass28,45813.14234,41921740.750.25365,85741000.850.16
Selective transfer26,77912.95232,24500.001.00361,75700.001.00
Routine transfer26,92713.01233,33410890.220.78363,46517080.150.85
No transfer26,51012.68227,103–51420.001.00353,909–78480.001.00

Results are shown for scenario where distributions for bypass parameters are set at the most favourable 0.05th quantile from the median value.

Strategy with highest net benefit denoted by shading. Bypass relative effectiveness and inpatient cost parameters fixed at the 55th quantile. Other parameters treated probabilistically. Selective transfer is baseline comparator for calculation of mean incremental NMB.

TABLE 38

Probabilistic sensitivity analysis examining the influence of alternative utility estimates

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMBProbability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Utility estimates (Aoki et al.77)Bypass29,04512.74225,7094330.430.57353,08616700.480.52
Selective transfer27,00512.61225,27500.120.88351,41600.090.91
Routine transfer27,16012.67226,28710120.430.57353,01115950.410.59
No transfer26,77412.32219,718–55570.010.99342,964–84520.010.99

Strategy with highest net benefit denoted by shading.

TABLE 39

Probabilistic sensitivity analysis examining the influence of alternative estimates for baseline outcomes for patients requiring acute neurosurgery

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Alternative acute neurosurgery baseline outcomes (Taussky et al.76)Bypass29,62113.02230,6847500.450.55360,83722560.520.48
Selective transfer27,36112.86229,93400.090.91358,58100.070.93
Routine transfer27,49212.93231,01110770.440.56360,26216810.40.6
No transfer27,10512.59224,769–51650.010.99350,707–78740.010.99

Strategy with highest net benefit denoted by shading.

TABLE 40

Probabilistic sensitivity analysis examining the influence of alternative specification of incremental costs for the acute neurosurgery subgroup

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Neurosurgery (transfer costs only)Bypass27,32213.09234,52029570.620.38365,44145750.650.35
Selective transfer27,04312.93231,56300.050.95360,86600.040.96
Routine transfer27,17012.99232,69311300.310.69362,62417580.310.69
No transfer26,85612.66226,342–52210.010.99352,940–792601
Neurosurgery (NHIR incremental costs)Bypass27,86513.1234,22524170.580.42365,27040460.620.38
Selective transfer27,02412.94231,80800.070.93361,22400.060.94
Routine transfer27,17313232,85510470.330.67362,86816440.320.68
No transfer26,77912.68226,728–50800.010.99353,481–77430.010.99

Strategy with highest net benefit denoted by shading.

TABLE 41

Probabilistic sensitivity analysis examining the influence of alternative specification of relative effectiveness for major extracranial injury associated with bypass

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Mean incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Mean incremental NMB (£)Probability cost-effectiveError
Bypass incremental costs (expert opinion)Bypass27,17513.06234,06526110.600.40364,68439260.610.39
Selective transfer27,15612.93231,45300.060.94360,75800.050.95
Routine transfer27,27812.99232,57911260.340.66362,50817490.340.66
No transfer26,92012.66226,261–51920.010.99352,852–79060.010.99

Strategy with highest net benefit denoted by shading.

TABLE 42

Probabilistic sensitivity analysis examining the influence of alternative specification of relative effectiveness for major extracranial injury associated with bypass

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Mean incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Mean incremental NMB (£)Probability cost-effectiveError
Elicited or for extracranial injuryBypass28,90613.09232,9026510.420.58363,80520080.480.52
Selective transfer26,84312.95232,25100.100.90361,79800.070.93
Routine transfer26,98413.02233,32010690.460.54363,47216740.440.56
No transfer26,58312.68226,994–52570.010.99353,782–80150.010.99

Strategy with highest net benefit denoted by shading.

TABLE 43

Probabilistic sensitivity analysis examining the influence of alternative specification of suspected significant TBI population case mix

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Population subgroups: NEAS estimateBypass27,76213.25237,2915670.430.57369,81815570.470.53
Selective transfer26,35113.15236,72400.10.9368,26100.080.92
Routine transfer26,52713.22237,77810540.450.55369,93016690.440.56
No transfer26,12712.89231,585–51390.010.99360,441–78200.010.99
Population subgroups: NWAS estimateBypass36,37312.29209,53543150.610.39332,45491470.70.3
Selective secondary transfer30,95411.81205,22000.060.94323,30700.040.96
Routine transfer30,84311.88206,68814680.30.7325,45321460.260.74
No transfer30,69911.5199,237–598301314,205–910201

Strategy with highest net benefit denoted by shading.

TABLE 44

Probabilistic sensitivity analysis examining the influence of assumptions regarding post-discharge costs

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Post-discharge costsaBypass14,89213.07246,5333240.430.57377,24616660.480.52
Selective transfer12,53212.94246,20900.120.88375,58000.090.91
Routine transfer12,93513.00247,0087990.430.57376,98014000.410.59
No transfer11,70112.67241,612–45980.010.99368,268–73120.010.99
a

Post-discharge TBI (first-year and longer-term) costs set to the 2.5th quantile of their elicited probability distributions.

Strategy with highest net benefit denoted by shading.

TABLE 45

Probabilistic sensitivity analysis examining the influence of increased mortality rates in head injury and major trauma patients

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Decreased life expectancyBypass25,69311.49204,18713720.510.49319,12727940.560.44
Selective transfer24,22211.35202,81500.080.92316,33300.060.94
Routine transfer24,39811.41203,7429270.390.61317,81214790.370.63
No transfer23,91311.12198,491–43240.010.99309,692–66410.010.99

Strategy with highest net benefit denoted by shading.

Structural sensitivity analyses

TABLE 46

Probabilistic sensitivity analysis examining the influence of the relative effectiveness proportional odds assumption

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Modifying the proportional odds assumptionaBypass29,02713.05231,9866480.480.52362,49319750.550.45
Selective transfer27,02012.92231,33800.120.88360,51700.090.91
Routine transfer27,04412.96232,1077690.380.62361,68311660.360.64
No transfer28,36612.68225,294–60440.010.99352,123–83940.011.00
a

Odds ratio for unfavourable outcome is applied, but the proportions of patients in each constituent GOS category of the dichotomised outcome group is determined by the baseline risk.

Strategy with highest net benefit denoted by shading.

TABLE 47

Probabilistic sensitivity analysis examining the influence of discount rate on model results

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Discount rate 1.5%Bypass (observed)35,08817.06306,17224760.550.45476,80345610.590.41
Selective transfer33,39716.85303,69600.060.94472,24200.050.95
Routine transfer33,41616.93305,27515790.370.63474,62023780.360.64
No transfer33,36816.50296,614–70820.010.99461,606–10,6360.001.00
Discount rate 6.0%Bypass24,2319.97175,1612830.420.58274,85715130.480.52
Selective transfer22,0549.85174,87800.120.88273,34400.090.91
Routine transfer22,2709.89175,6147360.450.56274,55712130.420.58
No transfer21,6599.64171,195–36830.010.99267,622–57220.010.99

Strategy with highest net benefit denoted by shading.

TABLE 48

Probabilistic sensitivity analysis examining theoretical strategies of pre-hospital triage with full compliance and no transfer with no referral of patients requiring acute neurosurgery

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Alternative comparatorsBypass29,59113.12232,88914660.490.51364,12934320.580.42
Bypass: 100% complianceSelective transfer27,12612.93231,42300.090.91360,69700.060.94
No transfer: no neurosurgical transfersRoutine transfer27,26512.99232,54311200.400.60362,44717500.350.65
No transfer30,33312.55220,607–10,8160.001.00346,076–14,6210.001.00

Strategy with highest net benefit denoted by shading.

TABLE 49

Probabilistic sensitivity analysis examining non-direct health effects of bypass

Sensitivity analysisStrategyMean cost (£)Mean QALYλ = £20,000λ = £30,000
Mean NMB (£)Incremental NMB (£)Probability cost-effectiveErrorMean NMB (£)Incremental NMB (£)Probability cost-effectiveError
Utility decrement for bypassing mild TBI casesBypass28,93413.04231,9555090.420.58362,39916640.480.52
Selective transfer27,13312.93231,44600.100.90360,73500.070.93
Routine transfer27,25912.99232,55711110.460.54362,46517300.440.56
No transfer26,90412.65226,188–52570.010.99352,735–80010.010.99

Strategy with highest net benefit denoted by shading.

Expected value of perfect information

TABLE 50

Individual and population EVPI for model parameters at different cost-effectiveness thresholds, under different assumptions for population that might benefit from future research

AssumptionIndividual EVPI (£) (λ =)Population EVPI (£) (λ =)
£0£10,000£20,000£30,000£40,000£50,000£0£10,000£20,000£30,000£40,000£50,000
Base case44598618072594292732928,756,23619,416,94635,589,50751,079,93657,648,28164,824,398
Optimistic scenario445986180725942927329217,366,92338,511,13670,587,431101,310,801114,338,310128,571,260
Pessimistic scenario44598618072594292732922,674,6055,930,93410,870,86615,602,43917,608,75019,800,705

Expected value of partial perfect information

TABLE 51

Individual EVPPI for model parameters under base-case assumptions

Parameter categoryRelevant model inputsInput typePopulation EVPPI (£) at λ =
£0£10,000£20,000£30,000£40,000£50,000
Population subgroupsMild TBIProportion000100
Acute neurosurgeryProportion0018260150106
Head injury requiring critical careProportion0001726429
Head injury requiring ward careProportion0002800
Major extracranial injuryProportion0034200
Relative effectiveness outcomes (vs. selective transfer)Acute neurosurgery: SNC careProportional odds ratio020302728654623
TBI requiring critical care: bypassProportional odds ratio155111322213323882664
TBI requiring critical care: routine transferProportional odds ratio3916250616499435
TBI requiring critical care: no transferProportional odds ratio02521411311
TBI requiring ward care: bypassProportional odds ratio0013200
Major extracranial injury: bypassOdds ratio000400
Inpatient costs (vs. selective transfer)Mild TBI: bypassIncremental cost0001043328
Acute neurosurgery: SNC careIncremental cost34016134011427
TBI requiring critical care: bypassIncremental cost74251472694424241
TBI requiring critical care: routine transferIncremental cost000100
TBI requiring critical care: no transferIncremental cost100000
TBI requiring ward care: bypassIncremental cost0003600
Major extracranial injury: bypassIncremental cost0027810
First-year post-discharge costsGOS severe disabilityMean cost0001800
GOS moderate disabilityMean cost000100
GOS good recoveryMean cost001400
EC injury survivorsMean cost000000
Long-term costsGOS severe disabilityMean cost4300200
GOS moderate disabilityMean cost000200
GOS good recoveryMean cost0087300
EC injury survivorsMean cost0002200
UtilitiesGOS severe disabilityMean utility0003100
GOS moderate disabilityMean utility000100
GOS good recoveryMean utility0004000
EC injury survivorsMean utility000800

EC, extracranial.

TABLE 52

Population EVPPI for model parameters under base-case assumptions

Parameter categoryRelevant model inputsInput typePopulation EVPPI (£) at λ =
£0£10,000£20,000£30,000£40,000£50,000
Population subgroupsMild TBIProportion00020,74400
Acute neurosurgeryProportion00347,3855,125,4202,945,3772,094,278
Head injury requiring critical careProportion45510783,395,5771,265,634573,440
Head injury requiring ward careProportion000545,18500
Major extracranial injuryProportion0774152,908820,49200
Relative effectiveness outcomes (vs. selective transfer)Acute neurosurgery: SNC careProportional odds ratio0387,9495,950,24214,341,03612,887,71312,273,609
TBI requiring critical care: bypassProportional odds ratio291,62810,053,15226,030,71942,001,49847,032,03952,453,233
TBI requiring critical care: routine transferProportional odds ratio770,554320,1954,918,31512,131,5559,828,1638,565,781
TBI requiring critical care: no transferProportional odds ratio0496,243407,628808,166254,226212,872
TBI requiring ward care: bypassProportional odds ratio0013,981622,46919690
Major extracranial injury: bypassOdds ratio00070,89200
Inpatient costs (vs. selective transfer)Mild TBI: bypassIncremental cost0002,042,851643,573553,572
Acute neurosurgery: SNC careIncremental cost58,426784,1753,173,6396,698,1132,252,809525,606
TBI requiring critical care: BypassIncremental cost1,465,8434,941,8859,303,49513,673,4588,343,9314,750,486
TBI requiring critical care: routine transferIncremental cost00010,12900
TBI requiring critical care: no transferIncremental cost12,80900000
TBI requiring ward care: bypassIncremental cost000709,5398070
Major extracranial injury: bypassIncremental cost0045,7751,539,08612,4380
First-year post-discharge costsGOS severe disabilityMean cost000363,53400
GOS moderate disabilityMean cost40028,11100
GOS good recoveryMean cost0015,92869,89400
EC injury survivorsMean cost000000
Long-term costsGOS severe disabilityMean cost839,1240044,47800
GOS moderate disabilityMean cost510047,79600
GOS good recoveryMean cost00152,7061,440,95700
EC injury survivorsMean cost000437,99400
UtilitiesGOS severe disabilityMean utility000608,23700
GOS moderate disabilityMean utility00011,55500
GOS good recoveryMean utility000787,81800
EC injury survivorsMean utility000153,44700

EC, extracranial.

Model inputs denoted by shading have large expected values of partial perfect information at NICE willingness-to-pay thresholds (> £0.5M).

TABLE 53

Individual and population EVPPI for model parameters, grouped by potential study design, under optimistic assumptions for population that might benefit from future research

Model parameterOptimistic scenarioPessimistic scenario
Population EVPPI (λ = )Population EVPPI (λ =)
£0£10,000£20,000£30,000£40,000£50,000£0£10,000£20,000£30,000£40,000£50,000
Patient subgroups81801,714,15912,370,1847,986,9536,158,4361260264,0051,905,1871,230,106948,488
TBI utilities07443558,5264,421,6391,291,890716,8640114686,021680,996198,970110,407
Post-discharge costs1,755,95511,120751,2285,392,6921,024,809490,302270,4431713115,700830,553157,83575,514
Bypass: relative effectivenessa812,66821,724,34554,793,85687,830,16999,243,879111,251,485125,1633,345,8638,439,04613,527,11615,284,99317,134,338
Bypass: inpatient costsa4,639,27812,995,63222,287,92431,067,48820,106,63912,487,650714,5162,001,5153,432,6634,784,8433,096,7131,923,279
a

Compared with selective transfer.

Expected net benefit of sampling

Expected net benefit of sampling under optimistic assumptions for recruitment and technology lifespan

TABLE 54

TABLE 54

Expected net benefit of sampling and study characteristics of definitive HITS-NS trial with differing sample sizes under optimistic assumptions

FIGURE 28. Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £20,000 (optimistic assumptions).

FIGURE 28

Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £20,000 (optimistic assumptions).

FIGURE 29. Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £30,000 (optimistic assumptions).

FIGURE 29

Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £30,000 (optimistic assumptions).

Expected net benefit of sampling under pessimistic assumptions for recruitment and technology lifespan

TABLE 55

TABLE 55

Expected net benefit of sampling and study characteristics of definitive HITS-NS trial with differing sample sizes under pessimistic assumptions

TABLE 56

TABLE 56

Expected net benefit of sampling and study characteristics of definitive HITS-NS trial with differing sample sizes under assumptions consistent with originally envisaged definitive HITS-NS trial

FIGURE 30. Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £20,000 (pessimistic assumptions).

FIGURE 30

Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £20,000 (pessimistic assumptions).

FIGURE 31. Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £30,000 (pessimistic assumptions).

FIGURE 31

Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £30,000 (pessimistic assumptions). Expected net benefit of sampling under assumptions consistent with initially envisaged definitive HITS-NS trial.

FIGURE 32. Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £20,000 (originally planned definitive HITS-NS trial assumptions).

FIGURE 32

Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £20,000 (originally planned definitive HITS-NS trial assumptions).

FIGURE 33. Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £30,000 (originally planned definitive HITS-NS trial assumptions).

FIGURE 33

Expected net benefit of sampling for a definitive HITS-NS cluster randomised trial at λ = £30,000 (originally planned definitive HITS-NS trial assumptions).

Copyright © Queen’s Printer and Controller of HMSO 2016. This work was produced by Lecky et al. under the terms of a commissioning contract issued by the Secretary of State for Health. This issue may be freely reproduced for the purposes of private research and study and extracts (or indeed, the full report) may be included in professional journals provided that suitable acknowledgement is made and the reproduction is not associated with any form of advertising. Applications for commercial reproduction should be addressed to: NIHR Journals Library, National Institute for Health Research, Evaluation, Trials and Studies Coordinating Centre, Alpha House, University of Southampton Science Park, Southampton SO16 7NS, UK.

Included under terms of UK Non-commercial Government License.

Bookshelf ID: NBK338206

Views

  • PubReader
  • Print View
  • Cite this Page
  • PDF version of this title (14M)

Other titles in this collection

Recent Activity

Your browsing activity is empty.

Activity recording is turned off.

Turn recording back on

See more...