A systematic review and economic model of the effectiveness and ...
A systematic review and economic model of the effectiveness and ...
A systematic review and economic model of the effectiveness and ...
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Extrapolation<br />
A secondary analysis extends <strong>the</strong> time horizon<br />
from 1 year to when <strong>the</strong> cohort reaches 18 years <strong>of</strong><br />
age. In this secondary analysis, it is assumed that<br />
patients on active medication are given an annual<br />
drug-free period <strong>of</strong> 2 weeks to assess <strong>the</strong> ongoing<br />
need for medication. A proportion <strong>of</strong> patients,<br />
whose symptoms are found to be in remission, do<br />
not resume medication following this 2-week drugfree<br />
period. The <strong>model</strong> also incorporates <strong>the</strong><br />
proportion <strong>of</strong> patients on no treatment who<br />
experience remission from symptoms, <strong>and</strong> hence<br />
are no longer defined as non-responders. The<br />
<strong>model</strong> makes <strong>the</strong> simple assumption that patients<br />
not in remission will return to <strong>the</strong>ir pre-drug-free<br />
period medication, that this medication will be<br />
tolerated <strong>and</strong> that <strong>the</strong> patient will continue to<br />
respond on medication as before. Patients in<br />
remission are assumed to be identical to<br />
responders in terms <strong>of</strong> utility <strong>and</strong> non-drug health<br />
expenditure.<br />
In this extended analysis, costs are discounted at<br />
an annual rate <strong>of</strong> 6%, <strong>and</strong> health benefits are<br />
discounted at an annual rate <strong>of</strong> 1.5%, in<br />
accordance with NICE guidance.<br />
Clinical <strong>effectiveness</strong><br />
As identified in <strong>the</strong> clinical <strong>effectiveness</strong> <strong>review</strong> in<br />
Chapter 4, <strong>the</strong>re is huge variation in <strong>the</strong><br />
instruments used <strong>and</strong> <strong>the</strong> outcomes reported<br />
regarding <strong>the</strong> clinical <strong>effectiveness</strong> <strong>of</strong> alternative<br />
treatment options. This reflects <strong>the</strong> lack <strong>of</strong><br />
consensus on what constitutes successful treatment<br />
<strong>of</strong> ADHD in <strong>the</strong> absence <strong>of</strong> a biological marker<br />
<strong>and</strong> hampers between-study comparisons. The<br />
clinical <strong>effectiveness</strong> <strong>review</strong> addressed this issue <strong>of</strong><br />
disparity by identifying <strong>the</strong> most valid <strong>and</strong> reliable<br />
measure in consultation with a clinical expert <strong>and</strong><br />
adopting a st<strong>and</strong>ard method <strong>of</strong> presentation. Thus<br />
Chapter 4 presents an overview <strong>of</strong> <strong>the</strong> change in<br />
mean score on <strong>the</strong> Conners’ Teachers<br />
Hyperactivity Subscale (CTRS-H) <strong>and</strong> Conners’<br />
Parent Hyperactivity Subscale (CPRS-H). Although<br />
this measure facilitates comparison across a large<br />
number <strong>of</strong> studies, <strong>the</strong>re are limitations in its use<br />
in a decision-analytic <strong>model</strong>. As noted in <strong>the</strong><br />
literature <strong>review</strong> in Chapter 4, if this measure is<br />
used, a gain <strong>of</strong> one point on <strong>the</strong> scale is valued <strong>the</strong><br />
same, regardless <strong>of</strong> where one begins on that scale,<br />
so <strong>the</strong> relative value <strong>of</strong> different effect sizes is not<br />
readily interpretable. In addition, no published<br />
studies were available to provide a link between<br />
mean CTRS-H or CPRS-H score <strong>and</strong> utility data.<br />
In order to identify <strong>the</strong> most optimal treatment<br />
strategy in a decision-analytic <strong>model</strong>, one must be<br />
able to value <strong>the</strong> differences in outcome, <strong>and</strong> this<br />
© Queen’s Printer <strong>and</strong> Controller <strong>of</strong> HMSO 2006. All rights reserved.<br />
Health Technology Assessment 2006; Vol. 10: No. 23<br />
is not currently possible with mean CTRS-H or<br />
CPRS-H score.<br />
Alongside mean scores on various rating scales, a<br />
proportion <strong>of</strong> studies also report response rates to<br />
treatment. These indicate <strong>the</strong> percentage <strong>of</strong><br />
children who reach a specified level <strong>of</strong><br />
improvement. Response rates would be preferred<br />
from an <strong>economic</strong> evaluation perspective for two<br />
reasons. First, <strong>the</strong>y explicitly identify a clinically<br />
meaningful change on <strong>the</strong> rating scale used to<br />
determine <strong>effectiveness</strong>. Second, <strong>the</strong> utility data<br />
currently available for patients with ADHD pertain<br />
to <strong>the</strong> states <strong>of</strong> ‘responder’ <strong>and</strong> ‘non-responder’.<br />
Therefore, an <strong>economic</strong> <strong>model</strong> based on response<br />
can estimate a cost per QALY, which is more<br />
interpretable <strong>and</strong> generalisable than a cost per<br />
point gain in CTRS-H or CPRS-H. On <strong>the</strong> o<strong>the</strong>r<br />
h<strong>and</strong>, <strong>the</strong>re are limitations with <strong>the</strong> use <strong>of</strong><br />
response rate as a measure <strong>of</strong> clinical <strong>effectiveness</strong>,<br />
primarily owing to <strong>the</strong> lack <strong>of</strong> an agreed definition<br />
<strong>of</strong> response to treatment for ADHD. This makes<br />
comparisons between studies difficult as <strong>the</strong>y may<br />
use different definitions.<br />
Hence <strong>the</strong> measure <strong>of</strong> clinical <strong>effectiveness</strong> in <strong>the</strong><br />
<strong>economic</strong> <strong>model</strong> is response rate to treatment.<br />
This reflects <strong>the</strong> approach used in <strong>the</strong> existing<br />
<strong>economic</strong> literature <strong>and</strong> <strong>the</strong> manufacturers’<br />
submissions, but must be interpreted according to<br />
<strong>the</strong> caveats used in calculating response rates. The<br />
<strong>model</strong> considers a number <strong>of</strong> different sets <strong>of</strong><br />
response rates, each estimated from <strong>the</strong> clinical<br />
studies with different inclusion criteria. The first<br />
set <strong>of</strong> response rates was estimated using <strong>the</strong> most<br />
common definition <strong>of</strong> response in <strong>the</strong> included<br />
studies, namely a score <strong>of</strong> 1 or 2 (much improved<br />
or improved) on <strong>the</strong> clinician-rated Clinical Global<br />
Impression improvement subscale (CGI-I). These<br />
rates are used in <strong>the</strong> base case analysis. This allows<br />
a comparison <strong>of</strong> all relevant treatment strategies<br />
without making assumptions about <strong>the</strong><br />
comparability <strong>of</strong> different definitions <strong>of</strong> response.<br />
The second definition <strong>of</strong> response is a score <strong>of</strong> 1<br />
or 2 on <strong>the</strong> clinician-rated Clinical Global<br />
Impression severity subscale (CGI-S). There was<br />
no estimate available for <strong>the</strong> response rate to DEX<br />
using this definition. A third group <strong>of</strong> trials<br />
defined response as a reduction <strong>of</strong> ≥ 25% on <strong>the</strong><br />
parent-rated ADHD-RS. Measures <strong>of</strong> response<br />
according to this criterion were only available for<br />
placebo, ATX <strong>and</strong> ER-MPH12. Hence for this<br />
third definition <strong>of</strong> response, fur<strong>the</strong>r <strong>model</strong>ling was<br />
required in order to compare all relevant<br />
treatment strategies [details follow in <strong>the</strong> section<br />
‘Sensitivity to structural assumption regarding<br />
MPH’ (p. 117)]. Finally, estimates <strong>of</strong> response<br />
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