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76 <strong>Pay</strong> <strong>for</strong> <strong>Quality</strong> KCE Reports 118<br />

Studies in the USA finding an absence of effect of P4Q on many measures focused<br />

relatively more on programmes using voluntary P4Q schemes 174 , 175 , 195 , 206 , although<br />

this cannot be generalized (the QOF in the UK is also a voluntary scheme) (C). One<br />

study specifically studied the hypothesis that voluntary schemes will lead to a selection<br />

bias of overly representation of already high per<strong>for</strong>mers, which might rein<strong>for</strong>ce a lesser<br />

room <strong>for</strong> improvement 206 . These authors found that in each of the tested periods there<br />

was such a selection bias <strong>for</strong> only one or two of the tested eleven indicators (S).<br />

Communication and participant awareness of the programme is identified in this review<br />

as an important factor of influence affecting P4Q results (S). A number of studies finding<br />

no P4Q effects clearly relate this to an absent or insufficient awareness of the existence<br />

and the elements of a P4Q programme 183 , 184 . Especially in preventive care this might<br />

have limited P4Q effects. For preventive targets it also was not always clear who was<br />

responsible <strong>for</strong> providing care (e.g. vaccinating by GPs versus by other public preventive<br />

services involved).<br />

When looking at different communication strategies we observe that the studies that<br />

made use of more extensive and more direct communication to the involved providers<br />

in general found more positive P4Q effects (S). A similar observation can be made in<br />

terms of the importance of the involvement of all stakeholders, in the first place the<br />

providers themselves, when developing the P4Q programme. However, here again it<br />

has to be noted that findings <strong>for</strong> studies with high involvement remain mixed (C).<br />

As illustrated both in the UK and the USA, P4Q programmes are often a part of a larger<br />

quality improvement initiative and there<strong>for</strong>e combined with other interventions such as<br />

feedback, education, public reporting, etc. In the UK this seems to have rein<strong>for</strong>ced the<br />

P4Q effect (S). In the USA the combination effects are more mixed (C). Reiter et al<br />

(2006) 221 found a significant influence of interventions to support structure and process<br />

change (W). A few supportive elements are almost indispensable when implementing<br />

P4Q: the presence of a quality measurement system and the use of feedback. These are<br />

already interventions as such. A few USA programmes treat these aspects as the<br />

responsibility of the providers themselves, but in the majority of programmes these<br />

elements are bundled into one package of interventions. At the moment the added<br />

value of adding staffing support, education, public reporting, guideline distribution,<br />

patient engagement, etc. remains unclear. Many studies with positive results make use of<br />

one or more of these supportive means in combination with P4Q, but the contribution<br />

of each element as such to the combined effect cannot be isolated. Concerning IT<br />

138 , 186 , 194 , 198 , 199 ,<br />

support multiple studies report a positive significant relationship (W)<br />

202 , 207 .<br />

5.1.5 Evaluation of the programme<br />

With regard to sustainability of change there is strong evidence that target per<strong>for</strong>mance<br />

does not regress while being incentivized (S). The evolution of target per<strong>for</strong>mance after<br />

it has been dropped from a P4Q indicator set is at present unknown (N). In addition,<br />

while being incentivized, there seems to be an upper limit in terms of how far any target<br />

can improve (S). This corresponds with the concept of ‘room <strong>for</strong> improvement’. After a<br />

target has reached a plateau of per<strong>for</strong>mance the goal could shift from improving<br />

towards sustaining the level of quality of care.<br />

Evaluation is used to assess P4Q programme per<strong>for</strong>mance (S). However, this review can<br />

only report this <strong>for</strong> programmes reported in peer reviewed literature. This is likely<br />

distorted by publication bias.<br />

In terms of reviewing and revising the process currently there is no evidence of a<br />

widespread iterative and cyclical approach of quality improvement (N). This may be due<br />

to the still early stage of P4Q dissemination.

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