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The Evaluation of 'Behavioural Additionality' - IWT

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CHAPTER 1 > <strong>Evaluation</strong> <strong>of</strong> Behavioural Additionality. Concept Paper.<br />

><br />

As an overall comment on this survey<br />

approach it may be noted that a written<br />

questionnaire may miss many <strong>of</strong> the feedback<br />

loops that are likely to be present – for<br />

example while the influence may initially<br />

only be on R&D personnel, by means <strong>of</strong><br />

other company processes they may eventually<br />

influence business strategy. <strong>The</strong>re is also<br />

the issue <strong>of</strong> who answers the survey – fairly<br />

easy in an SME but more complicated in a<br />

large firm where the grant holder may be<br />

disconnected from strategic decisions.<br />

Also not covered here are behavioural<br />

spillovers to other firms which could occur<br />

through imitation <strong>of</strong> good practice, perhaps<br />

via the firm’s networks, or through competitive<br />

pressure. Our experience is that the<br />

funded firm is generally poorly informed<br />

about any spillovers other than product imitation.<br />

Similarly, non-participants generally<br />

find it difficult to attribute the source <strong>of</strong><br />

behavioural aspects.<br />

6. FUTURE RESEARCH AGENDA<br />

<strong>The</strong> preliminary thinking embodied in this<br />

paper raises many more issues than it<br />

resolves. In consequence an agenda for further<br />

research remains which includes the following<br />

elements:<br />

FIRST TRIAL OF QUESTIONS<br />

<strong>The</strong> questions in this paper will after further<br />

development be used in a survey by <strong>IWT</strong>,<br />

Flanders <strong>of</strong> its granting programme. While<br />

part <strong>of</strong> a real evaluation this will also serve<br />

as a pilot for the investigation <strong>of</strong> behavioural<br />

additionality. <strong>The</strong> strength <strong>of</strong> the<br />

pilot will be greatly enhanced if the other<br />

countries that have expressed interest also<br />

join the exercise. Two possibilities exist:<br />

1) that the same questions and approach are<br />

used to test their efficacy and results in<br />

different national contexts; or<br />

2) that the other participants pursue alternative<br />

approaches on a pilot basis chosen<br />

from the items discussed below<br />

CASE-STUDY APPROACH<br />

Had there not been a need for a postal<br />

instrument, the first choice for phase one <strong>of</strong><br />

this work would have been to explore the<br />

issues through in depth case studies <strong>of</strong> firms.<br />

For large firms this remains the preferred<br />

option as the strategic processes are probably<br />

too complicated to capture in a questionnaire<br />

and in any case require multiple<br />

respondents. Interview based approaches<br />

would also allow more complex survey<br />

approaches to be tried. In particular there is<br />

a proposal to apply conjoint analysis to the<br />

issue as a means <strong>of</strong> avoiding possible positive<br />

bias in favour <strong>of</strong> receiving funds.<br />

Though mainly applied to consumer preferences<br />

in marketing analyses it is possible<br />

that this technique could be used to compare<br />

desired project outcomes. <strong>The</strong> main<br />

drawback is that it requires some considerable<br />

patience on the part <strong>of</strong> the respondent<br />

to work through the options. Also it does<br />

not avoid the problem <strong>of</strong> being dependent<br />

upon the opinions <strong>of</strong> beneficiaries.<br />

ETHNOGRAPHIC APPROACH<br />

A more ambitious form <strong>of</strong> case study would<br />

be to track a grant through its life cycle with<br />

the aim <strong>of</strong> cataloguing effects as they occur<br />

by observation rather than relying on ex<br />

post hindsight.<br />

EXTENSION TO OTHER INNOVATION<br />

POLICIES AND TO POLICY MIX ISSUES<br />

When firms are in actual or potential receipt<br />

<strong>of</strong> multiple incentives and forms <strong>of</strong> support<br />

for innovation it is artificial to separate only<br />

one – the research grant. A future phase <strong>of</strong><br />

the study should extend the behavioural<br />

additionality concept to other policies and to<br />

their combined impact. Certain types <strong>of</strong> policy<br />

(eg advisory and consultancy services) are<br />

explicitly targeted at behaviour <strong>of</strong> firms. On<br />

the other hand behavioural effects may interact<br />

positively or negatively between policies.<br />

CONSIDERATION OF NEGATIVE<br />

BEHAVIOURAL EFFECTS<br />

This paper has mainly assumed that behavioural<br />

effects <strong>of</strong> grants are positive and<br />

intentional. <strong>The</strong>re is also the situation where<br />

they are negative and unintentional - or<br />

even in some case negative and intentional.<br />

An example <strong>of</strong> negative and unintentional<br />

would be to lead a firm into an alliance<br />

which turned out to be unproductive and<br />

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