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Knowledge Intensive Services' Suppliers and Clients

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25<br />

Individual manufacturing industries in the EU were clustered into groups sharing<br />

similarities with respect to use of KIBS <strong>and</strong> other inputs. 4 clusters of industries<br />

were distinguished:<br />

• high inputs of transport services<br />

• high inputs of retail <strong>and</strong> advertising services<br />

• high inputs of knowledge-based services<br />

• other industries.<br />

The analysis tended to reveal higher productivity <strong>and</strong> higher growth in value added<br />

for the third group of manufacturing industries in the EU. Lower declines in<br />

employment, <strong>and</strong> greater quality differentiation (lower price competition), were<br />

also noted for industries with high inputs of knowledge-based services.<br />

As noted, it would be valuable to extend this work with European clustering data;<br />

not least to see how far EU patterns of KIBS use correspond to those in the US. It<br />

might be hypothesised that stronger relations should be found where locally<br />

validated clusters are identified <strong>and</strong> employed. Service sectors might also be<br />

included in the cluster <strong>and</strong> subsequent analysis.<br />

But the general thrust of the data analysis tends to support the view that the use of<br />

KIBS enhances the performance o those sectors that consume more of them. The<br />

same conclusion is reached from a rather different set of IO approaches.<br />

Econometric estimations<br />

Several recent studies use IO data in production function analyses. Antonelli<br />

(2000) argues that KIBS contribute to innovation <strong>and</strong> thus to performance by<br />

enabling information flows that support learning <strong>and</strong> adaptation. (In addition to the<br />

classic tools for increasing innovation <strong>and</strong> absorption capacity of in-house R&D<br />

etc.).Two types of KIBS were differentiated (reflecting this emphasis on<br />

information flows): communication services <strong>and</strong> business services. The rates of<br />

growth in the use of these two types of knowledge service should be associated with<br />

increasing productivity among their users (again, at a sectoral rather than firm<br />

level). IO data for a number of European countries (Italy, UK, Germany, France<br />

<strong>and</strong> the Netherl<strong>and</strong>s) was tested, <strong>and</strong> demonstrated that in all five countries. The use<br />

of business <strong>and</strong> communication services was correlated with their rate of growth.<br />

(See Box 1) The correlation with use of communications <strong>and</strong> business services<br />

taken together was statistically significant for most countries (weak results for<br />

Germany <strong>and</strong> the Netherl<strong>and</strong>s). In analyses that only included either business or<br />

communication services, the results for the Netherl<strong>and</strong>s were again weak, while the

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