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On the real effects of private equity investment: evidence from new ...

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in pro…t taxes does little to explain <strong>the</strong> cross-country cross-industry variation in entry ratesbetween high and low entry industries, and nei<strong>the</strong>r does a higher level <strong>of</strong> human capital oraccounting for <strong>the</strong> business cycle. Again, <strong>the</strong> e¤ect <strong>of</strong> <strong>private</strong> <strong>equity</strong> survives all robustnesschecks, including <strong>the</strong> horse race.As mentioned before, our data contains information on <strong>the</strong> distribution <strong>of</strong> <strong>private</strong> <strong>equity</strong><strong>investment</strong> across 17 di¤erent industries as classi…ed by EVCA. This calls for a disaggregatedapproach in which we replace our measure <strong>of</strong> <strong>private</strong> <strong>equity</strong> <strong>investment</strong> at <strong>the</strong> country level(EV CA i ) with a measure <strong>of</strong> <strong>private</strong> <strong>equity</strong> <strong>investment</strong> at <strong>the</strong> country and industry level(EV CA ik ). The …rst di¢ culty is that <strong>the</strong> disaggregated data comes by country <strong>of</strong> management,unlike data on total <strong>private</strong> <strong>equity</strong> <strong>investment</strong>, which is reported both by country<strong>of</strong> management and country <strong>of</strong> destination. We convert <strong>the</strong> industry data by country <strong>of</strong>management into country <strong>of</strong> destination by assuming that in each industry, <strong>the</strong> gap between<strong>private</strong> <strong>equity</strong> by country <strong>of</strong> management and by country <strong>of</strong> destination is <strong>the</strong> same as <strong>the</strong>gap between <strong>private</strong> <strong>equity</strong> by country <strong>of</strong> management and by country <strong>of</strong> destination for <strong>the</strong>whole economy. This approach is obviously prone to measurement error and so <strong>the</strong> resultswe report should be taken with caution. The second di¢ culty deals with <strong>the</strong> issue <strong>of</strong> <strong>the</strong>NACE rev. 1.1 -> EVCA industry classi…cation translation key, highlighted in Section 2,for which we use <strong>the</strong> translation key developed and presented in Table 4. After repeating<strong>the</strong> estimation reported in Table 5, this time with disaggregated industry data, <strong>the</strong> e¤ect on<strong>new</strong> business incorporation <strong>of</strong> <strong>the</strong> interaction <strong>of</strong> <strong>private</strong> <strong>equity</strong> with <strong>the</strong> industry’s "natural"entry rates are still economically and statistically signi…cant.Finally, we use <strong>the</strong> fact that <strong>the</strong> data <strong>from</strong> EVCA also allows us to account for <strong>the</strong>staging <strong>of</strong> <strong>private</strong> <strong>equity</strong> <strong>investment</strong> (seed, start-up, expansion and replacement, and buyout),and for <strong>investment</strong> by type <strong>of</strong> investor (independent, captive, semi-captive, or publicfunds). The caveats <strong>of</strong> <strong>the</strong> previous paragraph apply again in <strong>the</strong> sense that <strong>the</strong> data onstaging and investor type comes by country <strong>of</strong> management only, and so our conversion<strong>of</strong> <strong>the</strong> data into country <strong>of</strong> destination relies on <strong>the</strong> assumption that <strong>the</strong> gap between, forexample, venture capital <strong>investment</strong> by country <strong>of</strong> management and by country <strong>of</strong> destinationECBWorking Paper Series No 1078August 200929

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