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How Do Corporate Venture Capitalists Create Value for ...

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acking is of higher quality (in other words, having the ability to generate superior operating<br />

per<strong>for</strong>mance) compared to the pool of firms going public with IVC backing. We also want to conduct a<br />

similar comparison between IPOs with high and low amounts invested by CVCs. In order to study<br />

whether the pool of firms backed by CVCs is different from that of firms backed by IVCs, we use two<br />

measures: post-IPO operating per<strong>for</strong>mance and post-IPO delisting probabilities.<br />

6.1 Post-IPO Operating Per<strong>for</strong>mance<br />

We compare the operating per<strong>for</strong>mance of various IPO sub-samples using two approaches. First, we<br />

compare unadjusted operating per<strong>for</strong>mance measures <strong>for</strong> the full samples of CVC backed versus IVC<br />

backed firms, and high-CVC-investment versus low-CVC-investment firms. Second, we use a matching<br />

approach where each CVC backed (high-CVC-investment) company is matched to an IVC backed (low-<br />

CVC-investment) firm based on year, Fama and French (1997) industry, and size measured by total<br />

assets. In doing so, we ensure that each CVC backed (high-CVC-investment) company receives a unique<br />

match. We then compare the operating per<strong>for</strong>mance of the two samples of matched firms. 14<br />

To measure operating per<strong>for</strong>mance, we use the following characteristics: (1) profit margin (net<br />

income including extraordinary items (Compustat item 172) divided by sales); (2) EBITDA as a<br />

percentage of assets (Compustat item 6); (3) EBITDA sales margin; (4) return on assets (net income<br />

including extraordinary items over book value of assets); (5) share of capital expenditures (Compustat<br />

item 128) in assets; (6) share of R&D (Compustat item 46) in assets; and (7) growth in sales.<br />

Tables 5a presents our analysis of the operating per<strong>for</strong>mance of various IPO sub-samples. We report<br />

the operating per<strong>for</strong>mance characteristics <strong>for</strong> the pre-IPO year (year 0) and five years post-IPO (1 through<br />

5). Panel A provides median non-adjusted operating per<strong>for</strong>mance characteristics calculated using full IPO<br />

sub-samples. Panel B on the other hand gives statistics <strong>for</strong> the pair-matched sub-samples.<br />

14 It is important to note that, in our setting, it is inappropriate to use the matching firm approach suggested by Barber and<br />

Lyon (1996), which advocates choosing a matching (benchmark) firm based on prior profitability and size. Matching on prior<br />

profitability would be appropriate only if we wished to determine whether there is a change in operating per<strong>for</strong>mance of firms<br />

subsequent to the IPO. Since our objective here is to detect differences in the quality (per<strong>for</strong>mance) of the pool of firms going<br />

public with CVC backing and those going public with IVC backing, matching on pre-IPO operating per<strong>for</strong>mance would be<br />

inappropriate, since this is equivalent to minimizing the quality difference we are attempting to detect.<br />

21

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