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{{Article
|Has page=Cockburn MacGarvie (2009) - Patents Thickets And The Financing Of Early Stage Firms
|Has bibtex key=
|Has article title=Patents Thickets And The Financing Of Early Stage Firms
|Has author=Cockburn MacGarvie
|Has year=2009
|In journal=
|In volume=
|In number=
|Has pages=
|Has publisher=
}}
*This page is referenced in the [[Patent Thicket Literature Review]]
*This page is listed on the [[PTLR Core Papers]] page
===Results===
 
:''"[There is]...a significant positive effect of the number of patents in the market on the probability of exiting via IPO, although the interaction effect with the legal regime change is negative...[so] patent thickets tend to protect incumbents, but only up to a point. ...[However, for] the subset of firms that did not obtain any patents of their own...are much less likely to exit via IPO, relative either to liquidation/censoring or to acquisition, in markets with a large patent thicket. This finding is striking in light of the fact that only a minority of the firms in our sample ( 22%) hold patents by the time of exit."''
 
Most important patent thicket measures:
 
*In general, the number of patents in the market, and the indicators of regime changes that strengthened patent protection were found to affect the dependent variables analyzed.
**The Herfindahl index of assignee concentration was also found significant for one dependent variable.
**Other patent thicket measures related to uncertainty over patent validity were not found to be significantly related to dependent variables analyzed.
The number of market entrants:
 
*The number of market entrants is significantly reduced by patent thicket measures:
**The number of patents in the market (with an elasticity of -0.438);
**The average claimes per cite in the market (with an elasticity of -0.371);
**There is a net reduction in entry after regime changes that strengthened patents (based on median impact between regime and number of patents interaction term).
 
Initial Funding:
*Funding levels are significantly increased by the number of patents in a market (with an elasticity near 1), which authors attribute to selection effect reflecting higher entry costs in markets with patent thickets.
 
The number of IPOs:
:''"We also find a statistically significant association between our measures of patent-related uncertainty and the number of IPOs in a market in a given year. Investors in public securities appear to be more willing to invest in software companies operating in markets in which there are fewer “problem patents” and in which patents cite more non-patent prior art."''
*The number of IPOs is significantly positively increased by number of pattentspatents, but also has a large offsetting negative effect associated with the strengthening of patenting rights, which authors view as having made such markets less attractive. 
Obtaining initial funding:
:''"Start-up software companies operating [There is]...a significant positive effect of the number of patents in markets characterized by denser the market on the probability of exiting via IPO, although the interaction effect with the legal regime change is negative...[so] patent thickets see tend to protect incumbents, but only up to a point. ...[However, for] the subset of firms that did not obtain any patents of their initial own...are much less likely to exit via IPO, relative either to liquidation/censoring or to acquisition , in markets with a large patent thicket. This finding is striking in light of the fact that only a minority of VC or corporate funding delayed relative to the firms in markets less affected our sample ( 22%) hold patents by patentsthe time of exit."''
*Firm exits from the entreprenuerial phase by going public or being acquired are positively related to the number of patents in the market, but the reverse effect is found for IPOs among the 78% of firms that hold no patents.
 
:''"Start-up software companies operating in markets characterized by denser patent thickets see their initial acquisition of VC or corporate funding delayed relative to firms in markets less affected by patents."''
*Software ventures in the most thicketed markets have a very small probability of obtaining outside funding:
**The Herfindahl index of patent citations over assignees in each market has a positive effect on reciept of funding, which authors attribute to higher bargaining costs.
 Other patent thicket measures:*Measures related to uncertainty over patent validity were not found to be significantly related to dependent variables analyzed. ===Social Welfare Consequences: ===
*While the the number of patents in a market is positively related to initial funding, legal regimes strengthening patent rights reduce this relationship.
:''"...patents confer private benefits to software companies. These benefits appear to have been substantial, and are reflected in the extraordinary surge in patenting in this industry. However, these incentives to obtain patents may ultimately become collectively self-destructive. Our differences-in-differences estimates of the relative impact of strengthening patent rights show a generally negative effect on entry and financing of software firms in the most heavily thicketed markets. Continued accumulation of patents may therefore result in the “stifling” effects identified here swamping the offsetting “stimulating” effect on innovation."''
===Dependent Variables and Models analyzed: ===
*The number of "new" market entrants (firms founded within two years) using Poisson regressions;

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