dissertation in pdf-format - Aalto-yliopisto
dissertation in pdf-format - Aalto-yliopisto
dissertation in pdf-format - Aalto-yliopisto
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4 Results, evaluation of the studies and conclud<strong>in</strong>g remarks<br />
rate. These results support the hypotheses that f<strong>in</strong>ancial success and public<br />
R&D fund<strong>in</strong>g affect the <strong>in</strong>novation activity (as measured by the generation<br />
of IPRs) of grow<strong>in</strong>g SMEs. It was found that the lower the success, the<br />
greater the probability of a firm be<strong>in</strong>g classified as an <strong>in</strong>novative growth<br />
SME. This implies that <strong>in</strong>novative grow<strong>in</strong>g firms are probably less<br />
successful than non-<strong>in</strong>novative grow<strong>in</strong>g SMEs. The observed direction of<br />
the impact reflects the expected associations between <strong>in</strong>novation and high<br />
variance <strong>in</strong> short-term revenue and profitability (Bhide, 2000; Freel and<br />
Robson, 2004). The turnover/employee ratio correlated positively with<br />
<strong>in</strong>novation, <strong>in</strong>dicat<strong>in</strong>g that high ratios are associated with <strong>in</strong>novative high<br />
growth SMEs. This is consistent with suggestions that rapidly grow<strong>in</strong>g<br />
bus<strong>in</strong>esses with high productivity tend to be more IPR <strong>in</strong>tensive than other<br />
bus<strong>in</strong>esses (Coad and Rao, 2008). Public R&D fund<strong>in</strong>g was found to<br />
<strong>in</strong>crease the odds of a firm be<strong>in</strong>g classified as a grow<strong>in</strong>g <strong>in</strong>novative firm,<br />
partly support<strong>in</strong>g the views of Santarelli and Piergiovanni (1996) that both<br />
private and public R&D expenditures are positively correlated with product<br />
<strong>in</strong>novation and the development of IPRs. However, the dependent variable<br />
also conta<strong>in</strong>s a growth element, and the relationships of the two variables<br />
with <strong>in</strong>novation cannot be separated.<br />
The purpose of Article II was to address the follow<strong>in</strong>g questions. What<br />
factors are associated with simultaneous growth and success accord<strong>in</strong>g to<br />
selected statistical procedures (RA, LRA and DA)? Are the concepts of<br />
growth and success surrogates? What problems are connected with<br />
different methods of analys<strong>in</strong>g HG and HS SMEs? In the RA-analysis two<br />
<strong>in</strong>dependent regression models for growth and success were constructed.<br />
The former showed that age, branch of <strong>in</strong>dustry, growth <strong>in</strong> the number of<br />
personnel, <strong>in</strong>novativeness, location and profitability <strong>in</strong>fluenced the growth<br />
of the firms. In the regression equation the sign of age is negative but s<strong>in</strong>ce<br />
the variable is logarithmic trans<strong>format</strong>ion the impact is positive. This<br />
means that older firms are grow<strong>in</strong>g faster. Both <strong>in</strong>novation and urban area<br />
location have positive <strong>in</strong>fluence on growth which presupposes better odds<br />
ratios for firms <strong>in</strong> urban area be<strong>in</strong>g <strong>in</strong>novative grow<strong>in</strong>g ventures. This is<br />
parallel with the assumptions of resource munificence and regional<br />
competitiveness theories (Almus, 2002; Cov<strong>in</strong> and Slev<strong>in</strong>, 1998, Keeble,<br />
1997; Ritsilä, 1999). Branch of <strong>in</strong>dustry dummy (other <strong>in</strong>dustries=0 and<br />
trade=1) and profitability factors have negative relationship with growth.<br />
This result proposes that firms with<strong>in</strong> trade sector as well as ventures with<br />
higher profitability will have lower growth. Naturally the growth of the<br />
personnel is associated with higher growth of the turnover.<br />
The RA-model for success <strong>in</strong>dicated that the number of auxiliary bus<strong>in</strong>ess<br />
names, branch of <strong>in</strong>dustry growth <strong>in</strong> the number of personnel and<br />
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