A Systems View Across Time and Space
From: Examining the differences between the motivations of traditional and entrepreneurial scientists
Levene’s test for equality of variances | t test for equality of means | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
F | Sig. | t | df | Sig. (2-tailed) | Mean difference | Std. error difference | 95 % confidence interval of the difference | |||
Lower | Upper | |||||||||
M1—to collect industrial feedback on the applicability of my invention | Equal variances assumed | 1.340 | .248 | −1.405 | 273 | .161 | −.26667 | .18973 | −.64019 | .10686 |
Equal variances not assumed | −1.801 | 43.778 | .079 | −.26667 | .14803 | −.56504 | .03171 | |||
M8—to ensure direct control over the commercialization of my invention | Equal variances assumed | 1.889 | .170 | −2.196 | 273 | .029 | −.41562 | .18927 | −.78823 | −.04300 |
Equal variances not assumed | −3.109 | 46.191 | .003 | −.41562 | .13367 | −.68464 | −.14659 | |||
M2—to ensure an ecosystem that is more flexible than the university for the further development of my invention | Equal variances assumed | .011 | .918 | −1.236 | 265 | .218 | −.22996 | .18603 | −.59625 | .13633 |
Equal variances not assumed | −1.221 | 36.478 | .230 | −.22996 | .18837 | −.61182 | .15190 | |||
M7—to demonstrate the practical relevance of my research to family/friends | Equal variances assumed | 2.946 | .087 | −2.782 | 289 | .006 | −.66667 | .23967 | −1.13838 | −.19495 |
Equal variances not assumed | −2.392 | 33.712 | .022 | −.66667 | .27873 | −1.23329 | −.10004 | |||
M5—to increase my scientific reputation through entrepreneurship | Equal variances assumed | .004 | .952 | −1.272 | 289 | .204 | −.30268 | .23799 | −.77109 | .16572 |
Equal variances not assumed | −1.319 | 36.705 | .195 | −.30268 | .22942 | −.76766 | .16230 | |||
M6—to increase my social reputation through entrepreneurship | Equal variances assumed | 1.009 | .316 | −.792 | 290 | .429 | −.18651 | .23557 | −.65015 | .27713 |
Equal variances not assumed | −.882 | 38.258 | .384 | −.18651 | .21158 | −.61474 | .24172 | |||
M9—to benefit society with my invention | Equal variances assumed | .391 | .532 | −.747 | 293 | .456 | −.14528 | .19458 | −.52823 | .23767 |
Equal variances not assumed | −.845 | 38.538 | .404 | −.14528 | .17201 | −.49334 | .20277 | |||
M11—to secure a job if my university position is terminated | Equal variances assumed | 6.632 | .011 | −1.112 | 280 | .267 | −.27668 | .24871 | −.76626 | .21290 |
Equal variances not assumed | −1.258 | 37.321 | .216 | −.27668 | .22002 | −.72234 | .16898 | |||
M10—to secure jobs for young researchers at my spin-off company | Equal variances assumed | .181 | .671 | −2.217 | 288 | .027 | −.42179 | .19024 | −.79622 | −.04737 |
Equal variances not assumed | −2.730 | 41.279 | .009 | −.42179 | .15449 | −.73373 | −.10986 | |||
M3—to increase my personal income from my entrepreneurial activities | Equal variances assumed | .544 | .461 | −1.202 | 295 | .230 | −.20150 | .16767 | −.53149 | .12849 |
Equal variances not assumed | −1.496 | 41.264 | .142 | −.20150 | .13467 | −.47342 | .07042 | |||
M4—to obtain financial resources for further research | Equal variances assumed | .986 | .322 | −1.663 | 293 | .097 | −.27987 | .16827 | −.61104 | .05129 |
Equal variances not assumed | −2.065 | 41.278 | .045 | −.27987 | .13553 | −.55353 | −.00622 |