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. 2024 Jun 11;19(6):e0304560. doi: 10.1371/journal.pone.0304560

Table 14. The effect of academic freedom (AF) on innovation output (patent applications) when considering the subdimensions of the academic freedom index.

Model (1) (2) (3) (4) (5)
Dependent variable Patent applicationst+2 (ln) Patent applicationst+2 (ln) Patent applicationst+2 (ln) Patent applicationst+2 (ln) Patent applicationst+2 (ln)
Independent variables Coeff. (SE) Coeff. (SE) Coeff. (SE) Coeff. (SE) Coeff. (SE)
Independent variables
    AF: freedom to research and teach (z) 0.373 (0.030)***
    AF: freedom of academic exchange and dissemination (z) 0.368 (0.032)***
    AF: institutional autonomy (z) 0.298 (0.030)***
    AF: campus integrity (z) 0.364 (0.032)***
    AF: freedom of academic and cultural expression (z) 0.169 (0.025)***
Controls
    Year/country dummies Yes Yes Yes Yes Yes
Countries (observations) 157 (12,387) 157 (12,387) 157 (12,448) 157 (12,394) 157 (15,791)
R2 (R2 adjusted) 0.809 (0.805) 0.811 (0.807) 0.811 (0.807) 0.811 (0.807) 0.791 (0.787)

Notes: The estimates are obtained from pooled OLS regressions. All variables are described in Table 1. Robust standard errors in parentheses.

* p < 0.10

** p < 0.05

*** p < 0.01.