Logistic regression predicting nonacademic research versus science-related, nonresearch positions
Independent variables | Unstd. coeff. | Adj. sig. | Odds ratio | Effect size | Inverse odds ratio |
---|---|---|---|---|---|
(Intercept) | −1.66 | *** | 0.19 | (L) | 5.26 |
T1 minus T2 interest change in nonacademic research | 0.89 | *** | 2.44 | (S) | |
Career goal changed? No, still is research-based | 3.35 | *** | 28.37 | (L) |
Results of logistic regression predicting whether respondents were in nonacademic research positions or science-related, nonresearch positions. Full equation statistics: n = 284; accuracy = 84%; AIC = 240.32; likelihood ratio test χ2 = 158.48; and p = 0.0000. Unstd. coeff., unstandardized coefficient; Adj. sig., FDR-adjusted significance. Effect sizes are labeled when they reach at least “small” size. S, small effect size; L, large effect size.
↵*** p < 0.001.