Table 5.
Multivariate analysis of scholarly achievements.
| Target variable | Factors | Publications | p value |
|---|---|---|---|
|
First or senior authorship(s) (R2 adjusted: 0.36) |
Primary investigator for local/regional grant | 11.6 (4.9 to 18.3) | <0.001 |
| Primary investigator for NIH Grant | 10.6 (5.1 to 16.2) | <0.001 | |
| Years post fellowship (5-year blocks) | 3.6 (2.4 to 4.9) | <0.001 | |
| Publications submitted | 3.4 (2.3 to 4.4) | <0.001 | |
| Primary investigator for foundation grant | 2.4 (−2.9 to 7.8) | NS | |
| Research time (weeks/year) | 0.1 (−0.2 to 0.4) | NS | |
| Non-Hispanic Asian (yes) | −0.3 (−7.9 to 7.2) | NS | |
| Primary investigator for institutional grant | −0.7 (−5.2 to 3.7) | NS | |
| Underrepresented in medicine (yes) | −1.7 (−8 to 4.6) | NS | |
| Female (yes) | −3.2 (−0.4 to −6) | 0.025 | |
| Primary investigator for commercial grant | −5.9 (2.4 to −14.2) | NS | |
| Primary investigator for state grant | −8.7 (0.1 to −17.5) | NS | |
| Primary investigator for federal grant | −17.9 (−5.6 to −30.1) | 0.004 | |
|
Primary investigator for NIH grant (AUC: 0.93) |
Factors | Odds ratio | p value |
| Underrepresented in medicine (yes) | 6.93 (1.56–30.72) | 0.011 | |
| Submitted a grant (yes) | 6.82 (2.46–18.9) | <0.001 | |
| Asian (yes) | 2.59 (0.8–8.44) | NS | |
| Research (weeks per year) | 1.11 (1.07–1.16) | <0.001 | |
| Number of annual presentations | 1.07 (1.01–1.13) | 0.022 | |
| Number of primary authorships | 1.02 (1–1.04) | 0.016 | |
| Early career (yes) | 0.18 (0.05–0.69) | 0.012 | |
|
Total annual grant funding (R2 adjusted: 0.39) |
Factor | Funding | p value |
| Academically affiliated (yes) | $232,062 ($75,027 to $389,098) | 0.004 | |
| Research time (>15 weeks/year) | $110,524 ($23,161 to $197,887) | 0.014 | |
| Primary investigator for commerical grant | $68,945 ($14,394 to $123,495) | 0.014 | |
| Asian (yes) | $62,843 (($51,151) to $176,838) | NS | |
| Primary investigator for NIH grant | $57,251 ($13,642 to $100,860) | 0.011 | |
| Primary investigator for foundation grant | $54,613 ($12,453 to $96,773) | 0.012 | |
| Underrepresented in medicine (yes) | $23,129 (($45,875) to $92,134) | NS | |
|
Rank of full professor (AUC: 0.94) |
Factors | Odds ratio | p value |
| Grant funded (yes) | 5.97 (1.66–21.48) | 0.006 | |
| Years post fellowship (5-year blocks) | 2.46 (1.74–3.47) | <0.001 | |
| Administration time (weeks/year) | 1.06 (1.02–1.11) | 0.006 | |
| Number primary publications | 1.06 (1.02–1.1) | 0.002 | |
| Research time (weeks/year) | 0.97 (0.91–1.03) | NS | |
| Underrepresented in medicine (yes) | 0.86 (0.2–3.72) | NS | |
| Non-Hispanic Asian (yes) | 0.79 (0.16–3.91) | NS | |
| Female (yes) | 0.55 (0.21–1.39) | NS |