Table S28. Logistic regression on ideology - PLOS

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Citations (n = 1057) Mendeley reader/. Zotero library counts reflect value. (n = 773). Coef. (S.E.). Coef. (S.E.). Coef. (S.E.). Coef. (S.E.). (Intercept). -0.09. (0.34).
Table S28. Logistic regression on ideology –– Proper indicator of scholarly impact. Social media activity (n = 912)

Mendeley reader/ Zotero library counts (n = 822)

(S.E.) (0.55)

Mendeley reader/ Zotero library counts reflect value (n = 773) Coef. (S.E.) 1.02** (0.38)

-0.37

(0.25)

-0.59***

(0.18)

(0.62) (0.29) (0.19)

0.32 -0.04 -0.09 0.19

(1.07) (0.44) (0.30)

1.88 -0.14 -0.65** 13.5**

(1.10) (0.29) (0.21)

-0.30 -0.23 -0.05 -0.59

(0.24) (0.39) (0.30) (0.47)

-0.67 0.62 -0.10 0.12

(0.34) (0.77) (0.45) (0.66)

-0.49 0.12 0.62 -0.17

(0.26) (0.44) (0.36) (0.43)

(Intercept)

Coef. -0.09

(S.E.) (0.34)

Coef. 0.56

(S.E.) (0.35)

Platform Zotero

0.21

(0.17)

-0.59***

(0.17)

0.54 -0.53 -0.66*** 14.7**

(0.64) (0.29) (0.20)

0.32 0.18 -0.75*** 17.7***

-0.48 -0.35 -0.73* -0.78

(0.25) (0.40) (0.32) (0.50)

Education High School Bachelor Doctorate X2

Citations (n = 1057)

Coef. 2.75***

Discipline Arts & Humanities Computer Sciences Engineering Environmental Sciences Life Sciences Mathematical Sciences Physical Sciences Psychology None Others X2

-0.38 -0.25

(0.22) (0.72)

0.13 -0.59

(0.23) (0.75)

0.57 14.07

(0.40) (721.97)

-0.06 -0.22

(0.24) (0.74)

-0.75* -1.07** -0.66 0.16 19.0*

(0.38) (0.41) (0.56) (0.26)

-0.58 -0.46 -0.15 0.13 9.9

(0.36) (0.38) (0.61) (0.28)

-0.52 -0.13 -0.99 0.31 15.0

(0.49) (0.58) (0.76) (0.45)

-1.02* -0.44 -1.33* 0.17 23.9**

(0.41) (0.40) (0.59) (0.29)

Occupation Professor Lecturer Researcher Practitioner None X2

0.66* 0.76* 0.41 1.25*** -0.32 31.0***

(0.27) (0.34) (0.23) (0.25) (0.45)

0.52* 0.57 0.29 1.07*** 0.11 16.7**

(0.25) (0.34) (0.23) (0.28) (0.43)

0.19 0.12 -0.29 0.34 0.34 3.1

(0.41) (0.53) (0.34) (0.42) (0.63)

0.14 0.62 0.07 0.43 0.06 4.9

(0.27) (0.36) (0.24) (0.28) (0.43)

Gender Female Other X2

0.23 -0.28 2.5

(0.16) (0.58)

0.13 -0.14 0.77

(0.16) (0.49)

-0.04 -0.53 0.62

(0.25) (0.68)

-0.16 0.01 0.9

(0.17) (0.63)

Age

-0.02

(0.01)

-0.01

(0.01)

0.00

(0.01)

0.00

(0.01)

Note: * p < 0.05

** p < 0.01 ***

p < 0.001 (two-tailed tests)