Table S26. Logistic regression on ideology - PLOS

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0.29. (0.66). Computer Sciences. 0.37. (1.10). 0.57. (0.65). 0.31. (1.09). Engineering. -0.65. (0.59). 0.57. (0.48). -0.20. (0.64). Environmental Sciences 16.02.
Table S26. Logistic regression on ideology –– Openness. Advocate for open access (n = 1150) Coef. (S.E.) 3.54 (0.93)

(Intercept) Platform Zotero

2.01**

(0.76)

Early adopter of technology (n = 1058) Coef. (S.E.) 1.35** (0.47) 0.49*

Advocate for open source software (n = 1134) Coef. (S.E.) 3.93*** (0.89)

(0.24)

0.44

(0.47)

Education High School Bachelor Doctorate X2

-1.39 0.12 -0.12 1.6

(1.14) (0.81) (0.51)

0.42 0.51 -0.22 3.0

(0.81) (0.39) (0.27)

-1.16 -0.39 -0.15 1.3

(1.10) (0.68) (0.49)

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

1.18 0.37 -0.65 16.02 0.24 16.26 -0.51 0.80 15.15 1.08 6.3

(1.09) (1.10) (0.59) (1676.05) (0.56) (3316.86) (0.74) (1.09) (2068.96) (1.09)

-0.19 0.57 0.57 0.62 0.23 -0.57 -0.13 -0.68 -0.29 -0.15 9.4

(0.34) (0.65) (0.48) (0.65) (0.31) (0.86) (0.50) (0.43) (0.83) (0.36)

0.29 0.31 -0.20 15.41 0.40 -1.16 0.05 0.75 15.08 1.54 4.6

(0.66) (1.09) (0.64) (1002.42) (0.55) (1.16) (0.83) (1.09) (1370.71) (1.09)

Occupation Professor Lecturer Researcher Practitioner None X2

-0.41 -0.46 -0.20 0.02 -0.22 0.55

(0.69) (0.87) (0.61) (0.86) (1.12)

1.29** 1.37* 0.36 0.76* 0.18 15.3**

(0.40) (0.63) (0.29) (0.36) (0.48)

0.30 0.35 -0.81 0.47 -0.79 6.4

(0.74) (1.10) (0.54) (0.84) (0.87)

Gender Female Other X2

0.09 14.89 0.05

(0.42) (2114.60)

-0.71** -0.88 11.0**

(0.22) (0.60)

-0.51 -1.00 2.0

(0.42) (1.10)

Age

-0.01

(0.02)

0.01

(0.01)

0.00

(0.02)

Note: * p < 0.05

** p < 0.01 ***

p < 0.001 (two-tailed tests)