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. 2022 Oct 27;12:18067. doi: 10.1038/s41598-022-23044-9

Table 3.

Associations of sociodemographic, study-related, psychological, health-related, and communication-related factors with the intention to get vaccinated against COVID-19 among unvaccinated university students in the summer of 2021.

β T p
Sociodemographic and study-related factors
Field of study (with medicine coded high) − .04 1.19 .236
Health-related factors
Global interest in common vaccinations − .02 0.56 .576
Psychological factors
Confidence .35 7.83***  < .001
Complacency − .18 3.81***  < .001
Constraints .07 2.29* .023
Calculation − .02 0.72 .470
Collective Responsibility − .34 7.95***  < .001
Communication-related factors
Media trust
General media trust .10 2.33* .020
Topic-specific media trust − .05 1.07 .287
Public broadcasting (including online outlets) − .07 1.52 .131
Private broadcasting (including online outlets) − .06 1.49 .138
National quality press (including online outlets) − .06 1.37 .173
Regional press (including online outlets) .10 2.75** .006
Tabloid media (including online outlets) − .01 0.14 .890
Alternative news media & blogs .02 0.47 .642
Online messenger .04 1.27 .206
Topic-specific trust in news sources
Federal government − .01 0.10 .922
City government − .02 0.40 .687
Foreign governments and authorities − .04 0.99 .324
Political parties − .00 0.09 .927
Individual politicians .07 1.69 .091
WHO − .03 0.59 .554
RKI .14 2.74** .007
National commission on vaccination .01 0.27 .789
National board of ethics − .06 1.55 .123
Hospitals − .04 1.01 .315
Doctors .03 0.80 .426
Pharmacists .04 0.89 .374
Nurses .00 0.01 .991
Public health offices .01 0.26 .795
Health insurance companies .03 0.66 .507
Universities and scientific institutes .06 1.27 .205
Local university − .03 0.70 .482
Unions .02 0.50 .618
Ordinary people known personally − .05 1.41 .158
Ordinary people not known personally − .02 0.49 .628
Intensity of general media use/information seeking
Online media .03 0.90 .368
Topic-related information seeking − .03 0.93 .353
Topic-related information seeking—Sources
Online news sites (with use coded high) − .00 0.09 .932
COVID-19 warning app (with use coded high) .07 2.02* .044
Government or agency websites (with use coded high) .04 1.19 .235
University websites (with use coded high) .05 1.70 .090

Multiple linear regression analysis. F(42,291) = 21.32, p < .001, n = 334; Adjusted R2 = .719; Cohen’s f2 = 2.56.

*p < .05; **p < .01; ***p < .001.