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. Author manuscript; available in PMC: 2022 Jan 1.
Published in final edited form as: Commun Methods Meas. 2021 Apr 30;15(2):156–163. doi: 10.1080/19312458.2021.1918654

Table 1.

Results for Truth and Bias Models

Model Type

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Predictors
b SE b SE b SE b SE
Average Bias and Accuracy
  Avg Directional Bias 13.94** 1.41 27.50** 1.52 24.92** 1.63 27.11** 1.61
  Avg Tracking Accuracy 0.53** 0.08 0.69** 0.05 0.83** 0.06 0.68** 0.05
Moderators of Directional Bias
  Site of Data Collection −1.05 1.30 0.68 1.45 −1.44 1.60 1.76 1.51
  Gender −0.90 1.40 −3.53* c, d 1.52 −3.70* c, d 1.62 −1.95 1.53
  Age 0.37 c 0.36 0.06 0.64 −0.65 0.65 −1.96* a 0.83
  Conscientiousness −1.38 1.96 −6.26**b 2.17 −4.74 c, d 2.42 −2.30 2.23
  Screen Time Check 2.17 c 4.09 −1.30 2.73 0.08 2.41 4.25 4.37
Moderators of Tracking Accuracy
  Site of Data Collection 0.07 c 0.04 0.03 0.04 0.00 c, d 0.06 0.01 0.04
  Gender 0.27** a, d 0.07 0.15**c, d 0.05 −0.03 c 0.06 0.05 0.04
  Age 0.01 c 0.02 0.04 0.02 0.01 0.02 −0.01 0.03
  Conscientiousness 0.17* a, c, d 0.07 −0.05 0.07 0.05 0.07 0.01 0.07
  Screen Time Check 0.39 c 0.38 −0.01 0.11 0.08 0.17 0.23 0.21

Note. Site of Data Collection was controlled for in each analysis and effect-coded, such that −1 = the Southwestern University and 1 = the Midwestern University. Gender was effect-coded, such that −1 = women and 1 = men. All continuous predictors were grand-mean centered.

“a”

denotes that the significance of the coefficient changed once heteroscedasticity was corrected.

“b”

denotes that the significance of the coefficient changed when analyses were restricted to those participants who used or had reported that they had used SNSs.

“c”

denotes that the significance of the coefficient changed when a robust variant of regression analysis was used.

“d”

denotes that the significance of the coefficient changed when influential observations were removed from the analysis.

*

p < .05.

**

p < .01.