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. 2021 Jul 24;13:1307–1318. doi: 10.2147/NSS.S313157

Table 4.

Unstandardized Direct, Indirect and Total Effects of SEM Models in Pre- and Post-COVID-19 Outbreak Groups, Respectively

Effects Paths Point Estimate Product of Coefficients BaC 95% CI p
SE Z Lower Upper
Pre-COVID-19 outbreak
Total effect Chronotype −0.051 0.005 −10.20 −0.061 −0.041 <0.001
Indirect effect Future −0.010 0.003 −3.33 −0.016 −0.005 <0.001
Direct effect BP −0.041 0.005 −8.20 −0.052 −0.031 <0.001
Post-COVID-19 outbreak
Total effect Chronotype −0.043 0.004 −10.75 −0.051 −0.035 <0.001
Indirect effects Past-negative −0.003 0.001 −3.00 −0.005 −0.001 0.010
Future
Direct effect BP −0.040 0.004 −10.00 −0.048 −0.032 <0.001

Notes: Unstandardized estimating of 5000 bootstrap sample. Statistically significant values (p < 0.05) were formatted in bold. Z = Point Estimate/SE. If the absolute value of the z-score is greater than 1.96, the effect is considered significant.

Abbreviations: BaC 95% CI, bias-corrected and accelerated 95% confidence intervals; BP, bedtime procrastination; COVID-19, Coronavirus Disease 2019; SE, standard error; SEM, structural equation modeling.