Associations of distraction, well-being, and presence motivations with digital disconnection lagged between different situations
. | Multilevel models on disconnection lagged by t situations . | ||
---|---|---|---|
. | t = 0 . | t = 1 . | t = 2 . |
Fixed effects . | b (β) . | b (β) . | b (β) . |
[95% CI] . | [95% CI] . | [95% CI] . | |
Intercept | 0.60 | 0.44 | 0.42 |
Distraction m. (b.) | 0.01 (.03) [−0.01–0.03] | 0.00 (.01) [−0.02–0.03] | −0.00 (−.00) [−0.03–0.03] |
Distraction m. (w.) | 0.02 (.07)*** [0.01–0.02] | 0.01 (.04)*** [0.00–0.01] | 0.01 (.04)** [0.00–0.02] |
Well-being m. (b.) | 0.01 (.03) [−0.01–0.02] | 0.02 (.10)** [0.00–0.04] | 0.03 (.13)** [0.01–0.05] |
Well-being m. (w.) | -0.00 (−.01) [−0.01–0.00] | 0.01 (.03)* [0.00–0.01] | 0.00 (.01) [−0.01–0.01] |
Presence m. (b.) | 0.02 (.09)* [0.01–0.04] | 0.02 (.09)* [0.00–0.05] | 0.03 (.10)* [0.00–0.05] |
Presence m. (w.) | 0.02(.09)*** [0.02–0.02] | 0.01 (.03)** [0.00–0.01] | 0.00 (.01) [−0.00–0.01] |
Model | |||
ICC | .44 | .37 | .40 |
R2marg./R2cond. | .05/.47 | .03/0.39 | .03/.42 |
N | 370 | 346 | 323 |
T | 9,062 | 5,542 | 3,321 |
. | Multilevel models on disconnection lagged by t situations . | ||
---|---|---|---|
. | t = 0 . | t = 1 . | t = 2 . |
Fixed effects . | b (β) . | b (β) . | b (β) . |
[95% CI] . | [95% CI] . | [95% CI] . | |
Intercept | 0.60 | 0.44 | 0.42 |
Distraction m. (b.) | 0.01 (.03) [−0.01–0.03] | 0.00 (.01) [−0.02–0.03] | −0.00 (−.00) [−0.03–0.03] |
Distraction m. (w.) | 0.02 (.07)*** [0.01–0.02] | 0.01 (.04)*** [0.00–0.01] | 0.01 (.04)** [0.00–0.02] |
Well-being m. (b.) | 0.01 (.03) [−0.01–0.02] | 0.02 (.10)** [0.00–0.04] | 0.03 (.13)** [0.01–0.05] |
Well-being m. (w.) | -0.00 (−.01) [−0.01–0.00] | 0.01 (.03)* [0.00–0.01] | 0.00 (.01) [−0.01–0.01] |
Presence m. (b.) | 0.02 (.09)* [0.01–0.04] | 0.02 (.09)* [0.00–0.05] | 0.03 (.10)* [0.00–0.05] |
Presence m. (w.) | 0.02(.09)*** [0.02–0.02] | 0.01 (.03)** [0.00–0.01] | 0.00 (.01) [−0.00–0.01] |
Model | |||
ICC | .44 | .37 | .40 |
R2marg./R2cond. | .05/.47 | .03/0.39 | .03/.42 |
N | 370 | 346 | 323 |
T | 9,062 | 5,542 | 3,321 |
Notes. Regression coefficients are unstandardized. Bold values represent statistically significant associations.
p < .05,
p < .01,
p < .001. m. = motivation, b. = between persons, w. = within persons. Only lags across approximately equidistant time frames are included. Varying slopes were not assessed due to model complexity.
Associations of distraction, well-being, and presence motivations with digital disconnection lagged between different situations
. | Multilevel models on disconnection lagged by t situations . | ||
---|---|---|---|
. | t = 0 . | t = 1 . | t = 2 . |
Fixed effects . | b (β) . | b (β) . | b (β) . |
[95% CI] . | [95% CI] . | [95% CI] . | |
Intercept | 0.60 | 0.44 | 0.42 |
Distraction m. (b.) | 0.01 (.03) [−0.01–0.03] | 0.00 (.01) [−0.02–0.03] | −0.00 (−.00) [−0.03–0.03] |
Distraction m. (w.) | 0.02 (.07)*** [0.01–0.02] | 0.01 (.04)*** [0.00–0.01] | 0.01 (.04)** [0.00–0.02] |
Well-being m. (b.) | 0.01 (.03) [−0.01–0.02] | 0.02 (.10)** [0.00–0.04] | 0.03 (.13)** [0.01–0.05] |
Well-being m. (w.) | -0.00 (−.01) [−0.01–0.00] | 0.01 (.03)* [0.00–0.01] | 0.00 (.01) [−0.01–0.01] |
Presence m. (b.) | 0.02 (.09)* [0.01–0.04] | 0.02 (.09)* [0.00–0.05] | 0.03 (.10)* [0.00–0.05] |
Presence m. (w.) | 0.02(.09)*** [0.02–0.02] | 0.01 (.03)** [0.00–0.01] | 0.00 (.01) [−0.00–0.01] |
Model | |||
ICC | .44 | .37 | .40 |
R2marg./R2cond. | .05/.47 | .03/0.39 | .03/.42 |
N | 370 | 346 | 323 |
T | 9,062 | 5,542 | 3,321 |
. | Multilevel models on disconnection lagged by t situations . | ||
---|---|---|---|
. | t = 0 . | t = 1 . | t = 2 . |
Fixed effects . | b (β) . | b (β) . | b (β) . |
[95% CI] . | [95% CI] . | [95% CI] . | |
Intercept | 0.60 | 0.44 | 0.42 |
Distraction m. (b.) | 0.01 (.03) [−0.01–0.03] | 0.00 (.01) [−0.02–0.03] | −0.00 (−.00) [−0.03–0.03] |
Distraction m. (w.) | 0.02 (.07)*** [0.01–0.02] | 0.01 (.04)*** [0.00–0.01] | 0.01 (.04)** [0.00–0.02] |
Well-being m. (b.) | 0.01 (.03) [−0.01–0.02] | 0.02 (.10)** [0.00–0.04] | 0.03 (.13)** [0.01–0.05] |
Well-being m. (w.) | -0.00 (−.01) [−0.01–0.00] | 0.01 (.03)* [0.00–0.01] | 0.00 (.01) [−0.01–0.01] |
Presence m. (b.) | 0.02 (.09)* [0.01–0.04] | 0.02 (.09)* [0.00–0.05] | 0.03 (.10)* [0.00–0.05] |
Presence m. (w.) | 0.02(.09)*** [0.02–0.02] | 0.01 (.03)** [0.00–0.01] | 0.00 (.01) [−0.00–0.01] |
Model | |||
ICC | .44 | .37 | .40 |
R2marg./R2cond. | .05/.47 | .03/0.39 | .03/.42 |
N | 370 | 346 | 323 |
T | 9,062 | 5,542 | 3,321 |
Notes. Regression coefficients are unstandardized. Bold values represent statistically significant associations.
p < .05,
p < .01,
p < .001. m. = motivation, b. = between persons, w. = within persons. Only lags across approximately equidistant time frames are included. Varying slopes were not assessed due to model complexity.
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