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Table 2 Overview of the models

From: Physical activity improves stress load, recovery, and academic performance-related parameters among university students: a longitudinal study on daily level

   

Hypothesis 1: Stress load & recovery parameters

Estimate b (SE)

Hypothesis 2: Academic performance-related parameters

Estimate b (SE)

   

Functional Stress Model

Dysfunctional Stress Model

Detachment Model

Attention Difficulties Model

Study Ability Model

 

Intercept

 

3.594***

(0.102)

2.417***

(0.114)

3.227***

(0.081)

2.315***

(0.067)

12.583***

(0.236)

Level 1 time-varying

PA behavior

PA breaks via ESD min (cw2)

0.032**

(0.010)

-0.000

(0.008)

0.010

(0.010)

-0.002

(0.007)

0.121***

(0.033)

LTPA min (cw2)

0.003***

(0.001)

-0.002**

(0.001)

0.003***

(0.001)

-0.003***

(0.001)

0.012***

(0.003)

Covariates

Number of breaks (cw2)

0.031

(0.025)

-0.033

(0.020)

-0.058**

(0.022)

-0.000

(0.015)

0.183*

(0.074)

Longest stretch of time without a break spent on home studying (cw2)

0.004

(0.043)

-0.027

(0.034)

-0.120**

(0.042)

0.040

(0.028)

0.253

(0.139)

Level 2 time invariant

Age (c2)

0.032

(0.037)

0.005

(0.041)

0.013

(0.030)

0.023

(0.024)

0.044

(0.086)

Outcome specific baseline covariates a)

T0 well-being (c2)

0.089***

(0.025)

-0.035

(0.028)

   

T0 detachment (c2)

  

0.471***

(0.103)

  

T0 study demands scale (c2)

   

0.240**

(0.076)

 

T0 SAI (c2)

    

0.335***

(0.075)

Marginal R2 / Conditional R2

0.133 / 0.530

0.027 / 0.647

0.180 / 0.457

0.126 / 0.514

0.175 / 0.393

BIC

1120.7

966.1

1113.9

802.7

2148.2

  1. Cw Centered within, c2 Grand centered, PA Physical activity, ESD Exercise snack digital, LTPA Leisure-times physical activity, SE Standard error
  2. aThose variables were only included in the appropriate model since they are outcome-specific covariates
  3.  (* p < 0.05, ** p < 0.01. ***p < 0.001)