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Table 5 PVAR model II (N = 3023)

From: Predicting recurrence of depression using lifelog data: an explanatory feasibility study with a panel VAR approach

Selected variablesNatural log of {(K6 + 1)/square root of the number of episodes}Number of times not eating lunch (standardized)Natural log of UV lightLong sleepSitting idly
Not eating lunch (−1)0.002370.295***−0.0364− 0.006780.0985
(0.0462)(0.0459)(0.0515)(0.0124)(0.0673)
Not eating lunch (−2)−0.02250.167***−0.00376− 0.01650.0553
(0.0393)(0.0392)(0.0435)(0.0107)(0.0608)
Not eating lunch (−3)−0.0734*0.0875**−0.0256−0.0002610.00743
(0.0378)(0.0374)(0.0384)(0.00932)(0.0549)
Not eating lunch (−4)− 0.004210.0561*−0.0200− 0.01010.0209
(0.0328)(0.0325)(0.0359)(0.00853)(0.0458)
UV (−1)−0.0394*−0.0726***0.421***0.004920.0631**
(0.0224)(0.0238)(0.0295)(0.00599)(0.0289)
UV (−2)0.00750−0.01870.161***0.002530.0285
(0.0200)(0.0203)(0.0271)(0.00584)(0.0268)
UV (−3)0.00711−0.0440**0.116***−0.00524− 0.0106
(0.0188)(0.0196)(0.0257)(0.00552)(0.0252)
UV (−4)−0.0181−0.0490**0.142***−0.005500.0370
(0.0185)(0.0193)(0.0249)(0.00557)(0.0233)
Long sleep (−1)0.1260.214*0.1520.239***−0.111
(0.113)(0.115)(0.115)(0.0461)(0.134)
Long sleep (−2)0.08040.266***0.08500.0823**0.0514
(0.0904)(0.102)(0.0958)(0.0376)(0.120)
Long sleep (−3)0.271***0.351***−0.1110.128***−0.0567
(0.0999)(0.107)(0.102)(0.0417)(0.113)
Long sleep (−4)0.1040.282***0.09730.0614*0.0433
(0.103)(0.0981)(0.0964)(0.0365)(0.133)
Sitting idly (− 1)−0.0134− 0.0508**0.0346−0.002070.357***
(0.0211)(0.0231)(0.0238)(0.00530)(0.0611)
Sitting idly (− 2)− 0.0115− 0.0332*0.03020.003750.104**
(0.0171)(0.0188)(0.0207)(0.00513)(0.0446)
Sitting idly (−3)0.00236−0.02500.0306−0.001700.114***
(0.0159)(0.0167)(0.0195)(0.00441)(0.0436)
Sitting idly (−4)− 0.00217− 0.0399**− 0.0174−0.005540.0935*
(0.0145)(0.0176)(0.0190)(0.00438)(0.0493)
Seasonal dummy variable0.00857−0.111**−0.246***0.01750.0604
(0.0491)(0.0513)(0.0560)(0.0120)(0.0649)
Pseudo-positive dummy variable1.969***0.737−0.517*0.101−0.0780
(0.227)(0.721)(0.311)(0.154)(0.230)
  1. Number of participants = 69
  2. Average number of weeks = 43.81
  3. Lagged dependent variables are included
  4. Standard errors in parentheses. *** p < 0.01, ** p < 0.05, * p < 0.1