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Table 6 PVAR model III (N = 834)

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

Selected variables

Natural log of {(K6 + 1)/square root of the number of episodes}

Number of times not eating lunch (standardized)

Natural log of UV light

Long sleep

Sitting idly

Not eating lunch (−1)

− 0.0535

0.302***

−0.00145

− 0.000906

− 0.0169

(0.0709)

(0.0940)

(0.0676)

(0.0167)

(0.0930)

Not eating lunch (−2)

0.00318

0.152*

−0.172**

0.0294

0.140

(0.0602)

(0.0913)

(0.0732)

(0.0231)

(0.0913)

Not eating lunch (−3)

−0.0583

0.0996

−0.0358

0.0304*

0.0537

(0.0635)

(0.0912)

(0.0680)

(0.0180)

(0.0823)

Not eating lunch (−4)

−0.152

0.0673

−0.0545

− 0.0457**

−0.0129

(0.135)

(0.0816)

(0.107)

(0.0216)

(0.162)

UV (−1)

−0.0632

−0.0265

0.523***

−0.00834

− 0.0544

(0.0441)

(0.0376)

(0.0578)

(0.0113)

(0.0574)

UV (−2)

−0.00312

−0.0180

0.127**

0.0195

0.125**

(0.0391)

(0.0333)

(0.0599)

(0.0119)

(0.0571)

UV (−3)

−0.000449

− 0.000159

0.0436

− 0.00159

0.0194

(0.0279)

(0.0330)

(0.0432)

(0.0111)

(0.0517)

UV (−4)

−0.0529**

−0.00642

0.130***

−0.0102

0.00285

(0.0240)

(0.0299)

(0.0481)

(0.0107)

(0.0476)

Long sleep (−1)

−0.0295

0.0491

0.0586

0.344***

−0.183

(0.108)

(0.124)

(0.173)

(0.0732)

(0.157)

Long sleep (−2)

0.204

0.211

−0.0162

0.208***

0.0810

(0.128)

(0.130)

(0.181)

(0.0687)

(0.220)

Long sleep (−3)

−0.0191

−0.0858

0.127

0.117*

−0.173

(0.130)

(0.141)

(0.140)

(0.0698)

(0.133)

Long sleep (−4)

0.191*

−0.0327

−0.218

0.203***

0.0697

(0.105)

(0.126)

(0.175)

(0.0756)

(0.149)

Sitting idly (−1)

0.0317

−0.0107

0.0145

0.0121

0.165***

(0.0350)

(0.0409)

(0.0543)

(0.0140)

(0.0603)

Sitting idly (−2)

−0.00850

0.0431

−0.0792

− 0.0134

0.159

(0.0862)

(0.0464)

(0.0816)

(0.0167)

(0.110)

Sitting idly (−3)

−0.00393

0.00114

−0.00544

0.00122

0.000576

(0.0516)

(0.0399)

(0.0533)

(0.0133)

(0.0645)

Sitting idly (−4)

−0.00854

0.0300

−0.0495

0.0234*

0.0202

(0.0285)

(0.0395)

(0.0455)

(0.0130)

(0.0535)

Seasonal dummy variable

−0.126**

0.0424

−0.270***

− 0.00152

0.142

(0.0633)

(0.0875)

(0.0992)

(0.0157)

(0.107)

Pseudo-positive dummy variable

12.66

−3.844

15.84

3.057

−5.221

(21.12)

(14.26)

(13.99)

(2.974)

(22.97)

  1. Number of participants = 18
  2. Average number of weeks = 46.33
  3. Lagged dependent variables are included
  4. Standard errors in parentheses. *** p < 0.01, ** p < 0.05, * p < 0.1