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. Author manuscript; available in PMC: 2022 Sep 11.
Published in final edited form as: Psychol Bull. 2021 Nov;147(11):1184–1214. doi: 10.1037/bul0000344

Table 3.

Participant Moderator Analyses

Moderator j k β 95% CI P R (2) 2 R (3) 2 Q τ(2)2 τ(3)2

Age (linear) 224 943 −0.007 [−0.01, −0.005] <.0001 .000 .179 3368.9* 0.08* 0.09*
Age (quadratic) 0.0002 [0.00001, 0.0003] .041 .000 .200 0.08* 0.09*
Sex 220 901 −0.17 [−0.51, 0.17] .324 .002 .000 3289.5* 0.09* 0.11*
Education 136 563 0.05 [0.03, 0.07] <.001 .000 .163 2049.1* 0.08* 0.10*
Premorbid IQ 55 243 0.01 [−0.005, 0.02] .333 .001 .024 841.3* 0.08* 0.07*
Diagnostic status 236 995 −0.30 [−0.40, −0.21] <.001 .000 .134 3524.9* 0.09* 0.09*
Depression status 236 995 −0.06 [−0.18, 0.07] .387 .000 .002 3524.9* 0.09* 0.11*
Matched age 216 911 −0.13 [−0.27, 0.02] .096 .000 .022 3226.7* 0.09* 0.11*
Matched education 177 713 0.06 [−0.11, 0.22] .504 .001 .001 2682.5* 0.10* 0.11*
Medication status 166 661 −0.24 [−0.39, −0.09] .002 .001 .091 2340.7* 0.08* 0.11*
Symptom severity—MADRS 27 115 −0.01 [−0.02, 0.001] .101 .000 .213 307.6* 0.0003 0.05*
Symptom severity—HDRS 83 327 −0.01 [−0.02, 0.0002] .053 .001 .046 972.8* 0.04* 0.09*
Symptom severity—BDI 102 438 −0.01 [−0.02, −0.004] .009 .000 .191 1735.8* 0.18* 0.05*
Symptom severity (HDRS scale) 179 752 −0.01 [−0.02, −0.01] <.001 .000 .097 2683.6* 0.10* 0.07*
Episode (first vs. recurrent) 75 298 −0.03 [−0.32, 0.26] .844 .0003 .0002 1147.7* 0.06* 0.11*
Time since diagnosis 67 296 0.0001 [−0.001, 0.001] .851 .000 .002 1278.3* 0.08* 0.12*
Age of depression onset 67 296 −0.01 [−0.02, −0.01] <.001 .000 .228 1278.3* 0.08* 0.09*
Early- vs. late-onset 29 116 −0.25 [−0.71, 0.21] .301 .005 .057 357.8* 0.01 0.14*
Recruitment site 183 772 −0.36 [−0.46, −0.25] <.001 .004 .269 3068.0* 0.11* 0.08*

Mood-congruency effects (interactions with valence)
Age 221 936 .075 .255 3320.2* 0.08* 0.08*
 Age −0.01 [−0.01, −0.003] <.001
 Valence 0.33 [0.05, 0.61] .029
 Age × Valence −0.001 [−0.01, 0.01] .722
Depression status 232 984 .076 .173 3470.7* 0.08* 0.09*
 Depression status −0.08 [−0.21, 0.05] .251
 Valence 0.30 [−0.07, 0.66] .153
 Depression status × Valence 0.03 [−0.36, 0.41] .901
Diagnostic status 232 984 .083 .256 3470.7* 0.08* 0.08*
 Diagnostic status −0.29 [−0.39, −0.19] <.001
 Valence 0.18 [0.04, 0.31] .020
 Diagnostic status × Valence 0.19 [0.01, 0.40] .071

Note. j = number of studies/clusters. k = number of effect sizes. β coefficients are from metaregression analyses where continuous moderators were entered in the models as predictors, or categorical moderators (in the case of matched age and matched education) with two levels were dummy coded and entered in the models as predictors. 95% CI corresponds to the β for moderators. p corresponds to the β for moderators. R(2)2 = proportion of estimated heterogeneity explained by the predictors at Level 2. R(3)2 = proportion of estimated heterogeneity explained by the predictors at Level 3. Q = Q statistic on the homogeneity of effect sizes. τ(2)2 = heterogeneity of effects due to differences between measures. τ(3)2 = heterogeneity of effect sizes across studies after controlling for the different types of measures at Level 2. MADRS = Montgomery–Åsberg Depression Rating Scale; HDRS = Hamilton Depression Rating Scale; BDI = Beck Depression Inventory.

*

p < .05.