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Table 3 Granger Causality Tests and Contemporaneous Associations for Visual Learning and Affect for All Patients

From: Daily associations between affect and cognitive performance in older adults with depression and cognitive impairment: a series of seven single-subject studies in the Netherlands

Patient

Granger Causality

VAR Estimate (p-value)a

Contemporaneous Associations

r (p-value)

 

NA→VL

VL→NA

PA→VL

VL→PA

NA↔VL

PA↔VL

4

-0.097 (.33)

-0.096 (.39)

-0.093 (.43)

0.069 (.34)

-.06 (.56)

.03 (.76)

5

-0.065 (.63)

0.143 (.26)

0.056 (.67)

-0.024 (.82)

.06 (.65)

-.11 (.41)

7b

-0.139 (.35)

-0.056 (.58)

0.011 (.89)

-0.000 (.99)

-.18 (.16)

.24 (.06)

8c

0.106 (.25)

-0.171 (.30)

0.109 (.40)

0.219 (.04)

-.14 (.29)

.19 (.14)

9d

0.016 (.88)

0.035 (.83)

-0.101 (.49)

-0.056 (.57)

-.07 (.61)

-.27 (.03)

10

0.058 (.55)

-0.506 (<.001)

-0.034 (.69)

0.450 (.001)

.00 (.98)

-.00 (.98)

11e

-

-

-0.114 (.15)

0.051 (.78)

-

.02 (.88)

  1. Note. NA negative affect, PA positive affect, VL Visual learning. Changes in the variable before the arrow (→) precede changes in the variable after the arrow. Contemporaneous associations are represented by a double-headed arrow (↔)
  2. a p-value used to determine statistical significance was derived from the Granger causality test. df = 1 in all Granger causality tests. bPA and VL were transformed on a logistic scale. cNA and VL were transformed on a logistic scale. dNA was transformed on an inverse scale (1/NA). eNo valid models constructed due to non-normality of NA. Bold numbers represent statistical significance at p<.01