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. 2021 Jun 30;6(1):126–142. doi: 10.1007/s41465-021-00218-3

Table 2.

Cognitive measurements and executive function outcomes

Study Cognitive measurements Executive function outcomes Reported effect sizes Calculated d for PPC1 and RM2
Bradley et al. (2010) California High School Exit Exam, California Standard Test Pre–post Exp vs. Ctrl: ns Missing
de Bruin et al. (2016)

Attention (Attention Control Scale)

Executive functioning (Behavior Rating Inventory of Executive Function-Adult version, BRIEF-A)

Pre–post:

↑ attention

↑ executive functioning

Cohen’s d = 0.16

Cohen’s d = 0.19

dppc2MM 3 =  − 0.08

dppc2PE 4 =  − 0.22

Ginsberg et al. (2010)

Inhibition (Go-NoGo)

Memory (Digit Span: WAIS)

Verbal memory (Rey Auditory Verbal Learning Test-RAVLT)

Pre–post:

commissions on Go-No Go

working memory

Missing
Groeneveld et al. (2019)5 Attention (Full Scale Response Control Quotient (FRCQ); Full Scale Attention Quotient (FAQ))

Pre–post:

FRCQ (adults) ns

FAQ (adults)

Cohen’s d = 0.36

Cohen’s d = 0.51

Groeneveld et al. (2019) Attention (FRCQ; FAQ)

Pre–post:

FRCQ (children)

FAQ(children) ns

Cohen’s d = 0.34

Cohen’s d = 0.19

Jester et al. (2019)

Cognitive flexibility (Trail Making Test A/B)

Inhibition (Stroop)

Pre–post:

TMT/A

TMT/B: ns

Stroop: ns

Cohen’s d = 1

Cohen’s d = 0.43

Cohen’s d = 0.14

Kenien (2015)

Executive functioning (BRIEF)

Inhibition

Working memory

Cognitive flexibility

Pre–post Exp: ns

Pre–post Ctrl: ns

Missing

dppc2=  − 0.01

dppc2 = 0.08

dppc2 =  − 0.21

Kim et al. (2013)

Attention (FAQ)

Problem solving (Halstead Category Test (HCT))

Executive functioning (BRIEF-A)

Pre–post: ns Missing
Lee and Finkelstein (2015) Psychomotor vigilance task (PVT)

Pre–post:

performance RT

drm=  − 0.31
May et al. (2019) Attention (serial subtraction task)

Pre–post Exp6 vs. Ctrl:

math errors

ηp2=0.090

dppc2CTRL=  − 3.62

dppc2HIIT 7 =  − 1.32

Pop-Jordanova and Chakalaroska (2008)

Flexibility (Trail Making Test A/B)

Working memory (Wechsler MemoryScale-R)

Numbering forward

Numbering backward

Pre–post8:

ns

Modest improvement for numbers forward

ns

Missing
Prinsloo et al. (2011) Inhibition (modified Stroop task)

Pre–post Exp vs. Ctrl:

performance RT

errors

Missing dppc2=  − 0.85
Raaijmakers et al. (2013)

Working memory (N-back)

Cognitive flexibility (mental rotation task)

Pre–post Exp:

performance RT

errors

Pre–post Ctrl:

performance RT

errors

Missing
Rusciano et al. (2017)

Attention (visual search task)

Inhibition (Stroop)

Pre–post Exp vs. Ctrl:

performance RT: target absent

Target present ns

accuracy congruent

accuracy incongruent

ηp2=0.45

ηp2=0.06

ηp2=0.22

ηp2=0.40

dppc2.abs=  − 1.45

dppc2.pres =  − 0.45

dppc2.con = 2.52

dppc2.incon = 3.09

Schumann et al. (2019) Impulsivity (stop-signal task)

Pre–post Exp vs. Ctrl: GoRT ns

SSRT ns

Missing

dppc2=  − 0.17

dppc2 =  − 0.97

Sherlin et al. (2010) Inhibition (Stroop errors; modified Stroop task) Pre–post Exp vs. Ctrl: ns Cohen’s d = 0.29 dppc2=  − 0.21
Sutarto et al. (2013)

Attention (test d2)

Memory (Sternberg memory test)

Inhibition (Stroop)

Pre–post Exp vs. Ctrl:

attention

memory

Pre–post Exp:

interference score

Missing

dppc2= 0.68

dppc2 =  − 0.63

dppc2 = 

0.33

Arrows show the direction of the outcome measure. Upward arrows show an increase of the outcome measure, and downward arrows show a decrease of the outcome measure. “Pre–post Exp vs. Ctrl” refers to an interaction effect where the experimental group saw greater significant change following the intervention than the control group. “Pre–post” refers to a significant change following the intervention where the experimental group was not opposed to a control group (single group design or different comparison groups). “Pre–post Exp” and “Pre–post Ctrl” refers to a main effect of time for the experimental group following the intervention and for the control group not assigned to the intervention. “Post Exp vs. Ctrl” refers to a significant main effect of the experimental group compared to the control group after the intervention

1PPC: dppc2 effect sizes for pre-test–post-test control group designs calculated according to Morris (2008)

2RM: Cohen’s drm effect sizes for repeated measures for within-subjects designs (Lakens, 2013)

3Mindfulness meditation

4Physical exercise

5This study appears in two entries to separate the EF outcomes of the two subgroups (adults and children)

6p < .05 HRV-BF vs. control

7High-intensity interval training

8p < .05 HRV-BF pre-test vs. HRV-BF post-test (< .05 EEG-PAT pre-test vs. EEG-PAT post-test for numbers forward and numbers backward; no change for EDR condition)