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. 2023 Nov 21;10:e51459. doi: 10.2196/51459

Table 3.

Meta-analyses results of technology-based interventions for school-age children with attention-deficit/hyperactivity disorder.

Variables Number of effect sizes Standardized mean difference SE 95% CI z score P value
Parent-rated inattention

ADHD-RSa 7 −0.190 0.099 −0.384 to 0.004 −1.92 .05

Conners 3-Pb 4 −0.373 0.144 −0.655 to −0.092 −2.60 .10

DBDRSc 2 −0.462 0.212 −0.878 to −0.045 −2.17 .09
Teacher-rated inattention

ADHD-RS 6 0.052 0.077 −0.098 to 0.202 0.678 .50

Conners 3-Td 1 −0.150 0.318 −0.774 to 0.474 −0.472 .64

DBDRS 2 −0.113 0.201 −0.507 to 0.280 −0.564 .57
Computer-rated inattention

ADHD-RS 2 −0.345 0.17 −0.679 to −0.011 −2.025 .043
Parent-rated hyperactivity or impulsivity

ADHD-RS 7 0.032 0.14 −0.243 to 0.306 0.225 .82

Conners 3-P 4 −0.16 0.184 −0.521 to 0.200 −0.871 .38

DBDRS 2 −0.311 0.267 −0.834 to 0.212 −1.164 .24
Teacher-rated hyperactivity or impulsivity

ADHD-RS 4 0.097 0.133 −0.163 to 0.358 0.732 .46

Conners 3-T 1 0.312 0.318 −0.312 to 0.935 0.979 .33

DBDRS 2 −0.13 0.2 −0.521 to 0.261 −0.651 .52
Parent-rated executive functions

BRIEFe 2 −0.347 0.17 −0.681 to −0.013 −2.038 .04
Parent-rated inhibition

BRIEF 3 −0.192 0.192 −0.568 to 0.185 −0.998 .32

German Motor Test 1 −0.686 0.349 −1.370 to −0.002 −1.967 .05
Computer-rated inhibition

BASCf 1 0.231 0.274 −0.306 to 0.768 0.844 .40

BRIEF 1 0.125 0.273 −0.410 to 0.661 0.458 .65
Parent-rated working memory

BRIEF 3 −0.032 0.154 −0.333 to 0.269 −0.206 .84

German Motor Test 1 0.285 0.283 −0.269 to 0.840 1.009 .31

WISC-IVg 1 0.788 0.266 0.267 to 1.309 2.965 <.001
Computer-rated working memory

BRIEF 2 0.261 0.449 −0.620 to 1.141 0.580 .56

WISC-IV 2 1.486 0.534 0.439 to 2.534 2.782 .01
Parent-rated flexibility

BRIEF 3 −0.142 0.259 −0.649 to 0.365 −0.549 .58

German Motor Test 1 −0.566 0.457 −1.462 to 0.331 −1.237 .22
Parent-rated emotional control

BRIEF 2 0.035 0.419 −0.786 to 0.856 0.084 .93
Parent-rated initiation

BRIEF 2 0.108 0.244 −0.370 to 0.586 0.442 .66
Teacher-rated initiation

BRIEF 2 0.196 0.169 −0.136 to 0.528 1.156 .25
Parent-rated planning and organization

BRIEF 2 0.057 0.253 −0.438 to 0.553 0.227 .82
Parent-rated organizing materials

BRIEF 2 0.118 0.177 −0.230 to 0.465 0.663 .51
Parent-rated monitoring

BRIEF 2 0.291 0.327 −0.349 to 0.932 0.891 .37
Parent-rated metacognition

BRIEF 5 −0.144 0.131 −0.400 to 0.113 −1.099 .27
Teacher-rated metacognition

BRIEF 2 −0.116 0.171 −0.451 to 0.220 −0.676 .50
Parent-rated disruptive behavior disorder

ADHD-RS 1 0.350 0.242 −0.124 to 0.825 1.447 .15

BOSSh 2 −0.187 0.170 −0.521 to 0.147 −1.096 .27

CBCi 3 −0.504 0.111 −0.720 to −0.287 −4.550 <.001

DBDRS 5 −0.306 0.125 −0.552 to −0.060 −2.441 .02

FBB-SSVj 3 −0.127 0.154 −0.428 to 0.174 −0.826 .41
Teacher-rated disruptive behavior disorder

ADHD-RS 1 0.076 0.239 −0.392 to 0.545 0.319 .75

DBDRS 4 0.009 0.141 −0.267 to 0.286 0.065 .95
Computer-rated visual attention

ANTk 5 0.014 0.112 −0.207 to 0.234 0.121 .90

ASTl 2 −0.114 0.183 −0.473 to 0.244 −0.624 .53

BVRTm 1 0.000 0.263 −0.516 to 0.516 0.000 >.99

CPTn 8 −0.419 0.124 −0.662 to −0.176 −3.377 <.001

IEDo 1 −0.313 0.260 −0.822 to 0.196 −1.205 .23

IVA/CPTp 6 −0.250 0.132 −0.508 to 0.009 −1.892 .06

RTIq 2 −0.425 0.186 −0.790 to −0.060 −2.280 .02

RVIPr 4 −0.021 0.130 −0.275 to 0.233 −0.165 .87
Computer-rated auditory attention

CAVLT-2s 5 0.011 0.147 −0.276 to 0.298 0.074 .94

IVA/CPT 4 −0.084 0.195 −0.467 to 0.298 −0.431 .67
Parent-rated sensitivity to punishment and sensitivity to reward

SPSRQ-Ct 4 −0.147 0.128 −0.399 to 0.104 −1.148 .25
Parent-rated quality of life

PedsQLu 1 0.646 0.263 0.131 to 1.161 2.458 .01
Self-rated quality of life

PedsQL 1 0.042 0.256 −0.460 to 0.544 0.163 .87
Computer-rated reading fluency

LOGOSv 2 0.014 0.186 −0.351 to 0.379 0.073 .94
Parent-rated adherence to stimulants

Adherence to stimulants 1 −0.113 0.125 −0.358 to 0.132 −0.906 .37

aADHD-RS: ADHD Rating Scale.

bConners 3-P: Conners 3 Parent Rating Scale.

cDBDRS: Disruptive Behavior Disorder Rating Scale.

dConners 3-T: Conners 3 Teacher Rating Scale.

eBRIEF: Behavior Rating Inventory of Executive Function.

fBASC: Behavior Assessment System for Children.

gWISC-IV: Backward Digit Span of the Wechsler Intelligence Scale for Children-IV.

hBOSS: Behavioral Observation of Students in Schools.

iCBC: Child Behavior Checklist.

jFBB-SSV: Fremdbeurteilungsbogen für Störungen des Sozialverhaltens.

kANT: Attention Network Test.

lAST: Attention Switching Task.

mBVRT: Benton Visual Retention Test.

nCPT: Continuous Performance Test.

oIED: Intraextra Dimensional Set Shift.

pIVA/CPT: Integrated Visual and Auditory Continuous Performance Test.

qRTI: Reaction Time.

rRVIP: Rapid Visual Information Processing.

sCAVLT-2: Children’s Auditory Verbal Learning Test-2.

tSPSRQ-C: Sensitivity to Punishment and Sensitivity to Reward Questionnaire for Children.

uPedsQL: Pediatric Quality of Life Inventory.

vLOGOS: Logometrica.