Working memory training in young children with ADHD : a randomized placebo‐controlled trial
Open accessAbstract
Background: Until now, working memory training has not reached sufficient evidence as effective treatment for ADHD core symptoms in children with ADHD ; for young children with ADHD , no studies are available. To this end, a triple‐blind, randomized, placebo‐controlled study was designed to assess the efficacy of Cogmed Working Memory Training ( CWMT ) in young children with ADHD . Methods: Fifty‐one children (5–7 years) with a DSM ‐ IV ‐ TR diagnosis of ADHD (without current psychotropic medication) were randomly assigned to the active (adaptive) or placebo (nonadaptive) training condition for 25 sessions during 5 weeks. The compliance criterion (>20 sessions) was met for 47 children. The primary outcome measure concerned the core behavioural symptoms of ADHD , measured with the ADHD Rating Scale IV ( ADHD ‐ RS ). Secondary outcome measures were neurocognitive functioning, daily executive functioning, and global clinical functioning. The influence of the increase in difficulty level (Index‐Improvement) for the treatment group was also analysed. Clinical trial registration information – ‘Working Memory Training in Young ADHD Children’; www.clinicaltrials.gov ; NCT 00819611. Results: A significant improvement in favour of the active condition was found on a verbal working memory task ( p = .041; adapted Digit Span WISC ‐ III , backward condition). However, it did not survive correction for multiple testing. No significant treatment effect on any of the primary or other secondary outcome measurements was found. The Index‐Improvement significantly contributed to ADHD ‐ RS and the Behavior Rating Inventory of Executive Function, both rated by the teacher, but revealed no significant group difference. Conclusions: This study failed to find robust evidence for benefits of CMWT over the placebo training on behavioural symptoms, neurocognitive, daily executive, and global clinical functioning in young children with ADHD .
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- Findingown data
The study showed an effect size of 0.28 for the total score on the ADHD Rating Scale IV-investigator.
“Our study showed an ES of 0.28 for the total score on the ADHD Rating Scale IV-investigator, which is in accordance with the mean ES”
Quote in the paperSubstantial claim - Findingown data
A significant improvement in favour of the active condition was found on the backward condition of the Adapted Digit Span WISC-III (p = .041).
“A significant improvement in favour of the active condition was found on a verbal working memory task (p = .041;adapted Digit Span WISC-III, backward condition).”
- Also stated in: § Neurocognitive functioning outcomes · plain
“A significant difference in favour of the WMG was found on the backward condition of the DS (p = .041)”
Quote in the paperNot a substantial claim - Also stated in: § Neurocognitive functioning outcomes · plain
- Findingown data
No significant treatment effect was found on the primary outcome, the ADHD-RS-I total or subscales (inattention p = .380; hyperactivity/impulsivity p = .512; total p = .813).
“There were no treatment effects on the primary outcome measurement, i.e., any of the ADHD-RS-I subscales (inattention: p = .380;hyperactivity/ impulsivity: t(41) = À0.655,p = .512,total: t (41) = À0.237,p = .813).”
Quote in the paperSubstantial claim - Findingown data
No relationship was found between Index-Improvement and the backward Digit Span (r = .129, p = .568).
“A correlation analysis (chosen because of violation of normality) showed no relationship between Index-Improvement and the backward DS (r = .129,p = .568).”
Quote in the paperNot a substantial claim - Findingown data
There was a significant difference between groups on the Start Index (p < .001).
“There was a significant difference between groups (p < .001) on the Start Index.”
Quote in the paperNot a substantial claim
- Findingown data
Both the active and placebo conditions improved on many outcome measures over time.
“Further, both the active and the placebo condition improved on many outcome measures over time.”
- Also stated in: § Results · plain
“Note that time differences, i.e., improvement independent of the groups, were often present.”
Quote in the paperNot a substantial claim - Also stated in: § Results · plain
- Findingown data
The working memory group significantly improved on the training task, as shown by a significant difference between Start Index and Max Index (t(25) = 15.59, p < .001).
“Nevertheless, the WMG significantly improved on the task, as illustrated by a significant difference between the Start Index and the Max Index (t(25) = 15.59,p < .001).”
Quote in the paperNot a substantial claim - Findingown data
No effect was found between CGI-I improvement categories and Index-Improvement in the working memory group (F(20) = 0.145, p = .866).
“Lastly, an ANOVA between the improvement CGI-I categories as fixed factor and the Index-Improvement from the WMG as dependent variable, did not show an effect (F(20) = 0.145, p = .866).”
Quote in the paperNot a substantial claim - Findingown data
No significant differences were found on global clinical functioning outcomes (CGI-I p = .124; CGAS p = .514).
“There were no significant differences on the global clinical functioning outcomes (CGI-I: v 2 -test, p = .124;CGAS: t(44) = À0.658,p = .514).”
Quote in the paperSubstantial claim - Findingown data
The mean Index-Improvement of the working memory group did not significantly differ from the mean Index-Improvement of all Cogmed JM users in 2012 (16.60 vs 18.44; p = .081).
“The mean Index-Improvement of all Cogmed JM users in 2012 (18.44 Æ 6.17; S. S€ oderqvist, Cogmed employee, personal communication, October, 17, 2013) did not significantly differ from the mean Index-Improvement of the WMG in the current sample (16.60 Æ 5.170; t(26) = À1.818,p = .081).”
Quote in the paperNot a substantial claim - Findingown data
The significant advantage on the backward Digit Span did not survive Bonferroni correction for multiple testing (corrected threshold p = .002).
“However, it did not survive correction for multiple testing.”
- Also stated in: § Neurocognitive functioning outcomes · plain
“which did not survive the Bonferroni corrected significance level of p = .002.”
Quote in the paperSubstantial claim - Also stated in: § Neurocognitive functioning outcomes · plain
- Findingown data
No significant correlation was found between baseline WM t-score on the BRIEF-P and Index-Improvement (r = -.268, p = .228).
“We were also unable to establish a significant correlation between the baseline WM t-score on the BRIEF-P and Index-Improvement (r = À.268, p = .228).”
Quote in the paperNot a substantial claim - Findingown data
The study supported the hypothesis that working memory aspects can change in children aged 5-7 years.
“We were able to provide support for the hypothesis that changes can be brought in aspects of WM in children as young as 5-7 year old”
Quote in the paperSubstantial claim - Findingown data
The study did not support the hypothesis that changes in trained measures transfer to untrained measures.
“but unable to support the hypothesis that changes in trained measures can affect untrained measures.”
Quote in the paperSubstantial claim - Findingown data
The study found time effects that were independent of group assignment.
“since our study showed time effects independent of group assignment”
Quote in the paperSubstantial claim - Findingown data
The study's own analysis yielded a standardized mean difference of 0.28 for the ADHD Rating Scale IV-investigator total score.
“Our study showed an ES of 0.28 for the total score on the ADHD Rating Scale IV-investigator”
Quote in the paperSubstantial claim - Study design and conductown data
All children were medication-naïve except one child who had quit medication more than 2 months before the study.
“All children were medication-na€ ıve, except for one child that quit medication (pipamperon and methylphenidate) more than 2 months before the start of the study.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
A sample-size calculation based on an expected effect size of 0.6, alpha of .05, and 10% dropout indicated that 50 children per group would give 81.2% power to detect treatment effects.
“At the start of the study, the only published randomized controlled trial on CWMT reported an ES of 0.6 for their primary outcome (Klingberg et al., 2005).Given an alpha error of .05 and a dropout of 10%, a sample of 50 children per group gives a power of 81.2% to detect treatment effects of 0.6 ES.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Klingberg et al., 2005
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- Study design and conductown data
Of the eight children who did not complete all training sessions, only one was in the working memory group.
“Of 8 children who did not complete all sessions of the training, only one was from the WMG.”
Quote in the paperNot a substantial claim - Interpretationcitation
The results were consistent with recent meta-analyses and reviews that questioned whether working memory training can produce transfer effects.
“These results were consistent with recent meta-analyses and reviews (Shipstead et al., 2012;Chacko et al., 2013;Melby-Lervag & Hulme, 2013;Rapport et al., 2013), which questioned if WMT could enable transfer effects.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Shipstead et al., 2012
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- cites Chacko et al., 2013
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- cites Melby-Lervag & Hulme, 2013
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- Study design and conductreasoning
No differences were found on baseline characteristics between the treatment groups.
“Expected as a result of randomization, no differences were found on baseline characteristics (see Table 2).”
Quote in the paperNot a substantial claim - Interpretationown data
The study failed to find robust evidence for benefits of Cogmed Working Memory Training over placebo training on behavioural symptoms, neurocognitive, daily executive, and global clinical functioning in young children with ADHD.
“This study failed to find robust evidence for benefits of CMWT over the placebo training on behavioural symptoms, neurocognitive, daily executive, and global clinical functioning in young children with ADHD.”
- Also stated in: § Discussion · plain
“no additional effect in favour of the active condition was found on any of the primary or other secondary outcome measurements.”
Quote in the paperSubstantial claim- Rests on an assumption: The nonadaptive placebo training condition does not produce active working memory training effects and therefore functions as a valid placebo.
- Rests on an assumption: The triple-blind assignment remained blinded throughout the trial.
- Also stated in: § Discussion · plain
- Premisecitation
Medication is currently the most effective treatment for ADHD.
“Medication is currently the most effective treatment for ADHD (Faraone & Buitelaar, 2010).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Faraone & Buitelaar, 2010
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- Premisecitation
Working memory shows rapid development throughout preschool and early school-age.
“WM shows a rapid development throughout preschool and early school-age (Carlson, 2005).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Carlson, 2005
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- Study design and conductown data
Compliance differed between the groups: 87.5% of children who did not finish training were in the placebo group.
“compliance in the current study was found to be different between groups, since 87.5% of the children who did not complete the training were in the PLG.”
Quote in the paperNot a substantial claim - Premisecitation
The memory process targeted by CWMT is not clearly the most impaired executive function in ADHD.
“the specific targeted memory is not clear-cut the most impaired executive function in ADHD (Rapport et al., 2013)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rapport et al., 2013
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- Premisereasoning
Working memory training is not yet a well-established treatment in populations of school-aged children with ADHD.
“In sum, WMT is not yet a well-established treatment in populations of school-aged children with ADHD.”
Quote in the paperSubstantial claim - Premisecitation
A relationship between ADHD symptoms and working memory deficits has already been observed at preschool age.
“A relationship between ADHD symptoms and WM deficits has already been observed at preschool age (Kalff et al., 2002;Thorell & W ahlstedt, 2006;Skogan et al., 2013).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Kalff et al., 2002
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- cites Thorell & W ahlstedt, 2006
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- cites Skogan et al., 2013
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- Premisenone given
Data on the efficacy of working memory training in a younger target group are not available yet.
“Data on the efficacy of WMT in a younger target group are not available yet.”
Quote in the paperSubstantial claim - Premisecitation
Medication has been found to be less effective in younger children with ADHD.
“Although medication has been found to be less effective in younger children with ADHD (Riddle et al., 2013), WM shows a rapid development throughout preschool and early school-age (Carlson, 2005).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Riddle et al., 2013
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- Study design and conductreasoning
Because the coach was blinded to group assignment in the triple-blind design, support and motivation could not be tailored to individual training results.
“could not be based on individual training results because the coach was blinded to group assignment (due to the triple-blind design).”
Quote in the paperNot a substantial claim - Interpretationown data
The study casts doubt on claims that CWMT effectively treats young children with ADHD.
“This study provides clinical implications by casting doubts on claims that CWMT is an effective treatment in young children with ADHD.”
Quote in the paperSubstantial claim - Premisecitation
Higher effect sizes were found for unblinded raters than for blinded raters.
“Moreover, higher ESs were found for unblinded raters than for blinded raters (Rapport et al., 2013;Sonuga-Barke et al., 2013).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Rapport et al., 2013
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- cites Sonuga-Barke et al., 2013
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- Premisecitation
Three of four studies that investigated efficacy on core behavioural symptoms of ADHD showed significant treatment effects.
“Three of four studies that investigated the efficacy on the core behavioural symptoms of ADHD showed significant treatment effects (Klingberg et al., 2005;Beck et al., 2010;Green et al., 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Klingberg et al., 2005
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- cites Beck et al., 2010
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- cites Green et al., 2012
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- Study design and conductown data
Children who completed training differed from those who did not, with the difference favoring completers.
“Comparison between children who did and did not complete the training showed a group difference in favour of the completers' group.”
Quote in the paperNot a substantial claim - Premisecitation
Prior treatment outcome studies in youth with ADHD indicate that support and motivation can improve parent-reported ADHD symptoms.
“treatment outcome studies in youth with ADHD have shown that support and motivation may improve parent reports of ADHD symptoms (Sonuga-Barke, Daley, Thompson, Laver-Bradbury, & Weeks, 2001)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sonuga-Barke, Daley, Thompson, Laver-Bradbury, & Weeks, 2001
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- Premisecitation
The CWMT placebo condition has been criticized for not matching the level of parental support given in the active condition.
“First, the CWMT placebo condition has been criticized in that it does not match with the intensity of parents' support of the active condition.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Chacko et al., 2013
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- Premisecitation
Two meta-analytic reviews and two reviews expressed further concerns about the efficacy of working memory training.
“In two meta-analytic reviews (Melby-Lervag & Hulme, 2013;Rapport, Orban, Kofler, & Friedman, 2013) and two reviews (Shipstead, Redick, & Engle, 2012;Chacko et al., 2013) further concerns were expressed about the efficacy of WM training (WMT).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Melby-Lervag & Hulme, 2013
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- cites Rapport, Orban, Kofler, & Friedman, 2013
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- cites Shipstead, Redick, & Engle, 2012
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- May combine two claims. 25
- Classified as probably not a substantial claim. 12
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Findingown dataThe BRIEF-P and ADHD-RS-I were not influenced by Index-Improvement as a covariate.
“Also, the BRIEF-P and the ADHD-RS-I were not influenced by the Index-Improvement as covariate.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNo significant treatment effect was found on the forward condition of the Adapted Digit Span (p = .980) or on any other neurocognitive outcome.
“No treatment effect was found on the DS forward condition (p = .980),or any of the other neurocognitive functioning outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe Index-Improvement significantly contributed to the teacher-rated ADHD-RS and BRIEF outcomes, but no significant group difference was revealed.
“The Index-Improvement significantly contributed to ADHD-RS and the Behavior Rating Inventory of Executive Function, both rated by the teacher, but revealed no significant group difference.”
- Also stated in: § The relation between Index-Improvement and outcome measures · plain
“The outcome of the BRIEF-T and ADHD-RS-T however, were significantly influenced by the Index-Improvement, even though no group difference was revealed (global executive composition BRIEF-T: Index-Improvement: t(42) = 2.401, p = .016;treatment effect: t(42) = 1.623, p = .105.ADHD-RS-T: Index-Improvement: t(42) = 2.073, p = .038;treatment effect: t(42) = 1.267, p = .205).”
Quote in the paperNot a substantial claim- Also stated in: § The relation between Index-Improvement and outcome measures · plain
May combine two claims.
Findingown dataAt baseline, 29.3% (12/41) of children reached the clinical threshold on the BRIEF-P WM subscale, and another 31.7% (13/41) scored subthreshold.
“A clinical threshold (t ≥ 6.5) was reached by 29.3% of the children (12/41).Another 31.7% (13/41) scored subthreshold (under clinical threshold but t ≥ 6).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNo significant treatment effects were observed on the ADHD-RS-T or on the BRIEF-P and BRIEF-T composite scores.
“Neither were treatment effects observed on the ADHD-RS-T or BRIEF-P and BRIEF-T composite scores.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe compliance criterion of more than 20 sessions was met by 47 children.
“The compliance criterion (>20 sessions) was met for 47 children.”
- Also stated in: § Demographic and clinical characteristics · plain
“Complier analyses thus were conducted for 47 children.”
Quote in the paperNot a substantial claim- Also stated in: § Demographic and clinical characteristics · plain
May combine two claims.
Study design and conductown dataParticipants, parents, teachers, training coaches, and investigators were blind to treatment assignment.
“The study was triple-blind since the participants (the children, their parents, and teachers), the training coaches and the investigators were blind to treatment assignment.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenAll variables were normally distributed within groups and variances were homogeneous among groups, unless explicitly stated and dealt with accordingly.
“All variables were distributed normally within groups and variances were homogeneous among groups, unless explicitly stated and dealt with accordingly.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationMissing data were imputed using multiple imputation with 20 iterations.
“Missing data were imputed, using multiple imputation with 20 iterations (Donders, van der Heijden, Stijnen, & Moons, 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Donders, van der Heijden, Stijnen, & Moons, 2006
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- Rests on an assumption: Missing data are missing at random and the multiple imputation model is appropriate.
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Study design and conductown dataAn ANCOVA controlling for baseline showed significant differences between completers and noncompleters, independent of treatment assignment, on inattentive (p = .007), hyperactive/impulsive (p = .006), and total (p = .003) ADHD-RS scores, with very unequal group sizes (completers N = 38, noncompleters N = 5).
“An ANCOVA controlling for baseline showed significant group differences between children that did and did not complete the entire training, independent of treatment assignment (inattentive: t(40) = À2.858,p = .007;hyperactive/impulsive: t(4) = À2.901,p = .006,total: t(40) = À3.172,p = .003).Note however, that group sizes were very unequal (completers N = 38, noncompleters N = 5).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe study used a triple-blind, randomized, placebo-controlled design.
“a triple-blind, randomized, placebo-controlled study was designed”
- Also stated in: § Trial design · plain
“Children with ADHD were randomly, triple-blindly, assigned to the active condition [the working memory group (WMG)] or the placebo condition [placebo group (PLG)] with stratification for age and gender.”
Quote in the paperSubstantial claim- Also stated in: § Trial design · plain
Classified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningA Bonferroni correction was applied to control for multiple comparisons, with significance levels of p = .008 for behavioural, p = .002 for neurocognitive, and p = .025 for global clinical variables.
“To evaluate the impact of multiple comparisons, a Bonferroni correction was performed, in which the amount of dependent variables corrected for was defined per level (the initial p-value of the matching level was divided by 6 behavioural, 18 neurocognitive and 2 global clinical variables, resulting in a significance level of p = .008,p = .002,and p = .025respectively).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAn intention-to-treat analysis was performed on all randomized children using the ADHD-RS-I.
“Finally, in addition to the analysis of all compliers describe above, an intention-to-treat (ITT) analysis was performed on all randomized children (independent of treatment completion) using the ADHD-RS-I.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataRandomization was stratified for age and gender, with predetermined random order and 1:1 allocation by a research team member not involved in data collection.
“Children with ADHD were randomly, triple-blindly, assigned to the active condition [the working memory group (WMG)] or the placebo condition [placebo group (PLG)] with stratification for age and gender.A research team member, not involved in data collection, assigned the children (in predetermined random order and 1:1 allocation).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study was approved by the local Dutch Medical Ethics Committee and conducted in accordance with the Declaration of Helsinki; parents gave written informed consent and children gave oral assent.
“The study was approved by the local Dutch Medical Ethics Committee and conducted in accordance with the declaration of Helsinki.All parents gave their written informed consent before participation; their children gave their oral assent.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataIn young children with ADHD, Cogmed Working Memory Training did not produce a significant treatment effect on the primary outcome or on other secondary outcomes.
“No significant treatment effect on any of the primary or other secondary outcome measurements was found.”
- Also stated in: § Behavioural functioning outcomes · plain
“There were no treatment effects on the primary outcome measurement, i.e., any of the ADHD-RS-I subscales (inattention: p = .380;hyperactivity/ impulsivity: t(41) = À0.655,p = .512,total: t (41) = À0.237,p = .813).”
- Also stated in: § Discussion · plain
“no additional effect in favour of the active condition was found on any of the primary or other secondary outcome measurements.”
Quote in the paperSubstantial claim- Rests on an assumption: The nonadaptive placebo training condition does not produce active working memory training effects and therefore functions as a valid placebo.
- Rests on an assumption: The triple-blind assignment remained blinded throughout the trial.
- Also stated in: § Behavioural functioning outcomes · plain
Classified as probably not a substantial claim.
PremisecitationInconsistent findings within and between studies have yielded doubt about the generalization of the trained task effect in working memory training.
“Inconsistent findings within and between studies, yielded doubt about the generalization of the trained task effect in this training (Chacko et al., 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Chacko et al., 2013
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Study design and conductreasoningIn the placebo condition, training was less challenging and each session was shorter than in the active condition, because difficulty stayed stable while training skills improved.
“due to a stable difficulty level along with improvement in training skills, training is less challenging and training time per session is shorter in the placebo condition than in the active condition.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationThis difference may have harmed the quality of parent interaction and coach involvement during training.
“This possibly influenced the quality of interaction with the parent and involvement of the coach during training negatively (Chacko et al., 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Chacko et al., 2013
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Interpretationown dataThe 95% confidence intervals of the b-values were centered on zero, which supported a true absence of group differences rather than a type-II error.
“The fact that the 95%-CIs of the b-values were centred around zero (see Figure 1, appendix), supported an actual lack of difference between groups rather than a type-II error.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationWorking memory is regarded as a fundamental higher-order function that underlies other executive functions and is essential for goal-directed behaviour.
“CWMT is based on the rationale that working memory (WM) (i.e., the ability to temporarily hold information while simultaneously manipulating the information (Baddeley, 1986)) is regarded as a fundamental higher-order function, underlying other executive functions (EFs) (Klingberg et al., 2005) and essential for goaldirected behaviour (Molfese & Molfese, 2002).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Klingberg et al., 2005
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- cites Molfese & Molfese, 2002
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PremisecitationFive studies reported neurocognitive data and found improvement on at least one trained working memory task.
“Five studies reported on neurocognitive data and found improvement on at least one trained WM task (Klingberg et al., 2002(Klingberg et al., , 2005;;Holmes et al., 2009;Gray et al., 2012;Green et al., 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Klingberg et al., 2002
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- cites Klingberg et al., 2005
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- cites Holmes et al., 2009
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PremisecitationSix studies have examined the efficacy of the original version of CWMT in children with ADHD; all but one used a randomized controlled trial design.
“So far, six studies examined the efficacy of the original version of CWMT in children with ADHD (Klingberg, Forssberg, & Westerberg, 2002;Klingberg et al., 2005;Holmes, Gathercole, & Dunning, 2009;Beck, Hanson, Puffenberger, Benninger, & Benninger, 2010;Gray et al., 2012;Green et al., 2012); all but one (Holmes et al., 2009) used a randomized controlled trial design.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Klingberg, Forssberg, & Westerberg, 2002
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- cites Klingberg et al., 2005
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- cites Holmes, Gathercole, & Dunning, 2009
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PremisecitationRapport and colleagues concluded that CWMT was associated with moderate near-transfer effects only (d = 0.63), with cognitive and behavioural far-transfer effects lacking.
“Rapport and colleagues explicitly targeted near versus far-transfer effects in their meta-analysis and concluded that CWMT was associated with moderate near-transfer effects only (d = 0.63).Cognitive and behavioural far-transfer effects were lacking.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rapport et al., 2013
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PremisecitationInsufficient knowledge about the long-term safety and efficacy of medication, and the continuous need for treatment, motivate nonpharmacological alternatives for ADHD.
“However, insufficient knowledge about longterm safety (Berger, Dor, Nevo, & Goldzweig, 2008) and efficacy (van de Loo-Neus, Rommelse, & Buitelaar, 2011), as well as the continuous need for treatment (Jensen et al., 2007;Murray et al., 2008) call for nonpharmacological alternatives.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Berger, Dor, Nevo, & Goldzweig, 2008
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- cites van de Loo-Neus, Rommelse, & Buitelaar, 2011
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- cites Jensen et al., 2007
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InterpretationreasoningGiven the sample's characteristics, the findings should not be assumed to apply to non-Caucasian races, ages outside 5-7 years, or children with IQ below 80.
“Due to the sample characteristics, current findings should not be presumed to be applicable to races other than Caucasian, other age-ranges than 5-7 years, or children with IQs lower than 80.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningThe sample was smaller than planned because of recruitment difficulties, increasing the chance of a type-II error.
“the sample was smaller in size than planned, due to recruitment difficulties, leading to an elevated chance for making a type-II error.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationTwo meta-analyses of nonpharmacological treatment studies in children with ADHD were unable to derive an overall significant effect size for core ADHD symptoms for cognitive training or for several neurocognitive functions.
“Recently, two meta-analyses on nonpharmacological treatment studies in children with ADHD were unable to derive an overall significant effect size (ES) for the core symptoms of ADHD for cognitive training (Hodgson, Hutchinson, & Denson, 2012;Sonuga-Barke et al., 2013) as well as for several neurocognitive functions (Hodgson et al., 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Hodgson, Hutchinson, & Denson, 2012
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- cites Sonuga-Barke et al., 2013
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- cites Hodgson et al., 2012
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PremisecitationFour of these studies reported non-trained neurocognitive outcome measures, with two showing significant improvement on working memory, response inhibition, and attention.
“Four of these studies reported nontrained neurocognitive outcome measures, with two showing significant improvement (i.e., on WM, response inhibition and attention) (Klingberg et al., 2002(Klingberg et al., , 2005)).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Klingberg et al., 2002
Not checked in the free run.
- cites Klingberg et al., 2005
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationThe hypothesis underlying working memory training is that working memory performance principally reflects the effects of a general-purpose attentional system and that effective working memory training should lead to growth in domain-general attentional capacity and show transfer effects to untrained tasks.
“The hypothesis underlying WMT is that WM performance principally reflects the effects of a general-purpose attentional system and that effective WM training should (a) lead to a growth in a domain-general attentional capacity, and (b) show transfer effects to untrained tasks (Barnett & Ceci, 2002;Shipstead et al., 2012).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Barnett & Ceci, 2002
Not checked in the free run.
- cites Shipstead et al., 2012
Not checked in the free run.
The paper relies on this without support.
The nonadaptive placebo training condition does not produce active working memory training effects and therefore functions as a valid placebo.
“The placebo condition was completely identical to the active condition, except that the items to be remembered did not exceed the starting level of two items.”
The paper relies on this without support.
The active condition's difficulty adjustment actually increases working memory load and engages the intended training mechanisms.
“In the active condition, the software adjusted task difficulty based on the child's performance.”
The paper relies on this without support.
Missing data are missing at random and the multiple imputation model is appropriate.
“Missing data were imputed, using multiple imputation with 20 iterations (Donders, van der Heijden, Stijnen, & Moons, 2006).”
The paper relies on this without support.
The triple-blind assignment remained blinded throughout the trial.
“The study was triple-blind since the participants (the children, their parents, and teachers), the training coaches and the investigators were blind to treatment assignment.”
The paper relies on this without support.
The Index-Improvement provided by Cogmed validly measures improvement on the trained working memory tasks.
“Trained task effects were assessed through a task improvement index (Index-Improvement) provided by Cogmed, calculated by subtracting the 'Start index' (average performance on days 2 and 3 from 4 of the tasks in the programme) from the 'Max index' (average of the best 2 trials over the course of the training).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Existing cognitive training programs have shown limited efficacy.
“existing cognitive training programs have shown limited efficacy.”
From Proof-of-concept study of an at-home, engaging, digital intervention for pediatric ADHD (2018) · cites this paper as [18]
Equivocal findings from meta-analyses of cognitive training programs have been reported, such as inadequate generalizability of effects outside of training and limitations of addressing cognitive processes versus core symptoms.
“equivocal findings from meta-analyses have been reported, such as inadequate generalizability of effects outside of training and the limitations of addressing cognitive processes versus core symptoms [18–20].”
From Proof-of-concept study of an at-home, engaging, digital intervention for pediatric ADHD (2018) · cites this paper as [18]
Statistics that don’t add up
Each reported p-value recomputed from its test statistic and degrees of freedom.
Inconsistent p-value: t(42) = 1.267, p = .205
MinorThe paper reports p = .205 here; recomputing from the test statistic and its degrees of freedom gives p = .212 (two-tailed). The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .205 · recomputed p = .212
“t(42) = 1.267, p = .205”
Inconsistent p-value: t(41) = À0.655,p = .512
MinorThe paper reports p = .512 here; recomputing from the test statistic and its degrees of freedom gives p = .516 (two-tailed). The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .512 · recomputed p = .516
“t(41) = À0.655,p = .512”
Inconsistent p-value: t(4) = À2.901,p = .006
MinorThe paper reports p = .006 here; recomputing from the test statistic and its degrees of freedom gives p = .044 (two-tailed). The check cannot tell whether the statistic or the p-value is the misprint.
Reported p = .006 · recomputed p = .044
“t(4) = À2.901,p = .006”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Doesn’t add upt(41) = -0.655reported p = .512 · recomputed p = .516
“t(41) = À0.655,p = .512”
- Doesn’t add upt(42) = 1.267reported p = .205 · recomputed p = .212
“t(42) = 1.267, p = .205”
- Doesn’t add upt(4) = -2.901reported p = .006 · recomputed p = .044
“t(4) = À2.901,p = .006”
- Not confirmedt(42) = 2.401reported p = .016 · recomputed p = .021
“t(42) = 2.401, p = .016”
- Not confirmedt(42) = 1.623reported p = .105 · recomputed p = .112
“t(42) = 1.623, p = .105”
- Not confirmedt(42) = 2.073reported p = .038 · recomputed p = .044
“t(42) = 2.073, p = .038”
- Consistentt(41) = -0.237reported p = .813 · recomputed p = .814
“t (41) = À0.237,p = .813”
- Consistentt(44) = -0.658reported p = .514 · recomputed p = .514
“t(44) = À0.658,p = .514”
- Consistentt(25) = 15.59reported p < .001 · recomputed p < .001
“t(25) = 15.59,p < .001”
- Consistentt(26) = -1.818reported p = .081 · recomputed p = .081
“t(26) = À1.818,p = .081”
- Consistentt(40) = -2.858reported p = .007 · recomputed p = .007
“t(40) = À2.858,p = .007”
- Consistentt(40) = -3.172reported p = .003 · recomputed p = .003
“t(40) = À3.172,p = .003”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Reported comorbidity conflicts with an exclusion criterion
MinorThe exclusion criteria permit only two specified comorbid psychiatric diagnoses, but Table 2 reports a participant with Disruptive Behaviour NOS.
“another comorbid psychiatric diagnosis except for Pervasive Developmental Disorder Not Otherwise Specified or Oppositional Defiant Disorder”
“| Disruptive Behaviour NOS | 0 (0) | 1 (4.8) | |”
Compliance cutoff differs between sections
MinorThe abstract defines compliance as more than 20 sessions, whereas the Methods section defines a complier as completing at least 20 sessions. A child completing exactly 20 sessions would be classified differently under the two rules.
“The compliance criterion (>20 sessions) was met for 47 children.”
“A complier was defined by fulfilment of at least 20 sessions as defined in the study by Klingberg et al. (2005).”
Cites
Jacobson, N. S., & Truax, P. (1991) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.59.1.12 · Cited by 7,770 · see citing works
A Children's Global Assessment Scale (CGAS)
Shaffer, D. (1983) · Archives of General Psychiatry · doi:10.1001/archpsyc.1983.01790100074010 · Cited by 3,716 · see citing works
SHAFFER, D., FISHER, P., LUCAS, C. P., DULCAN, M. K., & SCHWAB-STONE, M. E. (2000) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200001000-00014 · Cited by 3,505 · see citing works
Review: a gentle introduction to imputation of missing values.
Donders, A. R. T., van der Heijden, G. J. M. G., Stijnen, T., & Moons, K. G. M. (2006) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2006.01.014 · Cited by 2,582 · see citing works
When and where do we apply what we learn?: A taxonomy for far transfer
Barnett, S. M., & Ceci, S. J. (2002) · Psychological Bulletin · doi:10.1037/0033-2909.128.4.612 · Cited by 2,076 · see citing works
Computerized training of working memory in children with ADHD – a randomized, controlled trial
Klingberg, T., Fernell, E., Olesen, P. J., Johnson, M., Gustafsson, P., Dahlström, K., Gillberg, C. G., Forssberg, H., & Westerberg, H. (2005) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200502000-00010 · Cited by 1,949 · see citing works
TEST REVIEW behavior rating inventory of executive function.
Gioia, G. A., Isquith, P. K., Guy, S. C., & Kenworthy, L. (2000) · Child Neuropsychology · doi:10.1076/chin.6.3.235.3152 · Cited by 1,925 · see citing works
Is working memory training effective? A meta-analytic review
Melby-Lervåg, M., & Hulme, C. (2013) · Developmental Psychology · doi:10.1037/a0028228 · Cited by 1,782 · see citing works
Developmentally Sensitive Measures of Executive Function in Preschool Children
Carlson, S. M. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_3 · Cited by 1,638 · see citing works
Gerstadt, C. L., Hong, Y. J., & Diamond, A. (1994) · Cognition · doi:10.1016/0010-0277(94)90068-x · Cited by 1,598 · see citing works
Autism screening questionnaire: diagnostic validity
Berument, S. K., Rutter, M., Lord, C., Pickles, A., & Bailey, A. (1999) · British Journal of Psychiatry · doi:10.1192/bjp.175.5.444 · Cited by 1,464 · see citing works
Increased prefrontal and parietal activity after training of working memory
Olesen, P. J., Westerberg, H., & Klingberg, T. (2004) · Nature Neuroscience · doi:10.1038/nn1165 · Cited by 1,317 · see citing works
Manual for the Wechsler intelligence scale for children
Wechsler, D. (1974) · Psychological Corp. eBooks · Cited by 1,303 · see citing works
Training of Working Memory in Children With ADHD
Klingberg, T., Forssberg, H., & Westerberg, H. (2002) · Journal of Clinical and Experimental Neuropsychology · doi:10.1076/jcen.24.6.781.8395 · Cited by 1,225 · see citing works
Sonuga-Barke, E. J. S., Brandeis, D., Cortese, S., Daley, D., Ferrin, M., Holtmann, M., Stevenson, J., Danckaerts, M., van der Oord, S., Döpfner, M., et al. (2013) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2012.12070991 · Cited by 1,167 · see citing works
Self-citationIs working memory training effective?
Shipstead, Z., Redick, T. S., & Engle, R. W. (2012) · Psychological Bulletin · doi:10.1037/a0027473 · Cited by 1,101 · see citing works
Training and transfer effects of executive functions in preschool children
Thorell, L. B., Lindqvist, S., Bergman Nutley, S., Bohlin, G., & Klingberg, T. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2008.00745.x · Cited by 1,041 · see citing works
Adaptive training leads to sustained enhancement of poor working memory in children
Holmes, J., Gathercole, S. E., & Dunning, D. L. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00848.x · Cited by 961 · see citing works
The Development of Executive Attention: Contributions to the Emergence of Self-Regulation
Rueda, M. R., Posner, M. I., & Rothbart, M. K. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_2 · Cited by 813 · see citing works
3-year follow-up of the NIMH MTA study
JENSEN, P. S., ARNOLD, L. E., SWANSON, J. M., VITIELLO, B., ABIKOFF, H. B., GREENHILL, L. L., HECHTMAN, L., HINSHAW, S. P., PELHAM, W. E., WELLS, K. C., et al. (2007) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e3180686d48 · Cited by 643 · see citing works
Changes in cortical dopamine D1 receptor binding associated with cognitive training
McNab, F., Varrone, A., Farde, L., Jucaite, A., Bystritsky, P., Forssberg, H., & Klingberg, T. (2009) · Science · doi:10.1126/science.1166102 · Cited by 545 · see citing works
Rapport, M. D., Orban, S. A., Kofler, M. J., & Friedman, L. M. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.08.005 · Cited by 517 · cited 1× · see citing works
“These results were consistent with recent meta-analyses and reviews (Shipstead et al., 2012; Chacko et al., 2013; Melby-Lervag & Hulme, 2013; Rapport et al., 2013), which questioned if working memory training could enable transfer effects.”
ResultComparing the efficacy of stimulants for ADHD in children and adolescents using meta-analysis
Faraone, S. V., & Buitelaar, J. (2010) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-009-0054-3 · Cited by 485 · see citing works
Self-citationBarkley, R. A., & Murphy, K. R. (2010) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acq014 · Cited by 468 · see citing works
SONUGA-BARKE, E. J. S., DALEY, D., THOMPSON, M., LAVER-BRADBURY, C., & WEEKS, A. (2001) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200104000-00008 · Cited by 415 · see citing works
The shape school: Assessing executive function in preschool children
Espy, K. A. (1997) · Developmental Neuropsychology · doi:10.1080/87565649709540690 · Cited by 315 · see citing works
A Controlled Trial of Working Memory Training for Children and Adolescents with ADHD
Beck, S. J., Hanson, C. A., Puffenberger, S. S., Benninger, K. L., & Benninger, W. B. (2010) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2010.517162 · Cited by 311 · see citing works
Adult Outcome of Attention-Deficit/Hyperactivity Disorder: A Controlled 16-Year Follow-Up Study
Biederman, J., Petty, C. R., Woodworth, K. Y., Lomedico, A., Hyder, L. L., & Faraone, S. V. (2012) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.11m07529 · Cited by 291 · see citing works
Raaijmakers, M. A. J., Smidts, D. P., Sergeant, J. A., Maassen, G. H., Posthumus, J. A., van Engeland, H., & Matthys, W. (2008) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-008-9235-7 · Cited by 271 · see citing works
Gray, S. A., Chaban, P., Martinussen, R., Goldberg, R., Gotlieb, H., Kronitz, R., Hockenberry, M.-N., & Tannock, R. (2012) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2012.02592.x · Cited by 270 · see citing works
Zhang, S., Faries, D. E., Vowles, M., & Michelson, D. (2005) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.7 · Cited by 257 · see citing works
Executive functioning deficits in relation to symptoms of ADHD and/or ODD in preschool children
Thorell, L. B., & Wåhlstedt, C. (2006) · Infant and Child Development · doi:10.1002/icd.475 · Cited by 229 · see citing works
Neuronal effects following working memory training.
Buschkuehl, M., Jaeggi, S. M., & Jonides, J. (2012) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.10.001 · Cited by 212 · see citing works
The Preschool Attention-Deficit/Hyperactivity Disorder Treatment Study (PATS) 6-Year Follow-Up
Riddle, M. A., Yershova, K., Lazzaretto, D., Paykina, N., Yenokyan, G., Greenhill, L., Abikoff, H., Vitiello, B., Wigal, T., McCracken, J. T., et al. (2013) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2012.12.007 · Cited by 202 · see citing works
Green, C. T., Long, D. L., Green, D., Iosif, A.-M., Dixon, J. F., Miller, M. R., Fassbender, C., & Schweitzer, J. B. (2012) · Neurotherapeutics · doi:10.1007/s13311-012-0124-y · Cited by 176 · see citing works
Nonpharmacological Treatments for ADHD: A Meta-Analytic Review
Hodgson, K., Hutchinson, A. D., & Denson, L. (2014) · Journal of Attention Disorders · doi:10.1177/1087054712444732 · Cited by 168 · see citing works
Takeuchi, H., Taki, Y., Sassa, Y., Hashizume, H., Sekiguchi, A., Fukushima, A., & Kawashima, R. (2011) · PLoS ONE · doi:10.1371/journal.pone.0023175 · Cited by 166 · see citing works
Chacko, A., Feirsen, N., Bedard, A.-C., Marks, D., Uderman, J. Z., & Chimiklis, A. (2013) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2013.787622 · Cited by 128 · see citing works
van de Loo-Neus, G. H. H., Rommelse, N., & Buitelaar, J. K. (2011) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2011.03.008 · Cited by 98 · see citing works
Self-citationBerger, I., Dor, T., Nevo, Y., & Goldzweig, G. (2008) · Journal of Child Neurology · doi:10.1177/0883073808317726 · Cited by 88 · see citing works
Kalff, A. C., Hendriksen, J., Kroes, M., Vles, J., Steyaert, J., Feron, F., van Zeben, T. M. C. B., & Jolles, J. (2002) · Journal of Abnormal Child Psychology · doi:10.1023/a:1020859629994 · Cited by 84 · see citing works
Murray, D. W., Arnold, L. E., Swanson, J., Wells, K., Burns, K. E. A., Jensen, P. S., Hechtman, L. T., Paykina, N., Legato, L. J., & Strauss, T. (2008) · Current Psychiatry Reports · doi:10.1007/s11920-008-0068-4 · Cited by 80 · see citing works
Gibson, B. S., Gondoli, D. M., Johnson, A. C., Steeger, C. M., Dobrzenski, B. A., & Morrissey, R. A. (2011) · Child Neuropsychology · doi:10.1080/09297049.2010.551186 · Cited by 71 · see citing works
Skogan, A. H., Zeiner, P., Egeland, J., Rohrer-Baumgartner, N., Urnes, A.-G., Reichborn‐Kjennerud, T., & Aase, H. (2013) · Child Neuropsychology · doi:10.1080/09297049.2013.838213 · Cited by 56 · see citing works
Preliminary neuropsychological test results
de Sonneville, L. M. J., Schmidt, E., Michel, U., & Batzler, U. (1990) · European Journal of Pediatrics · doi:10.1007/bf02126298 · Cited by 45 · see citing works
Steenhuis, M., Serra, M., Minderaa, R. B., & Hartman, C. A. (2009) · Psychological Assessment · doi:10.1037/a0015925 · Cited by 42 · see citing works
Development of executive processes in early childhood
Smidts, D. P. (2003) · Minerva Access (University of Melbourne) · Cited by 15 · see citing works
Flagged first, then by citations
1 of the 48 references couldn’t be matched to a known paper.
Research works printed but not linked: 13
- American Psychiatric Association, 2000, Diagnostic and statistical manual of mental disorders. (4th text
- Baddeley A., 1986, Working Memory
- 10.4088/jcp.11 · DOI
- Guy W., 1976, ECDEU Assessment Manual for Psychopharmacology‐Revised
- Molfese D., 2002, Developmental and clinical variations in executive functions Developmental variations in learning: Applications to social, executive function, language, and reading skills
- Raven J.C., 1998, Raven's progressive matrices and vocabulary scales
- Schroots J.J.F., 1976, Leidse Diagnostische Test: Handleiding [Leiden Diagnostic Test: Manual]
- Smidts D.P., 2005, The shape school (Computer program) [E‐Prime computer Software]
- Smidts D., 2009, BRIEF Executieve Functies Gedragsvragenlijst
- Sonneville L.M., 1999, Amsterdam neuropsychological tasks: A computer‐aided assessment program, Computers in Psychology, 6, 187
- van der Steene G.B.A., 1997, WPPSI‐R. Wechsler Preschool and Primary Scale of Intelligence. Vlaams‐Nederlandse Aanpassing
- Wechsler D., 1949, Manual for the Wechsler Intelligence Scale for children
- Wechsler D., 1989, Manual for the Wechsler Preschool and Primary Scale of Intelligence Revised (WPPSI‐R)
Cited by
Sorted by citations
Melby-Lervåg, M., Redick, T. S., & Hulme, C. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691616635612 · Cited by 910 · see citing works
Hollis, C., Falconer, C. J., Martin, J. L., Whittington, C., Stockton, S., Glazebrook, C., & Davies, E. B. (2017) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12663 · Cited by 846 · see citing works
Evans, S. W., Owens, J. S., & Bunford, N. (2014) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2013.850700 · Cited by 728 · see citing works
Cortese, S., Ferrin, M., Brandeis, D., Buitelaar, J., Daley, D., Dittmann, R. W., Holtmann, M., Santosh, P., Stevenson, J., Stringaris, A., et al. (2015) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2014.12.010 · Cited by 627 · see citing works
Self-citationEvans, S. W., Owens, J. S., Wymbs, B. T., & Ray, A. R. (2018) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2017.1390757 · Cited by 477 · see citing works
Weicker, J., Villringer, A., & Thöne-Otto, A. (2016) · Neuropsychology · doi:10.1037/neu0000227 · Cited by 147 · see citing works
Bigorra, A., Garolera, M., Guijarro, S., & Amaia Hervas, G. (2015) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-015-0804-3 · Cited by 146 · see citing works
Peijnenborgh, J., Hurks, P. P. M., Aldenkamp, A. P., Vles, J. S. H., & Hendriksen, J. G. M. (2015) · Neuropsychological Rehabilitation · doi:10.1080/09602011.2015.1026356 · Cited by 134 · see citing works
The cognitive and academic benefits of Cogmed: A meta-analysis
Aksayli, N. D., Sala, G., & Gobet, F. (2019) · Educational Research Review · doi:10.1016/j.edurev.2019.04.003 · Cited by 123 · see citing works
Proof-of-concept study of an at-home, engaging, digital intervention for pediatric ADHD
Davis, N. O., Bower, J., & Kollins, S. H. (2018) · PLOS ONE · doi:10.1371/journal.pone.0189749 · Cited by 106 · see citing works
van der Donk, M. L. A., Hiemstra‐Beernink, A., Kalff, A. C., van der Leij, A., & Lindauer, R. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01081 · Cited by 96 · see citing works
Computer-based Cognitive Training for ADHD
Sonuga-Barke, E., Brandeis, D., Holtmann, M., & Cortese, S. (2014) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2014.05.009 · Cited by 92 · see citing works
Steeger, C. M., Gondoli, D. M., Gibson, B. S., & Morrissey, R. A. (2016) · Child Neuropsychology · doi:10.1080/09297049.2014.994485 · Cited by 88 · see citing works
Halperin, J. M., & Marks, D. J. (2019) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13014 · Cited by 87 · see citing works
Veloso, A. S., Vicente, S., & Filipe, M. G. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02983 · Cited by 86 · see citing works
Qiu, H. J., Liang, X., Wang, P., Zhang, H., & Shum, D. (2023) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2023.103692 · Cited by 74 · see citing works
Shrestha, M., Lautenschleger, J., & Soares, N. (2020) · Translational Pediatrics · doi:10.21037/tp.2019.10.01 · Cited by 71 · see citing works
Nutley, S. B., & Söderqvist, S. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00069 · Cited by 71 · see citing works
Phillips, N. L., Mandalis, A., Benson, S. G., Parry, L., Epps, A., Morrow, A., & Lah, S. S. (2016) · Journal of Neurotrauma · doi:10.1089/neu.2015.4358 · Cited by 70 · see citing works
Nonpharmacologic Treatments for Attention-Deficit/Hyperactivity Disorder: A Systematic Review
Goode, A. P., Coeytaux, R. R., Maslow, G., Davis, N. O., Hill, S., Namdari, B., LaPointe, N. M. A., Befus, D., Lallinger, K. R., Bowen, S., et al. (2018) · PEDIATRICS · doi:10.1542/peds.2018-0094 · Cited by 64 · see citing works
Rajabi, S., Pakize, A., & Moradi, N. (2019) · Applied Neuropsychology Child · doi:10.1080/21622965.2018.1556101 · Cited by 58 · see citing works
Attention Deficit Hyperactivity Disorder: Diagnosis and Treatment in Children and Adolescents
Kemper, A. R., Maslow, G., Hill, S., Namdari, B., LaPointe, N. M. A., Goode, A. P., Coeytaux, R. R., Befus, D., Kosinski, A. S., Bowen, S., et al. (2017) · doi:10.23970/ahrqepccer203 · Cited by 56 · see citing works
Ang, S. Y., Lee, K., Cheam, F., Poon, K., & Koh, J. (2015) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2015.03.001 · Cited by 53 · see citing works
Brain Training in Children and Adolescents: Is It Scientifically Valid?
Rossignoli-Palomeque, T., Pérez-Hernández, E., & González-Marqués, J. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00565 · Cited by 52 · see citing works
Simone, A. N., Bedard, A., Marks, D. J., & Halperin, J. M. (2015) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617715001010 · Cited by 50 · see citing works
Smith, S. D., Vitulano, L., Katsovich, L., Li, S.-X., Moore, C. C., Li, F.-H., Grantz, H., Zheng, X.-X., Eicher, V., Guloksuz, S. A., et al. (2016) · Journal of Attention Disorders · doi:10.1177/1087054716647490 · Cited by 42 · see citing works
Minder, F., Zuberer, A., Brandeis, D., & Drechsler, R. (2018) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-018-1116-1 · Cited by 44 · see citing works
Pauli-Pott, U., Mann, C., & Becker, K. (2021) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-020-01627-z · Cited by 52 · see citing works
Powell, L., Parker, J., & Harpin, V. (2017) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-017-1092-x · Cited by 43 · see citing works
Simone, A. N., Marks, D. J., Bedard, A., & Halperin, J. M. (2017) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-017-0288-3 · Cited by 42 · see citing works
Nejati, V. (2020) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2020.101949 · Cited by 41 · see citing works
A Review of Working Memory Training in the Management of Attention Deficit Hyperactivity Disorder
Alsaad, M. S., Al-Jabri, B., & Almarzouki, A. (2021) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2021.686873 · Cited by 32 · see citing works
Hessl, D. R., Schweitzer, J. B., Nguyen, D. V., McLennan, Y. A., Johnston, C. K., Shickman, R., & Chen, Y. (2019) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-019-9264-2 · Cited by 38 · see citing works
Lotfi, Y., Rezazadeh, N., Moossavi, A., Haghgoo, H. A., Rostami, R., Bakhshi, E., Badfar, F., Moghadam, S. F., Sadeghi‐Firoozabadi, V., & Khodabandelou, Y. (2017) · Auris Nasus Larynx · doi:10.1016/j.anl.2017.01.011 · Cited by 35 · see citing works
Ackermann, S., Halfon, O., Fornari, E., Urben, S., & Bader, M. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.07.036 · Cited by 35 · see citing works
Liu, Z.-X., Lishak, V., Tannock, R., & Woltering, S. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2016.11.023 · Cited by 35 · see citing works
Lucchese, B. D., Parravicini, S., Filogna, S., Mangani, G., Beani, E., Lieto, M., Bardoni, A., Bertamino, M., Papini, M., Tacchino, C. M., et al. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1295273 · Cited by 33 · see citing works
Nejati, V. (2021) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2021.103937 · Cited by 33 · see citing works
Montgomery, J. W., Gillam, R. B., & Evans, J. L. (2016) · Journal of Speech Language and Hearing Research · doi:10.1044/2016_jslhr-l-15-0325 · Cited by 32 · see citing works
Nejati, V., Derakhshan, Z., & Mohtasham, A. (2023) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2023.103469 · Cited by 30 · see citing works
Dickstein, D. P., Cushman, G. K., Kim, K. L., Weissman, A. B., & Wegbreit, E. (2015) · CNS Spectrums · doi:10.1017/s109285291500036x · Cited by 29 · see citing works
Capodieci, A., Gola, M. L., Cornoldi, C., & Re, A. M. (2017) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803395.2017.1307946 · Cited by 26 · see citing works
Dovis, S., Marić, M., Prins, P. J. M., & der Oord, S. V. (2019) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-019-00308-5 · Cited by 25 · see citing works
Powell, L., Parker, J., Harpin, V., & Mawson, S. (2019) · Journal of Medical Internet Research · doi:10.2196/12831 · Cited by 24 · see citing works
Lawler, J. M., Esposito, E. A., Doyle, C., & Gunnar, M. R. (2019) · Development and Psychopathology · doi:10.1017/s0954579418001190 · Cited by 24 · see citing works
Effects of working memory training on children born preterm
Lee, C., Pei, J. R., Andrew, G., Kerns, K. A., & Rasmussen, C. (2016) · Applied Neuropsychology Child · doi:10.1080/21622965.2016.1161513 · Cited by 23 · see citing works
Smith, S. D., Crowley, M. J., Ferrey, A. E., Ramsey, K. L., Wexler, B. E., Leckman, J. F., & Sukhodolsky, D. G. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.06.021 · Cited by 23 · see citing works
Rosa, V. D. O., Maia, C. R. M., Wagner, F., Simioni, A., Bassotto, C. D. F., MORITZ, G., Schmitz, M. D., & Rohde, L. A. (2018) · Journal of Attention Disorders · doi:10.1177/1087054718816818 · Cited by 22 · see citing works
A feasibility trial of Cogmed working memory training in fragile X syndrome
Berkowitz-Sutherland, L., Schneider, A., Schweitzer, J. B., Hessl, D. R., Hagerman, R. J., & Au, J. (2015) · Journal of Pediatric Genetics · doi:10.3233/pge-14098 · Cited by 21 · see citing works
Ahn, S.-N., & Hwang, S. (2018) · Occupational Therapy International · doi:10.1155/2018/5029571 · Cited by 19 · see citing works
Effects of working memory intervention on students with reading comprehension difficulties
de Novaes, C. B., Zuanetti, P. A., & Fukuda, M. T. H. (2019) · Revista CEFAC · doi:10.1590/1982-0216/201921417918 · Cited by 19 · see citing works
Bharadwaj, S. V., Yeatts, P. E., & Headley, J. (2021) · Applied Neuropsychology Child · doi:10.1080/21622965.2021.1920943 · Cited by 18 · see citing works
Nejati, V., Fallah, F., & Raskin, S. A. (2022) · Clinical Child Psychology and Psychiatry · doi:10.1177/13591045221144356 · Cited by 18 · see citing works
Bollmann, S., Ghisleni, C., Poil, S., Martin, E., Ball, J., Eich‐Höchli, D., Klaver, P., Tuura, R., Michels, L., & Brandeis, D. (2015) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2015.1112034 · Cited by 18 · see citing works
Zhang, Y., Wang, H., Yan, C., Wang, L., Cheung, E. F. C., & Chan, R. C. K. (2019) · PsyCh Journal · doi:10.1002/pchj.271 · Cited by 18 · see citing works
Chen, S., Yu, J., Zhang, Q., Zhang, J. C., Zhang, Y., & Wang, J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.810298 · Cited by 17 · see citing works
Minder, F., Zuberer, A., Brandeis, D., & Drechsler, R. (2019) · Developmental Neurorehabilitation · doi:10.1080/17518423.2019.1600064 · Cited by 17 · see citing works
Zhang, B., & Robb, N. (2021) · JMIR Serious Games · doi:10.2196/27036 · Cited by 16 · see citing works
Cognitive training in children with hypoplastic left heart syndrome: A pilot randomized trial
Jordan, L. C., Siciliano, R. E., Cole, D. A., Lee, C. A., Patel, N. J., Murphy, L. K., Markham, L. W., Prussien, K. V., Gindville, M. C., & Compas, B. E. (2019) · Progress in Pediatric Cardiology · doi:10.1016/j.ppedcard.2019.101185 · Cited by 16 · see citing works
Zhang, B., & Robb, N. (2021) · SAGE Open · doi:10.1177/21582440211014507 · Cited by 15 · see citing works
The Cambridge Handbook of Applied School Psychology
Worrell, T. L. H. F. C. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532 · Cited by 15 · see citing works
Willoughby, M. T., Wylie, A. C., & Blair, C. (2019) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-019-00559-w · Cited by 15 · see citing works
Roording-Ragetlie, S., Klip, H., Buitelaar, J. K., & Slaats-Willemse, D. I. E. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1274-6 · Cited by 14 · see citing works
Self-citationBehavioral Intervention Technologies and Psychotherapy with Youth: A Review of the Literature
Bunge, E. L., Dickter, B., Jones, M. K., Alie, G., Spear, A., & Perales, R. (2015) · Current Psychiatry Reviews · doi:10.2174/1573400511666150930232254 · Cited by 14 · see citing works
Self‐Regulation and Developmental Psychopathology: Experiential Canalization of Brain and Behavior
Blair, C., Raver, C. C., & Finegood, E. D. (2016) · Wiley eBooks · doi:10.1002/9781119125556.devpsy213 · Cited by 14 · see citing works
The Effectiveness of Working Memory Training for Children With Low Working Memory
Spencer‐Smith, M. M., Quach, J., Mensah, F. K., Roberts, G., Gathercole, S. E., Wake, M. A., & Anderson, P. J. (2020) · PEDIATRICS · doi:10.1542/peds.2019-4028 · Cited by 13 · see citing works
Okur, M., & Aksoy, V. (2025) · Journal of Intelligence · doi:10.3390/jintelligence13020016 · Cited by 11 · see citing works
Cognitive rehabilitation with neurodevelopmental disorder: A systematic review
Ahn, S.-N., & Hwang, S. (2017) · Neurorehabilitation · doi:10.3233/nre-172146 · Cited by 11 · see citing works
The Hidden Classroom: How Gender Stereotypes Impact Academic Achievement
Gonzalez, A. M., Oh, J. H. J., & Baron, A. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.018 · Cited by 10 · see citing works
Nejati, V., & Derakhshan, Z. (2024) · Games for Health Journal · doi:10.1089/g4h.2023.0002 · Cited by 9 · see citing works
Zhou, J., Jiang, W., Wang, J., & Dou, J. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.05.028 · Cited by 9 · see citing works
Zou, X., Yu, F., Huang, Q., & Huang, Y. (2024) · Applied Neuropsychology Child · doi:10.1080/21622965.2024.2305874 · Cited by 9 · see citing works
Cognitive Brain Training, Video Games, and Creativity
Vartanian, O. A., & Beatty, E. L. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-801462-2.00009-6 · Cited by 9 · see citing works
Almarzouki, A. F., Bellato, A., Al-Saad, M. S. H., & Al-Jabri, B. A. (2022) · Applied Neuropsychology Child · doi:10.1080/21622965.2022.2070020 · Cited by 8 · see citing works
Si, F., Liu, L., Li, H., Sun, L., Cao, Q.-J., Lu, H., Wang, Y., & Qian, Q. (2021) · Psychiatry Investigation · doi:10.30773/pi.2020.0333 · Cited by 8 · see citing works
L’entraînement de la mémoire de travail par le programme Cogmed et le TDAH
Dentz, A., Parent, V., Gauthier, B., Guay, M.-C., & Romo, L. (2016) · Psychologie Française · doi:10.1016/j.psfr.2015.06.002 · Cited by 7 · see citing works
Alipanah, M., Pourmohamadreza‐Tajrishi, M., Nejati, V., & Vahedi, M. (2022) · فصلنامه علمی پژوهشی توانبخشی · doi:10.32598/rj.23.3.487.17 · Cited by 7 · see citing works
Social and Emotional Learning in Schools
DiPerna, J. C., Frey, J. R., & Hart, S. C. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.025 · Cited by 7 · see citing works
Chan, E. S. M., Gaye, F., Cole, A. M., Singh, L. J., & Kofler, M. J. (2023) · Neuropsychology · doi:10.1037/neu0000918 · Cited by 6 · see citing works
Training Working Memory: Anatomy Matters
Simon, A. J., Skinner, S. N., & Ziegler, D. A. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.1513-16.2016 · Cited by 6 · see citing works
Nejati, V., & Peyvandi, A. (2023) · Child Neuropsychology · doi:10.1080/09297049.2023.2252962 · Cited by 6 · see citing works
Ralph, K. J., Gibson, B. S., Gondoli, D. M., Sztybel, P., Pauszek, J. R., Miller, R. W., & Litzow, E. (2017) · Journal of Cognitive Enhancement · doi:10.1007/s41465-017-0043-2 · Cited by 6 · see citing works
Fernández-Daza, M. P. (2019) · Revista Guillermo de Ockham · doi:10.21500/22563202.3958 · Cited by 6 · see citing works
Villemonteix, T. (2017) · Neuropsychiatrie de l Enfance et de l Adolescence · doi:10.1016/j.neurenf.2017.07.003 · Cited by 6 · see citing works
Learning Disabilities in Mathematics
McKerracher, A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.004 · Cited by 6 · see citing works
A systematic review and content analysis of serious video games for children with ADHD
Schultz, B. K., Evans, S. W., Carter, K. M., Dembowski, A., Lojinger, K., Murray, E. R., & Walcott, C. M. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1605744 · Cited by 5 · see citing works
The Academic Support Index: A Tool for Contextualizing Student Data
Stevens, D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.009 · Cited by 5 · see citing works
Parental Autonomy and Relatedness Support
Froiland, J. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.016 · Cited by 5 · see citing works
Bian, J., Liu, X., & Wang, C. (2025) · Advances in Precision Medicine · doi:10.18063/apm.v10i1.681 · Cited by 4 · see citing works
Carrillo, N. R., Gutiérrez-Ruiz, K., Rodríguez, T. I., & Harb, S. L. (2024) · Neuropsychological Rehabilitation · doi:10.1080/09602011.2024.2439614 · Cited by 4 · see citing works
Identifying and Serving Gifted and Talented Students
Olszewski‐Kubilius, P., Worrell, F. C., & Subotnik, R. F. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.034 · Cited by 4 · see citing works
Principles of Prevention and Intervention to Close Discipline Gaps in Schools
Gregory, A., & Skiba, R. J. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.024 · Cited by 4 · see citing works
Computerized Cognitive Training Based upon Neuroplasticity
Shinaver, C. S., & Entwistle, P. C. (2015) · Health informatics · doi:10.1007/978-3-319-14109-1_5 · Cited by 4 · see citing works
Minke, K. M., & Woodford, J. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.030 · Cited by 4 · see citing works
Spencer‐Smith, M. M., & Klingberg, T. (2017) · Wiley eBooks · doi:10.1002/9781118920497.ch28 · Cited by 4 · see citing works
Yan, S., He, X., Zhang, Y., Yang, J., Xu, X., Liang, X., Xu, T., Dou, W., Li, B., & Li, Z. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.120730 · Cited by 3 · see citing works
Peer-reviewed working memory training
Brooks, S. J., Funk, S. G., Rabier, C., & Schiöth, H. B. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-815298-0.00018-6 · Cited by 3 · see citing works
School Settings that Facilitate High Teacher Expectations
Rubie-Davies, C. M., & Flint, A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.015 · Cited by 3 · see citing works
Curiel-García, L., Gordo, P. M., Márquez, A. C., & Vergara‐Moragues, E. (2024) · Revista de Psicopatología y Psicología Clínica · doi:10.5944/rppc.37475 · Cited by 3 · see citing works
Understanding and Cultivating Hope in School
Dixson, D. D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.014 · Cited by 3 · see citing works
- Authors
- van Dongen‐Boomsma, M., Vollebregt, M. A., Buitelaar, J. K., & Slaats‐Willemse, D.
- Affiliations
- Department of Psychiatry Radboud University Medical Centre Donders Institute for Brain, Cognition and Behaviour Nijmegen The Netherlands
- Radboud University Nijmegen (NL)
- Corresponding author
- Vollebregt, Madelon A.
- Venue
- Journal of Child Psychology and Psychiatry
- Publisher
- Wiley
- Published
- 2014-03-15
- Volume
- 55
- Issue
- 8
- Pages
- 886-896
- ISSN
- 0021-9630 (ISSN-L)
- 1469-7610
- OpenAlex
- W2161748518
- Semantic Scholar
- 08e2dac43b92ff0ee4c232b6383b8098296e66d2
- Cited by
- 142
- References
- 48
- Citations by year
- 2026: 4 · 2025: 6 · 2024: 5 · 2023: 5 · 2022: 4 · 2021: 7 · 2020: 45 · 2019: 16 · 2018: 9 · 2017: 13 · 2016: 11 · 2015: 14 · 2014: 2 · 2013: 1
- FWCI
- 10.17
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Child Psychology and Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Funders
- Dutch Organization of Scientific Research
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- attention deficit hyperactivity disorder, working memory training, Cogmed, young children, executive function, treatment efficacy, neurocognitive function, ADHD symptoms
- MeSH terms
- Attention Deficit Disorder with Hyperactivity, Child, Child, Preschool, Female, Humans, Learning, Male, Memory, Short-Term, Neuropsychological Tests, Treatment Outcome, Executive Function
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