The effect of stimulant medication on the learning of academic curricula in children with ADHD: A randomized crossover study.
Open accessAbstract
OBJECTIVE: Evaluate whether stimulant medication improves acquisition of academic material in children with attention deficit hyperactivity disorder (ADHD) receiving small-group, content-area instruction in a classroom setting. METHOD: Participants were 173 children between the ages of 7 and 12 years old (77% male, 86% Hispanic) who met Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria for ADHD and were participating in a therapeutic summer camp. The design was a triple-masked, within-subject, AB/BA crossover trial. Children completed two consecutive phases of daily, 25-min instruction in both (a) subject-area content (science, social studies) and (b) vocabulary. Each phase was a standard instructional unit lasting for 3 weeks. Teachers and aides taught the material to small groups in a summer classroom setting. Each child was randomized to be medicated with daily osmotic-release oral system methylphenidate (OROS-MPH) during either the first or second of the instructional phases, receiving placebo during the other. RESULTS: Medication had large, salutary, statistically significant effects on children's academic seatwork productivity and classroom behavior on every single day of the instructional period. However, there was no detectable effect of medication on learning the material taught during instruction: Children learned the same amount of subject-area and vocabulary content whether they were taking OROS-MPH or placebo during the instructional period. CONCLUSIONS: Acute effects of OROS-MPH on daily academic seatwork productivity and classroom behavior did not translate into improved learning of new academic material taught via small-group, evidence-based instruction. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Written from the paper’s full text.
TL;DR
In a triple-masked, randomized AB/BA crossover trial with 173 children with ADHD, OROS-methylphenidate improved daily academic seatwork productivity and classroom behavior but did not improve learning of taught subject-area or vocabulary curriculum units. Children learned comparable amounts whether medicated or on placebo during instruction.
Key findings
- Medication had no detectable effect on learning: the time × medication interaction was nonsignificant for subject-area content (p = .73) and vocabulary (p = .75).
- Children learned the material overall: subject-area scores rose from pre-test marginal mean 4.8 to post-test 6.6, d = 0.80; vocabulary scores rose from 8.4 to 14.7, d = 2.00.
- Medication had a small acute effect on vocabulary test scores (OROS-MPH marginal mean 11.9 vs placebo 11.3, d = 0.19, p = .007) and a nonsignificant effect on subject-area scores (d = 0.09, p = .15).
- As expected, medication produced large daily effects: children completed 37% more arithmetic problems per minute (6.7 vs 5.0) and committed 53% fewer rule violations per hour (1.9 vs 3.9), p < .001 on every instructional day.
Methods
- Participants were 173 children ages 7–12 (mean = 9.2, SD = 1.4; 77% male, 86% Hispanic) meeting DSM-5 ADHD criteria, attending a therapeutic summer camp in 2014–2016.
- Design: triple-masked, within-subject AB/BA crossover; children received daily OROS-MPH or placebo during one of two consecutive 3-week instructional phases, each with daily 25-minute subject-area and vocabulary instruction in small groups.
- Primary outcomes were pre/post tests of taught subject-area content (12 multiple-choice items) and vocabulary (20 multiple-choice items); manipulation-check outcomes were arithmetic seatwork productivity and classroom rule violations, analyzed with multilevel models.
Limitations
- The paper states the mean OROS-MPH dose (0.64 mg/kg/day; 80% assigned 18 mg) may be small relative to current prescribing practices, though it was sufficient to produce large behavioral and productivity effects.
- The paper states instruction occurred in small groups with behavior management in a specialized summer classroom; effects might differ with whole-class instruction or minimal behavioral supports, and replication is needed in natural classrooms and other samples.
- The paper notes the sample was children with ADHD in a summer research program, mostly Hispanic, and results may not apply to teens with ADHD; the text also makes evident that the study measured short 3-week curriculum units rather than full-year achievement.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
17 of 52 cited sources checked · 8 supported · 0 flagged · accuracy not yet measured
- Premisenone given
Only two randomized studies have induced variability in medication use and measured subsequent acquisition of academic skills and knowledge taught in classroom settings.
“We are aware of only two such studies (Molina et al., 2009; Tamm et al., 2017).”
Quote in the paperSubstantial claim2 of 2 sources checked - Premisecitation
The subject-area content curricula developed by Connor et al. (2017) yielded significant improvements in knowledge of the taught content in a randomized trial with children in kindergarten through 4th grade.
“In a randomized trial with children in kindergarten through the 4th grade, these curricula yielded significant improvements in knowledge of the taught content (Connor et al., 2017).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Connor et al., 2017 source
- Premisecitation
In Tamm et al. (2017), children randomized to combined medication and reading instruction performed no better than those randomized to reading instruction alone on tests of word reading and phonemic decoding at end of treatment or follow-up.
“Children randomized to the condition that combined medication and reading instruction performed no better than those randomized to receive only reading instruction on tests of word reading and phonemic decoding at the end of treatment or at follow-up 3 to 5 months later.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Tamm et al., 2017 source
- Premisecitation
Stimulant medication improves academic seatwork productivity in analogue classrooms in children with ADHD.
“Many studies have shown that stimulants improve cognitive functioning on laboratory tasks (Coghill et al., 2014; Pietrzak et al., 2006; Rapport & Kelly, 1991; Swanson et al., 2011; Vertessen et al., 2021) and academic seatwork productivity in analogue classrooms (Fabiano et al., 2007; Kortekaas-Rijlaarsdam et al., 2019; Pelham et al., 1985; Prasad et al., 2013).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Fabiano et al., 2007 source
- cites Kortekaas-Rijlaarsdam et al., 2019 source
The Introduction reports that stimulant medication improved seatwork productivity compared with placebo, and the paper’s meta-analysis reports improved math productivity in children with ADHD. The cited passages do not establish that the productivity finding specifically applies to analogue classrooms; the review covers academic tasks across studies rather than identifying that setting for the pooled result. Page numbers are unavailable in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites Pelham et al., 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
In the MTA Study, despite large differences in medication use, there were no appreciable between-group differences in long-term academic achievement in reading or mathematics.
“Despite this large difference in medication use, there were no appreciable between-group differences in long-term academic achievement in reading or mathematics (Molina et al., 2009).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Molina et al., 2009 source
The Results section on 6- and 8-year outcomes reports no significant differences between the originally randomized treatment groups on the outcomes tested, supporting the claim about long-term reading and mathematics achievement. But the Results section on medication use says the large differences between those groups occurred earlier and were no longer significant at 6 or 8 years. The paper also reports a positive association between continued medication use and math achievement, distinct from the randomized-group comparison. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Interpretationcitation
Results are consistent with other randomized evidence with less controlled designs in failing to support the expectation that taking stimulant medication during childhood will impact children with ADHD's long-term academic achievement.
“This is the first study of its kind, and results are consistent with other randomized evidence with less controlled designs (Molina et al., 2009; Tamm et al., 2017) in failing to support the expectation that taking stimulant medication during childhood will impact children with ADHD’s long-term academic achievement.”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Molina et al., 2009 source
The Results (Effects of Randomized Treatment on 6- and 8-year Outcomes) report no significant effect of original randomized treatment assignment on eight-year outcomes, including no treatment-group gains in math achievement. But they also report a positive association between continued medication use and math achievement at six and eight years, which may suggest a benefit; the Discussion notes that follow-up after the 14-month trial was uncontrolled. The broad claim needs those qualifications. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Tamm et al., 2017 source
The Results report that, at a three- to five-month follow-up, reading treatment remained superior to ADHD treatment for phonemic decoding, while word-reading differences were not significant. This supports a narrower finding than the citing sentence: the trial did not test whether taking stimulants during childhood affects long-term academic achievement generally; its ADHD treatment also included parent training. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Interpretationown data
The data are inconsistent with the belief held by many physicians, parents, and teachers that stimulant medications are likely to help children with ADHD learn academic material in school.
“These data are inconsistent with the belief held by many physicians, parents, and teachers that stimulant medications are likely to help children with ADHD learn academic material in school (Fiks et al., 2013).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Fiks et al., 2013 source
The Results and Discussion report that parents’ academic goals decreased after children initiated medication, but they do not measure whether children learned academic material in school. The Limitations section says the study did not collect symptom scores or a validated measure of goal attainment. Our copy therefore cannot establish that the data are inconsistent with the stated belief, or that the belief is held by many physicians, parents, and teachers. (LLM, conf=0.75)
Experimental — accuracy not yet measured
- Premisecitation
Parents are more likely to pursue medication (vs. other treatment options) when they identify academic achievement as a primary goal for treatment.
“This is important given that many parents and pediatricians believe that medication will improve academic achievement; parents are more likely to pursue medication (vs. other treatment options) when they identify academic achievement as a primary goal for treatment (Fiks et al., 2013).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fiks et al., 2013 source
- Study design and conductreasoning
The study improved beyond existing analogue classroom studies by using academic curricula and direct measurement of learning over an ecologically valid timeframe (a 3-week curriculum unit).
“This study improved beyond the existing analogue classroom studies (Kortekaas-Rijlaarsdam et al., 2019) via the use of academic curricula and direct measurement of learning over an ecologically valid timeframe (i.e., a 3-week curriculum unit).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kortekaas-Rijlaarsdam et al., 2019 source
- Interpretationown data
The dissociation between robust effects on seatwork productivity/classroom behavior and no effect on learning cautions against assuming that medication will improve other educational outcomes before the effect on these outcomes has been systematically verified.
“The clear dissociation between these measures (on which there were robust, consistent effects) and learning from an academic curriculum (on which there was no effect) cautions against assuming that medication will improve other educational outcomes (e.g. homework completion; Merrill et al., 2017) before the effect on these outcomes has been systematically verified.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Merrill et al., 2017 source
- Interpretationcitation
The acute medication effects on test scores were smaller than the effect of having uninterrupted sleep the night before testing.
“For context, these effects were smaller than that of having uninterrupted sleep the night before testing (Cusick et al., 2018).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Cusick et al., 2018 source
The Results (page not available in our copy) report higher math scores among adolescents with no night wakings than among those with two or more. But medication use was a covariate, not an acute medication effect tested against the sleep association; the paper does not support the claimed comparison of effect sizes. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Findingown data
The main effect of medication on vocabulary knowledge was statistically significant (p=.007): children answered more questions correctly when taking OROS-MPH (marginal mean=11.9) than when taking placebo (marginal mean=11.3), d=0.19 (95% CI = [0.05, 0.32]).
“The main effect of medication was statistically significant (p=.007): children answered more questions correctly when taking OROS-MPH (marginal mean=11.9) than when taking placebo (marginal mean=11.3), d=0.19 (95% CI = [0.05, 0.32]).”
Quote in the paperNot a substantial claim - Findingown data
The main effect of medication on subject-area content knowledge was not statistically significant (p=.15).
“The main effect of medication was not statistically significant (p=.15).”
Quote in the paperSubstantial claim - Findingown data
There was no detectable effect of medication on learning the material taught during instruction: children learned the same amount of subject-area and vocabulary content whether they were taking OROS-MPH or placebo during the instructional period.
“However, there was no detectable effect of medication on learning the material taught during instruction: children learned the same amount of subject-area and vocabulary content whether they were taking OROS-MPH or placebo during the instructional period.”
Quote in the paperSubstantial claim- Rests on an assumption: The pre/post tests of vocabulary and subject-area knowledge validly measure learning of the taught academic material.
- Rests on an assumption: Pre-to-post test score increases reflect learning rather than test practice or exposure.
- Findingown data
The main effect of time on subject-area content knowledge was statistically significant: children answered more questions correctly at post-test (marginal mean=6.6) than at pre-test (marginal mean=4.8), d=0.80 (95% CI = [0.68, 0.91]).
“The main effect of time was statistically significant (p<.001): children answered more questions correctly at post-test (marginal mean=6.6) than at pre-test (marginal mean=4.8), d=0.80 (95% CI = [0.68, 0.91]).”
Quote in the paperNot a substantial claim - Findingown data
There were large and statistically significant (p<.001) main effects of medication on academic seatwork productivity.
“As expected, there were large and statistically significant (p<.001) main effects of medication on both academic seatwork productivity and classroom behavior (Table S1).”
Quote in the paperSubstantial claim - Findingown data
Children completed 37% more arithmetic problems per minute when taking OROS-MPH (marginal means=6.7 vs. 5.0).
“Children completed 37% more arithmetic problems per minute when taking OROS-MPH (marginal means=6.7 vs. 5.0).”
Quote in the paperSubstantial claim - Findingown data
There were large and statistically significant (p<.001) main effects of medication on classroom behavior.
“As expected, there were large and statistically significant (p<.001) main effects of medication on both academic seatwork productivity and classroom behavior (Table S1).”
Quote in the paperSubstantial claim - Findingown data
Children committed 53% fewer rule violations per hour when taking OROS-MPH (marginal means=1.9 vs. 3.9).
“Children committed 53% fewer rule violations per hour when taking OROS-MPH (marginal means=1.9 vs. 3.9).”
Quote in the paperSubstantial claim - Findingown data
Medication effects on classroom behavior were present on every single day of the instructional period, including the days of academic pre-test and post-test.
“These effects were present on every single day of the instructional period, including the days of academic pre-test and post-test (Figure 3, Panels C and D).”
Quote in the paperSubstantial claim - Findingown data
Medication effects on academic seatwork productivity were present on every single day of the instructional period, including the days of academic pre-test and post-test.
“These effects were present on every single day of the instructional period, including the days of academic pre-test and post-test (Figure 3, Panels C and D).”
Quote in the paperSubstantial claim - Findingown data
The main effect of time on vocabulary knowledge was statistically significant: children answered more questions correctly at post-test (marginal mean=14.7) than at pre-test (marginal mean=8.4), d=2.00 (95% CI = [1.87, 2.14]).
“The main effect of time was statistically significant (p<.001): children answered more questions correctly at post-test (marginal mean=14.7) than at pre-test (marginal mean=8.4), d=2.00 (95% CI = [1.87, 2.14]).”
Quote in the paperNot a substantial claim - Findingown data
When taking OROS-MPH vs placebo, children with ADHD answered 0.6 more vocabulary questions correctly (out of 20 possible).
“When taking OROS-MPH (vs. placebo), children answered 0.2 more subject-area content questions correctly (out of 12 possible) and 0.6 more vocabulary questions correctly (out of 20 possible).”
Quote in the paperSubstantial claim - Findingown data
When taking OROS-MPH vs placebo, children with ADHD answered 0.2 more subject-area content questions correctly (out of 12 possible).
“When taking OROS-MPH (vs. placebo), children answered 0.2 more subject-area content questions correctly (out of 12 possible) and 0.6 more vocabulary questions correctly (out of 20 possible).”
Quote in the paperSubstantial claim - Findingown data
In children with ADHD, OROS-MPH vs placebo during the instructional period produced no detectable effect on learning of new academic material (subject-area and vocabulary content).
“However, there was no detectable effect of medication on learning of new academic material: children learned the same amount of subject-area and vocabulary content whether they were taking OROS-MPH or placebo during the instructional period (Figure 3, Panels A and B).”
- Also stated in: § Discussion · plain
“Medication had no detectable impact on how much children learned from academic units of science, social studies, and vocabulary.”
- Also stated in: § Conclusion · plain
“Stimulant medication had no detectable impact on how much children with ADHD learned from three types of evidence-based, academic curriculum units taught in small groups in a summer classroom setting.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
In children with ADHD, stimulant medication (OROS-MPH vs placebo) had large positive effects on academic seatwork productivity and classroom behavior on every day of the instructional period.
“As expected, medication had large salutary effects on children’s academic seatwork productivity and classroom behavior on every single day of the instructional period (Figure 3, Panels C and D).”
Quote in the paperSubstantial claim - Premisereasoning
No previous study has bridged the gap by examining stimulant effects on the learning of an academic curriculum unit in a controlled classroom setting.
“No previous study has bridged this gap and addressed the limitations of both designs by examining stimulant effects on the learning of an academic curriculum unit in a controlled classroom setting.”
Quote in the paperNot a substantial claim - Premisecitation
Carroll's model holds that one important determinant of learning is the amount of time spent on-task and engaged in learning.
“Carroll’s (1963) model holds that one important determinant of learning is the amount of time spent on-task and engaged in learning (Brodhagen & Gettinger, 2012; Gettinger & Seibert, 2002).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
The evidence that stimulant medication improves academic achievement is limited.
“However, the evidence that stimulant medication improves academic achievement is limited (Arnold et al., 2020; Barkley & Cunningham, 1978; Baweja et al., 2015; Langberg & Becker, 2012; Loe & Feldman, 2007; Swanson et al., 1991).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Stimulant medication improves cognitive functioning on laboratory tasks in children with ADHD.
“Many studies have shown that stimulants improve cognitive functioning on laboratory tasks (Coghill et al., 2014; Pietrzak et al., 2006; Rapport & Kelly, 1991; Swanson et al., 2011; Vertessen et al., 2021)”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationown data
Acute effects of OROS-MPH on daily academic seatwork productivity and classroom behavior did not translate into improved learning of new academic material taught via small-group, evidence-based instruction.
“Acute effects of OROS-MPH on daily academic seatwork productivity and classroom behavior did not translate into improved learning of new academic material taught via small-group, evidence-based instruction.”
Quote in the paperSubstantial claim- Rests on an assumption: The pre/post tests of vocabulary and subject-area knowledge validly measure learning of the taught academic material.
- Rests on an assumption: Pre-to-post test score increases reflect learning rather than test practice or exposure.
- Study design and conductnone given
The study had near perfect fidelity to the medication regimen.
“Strengths include the experimental (vs. correlational) design; strong ecological validity (e.g., evidence-based academic units taught on a typical schedule and in a typical elementary-school format); large sample size and highly-powered crossover design; near perfect fidelity to medication regimen; and concurrent measurement of three domains of academic functioning (academic learning in key”
Quote in the paperNot a substantial claim - Study design and conductnone given
The study concurrently measured three domains of academic functioning: academic learning in key subject areas, seatwork productivity, and classroom behavior.
“Strengths include the experimental (vs. correlational) design; strong ecological validity (e.g., evidence-based academic units taught on a typical schedule and in a typical elementary-school format); large sample size and highly-powered crossover design; near perfect fidelity to medication regimen; and concurrent measurement of three domains of academic functioning (academic learning in key”
Quote in the paperNot a substantial claim - Interpretationreasoning
This study provides controlled, experimental, preliminary evidence failing to support the expectation that stimulant medication will improve academic achievement in children with ADHD.
“Thus, this study provides controlled, experimental, preliminary evidence failing to support the expectation that medication will improve academic achievement in children with ADHD.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The study used an experimental (vs. correlational) design.
“Strengths include the experimental (vs. correlational) design; strong ecological validity (e.g., evidence-based academic units taught on a typical schedule and in a typical elementary-school format); large sample size and highly-powered crossover design; near perfect fidelity to medication regimen; and concurrent measurement of three domains of academic functioning (academic learning in key”
Quote in the paperSubstantial claim - Study design and conductreasoning
The study had strong ecological validity because evidence-based academic units were taught on a typical schedule and in a typical elementary-school format.
“Strengths include the experimental (vs. correlational) design; strong ecological validity (e.g., evidence-based academic units taught on a typical schedule and in a typical elementary-school format); large sample size and highly-powered crossover design; near perfect fidelity to medication regimen; and concurrent measurement of three domains of academic functioning (academic learning in key”
Quote in the paperSubstantial claim - Interpretationown data
Medication effects on academic seatwork productivity and classroom behavior do not translate into improved learning of new academic material.
“Thus, although it has been believed for decades that medication effects on academic seatwork productivity and classroom behavior would translate into improved learning of new academic material (Pelham et al., 1985; Swanson et al., 1991), we found no such translation.”
Quote in the paperSubstantial claim - Interpretationown data
Higher test scores observed in uncontrolled longitudinal studies during time frames when children were taking stimulant medication might simply reflect acute effects visible at pre-test, before any learning has occurred.
“For example, uncontrolled longitudinal studies have shown that children obtain higher test scores in time frames during which they were taking stimulant medication (e.g., Scheffler et al., 2009), but the higher scores might simply reflect acute effects that would be visible at pre-test, before any learning has occurred (as in this study).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Scheffler et al., 2009 source
- Premisecitation
Existing evidence does not support the presence of significant carryover effects in crossover designs studying acute effects of methylphenidate.
“Crossover designs are the most common design for studying the acute effects of methylphenidate and existing evidence does not support the presence of significant carryover effects (Krogh et al., 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Krogh et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Classroom periods occurred well within the time-course for OROS-MPH.
“Classroom periods began no earlier than 8:30am and ended no later than 4:30pm, well within the time-course for OROS-MPH (Pelham et al., 2001).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pelham et al., 2001 source
- May combine two claims. 22
- Classified as probably not a substantial claim. 20
- The quote only partly states this claim. 1
May combine two claims.
PremisecitationUncontrolled longitudinal studies of stimulant use and standardized tests of academic achievement have yielded mixed findings, with some positive associations and others no association.
“Several uncontrolled, longitudinal studies have examined the association of stimulant use with standardized tests of academic achievement, with some finding a positive association (Langberg et al., 2011; Powers et al., 2008; Scheffler et al., 2009) and others finding no association (Barbaresi et al., 2007; Barnard et al., 2010; Massetti et al., 2008).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Langberg et al., 2011 source
The Methods describe stimulant use measured from baseline to eight years and standardized achievement tests assessed at follow-up. The Results (Correlations Between Predictor Variables and Outcome Variables; page unavailable) report a significant association between medication use and WIAT Math and Spelling scores, but the passage does not state its direction. The multivariate results do not identify medication use as a significant predictor, so our copy does not establish the positive association attributed to this study. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites Powers et al., 2008 source
- cites Scheffler et al., 2009 source
May combine two claims.
FindingcitationThe dosage of OROS-MPH was sufficient to produce large effects on academic seatwork productivity and classroom behavior and detectable effects on test scores.
“However, this dosage was sufficient to produce large effects on academic seatwork productivity and classroom behavior and detectable effects on test scores and has been similarly efficacious in numerous prior studies (Fabiano et al., 2007; Pelham Jr. et al., 2016; Pelham, Burrows-MacLean, et al., 2005; Pelham et al., 2001).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Fabiano et al., 2007 source
- cites Pelham Jr. et al., 2016 source
The Methods (Treatment Descriptions; page unavailable) describe a low dose of extended-release methylphenidate selected because prior studies found significant effects over placebo. The Discussion (page unavailable) says that dose was sufficient in the school setting for 53% of children. The paper does not identify the preparation as OROS-MPH or report large effects on seatwork productivity and classroom behavior or detectable effects on test scores. (LLM, conf=0.83)
Experimental — accuracy not yet measured - cites Pelham, Burrows-MacLean, et al., 2005 source
Classified as probably not a substantial claim.
PremisecitationMany parents and pediatricians believe that medication will improve academic achievement.
“This is important given that many parents and pediatricians believe that medication will improve academic achievement; parents are more likely to pursue medication (vs. other treatment options) when they identify academic achievement as a primary goal for treatment (Fiks et al., 2013).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Fiks et al., 2013 source
The Discussion (page not available in our copy) reports that parents’ goals of improved academic performance were associated with medication initiation, supporting the treatment-choice part of the citing sentence. It suggests medication may be perceived as compatible with addressing academic difficulties, but does not establish that many parents—and pediatricians—believe medication will improve academic achievement. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataThe interaction of time and medication on subject-area content knowledge was not statistically significant (p=.73) and negligible in magnitude; children's increases in subject-area content knowledge from pre-test to post-test did not differ when taking placebo vs. OROS-MPH during the instructional phase.
“Finally, the interaction of time (i.e., pre/post) and medication (i.e., placebo/OROS-MPH) was not statistically significant (p=.73) and negligible in magnitude. Children’s increases in subject-area content knowledge from pre-test to post-test did not differ when taking placebo vs. OROS-MPH during the instructional phase (Figure 3, Panel A).”
Quote in the paperSubstantial claim- Rests on an assumption: The pre/post tests of vocabulary and subject-area knowledge validly measure learning of the taught academic material.
May combine two claims.
Findingown dataThe interaction of time and medication on vocabulary knowledge was not statistically significant (p=.75) and negligible in magnitude; children's increases in vocabulary content knowledge from pre-test to post-test did not differ when taking placebo vs. OROS-MPH during the instructional phase.
“Finally, the interaction of time (i.e., pre/post) and medication (i.e., placebo/OROS-MPH) was not statistically significant (p=.75) and negligible in magnitude. Children’s increases in vocabulary content knowledge from pre-test to post-test did not differ when taking placebo vs. OROS-MPH during the instructional phase (Figure 3, Panel B).”
Quote in the paperSubstantial claim- Rests on an assumption: The pre/post tests of vocabulary and subject-area knowledge validly measure learning of the taught academic material.
May combine two claims.
FindingreasoningThe acute medication effects on test scores correspond to 1.7 percentage points on a test of subject-area content and 3.0 percentage points on a test of vocabulary.
“When formulated as a grade from 0% to 100%, these effects amount to 1.7 percentage points on a test of subject-area content and 3.0 percentage points on a test of vocabulary.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe effect of OROS-MPH vs placebo on vocabulary scores was statistically significant (d=0.19, p=.007), while the effect on subject-area content was not (d=0.09, p=.15).
“Both effects were small in magnitude, and only the effect on vocabulary scores was statistically significant (d=0.19, p=.007 for vocabulary; d=0.09, p=.15 for subject-area content).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSensitivity analyses found no evidence that the effect of medication on learning varied as a function of dosage of OROS-MPH, size of instructional small group, or classroom-wide rate of disruptive behavior.
“For now, we found no evidence in sensitivity analyses that the effect of medication on learning varied as a function of (a) dosage of OROS-MPH, (b) the size of instructional small group, or (c) the classroom-wide rate of disruptive behavior (see supplement).”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataIn children with ADHD, OROS-MPH vs placebo had an acute positive effect on test scores at both pre-test and post-test.
“As in previous work (Evans et al., 2001; Lu et al., 2017), medication had an acute positive effect on test scores at both pre-test and post-test in the current study.”
- Also stated in: § Clinical Implications · hedged
“Second, results suggest that stimulant medication has a small, positive, acute impact on test scores.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Evans et al., 2001 source
- cites Lu et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Also stated in: § Clinical Implications · hedged
May combine two claims.
PremisecitationChildren who are unmedicated vs. medicated may differ in many ways besides medication use, so observed differences in academic achievement may not be attributable to differences in medication use.
“Children who are unmedicated vs. medicated may differ in many ways besides their medication use (e.g., socioeconomic status, pre-existing academic achievement, ADHD-related impairment), so observed differences in academic achievement may not be attributable to differences in medication use (Imbens & Rubin, 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Imbens & Rubin, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductown dataRandomization to medication was triple-masked: assignment was hidden from children and families, teachers and teaching assistants, and research assistants who scored or tabulated outcomes.
“The randomization to medication was triple-masked: assignment was hidden from the children and their families, the teachers and teaching assistant who delivered the academic instruction, and the research assistants who scored or tabulated the outcome measures.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAdherence to the lesson plans was excellent (94%).
“Adherence was excellent (94%).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataChildren were administered the prescribed pill capsule (placebo or OROS-MPH) on 99% of days.
“Across the days of pre-test, instruction, and post-test, children were administered the prescribed pill capsule (i.e., placebo or OROS-MPH) on 99% of days.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenThe analogue classroom studies have high internal validity but have typically measured constructs like on-task behavior and seatwork productivity rather than the acquisition of novel academic material.
“The analogue classroom studies have high internal validity (i.e., allow conclusions about the causal impact of medication) but have typically measured constructs like on-task behavior and seatwork productivity rather than the acquisition of novel academic material—that is, learning.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataTests for carryover effects of OROS-MPH in the crossover data were not statistically significant, and the same pattern of findings was obtained when analyses were restricted to Phase 1 data analyzed as a parallel groups design.
“Moreover, tests for carryover effects of OROS-MPH in the crossover data were not statistically significant, and we obtained the same pattern of findings when analyses were restricted to Phase 1 data and the study was analyzed as a parallel groups design (see supplement for details).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe study used a triple-masked, AB/BA crossover design.
“We used a triple-masked, AB/BA crossover design to evaluate whether children learned more academic material while taking OROS-MPH vs. placebo.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataChildren were randomized to take OROS-MPH during either the first or second phase of instruction, receiving placebo during the other phase.
“Children were randomized to take OROS-MPH each morning (including weekends) during either the first or second phase of instruction, taking placebo each morning during the opposite phase.”
Quote in the paperSubstantial claimMay combine two claims.
PremisereasoningThe uncontrolled, long-term follow-up studies have directly measured academic achievement but have low internal validity, with many confounding factors.
“The uncontrolled, long-term follow-up studies have directly measured academic achievement but have low internal validity, with the presence of many confounding factors making it difficult to attribute any observed differences to medication.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrior reports have documented a small positive acute effect of stimulant medication on test scores in adolescents with ADHD.
“This effect has been documented in prior reports on adolescents with ADHD (Evans et al., 2001; Lu et al., 2017).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Evans et al., 2001 source
- cites Lu et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningTest questions were read aloud to the class by the teacher to reduce the potential impact of poor reading fluency on performance.
“Test questions were read aloud to the class by the teacher to reduce the potential impact of poor reading fluency on performance.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataFor occasions such as a psychoeducational evaluation or high-stakes academic testing, being medicated would improve scores, though the effect size is small.
“Nonetheless, this finding has relevance for parents deciding whether to medicate their child for occasions such as a psychoeducational evaluation or high-stakes academic testing—while the effect size was small, findings suggest being medicated would improves scores.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataIn children with ADHD, the effect of medication on test scores is present immediately on the first day of administration, rather than reflecting an increase in knowledge of the underlying academic material.
“Our data extend this finding to children with ADHD and show that the effect of medication on test scores is present immediately on the first day of administration, rather than reflecting an increase in knowledge of the underlying academic material.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductreasoningThe study improved beyond existing uncontrolled, longitudinal follow-up studies by ruling out confounding variables (pre-existing differences between those who take vs. do not take medication) and inconsistent adherence to medication as factors compromising the evaluation of medication effects.
“This study improved beyond the existing uncontrolled, longitudinal follow-up studies (Langberg & Becker, 2012) by ruling out confounding variables (i.e., pre-existing differences between those who take vs. do not take medication) and inconsistent adherence to medication as factors compromising the evaluation of medication effects.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Langberg & Becker, 2012 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThere were no missing data on test scores; missing data on other outcomes was infrequent (≤12% across days) and arose due to absences from the summer program.
“There were no missing data on test scores; missing data on the other outcomes was infrequent (≤12% across days) and arose due to absences from the summer program (e.g., family vacation, illness).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenThree Ph.D./M.D.-level clinicians reviewed data on behavioral and academic functioning and selected the largest tolerable dose for each child that exhibited clear improvement beyond the immediately lower dose.
“Three Ph.D./M.D.-level clinicians reviewed data on behavioral and academic functioning and selected the largest tolerable dose for each child that exhibited clear improvement beyond the immediately lower dose (see supplement).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown dataOur findings support recently issued treatment guidelines from the AAP and SDBP that emphasize multimodal treatment including appropriate educational interventions and accommodations as the preferred first-line approach for children with ADHD.
“Our findings support recently issued treatment guidelines from the American Academic of Pediatrics (AAP) and Society for Developmental and Behavioral Pediatrics (SDBP) (Barbaresi et al., 2020; Subcommittee on Children and Adolescents with Attention-Deficit/Hyperactive Disorder, 2019), both of which emphasize the importance of multimodal treatment that includes appropriate educational interventions”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Barbaresi et al., 2020 source
- cites Subcommittee on Children and Adolescents with Attention-Deficit/Hyperactive Disorder, 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe mean dosage of OROS-MPH may be small relative to current prescribing practices.
“First, the mean dosage of OROS-MPH may be small relative to current prescribing practices (Olfson et al., 2009), and perhaps higher dosages are necessary to improve learning.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Olfson et al., 2009 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenChildren were not provided any feedback on the pre-test.
“Children were not provided any feedback on the pre-test.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationSmall-group instruction and behavior management are common practices, but not all schools/classrooms implement them to the same extent.
“While small-group instruction and behavior management are common practices (Balu et al., 2015; Connor et al., 2014, 2017; Hart et al., 2017), not all schools/classrooms implement them to the same extent.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Balu et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Connor et al., 2014, 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hart et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Interpretationown dataThe failure to find an effect of stimulant medication on the learning of individual academic curriculum units raises questions about how stimulant medication would lead to improved academic achievement over time.
“First, our failure to find an effect of stimulant medication on the learning of individual academic curriculum units raises questions about how stimulant medication would lead to improved academic achievement over time.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe multilevel models included all children (N = 173).
“As the restricted maximum likelihood estimator can accommodate missing values at one or more occasion, the multilevel models included all children (N = 173).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationown dataThe current findings suggest that the emphasis on medication to improve academic achievement may be misguided.
“The current findings suggest this emphasis may be misguided: Efforts to improve learning in children with ADHD should focus on obtaining effective academic instruction and supports (e.g., Individualized Educational Plans) rather than the use of stimulant medication (Tamm et al., 2017).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataDose was determined via a 10-day, triple-masked titration trial immediately prior to the current protocol.
“Dose was determined via a 10-day, triple-masked titration trial that occurred immediately prior to the start of the current protocol.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe vocabulary lesson plans modeled on Clark et al. (2010) yielded significant improvements in knowledge of the taught vocabulary words in a randomized trial of children ages 8-9 years old with reading difficulties.
“In a randomized trial of children ages 8–9 years old with reading difficulties, these lesson plans yielded significant improvements in knowledge of the taught vocabulary words (Clarke et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Clarke et al., 2010 source
May combine two claims.
Study design and conductnone givenThe study had a large sample size and highly-powered crossover design.
“Strengths include the experimental (vs. correlational) design; strong ecological validity (e.g., evidence-based academic units taught on a typical schedule and in a typical elementary-school format); large sample size and highly-powered crossover design; near perfect fidelity to medication regimen; and concurrent measurement of three domains of academic functioning (academic learning in key”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationMedication on the day of testing may improve test scores via improved attention, but this does not reflect an effect on true academic achievement; the child's underlying academic skills remain unchanged.
“Test scores may be improved by taking medication on the day(s) on which academic achievement testing is completed (e.g., via improved attention to answering the questions), but this clearly does not reflect an effect on true academic achievement—the child’s underlying academic skills (and thus, prognosis) remain unchanged (Barkley & Cunningham, 1978).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Barkley & Cunningham, 1978 source
May combine two claims.
Study design and conductcitationThe classroom behavior tracking system exhibits interrater reliability and presented validity data for its use as a measure of classroom behavior.
“many studies have shown the system exhibits interrater reliability and presented validity data for its use as a measure of classroom behavior (e.g., Fabiano et al., 2007; Pelham et al., 2001; Pelham, Fabiano, et al., 2005).”
Quote in the paperNot a substantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
Study design and conductnone givenTest questions covered the content that was taught in the lesson plans delivered between pre-test and post-test.
“Test questions covered the content that was taught in the lesson plans delivered in between the pre-test and post-test.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationA year-long curriculum is simply the concatenation of individual academic units.
“It seems unlikely that there would be no effect of medication on the learning of each individual academic unit over the course of the elementary-age school year but a positive effect of medication on end-of-year academic achievement (a year-long curriculum is simply the concatenation of individual academic units; Phillips et al., 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Phillips et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
The paper relies on this without support.
The pre/post tests of vocabulary and subject-area knowledge validly measure learning of the taught academic material.
“The primary dependent measure was children’s scores on tests of the vocabulary and subject-area knowledge that was being taught in the curricula.”
The paper relies on this without support.
Pre-to-post test score increases reflect learning rather than test practice or exposure.
“Test form was identical at pre-test and post-test for each child. Children were not provided any feedback on the pre-test.”
The paper relies on this without support.
The study was the first to evaluate stimulant effects on the learning of standard units of academic material in a controlled classroom setting.
“This was the first study to evaluate stimulant effects on the learning of standard units of academic material in a controlled classroom setting.”
“This was the first controlled study to evaluate the effect of stimulant medication on the learning of academic material.”
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BackgroundResultInfluentialSelf-citationDanielson, M. L., Bitsko, R. H., Ghandour, R. M., Holbrook, J. R., Kogan, M. D., & Blumberg, S. J. (2018) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2017.1417860 · Cited by 1,181 · see citing works
Academic and Educational Outcomes of Children With ADHD
Loe, I. M., & Feldman, H. M. (2007) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsl054 · Cited by 951 · cited 2× · see citing works
“However, the evidence that stimulant medication improves academic achievement is limited (Arnold et al., 2020; Barkley & Cunningham, 1978; Baweja et al., 2015; Langberg & Becker, 2012; Loe & Feldman, 2007; Swanson et al., 1991).”
BackgroundEvidence-Based Assessment of Attention Deficit Hyperactivity Disorder in Children and Adolescents
Pelham, Jr., Fabiano, G. A., & Massetti, G. M. (2005) · Journal of Clinical Child & Adolescent Psychology · doi:10.1207/s15374424jccp3403_5 · Cited by 803 · see citing works
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“Compared to their peers, children with ADHD exhibit more off-task classroom behavior, receive lower grades, and obtain lower scores on tests of academic achievement (Frazier et al., 2004; Loe & Feldman, 2007).”
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Young Adult Educational and Vocational Outcomes of Children Diagnosed with ADHD
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BackgroundSelf-citationAmeliorating Children’s Reading-Comprehension Difficulties: A Randomized Controlled Trial
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“In a randomized trial of children ages 8–9 years old with reading difficulties, these lesson plans yielded significant improvements in knowledge of the taught vocabulary words (Clarke et al., 2010).”
BackgroundMethodPelham, W. E., Gnagy, E. M., Burrows-Maclean, L., Williams, A., Fabiano, G. A., Morrisey, S. M., Chronis, A. M., Forehand, G. L., Nguyen, C. A., Hoffman, M. T., et al. (2001) · Pediatrics · doi:10.1542/peds.107.6.e105 · Cited by 378 · see citing works
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“…the association of stimulant use with standardized tests of academic achievement, with some finding a positive association (Langberg et al., 2011; Powers et al., 2008; Scheffler et al., 2009) and others finding no association (Barbaresi et al., 2007; Barnard et al., 2010; Massetti et al., 2008).”
BackgroundContributions of study skills to academic competence.
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“Many studies have shown that stimulants improve cognitive functioning on laboratory tasks (Coghill et al., 2014; Pietrzak et al., 2006; Rapport & Kelly, 1991; Swanson et al., 2011; Vertessen et al., 2021) and academic seatwork productivity in analog classrooms (Fabiano et al., 2007;…”
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“Many studies have shown that stimulants improve cognitive functioning on laboratory tasks (Coghill et al., 2014; Pietrzak et al., 2006; Rapport & Kelly, 1991; Swanson et al., 2011; Vertessen et al., 2021) and academic seatwork productivity in analog classrooms (Fabiano et al.”
BackgroundSelf-citationPelham, W. E., Fabiano, G. A., Waxmonsky, J. G., Greiner, A. R., Gnagy, E. M., Pelham, W. E., Coxe, S., Verley, J., Bhatia, I., Hart, K., et al. (2016) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2015.1105138 · Cited by 251 · cited 1× · see citing works
“…this dosage was sufficient to produce large effects on academic seatwork productivity and classroom behavior and detectable effects on test scores and has been similarly efficacious in numerous prior studies (Fabiano et al., 2007; Pelham et al., 2001, 2016; Pelham, Burrows-Maclean, et al., 2005).”
ResultSelf-citationPIETRZAK, R., MOLLICA, C., MARUFF, P., & SNYDER, P. (2006) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2006.10.002 · Cited by 214 · cited 1× · see citing works
“Many studies have shown that stimulants improve cognitive functioning on laboratory tasks (Coghill et al., 2014; Pietrzak et al., 2006; Rapport & Kelly, 1991; Swanson et al., 2011; Vertessen et al., 2021) and academic seatwork productivity in analog classrooms (Fabiano et al., 2007;…”
BackgroundMethylphenidate and Children With Attention Deficit Disorder
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“Thus, although it has been believed for decades that medication effects on academic seatwork productivity and classroom behavior would translate into improved learning of new academic material (Pelham et al., 1985; Swanson et al., 1991), we found no such translation.”
BackgroundSelf-citationEvans, S. W., Pelham, W. E., Smith, B. H., Bukstein, O., Gnagy, E. M., Greiner, A. R., Altenderfer, L., & Baron-Myak, C. (2001) · Experimental and Clinical Psychopharmacology · doi:10.1037//1064-1297.9.2.163 · Cited by 185 · cited 3× · see citing works
“This effect has been documented in prior reports on adolescents with ADHD (Evans et al., 2001; Lu et al., 2017).”
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“…the association of stimulant use with standardized tests of academic achievement, with some finding a positive association (Langberg et al., 2011; Powers et al., 2008; Scheffler et al., 2009) and others finding no association (Barbaresi et al., 2007; Barnard et al., 2010; Massetti et al., 2008).”
BackgroundScheffler, R. M., Brown, T. T., Fulton, B. D., Hinshaw, S. P., Levine, P., & Stone, S. (2009) · Pediatrics · doi:10.1542/peds.2008-1597 · Cited by 160 · cited 3× · see citing works
“…the association of stimulant use with standardized tests of academic achievement, with some finding a positive association (Langberg et al., 2011; Powers et al., 2008; Scheffler et al., 2009) and others finding no association (Barbaresi et al., 2007; Barnard et al., 2010; Massetti et al., 2008).”
BackgroundLangberg, J. M., Molina, B. S. G., Arnold, L. E., Epstein, J. N., Altaye, M., Hinshaw, S. P., Swanson, J. M., Wigal, T., & Hechtman, L. (2011) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2011.581620 · Cited by 158 · see citing works
Self-citationFabiano, G. A., Pelham, W. E., Gnagy, E. M., Burrows-MacLean, L., Coles, E. K., Chacko, A., Wymbs, B. T., Walker, K. S., Arnold, F., Garefino, A., et al. (2007) · School Psychology Review · doi:10.1080/02796015.2007.12087940 · Cited by 158 · see citing works
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“However, the evidence that stimulant medication improves academic achievement is limited (Arnold et al., 2020; Barkley & Cunningham, 1978; Baweja et al., 2015; Langberg & Becker, 2012; Loe & Feldman, 2007; Swanson et al., 1991).”
BackgroundTransdermal Methylphenidate, Behavioral, and Combined Treatment for Children With ADHD.
Pelham, W. E., Burrows-MacLean, L., Gnagy, E. M., Fabiano, G. A., Coles, E. K., Tresco, K. E., Chacko, A., Wymbs, B. T., Wienke, A. L., Walker, K. S., et al. (2005) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.13.2.111 · Cited by 150 · see citing works
Self-citationConnor, C. M., Spencer, M., Day, S. L., Giuliani, S., Ingebrand, S. W., McLean, L., & Morrison, F. J. (2014) · Journal of Educational Psychology · doi:10.1037/a0035921 · Cited by 139 · cited 1× · see citing works
“While small group instruction and behavior management are common practices (Balu et al., 2015; Connor et al., 2014, 2017; Hart et al., 2017), not all schools and classrooms implement them to the same extent.”
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“, 2021) and academic seatwork productivity in analog classrooms (Fabiano et al., 2007; KortekaasRijlaarsdam et al., 2019; Pelham et al., 1985; Prasad et al., 2013).”
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Effects of Stimulant Medication on Learning in Children with ADHD
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Powers, R. L., Marks, D. J., Miller, C. J., Newcorn, J. H., & Halperin, J. M. (2008) · Journal of Child and Adolescent Psychopharmacology · doi:10.1089/cap.2008.021 · Cited by 104 · cited 2× · see citing works
“…the association of stimulant use with standardized tests of academic achievement, with some finding a positive association (Langberg et al., 2011; Powers et al., 2008; Scheffler et al., 2009) and others finding no association (Barbaresi et al., 2007; Barnard et al., 2010; Massetti et al., 2008).”
BackgroundDoes methylphenidate improve academic performance? A systematic review and meta-analysis
Kortekaas-Rijlaarsdam, A. F., Luman, M., Sonuga-Barke, E., & Oosterlaan, J. (2019) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-018-1106-3 · Cited by 99 · cited 1× · see citing works
“This study improved beyond the existing analog classroom studies (Kortekaas-Rijlaarsdam et al., 2019) via the use of academic curricula and direct measurement of learning over an ecologically valid timeframe (i.e., a 3-week curriculum unit).”
BackgroundRapport, M. D., & Kelly, K. L. (1991) · Clinical Psychology Review · doi:10.1016/0272-7358(91)90138-k · Cited by 93 · see citing works
The Laboratory School Protocol
Wigal, S. B., & Wigal, T. L. (2006) · Journal of Attention Disorders · doi:10.1177/1087054705286049 · Cited by 79 · see citing works
Parental Preferences and Goals Regarding ADHD Treatment
Fiks, A. G., Mayne, S., DeBartolo, E., Power, T. J., & Guevara, J. P. (2013) · Pediatrics · doi:10.1542/peds.2013-0152 · Cited by 77 · cited 2× · see citing works
“This is important given that many parents and pediatricians believe that medication will improve academic achievement; parents are more likely to pursue medication (vs. other treatment options) when they identify academic achievement as a primary goal for treatment (Fiks et al., 2013).”
BackgroundResultConnor, C. M., Dombek, J., Crowe, E. C., Spencer, M., Tighe, E. L., Coffinger, S., Zargar, E., Wood, T., & Petscher, Y. (2017) · Journal of Educational Psychology · doi:10.1037/edu0000128 · Cited by 63 · cited 5× · see citing works
“Daily lesson plans were designed to take approximately 25 min and required students to connect, clarify, research, and apply the target academic material (this required small adaptations of the Connor et al. (2017) lesson plans, which lasted for 30 min).”
BackgroundInfluentialSelf-citationBaweja, R., Mattison, R. E., & Waxmonsky, J. G. (2015) · Pediatric Drugs · doi:10.1007/s40272-015-0144-2 · Cited by 61 · cited 1× · see citing works
“However, the evidence that stimulant medication improves academic achievement is limited (Arnold et al., 2020; Barkley & Cunningham, 1978; Baweja et al., 2015; Langberg & Becker, 2012; Loe & Feldman, 2007; Swanson et al., 1991).”
BackgroundSelf-citationTamm, L., Denton, C. A., Epstein, J. N., Schatschneider, C., Taylor, H., Arnold, L. E., Bukstein, O., Anixt, J., Koshy, A., Newman, N. C., et al. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000170 · Cited by 60 · cited 10× · see citing works
“Yet, long-term, uncontrolled follow-up studies have not found a consistent association between sustained use of a stimulant and children’s longterm academic achievement, and the only two randomized studies (Molina et al., 2009; Tamm et al., 2017) have found no beneficial effect of medication on standardized test score…”
BackgroundResultInfluentialLu, Y., Sjölander, A., Cederlöf, M., D'Onofrio, B. M., Almqvist, C., Larsson, H., & Lichtenstein, P. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.1472 · Cited by 56 · cited 2× · see citing works
“This effect has been documented in prior reports on adolescents with ADHD (Evans et al., 2001; Lu et al., 2017).”
ResultHow do stimulant treatments for ADHD work? Evidence for mediation by improved cognition
Hawk, L. W., Fosco, W. D., Colder, C. R., Waxmonsky, J. G., Pelham, W. E., & Rosch, K. S. (2018) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12917 · Cited by 51 · cited 1× · see citing works
“Experimental studies that combine our classroom learning design with laboratory measures of relevant cognitive processes frequently throughout the instructional period could be used to probe this possibility (Hawk et al., 2018).”
BackgroundSelf-citationImproving homework performance among children with ADHD: A randomized clinical trial.
Merrill, B. M., Morrow, A. S., Altszuler, A. R., Macphee, F. L., Gnagy, E. M., Greiner, A. R., Coles, E. K., Raiker, J. S., Coxe, S., & Pelham, W. E. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000144 · Cited by 40 · cited 1× · see citing works
“…consistent effects) and learning from an academic curriculum (on which there was no effect) cautions against assuming that medication will improve other educational outcomes (e.g., homework completion; Merrill et al., 2017) before the effect on these outcomes has been systematically verified.”
BackgroundSelf-citationBarbaresi, W. J., Campbell, L., Diekroger, E. A., Froehlich, T. E., Liu, Y. H., O'Malley, E., Pelham, W. E., Power, T. J., Zinner, S. H., & Chan, E. (2020) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000781 · Cited by 40 · cited 1× · see citing works
“…recently issued treatment guidelines from the American Academic of Pediatrics (AAP) and Society for Developmental and Behavioral Pediatrics (SDBP; Barbaresi et al., 2020; Wolraich et al., 2019), both of which emphasize the importance of multimodal treatment that includes appropriate educational…”
BackgroundSelf-citationStimulant Dosing for Children With ADHD: A Medical Claims Analysis
Olfson, M., Marcus, S., & Wan, G. (2009) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e31818b1c8f · Cited by 39 · see citing works
Hart, K. C., Fabiano, G. A., Evans, S. W., Manos, M. J., Hannah, J. N., & Vujnovic, R. K. (2016) · Journal of Emotional and Behavioral Disorders · doi:10.1177/1063426616681980 · Cited by 38 · see citing works
Using ADHD Medications to Treat Coexisting ADHD and Reading Disorders: A Systematic Review
Froehlich, T. E., Fogler, J., Barbaresi, W. J., Elsayed, N. A., Evans, S. W., & Chan, E. (2018) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.1192 · Cited by 27 · cited 1× · see citing works
“An important question is whether the use of stimulant medication, the most common treatment for ADHD (Danielson, Bitsko, et al., 2018; Danielson, Visser, et al., 2018), leads to improved learning and academic achievement (Froehlich et al., 2018; Tamm et al., 2017).”
BackgroundCusick, C. N., Isaacson, P. A., Langberg, J. M., & Becker, S. P. (2018) · Sleep Medicine · doi:10.1016/j.sleep.2018.07.014 · Cited by 26 · cited 1× · see citing works
“For context, these effects were smaller than that of having uninterrupted sleep the night before testing (Cusick et al., 2018).”
BackgroundThe Importance of ADHD Subtype Classification for Educational Applications of DSM-V
Barnard-Brak, L. M., Stevens, T., To, Y. M., Lan, W. Y., & MULSOW, M. H. (2009) · Journal of Attention Disorders · doi:10.1177/1087054708326433 · Cited by 24 · cited 2× · see citing works
“…the association of stimulant use with standardized tests of academic achievement, with some finding a positive association (Langberg et al., 2011; Powers et al., 2008; Scheffler et al., 2009) and others finding no association (Barbaresi et al., 2007; Barnard et al., 2010; Massetti et al., 2008).”
Background
Flagged first, then by citations
Research works printed but not linked: 7
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- Brodhagen EM, & Gettinger M (2012). Academic learning time. In Seel NM (Ed.), Encyclopedia of the Sciences of Learning (pp. 33– 36). Springer US.
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Cited by
Sorted by citations
Are Reading Interventions Effective for At-Risk Readers with ADHD? A Meta-Analysis
Chan, E. S. M., Shero, J. A., Hand, E. D., Cole, A. M., Gaye, F., Spiegel, J. A., & Kofler, M. J. (2022) · Journal of Attention Disorders · doi:10.1177/10870547221130111 · Cited by 19 · see citing works
“Presently, empirically supported treatments for ADHD primarily consist of psychostimulant medication and behavioral interventions (Evans et al., 2018; Pelham et al., 2022; Raggi & Chronis, 2006).”
BackgroundFabiano, G. A., Lupas, K. K., Merrill, B. M., Schatz, N. K., Piscitello, J., Robertson, E., & Pelham, W. E. (2024) · Journal of School Psychology · doi:10.1016/j.jsp.2024.101309 · Cited by 14 · see citing works
Self-citationEspinas, D. R., Vaughn, S. R., & Fuchs, L. S. (2025) · Pediatric Research · doi:10.1038/s41390-025-04261-0 · Cited by 14 · see citing works
“146,147 Evidence is also weak for the ef fi cacy of reading comprehension interventions or pharmacological interventions at improving reading outcomes.”
Fabiano, G. A., Naylor, J. A., Pelham, W. E., Gnagy, E. M., Burrows-MacLean, L. D., Coles, E. K., Chacko, A., Wymbs, B. T., Walker, K. S., Wymbs, F. A., et al. (2022) · School Mental Health · doi:10.1007/s12310-022-09514-5 · Cited by 7 · see citing works
Self-citationPérez, T. V., Øvergaard, K. R., Frigessi, A., & Biele, G. (2025) · International Journal of Epidemiology · doi:10.1093/ije/dyaf010 · Cited by 5 · see citing works
“A recent crossover trial found that even in the short-term, the improved classroom behaviour and seat work productivity did not translate into improved learning [16].”
Recovery and inference of causal effects with sequential adjustment for confounding and attrition
de Aguas, J., Pensar, J., Pérez, T. V., & Biele, G. (2025) · Journal of Causal Inference · doi:10.1515/jci-2024-0009 · Cited by 3 · see citing works
Wilens, T. E., Oberdhan, D., Jin, N., Skubiak, T., Childress, A. C., van Stralen, J., & Ward, C. L. (2026) · Journal of Child and Adolescent Psychopharmacology · doi:10.1177/10445463261441745 · Cited by 3 · see citing works
A review on ADHD disorder, diagnosis and therapeutic approach in children and adolescents
Kumar, G., Sharma, B., Tiwari, R. K., Kumar, R., & Singh, M. K. (2024) · Brain-Apparatus Communication A Journal of Bacomics · doi:10.1080/27706710.2024.2400070 · Cited by 3 · see citing works
Cranial radiation disrupts dopaminergic signaling and connectivity in the mammalian brain
Zhang, D., Thomas, R., Lam, T. T., et al. (2025) · Acta Neuropathologica Communications · doi:10.1186/s40478-025-01976-3 · Cited by 2 · see citing works
“…system within the mesocortical network have been implicated in a range of brain diseases associated with cognitive impairments, including Parkinson disease [14, 15, 16], Alzheimer disease [17, 18, 19], attention deficit hyperactivity disorder [20, 21, 22], and schizophrenia [23, 24, 25].”
Bilgili-Karabacak, I., Hand, S. L., Settanni, E., Ivory, K. P., Chen, R., Kern, L., Evans, S. W., Aregood, E. K., & Dever, B. V. (2023) · School Mental Health · doi:10.1007/s12310-023-09592-z · Cited by 2 · see citing works
Qaderi, J. E., Malmqvist, J., & Hellberg, K. (2025) · Emotional and Behavioural Difficulties · doi:10.1080/13632752.2025.2577602 · Cited by 1 · see citing works
“Whereas the strong focus on medication and medicalised behaviour seems to be part of a medical solution to school system problems, a recent study has confirmed previous findings that ADHD medication does not enhance learning (Pelham et al. 2022).”
When ADHD exacerbates school difficulties and leads to exclusion: a case study
Qaderi, J. E., & Malmqvist, J. (2026) · Emotional and Behavioural Difficulties · doi:10.1080/13632752.2026.2619357 · Cited by 1 · see citing works
“In a randomised crossover study, Pelham et al. (2022) assigned 173 children aged 7–12 years to three groups to investigate whether stimulant medication improves the acquisition of academic material in children with ADHD.”
Revisão de artigo sobre uso de metilfenidato (Ritalina) em crianças com TDAH
Rievers, A. C. G., NETO, E. P. D., Barbosa, G. M., et al. (2023) · Brazilian Journal of Health Review · doi:10.34119/bjhrv6n6-342
The benefit of long-term methylphenidate in childhood brain injury survivorship: A review
Harrison, T., Pornsukjantra, P., Hagan, A., & Verity, S. (2024) · Applied neuropsychology. Child · doi:10.1080/21622965.2024.2413091
“As such, it may be that methylphenidate acts to improve related behaviors which in turn preserve academic ability and limit previously observed decline, rather than directly increasing performance on psychometric measures (Pelham et al., 2022).”
Waxmonsky, J. G. (2025) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2025.01.015
Self-citationWhat Educators Should Know About Medication Use for Students With Emotional and Behavioral Disorders
Hand, S. L., Aregood, E. K., Bilgili-Karabacak, I., & Kern, L. (2025) · Beyond Behavior · doi:10.1177/10742956251320880
“…medication on classroom performance measures (e.g., quizzes, worksheets, writing quality) for students with ADHD, whereas more recent research found medication had no significant effect on learning classroom material but improved academic productivity and classroom behavior (Pelham et al., 2022).”
ADHD treatments move beyond stimulants
Jones, N. (2026) · Nature · doi:10.1038/d41586-026-00095-w
Köder, F., Sharma, C., Rummelhoff, C., Garraffa, M., & Øie, M. G. (2026) · Journal of Attention Disorders · doi:10.1177/10870547261478017
- Authors
- Pelham, W. E., Altszuler, A. R., Merrill, B. M., Raiker, J. S., Macphee, F. L., Ramos, M., Gnagy, E. M., Greiner, A. R., Coles, E. K., Connor, C. M., Lonigan, C. J., Burger, L., Morrow, A. S., Zhao, X., Swanson, J. M., Waxmonsky, J. G., & Pelham, W. E.
- ORCID
- Venue
- Journal of Consulting and Clinical Psychology
- Published
- 2022-05
- Volume
- 90
- Issue
- 5
- Pages
- 367-380
- ISSN
- 0022-006X (ISSN-L)
- 1939-2117
- PMC
- PMC9443328
- OpenAlex
- W4281297224
- Cited by
- 19
- References
- 45
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 3 · 2023: 2 · 2022: 3
- FWCI
- 2.18
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Journal of Consulting and Clinical Psychology (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute on Mental Health (MH099030; MH083692)
- National Institute on Alcohol Abuse and Alcoholism (AA026768)
- National Institute on Drug Abuse (DA034731)
- Institute of Education Sciences (R324A190239; R305A170523)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Social Sciences › Psychology › Developmental and Educational Psychology › Behavioral and Psychological Studies
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- attention deficit hyperactivity disorder, stimulant medication, methylphenidate, academic learning, content area instruction, vocabulary acquisition, classroom behavior, children, summer camps
- MeSH terms
- Central Nervous System Stimulants, Attention Deficit Disorder with Hyperactivity, Child, Curriculum, Double-Blind Method, Female, Humans, Male, Methylphenidate, Treatment Outcome, Cross-Over Studies
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-16.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-16.
Cited sources are checked by gpt-6-sol.
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