Pub Date : 2025-11-01Epub Date: 2025-01-15DOI: 10.1177/00222194241311979
Danielle O Lariviere, Sarah R Powell, Anna-Maria Fall, Greg Roberts, Tessa L Arsenault
We examined how generalized and mathematics-specific language skills predicted the word-problem performance of students with mathematics difficulty. Participants were 325 third-grade students in the southwestern United States who performed at or below the 25th percentile on a word-problem measure. We assessed generalized language skills in word reading, passage comprehension, and vocabulary knowledge. In addition, we measured mathematics-specific vocabulary knowledge. To explore variation within the mathematics-difficulty population, we utilized unconditional quantile regression to determine how each of these skill sets predicted word-problem performance when controlling for computation and emergent bilingual status. Results revealed that mathematics-vocabulary knowledge significantly predicted word-problem performance at all but two quantiles (p < .001), with strongest predictive relations at the highest quantiles. Passage comprehension had an overall significant relation to word-problem performance (p < .05) that was also reflected in multiple quantiles. Neither word-reading accuracy nor generalized-vocabulary knowledge demonstrated a significant predictive relation to word-problem performance. Given the consistent relation between mathematics-vocabulary knowledge and word-problem performance across quantiles, researchers and practitioners should prioritize evidence-based mathematics-vocabulary instruction to support students' word-problem-solving skills.
{"title":"Language Predictors of Word-Problem Performance Among Third-Grade Students With Mathematics Difficulty.","authors":"Danielle O Lariviere, Sarah R Powell, Anna-Maria Fall, Greg Roberts, Tessa L Arsenault","doi":"10.1177/00222194241311979","DOIUrl":"10.1177/00222194241311979","url":null,"abstract":"<p><p>We examined how generalized and mathematics-specific language skills predicted the word-problem performance of students with mathematics difficulty. Participants were 325 third-grade students in the southwestern United States who performed at or below the 25th percentile on a word-problem measure. We assessed generalized language skills in word reading, passage comprehension, and vocabulary knowledge. In addition, we measured mathematics-specific vocabulary knowledge. To explore variation within the mathematics-difficulty population, we utilized unconditional quantile regression to determine how each of these skill sets predicted word-problem performance when controlling for computation and emergent bilingual status. Results revealed that mathematics-vocabulary knowledge significantly predicted word-problem performance at all but two quantiles (<i>p</i> < .001), with strongest predictive relations at the highest quantiles. Passage comprehension had an overall significant relation to word-problem performance (<i>p</i> < .05) that was also reflected in multiple quantiles. Neither word-reading accuracy nor generalized-vocabulary knowledge demonstrated a significant predictive relation to word-problem performance. Given the consistent relation between mathematics-vocabulary knowledge and word-problem performance across quantiles, researchers and practitioners should prioritize evidence-based mathematics-vocabulary instruction to support students' word-problem-solving skills.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"445-458"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12521766/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142984748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-01Epub Date: 2025-02-09DOI: 10.1177/00222194251315191
Cayla Lussier, Ben Clarke, Derek Kosty, Geovanna Rodriguez, Kathleen Scalise, Christian Doabler, Jessica Turtura
Evidenced-based mathematics interventions are critical for supporting students with mathematics difficulties. In research and practice, collecting implementation fidelity is important for ensuring that all the core components of the intervention are implemented as designed. Historically, implementation fidelity has been defined as multifaceted, including examinations of adherence, instructional quality, and student engagement, though mathematics intervention studies rarely report on fidelity components outside of adherence. The current study examined the relationships between these different components of fidelity and whether they are associated with student mathematics outcomes and intervention group size within the context of a first-grade mathematics intervention. Findings revealed relationships between components of fidelity with student's initial mathematics skill; however, no relationship was observed between fidelity components and student mathematics growth. Findings for group size were mixed. Limitations, implications for research and practice, and future directions are discussed.
{"title":"An Examination of Implementation Fidelity Within the Context of a Tier 2 Mathematics Intervention.","authors":"Cayla Lussier, Ben Clarke, Derek Kosty, Geovanna Rodriguez, Kathleen Scalise, Christian Doabler, Jessica Turtura","doi":"10.1177/00222194251315191","DOIUrl":"10.1177/00222194251315191","url":null,"abstract":"<p><p>Evidenced-based mathematics interventions are critical for supporting students with mathematics difficulties. In research and practice, collecting implementation fidelity is important for ensuring that all the core components of the intervention are implemented as designed. Historically, implementation fidelity has been defined as multifaceted, including examinations of adherence, instructional quality, and student engagement, though mathematics intervention studies rarely report on fidelity components outside of adherence. The current study examined the relationships between these different components of fidelity and whether they are associated with student mathematics outcomes and intervention group size within the context of a first-grade mathematics intervention. Findings revealed relationships between components of fidelity with student's initial mathematics skill; however, no relationship was observed between fidelity components and student mathematics growth. Findings for group size were mixed. Limitations, implications for research and practice, and future directions are discussed.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"459-470"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143383824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-01Epub Date: 2025-01-06DOI: 10.1177/00222194241301044
Laura N Henry, Rachel A Gross, Stephen P Hinshaw
Youth with attention-deficit/hyperactivity disorder (ADHD) often exhibit impairments in mathematics, but long-term math development into adulthood, particularly in females, is underexplored. We characterized trajectories of math achievement in girls with ADHD and an age- and ethnicity-matched comparison sample from childhood through early adulthood across four waves and examined childhood cognitive predictors (global executive functioning, working memory, processing speed) of trajectories. The ethnically and socioeconomically diverse sample consisted of 140 girls with carefully diagnosed ADHD and 88 neurotypicals, ages 6 to 12 years at baseline, from the United States. Using latent growth curve models, we examined predictors of 16-year math achievement trajectories. In both the ADHD and neurotypical groups, scores declined over time; rates of change did not differ significantly. Yet in the ADHD sample, math difficulties (defined as scores at least 1 SD below the national average) increased notably over time, with many such difficulties emerging after childhood. By adulthood, nearly half of women with ADHD exhibited clear math difficulties. Worse baseline global executive functioning predicted slower math growth over time. Girls with ADHD may benefit from math supports before concerns emerge or worsen after childhood. Additional research on preventive interventions for math difficulties, including investigation of executive functioning, is warranted.
{"title":"Mathematics Achievement in Women With and Without ADHD: Childhood Predictors and Developmental Trajectories Into Adulthood.","authors":"Laura N Henry, Rachel A Gross, Stephen P Hinshaw","doi":"10.1177/00222194241301044","DOIUrl":"10.1177/00222194241301044","url":null,"abstract":"<p><p>Youth with attention-deficit/hyperactivity disorder (ADHD) often exhibit impairments in mathematics, but long-term math development into adulthood, particularly in females, is underexplored. We characterized trajectories of math achievement in girls with ADHD and an age- and ethnicity-matched comparison sample from childhood through early adulthood across four waves and examined childhood cognitive predictors (global executive functioning, working memory, processing speed) of trajectories. The ethnically and socioeconomically diverse sample consisted of 140 girls with carefully diagnosed ADHD and 88 neurotypicals, ages 6 to 12 years at baseline, from the United States. Using latent growth curve models, we examined predictors of 16-year math achievement trajectories. In both the ADHD and neurotypical groups, scores declined over time; rates of change did not differ significantly. Yet in the ADHD sample, math difficulties (defined as scores at least 1 <i>SD</i> below the national average) increased notably over time, with many such difficulties emerging after childhood. By adulthood, nearly half of women with ADHD exhibited clear math difficulties. Worse baseline global executive functioning predicted slower math growth over time. Girls with ADHD may benefit from math supports <i>before</i> concerns emerge or worsen after childhood. Additional research on preventive interventions for math difficulties, including investigation of executive functioning, is warranted.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"431-444"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12228839/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142933116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-01Epub Date: 2025-02-20DOI: 10.1177/00222194251315197
Xin Lin, Sarah R Powell
This study investigated the extent to which domain-general and domain-specific antecedents contributed to pre-algebra's initial level and growth rate among students who experience word-problem difficulty (WPD). We examined if such a profile differs for English-language learners (ELLs; n = 75) and non-ELLs (n = 55) with WPD. We assessed 130 U.S. students at the beginning of Grade 3, end of Grade 3, and middle of Grade 4. The latent growth curve analyses revealed only word-problem solving emerged as a predictor of pre-algebraic growth across ELLs and non-ELLs. English-language learners' stronger computational skills, along with their cognitive flexibility, potentially enabled them to effectively leverage working memory and nonverbal reasoning in acquiring pre-algebraic knowledge.
{"title":"Domain-General and Domain-Specific Antecedents of Pre-Algebraic Knowledge: Focusing on English-Language Learners With Word-Problem Difficulty.","authors":"Xin Lin, Sarah R Powell","doi":"10.1177/00222194251315197","DOIUrl":"10.1177/00222194251315197","url":null,"abstract":"<p><p>This study investigated the extent to which domain-general and domain-specific antecedents contributed to pre-algebra's initial level and growth rate among students who experience word-problem difficulty (WPD). We examined if such a profile differs for English-language learners (ELLs; <i>n</i> = 75) and non-ELLs (<i>n</i> = 55) with WPD. We assessed 130 U.S. students at the beginning of Grade 3, end of Grade 3, and middle of Grade 4. The latent growth curve analyses revealed only word-problem solving emerged as a predictor of pre-algebraic growth across ELLs and non-ELLs. English-language learners' stronger computational skills, along with their cognitive flexibility, potentially enabled them to effectively leverage working memory and nonverbal reasoning in acquiring pre-algebraic knowledge.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"471-482"},"PeriodicalIF":2.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143460199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-28DOI: 10.1177/00222194251385204
S Blair Payne, Sarah R Powell, Erica C Fry
High school mathematics can have a direct impact on the academic, health, and financial outcomes of students. To understand how to better support students experiencing mathematics difficulty (MD) in Grades 9, 10, 11, and 12 (i.e., high school), we conducted a synthesis of 21 studies in which author teams investigated the efficacy of a mathematics intervention across a total sample of 197 students. Overall, 15 studies demonstrated positive outcomes, with four studies demonstrating no effects and two studies demonstrating mixed results. We identified several instructional strategies used across multiple studies: explicit instruction, use of technology, focus on vocabulary, use of representations, and word-problem instruction. In most studies, researchers used single case designs, and most of the mathematics content focused on early algebraic standards. As such, there is a need for more mathematics intervention research at the high school level.
{"title":"A Synthesis of Mathematics Interventions for High School Students With Mathematics Difficulties.","authors":"S Blair Payne, Sarah R Powell, Erica C Fry","doi":"10.1177/00222194251385204","DOIUrl":"https://doi.org/10.1177/00222194251385204","url":null,"abstract":"<p><p>High school mathematics can have a direct impact on the academic, health, and financial outcomes of students. To understand how to better support students experiencing mathematics difficulty (MD) in Grades 9, 10, 11, and 12 (i.e., high school), we conducted a synthesis of 21 studies in which author teams investigated the efficacy of a mathematics intervention across a total sample of 197 students. Overall, 15 studies demonstrated positive outcomes, with four studies demonstrating no effects and two studies demonstrating mixed results. We identified several instructional strategies used across multiple studies: explicit instruction, use of technology, focus on vocabulary, use of representations, and word-problem instruction. In most studies, researchers used single case designs, and most of the mathematics content focused on early algebraic standards. As such, there is a need for more mathematics intervention research at the high school level.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"222194251385204"},"PeriodicalIF":2.9,"publicationDate":"2025-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145379437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2024-08-02DOI: 10.1177/00222194241263649
Garrett J Roberts, Philip Capin, Anna Handy, Brooke Coté, Zaira Jimenez
We created and tested a family-based intervention with a sample of U.S. families of children in Grades 1 and 2 with reading and behavioral difficulties to investigate its impact on text comprehension. Developed with input from parents, reading experts, and behavior specialists, Family-RISE (Reading Intervention with Supports for Engagement) integrates evidence-based practices for enhancing students' knowledge of narrative texts with effective behavioral supports to maximize student engagement and minimize disruptive behaviors to help parents engage successfully in shared storybook reading. We assessed the effects of Family-RISE on children's narrative text comprehension using a multiple-baseline design. A functional relation was established between Family-RISE and narrative text comprehension, indicating Family-RISE substantially improved narrative text comprehension. Furthermore, nonoverlap of all pairs, Tau-U, and standard mean difference effect sizes were all considered large in favor of the intervention. Family members reported that the intervention was highly usable, feasible to implement, and socially valid. These findings underscore the promise of the Family-RISE intervention and the value of developing interventions that simultaneously support reading and behavior for children with co-occurring difficulties in these areas.
我们创建了一种以家庭为基础的干预措施,并对有阅读和行为障碍的一、二年级儿童的家庭进行了测试,以研究其对文本理解的影响。Family-RISE(Reading Intervention with Supports for Engagement)是在听取了家长、阅读专家和行为专家的意见后开发的,它将循证实践与有效的行为支持相结合,以提高学生对叙事文本的认识,从而最大限度地提高学生的参与度,减少破坏性行为,帮助家长成功地参与故事书的分享阅读。我们采用多基线设计评估了家庭-RISE 对儿童叙事文本理解能力的影响。结果表明,"家庭-RISE "与叙事文本理解之间存在功能关系,这表明 "家庭-RISE "大大提高了叙事文本的理解能力。此外,所有配对的非重叠效应、Tau-U效应和标准均差效应均被认为对干预措施有利。家庭成员表示,该干预措施可用性高、实施可行且具有社会有效性。这些研究结果强调了 "家庭-RISE "干预措施的前景,以及为在阅读和行为方面同时存在困难的儿童开发干预措施的价值。
{"title":"A Family-Based Intervention for Early Elementary Students With Reading and Behavioral Difficulties: A Pilot Study.","authors":"Garrett J Roberts, Philip Capin, Anna Handy, Brooke Coté, Zaira Jimenez","doi":"10.1177/00222194241263649","DOIUrl":"10.1177/00222194241263649","url":null,"abstract":"<p><p>We created and tested a family-based intervention with a sample of U.S. families of children in Grades 1 and 2 with reading and behavioral difficulties to investigate its impact on text comprehension. Developed with input from parents, reading experts, and behavior specialists, Family-RISE (Reading Intervention with Supports for Engagement) integrates evidence-based practices for enhancing students' knowledge of narrative texts with effective behavioral supports to maximize student engagement and minimize disruptive behaviors to help parents engage successfully in shared storybook reading. We assessed the effects of Family-RISE on children's narrative text comprehension using a multiple-baseline design. A functional relation was established between Family-RISE and narrative text comprehension, indicating Family-RISE substantially improved narrative text comprehension. Furthermore, nonoverlap of all pairs, Tau-<i>U</i>, and standard mean difference effect sizes were all considered large in favor of the intervention. Family members reported that the intervention was highly usable, feasible to implement, and socially valid. These findings underscore the promise of the Family-RISE intervention and the value of developing interventions that simultaneously support reading and behavior for children with co-occurring difficulties in these areas.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"343-358"},"PeriodicalIF":2.9,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2024-10-07DOI: 10.1177/00222194241283198
Ziqian Wei, Lei Wang, Zhengye Xu, Lirong Luo, Xinyong Zhang, Ning Li, Duo Liu
In the current study, we tested a network model of reading difficulty by using state-of-the-art psychological network analysis. Four hundred and fifty-three Chinese first-grade children (about 38% female, mean age = 7.00, SD = 0.41) were divided into good (n = 154), competent (n = 147), and struggling (n = 152) readers based on their scores of Chinese character reading. The Extended Bayesian Information Criterion graphical lasso (EBICglasso) method was applied to estimate cross-sectional networks for the three groups. Each network included four cognitive nodes (homophone awareness, morphological structure awareness, phonological awareness, and vocabulary) and two ecological nodes (family socioeconomic status and the number of books at home). Chronological age and nonverbal intelligence were also included in the estimated networks. The global (i.e., global structure and global connectivity) and local patterns (i.e., the most important edges and nodes) in each network were reported. The network comparison results showed that global connectivity was significantly lower among struggling readers than for good readers, implying that a holistic impairment of bidirectional connections among multiple variables relates to the difficulty in learning to read. The theoretical and empirical implications and the significance of applying the network approach to reading research are discussed.
{"title":"The Global and Local Patterns of Reading-Related Cognitive and Ecological Variables in Chinese First-Grade Children: A Cross-Sectional Network Analysis.","authors":"Ziqian Wei, Lei Wang, Zhengye Xu, Lirong Luo, Xinyong Zhang, Ning Li, Duo Liu","doi":"10.1177/00222194241283198","DOIUrl":"10.1177/00222194241283198","url":null,"abstract":"<p><p>In the current study, we tested a network model of reading difficulty by using state-of-the-art psychological network analysis. Four hundred and fifty-three Chinese first-grade children (about 38% female, mean age = 7.00, <i>SD</i> = 0.41) were divided into good (<i>n</i> = 154), competent (<i>n</i> = 147), and struggling (<i>n</i> = 152) readers based on their scores of Chinese character reading. The Extended Bayesian Information Criterion graphical lasso (EBICglasso) method was applied to estimate cross-sectional networks for the three groups. Each network included four cognitive nodes (homophone awareness, morphological structure awareness, phonological awareness, and vocabulary) and two ecological nodes (family socioeconomic status and the number of books at home). Chronological age and nonverbal intelligence were also included in the estimated networks. The global (i.e., global structure and global connectivity) and local patterns (i.e., the most important edges and nodes) in each network were reported. The network comparison results showed that global connectivity was significantly lower among struggling readers than for good readers, implying that a holistic impairment of bidirectional connections among multiple variables relates to the difficulty in learning to read. The theoretical and empirical implications and the significance of applying the network approach to reading research are discussed.</p>","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":" ","pages":"390-406"},"PeriodicalIF":2.9,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142394318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-28DOI: 10.1177/00222194251364840
Patrick Ehrman, Robert J. Duncan, Sara A. Schmitt, David J. Purpura
Many children in the United States fail to meet proficiency benchmarks on mathematics and English Language Arts (ELA) tests in elementary school despite those tests being related to future outcomes. Thus, strategies are needed to identify and support children at risk for failing to reach proficiency in mathematics and ELA that consider multiple school readiness domains. The current study tested predictive relations between preschool skills and proficiency status on third and fourth-grade state tests for mathematics and ELA using data from 431 children. Three backward selection ordinal logistic regressions were run for each outcome using nine assessments covering mathematics, language, literacy, and executive function (EF) skills. Models using (a) fall scores, (b) spring scores, and (c) the average and change scores across the preschool year consistently identified early mathematics ( ORs from 1.34 to 2.32) and EF ( ORs from 1.23 to 1.40) as strong predictors of proficiency in both mathematics and ELA. Children’s vocabulary skills ( ORs from 1.29 to 1.55), but not early literacy skills, were consistently strong predictors of proficiency in ELA. Implications for policy and practice to improve children’s early learning outcomes are discussed.
{"title":"Predicting State Testing Proficiency with Preschool Assessments","authors":"Patrick Ehrman, Robert J. Duncan, Sara A. Schmitt, David J. Purpura","doi":"10.1177/00222194251364840","DOIUrl":"https://doi.org/10.1177/00222194251364840","url":null,"abstract":"Many children in the United States fail to meet proficiency benchmarks on mathematics and English Language Arts (ELA) tests in elementary school despite those tests being related to future outcomes. Thus, strategies are needed to identify and support children at risk for failing to reach proficiency in mathematics and ELA that consider multiple school readiness domains. The current study tested predictive relations between preschool skills and proficiency status on third and fourth-grade state tests for mathematics and ELA using data from 431 children. Three backward selection ordinal logistic regressions were run for each outcome using nine assessments covering mathematics, language, literacy, and executive function (EF) skills. Models using (a) fall scores, (b) spring scores, and (c) the average and change scores across the preschool year consistently identified early mathematics ( <jats:italic>ORs</jats:italic> from 1.34 to 2.32) and EF ( <jats:italic>ORs</jats:italic> from 1.23 to 1.40) as strong predictors of proficiency in both mathematics and ELA. Children’s vocabulary skills ( <jats:italic>ORs</jats:italic> from 1.29 to 1.55), but not early literacy skills, were consistently strong predictors of proficiency in ELA. Implications for policy and practice to improve children’s early learning outcomes are discussed.","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":"70 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144915536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-28DOI: 10.1177/00222194251364836
Brennan W. Chandler, Jessica R. Toste, Christina Novelli, Derek B. Rodgers, Emily Hardeman
Spelling is a vital academic skill that supports students’ writing and reading development (Kim, 2020). We conducted a comprehensive meta-analytic review of spelling interventions with students with or at-risk for learning disabilities (LDs) employing randomized controlled trials, quasi-experimental designs, and single-case designs. Fifty-nine studies met inclusion criteria—39 group design and 20 single-case design (SCD) studies—comprising 2,229 students in Grades K–9, the vast majority of whom were described as with or at-risk for LDs, with only one study including general education students. The studies yielded 327 spelling and word reading effect sizes that were used to answer three research questions regarding the overall average impact of the interventions on spelling and word reading outcomes, differential effects of the spelling intervention approach, and characteristics that may moderate effects. We ran four meta-analytic models on spelling interventions’ effects on spelling and reading outcomes, conducted subgroup analyses on group designs for different spelling approaches, and ran meta-regression models with five covariates on group designs to examine moderating effects. Publication bias analyses were also conducted. Results indicated that group design spelling interventions had a small but significant effect on spelling ( g = 0.33, 95% confidence interval [CI] = [0.26, 0.40]) and word reading ( g = 0.25, 95% CI = [0.13, 0.37]) outcomes, while SCDs had a large and significant impact on spelling (between-case standardized mean difference [BC-SMD] = 2.47, 95% CI = [1.82, 3.13]) and word reading (BC-SMD = 1.52, 95% CI = [0.83, 2.21]) outcomes. Furthermore, results demonstrate that group design spelling interventions employing whole word study ( g = 0.56, 95% CI = [0.41, 0.71]) and multilinguistic ( g = 0.43, 95% CI = [0.25, 0.60]) approaches benefit spelling outcomes, while phonemic approaches to spelling intervention transfer to word reading outcomes ( g = 0.45, 95% CI = [0.35, 0.55]). Findings highlight the need for systematic replication of spelling interventions to further understand the impact on writing and reading outcomes for students with LD.
拼写是支持学生写作和阅读发展的重要学术技能(Kim, 2020)。我们采用随机对照试验、准实验设计和单例设计,对有学习障碍或有学习障碍风险的学生进行了全面的拼写干预。59项研究符合纳入标准——39项组设计和20项单例设计(SCD)研究——包括2229名K-9年级的学生,其中绝大多数被描述为患有或有患ld风险,只有一项研究包括通识教育学生。这些研究产生了327个拼写和单词阅读效应大小,用于回答三个研究问题,即干预对拼写和单词阅读结果的总体平均影响、拼写干预方法的差异影响以及可能调节影响的特征。我们对拼写干预对拼写和阅读结果的影响进行了四个元分析模型,对不同拼写方法的组设计进行了亚组分析,并对组设计进行了包含五个协变量的元回归模型来检验调节效应。还进行了发表偏倚分析。结果显示,组设计拼写干预对拼写(g = 0.33, 95%可信区间[CI] =[0.26, 0.40])和单词阅读(g = 0.25, 95% CI =[0.13, 0.37])结果的影响虽小但显著,而SCDs对拼写(病例间标准化平均差[BC-SMD] = 2.47, 95% CI =[1.82, 3.13])和单词阅读(BC-SMD = 1.52, 95% CI =[0.83, 2.21])结果的影响较大且显著。此外,研究结果表明,采用全词研究(g = 0.56, 95% CI =[0.41, 0.71])和多语言(g = 0.43, 95% CI =[0.25, 0.60])方法的群体设计拼写干预有利于拼写结果,而音素方法的拼写干预有利于单词阅读结果(g = 0.45, 95% CI =[0.35, 0.55])。研究结果强调需要系统地复制拼写干预,以进一步了解对阅读障碍学生写作和阅读结果的影响。
{"title":"A Meta-Analytic Review of Spelling Interventions for Students With or At-Risk for Learning Disabilities","authors":"Brennan W. Chandler, Jessica R. Toste, Christina Novelli, Derek B. Rodgers, Emily Hardeman","doi":"10.1177/00222194251364836","DOIUrl":"https://doi.org/10.1177/00222194251364836","url":null,"abstract":"Spelling is a vital academic skill that supports students’ writing and reading development (Kim, 2020). We conducted a comprehensive meta-analytic review of spelling interventions with students with or at-risk for learning disabilities (LDs) employing randomized controlled trials, quasi-experimental designs, and single-case designs. Fifty-nine studies met inclusion criteria—39 group design and 20 single-case design (SCD) studies—comprising 2,229 students in Grades K–9, the vast majority of whom were described as with or at-risk for LDs, with only one study including general education students. The studies yielded 327 spelling and word reading effect sizes that were used to answer three research questions regarding the overall average impact of the interventions on spelling and word reading outcomes, differential effects of the spelling intervention approach, and characteristics that may moderate effects. We ran four meta-analytic models on spelling interventions’ effects on spelling and reading outcomes, conducted subgroup analyses on group designs for different spelling approaches, and ran meta-regression models with five covariates on group designs to examine moderating effects. Publication bias analyses were also conducted. Results indicated that group design spelling interventions had a small but significant effect on spelling ( <jats:italic>g</jats:italic> = 0.33, 95% confidence interval [CI] = [0.26, 0.40]) and word reading ( <jats:italic>g</jats:italic> = 0.25, 95% CI = [0.13, 0.37]) outcomes, while SCDs had a large and significant impact on spelling (between-case standardized mean difference [BC-SMD] <jats:italic>=</jats:italic> 2.47, 95% CI = [1.82, 3.13]) and word reading (BC-SMD = 1.52, 95% CI = [0.83, 2.21]) outcomes. Furthermore, results demonstrate that group design spelling interventions employing whole word study ( <jats:italic>g</jats:italic> = 0.56, 95% CI = [0.41, 0.71]) and multilinguistic ( <jats:italic>g</jats:italic> = 0.43, 95% CI = [0.25, 0.60]) approaches benefit spelling outcomes, while phonemic approaches to spelling intervention transfer to word reading outcomes ( <jats:italic>g</jats:italic> = 0.45, 95% CI = [0.35, 0.55]). Findings highlight the need for systematic replication of spelling interventions to further understand the impact on writing and reading outcomes for students with LD.","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":"16 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144915535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-23DOI: 10.1177/00222194251358502
Kathrin E. Maki, Courtenay A. Barrett, Matthew K. Burns, Daniel B. Hajovsky, Garrett Stevens
This study experimentally examined whether specific learning disability (SLD) identification model (i.e., ability-achievement discrepancy [Ab-Ach], response-to-intervention [RtI], and patterns of strengths and weaknesses [PSW]) was associated with SLD identification decisions, the confidence in the decision, and the perceived importance of different assessment data sources in identifying SLD. Participants ( N = 264) reviewed a psychoeducational evaluation vignette and determined whether the student should be identified with SLD based on the identification criteria for their randomly assigned condition (i.e., Ab-Ach, RtI, or PSW). Results indicated that type of SLD identification model used did not predict SLD identification decision or the confidence in the decision. However, participant race was related to SLD identification decisions, and participant race, national certification, and years of experience were related to decision confidence. School psychologists rated progress monitoring data, standardized tests, and educational record reviews as the most salient assessment data sources in identifying SLD.
{"title":"SLD Models and Assessment Data Sources: Effects on Identification and Confidence","authors":"Kathrin E. Maki, Courtenay A. Barrett, Matthew K. Burns, Daniel B. Hajovsky, Garrett Stevens","doi":"10.1177/00222194251358502","DOIUrl":"https://doi.org/10.1177/00222194251358502","url":null,"abstract":"This study experimentally examined whether specific learning disability (SLD) identification model (i.e., ability-achievement discrepancy [Ab-Ach], response-to-intervention [RtI], and patterns of strengths and weaknesses [PSW]) was associated with SLD identification decisions, the confidence in the decision, and the perceived importance of different assessment data sources in identifying SLD. Participants ( <jats:italic>N</jats:italic> = 264) reviewed a psychoeducational evaluation vignette and determined whether the student should be identified with SLD based on the identification criteria for their randomly assigned condition (i.e., Ab-Ach, RtI, or PSW). Results indicated that type of SLD identification model used did not predict SLD identification decision or the confidence in the decision. However, participant race was related to SLD identification decisions, and participant race, national certification, and years of experience were related to decision confidence. School psychologists rated progress monitoring data, standardized tests, and educational record reviews as the most salient assessment data sources in identifying SLD.","PeriodicalId":48189,"journal":{"name":"Journal of Learning Disabilities","volume":"26 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144898759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}