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Considerations for Intensifying Word-Problem Interventions for Students With MD: A Qualitative Umbrella Review of Relevant Meta-Analyses. 加强对患有 MD 的学生进行单词问题干预的考虑因素:相关 Meta 分析的定性总回顾。
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-03-01 Epub Date: 2024-11-06 DOI: 10.1177/00222194241281293
Jonte A Myers, Tessa L Arsenault, Sarah R Powell, Bradley S Witzel, Emily Tanner, Terri D Pigott

Word problem-solving (WPS) poses a significant challenge for many students, particularly those with mathematics difficulties (MD), hindering their overall mathematical development. To improve WPS proficiency, providing individualized and intensive interventions is critical. This umbrella review examined 11 medium- to high-quality meta-analyses to identify intervention and participant characteristics, informed by the Taxonomy of Intervention Intensity (TII) framework, that consistently moderate WPS outcomes for students with MD. Our analysis identified four characteristics with consistent moderating effects: intervention model, number of treatment sessions, group size, and academic risk area. This result suggests that these variables are potential considerations when customizing and intensifying WPS interventions to maximize their effectiveness for students with MD. We discuss the implications of these findings for practice and research and acknowledge the limitations of our review.

文字解题(WPS)对许多学生,尤其是数学困难学生(MD)构成了巨大的挑战,阻碍了他们的整体数学发展。要提高 WPS 能力,提供个性化的强化干预措施至关重要。本综述对 11 项中高级荟萃分析进行了研究,以确定干预强度分类法(TII)框架下的干预和参与者特征,这些特征对有数学障碍的学生的 WPS 结果具有持续的调节作用。我们的分析确定了四个具有一致调节作用的特征:干预模式、治疗次数、小组规模和学业风险领域。这一结果表明,在定制和强化 WPS 干预措施以最大限度地提高其对患有 MD 的学生的有效性时,这些变量是潜在的考虑因素。我们讨论了这些发现对实践和研究的影响,并承认我们的综述存在局限性。
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引用次数: 0
Do Mathematics and Reading Skills Impact Student Science Outcomes? 数学和阅读能力会影响学生的科学成果吗?
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-03-01 Epub Date: 2024-07-26 DOI: 10.1177/00222194241263646
Christian T Doabler, Megan Rojo, Jenna A Gersib, Anna-Maria Fall, Maria A Longhi, Gail E Lovette, Greg Roberts, Jasmine Uy, Katharina Johnson, Shadi Ghafghazi, Jason B Phelps, Sarah R Powell, William J Therrien

Establishing validated science programs for students with or at risk for learning disabilities requires testing treatment effects and exploring differential response patterns. This study explored whether students' initial mathematics and reading skills influenced their treatment response to a whole-class, second-grade science program called Scientific Explorers (Sci2). The original Sci2 study employed a cluster randomized controlled design and included 294 U.S. students from 18 second-grade classrooms. Differential effects of the program by initial mathematics and reading skill levels were not observed for an interactive science assessment and a distal science outcome measure. However, based on initial reading skill levels, moderation results were found on a science vocabulary measure, suggesting the effects of Sci2 were greatest for students with higher initial reading skills. Similar results were found using initial mathematics skill levels as a predictor of differential response such that students with higher mathematics skills reaped stronger treatment effects on the vocabulary measure. Further, we found initial mathematics skills also influenced outcomes on the proximal science content assessment, where students with higher initial mathematics skills led to higher outcomes. Overall, findings suggest Sci2 produced robust effects for all students (g = 0.24-1.23), regardless of initial skill proficiencies. Implications for exploring differential response in science intervention research are discussed.

要为有学习障碍或有学习障碍风险的学生制定有效的科学课程,需要测试治疗效果并探索不同的反应模式。本研究探讨了学生最初的数学和阅读技能是否会影响他们对名为 "科学探索者"(Sci2)的二年级全班科学课程的治疗反应。最初的 Sci2 研究采用了分组随机对照设计,包括来自 18 个二年级班级的 294 名学生。在互动式科学评估和远距离科学结果测量中,没有观察到该课程对初始数学和阅读技能水平的不同影响。然而,根据最初的阅读技能水平,在科学词汇量测量中发现了调节结果,表明 Sci2 对最初阅读技能较高的学生的影响最大。使用初始数学技能水平作为差异反应的预测因子也发现了类似的结果,即数学技能较高的学生在词汇量测量上获得了更强的治疗效果。此外,我们还发现,初始数学技能也会影响近似科学内容评估的结果,初始数学技能较高的学生会获得更高的结果。总之,研究结果表明,无论初始技能熟练程度如何,Sci2 对所有学生都产生了强有力的效果(g = 0.24-1.23)。本文讨论了在科学干预研究中探索差异反应的意义。
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引用次数: 0
Domain-General and Domain-Specific Antecedents of Pre-Algebraic Knowledge: Focusing on English-Language Learners With Word-Problem Difficulty.
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-02-20 DOI: 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 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.

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引用次数: 0
The Role of Morphology and Sentence Context in Word Processing for Adults With Low Literacy.
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-02-19 DOI: 10.1177/00222194251315198
Kathryn A Tremblay, Katja McBane, Katherine S Binder

Both vocabulary skill and morphological complexity, or whether words can be broken down into root words and affixes, have a significant impact on word processing for adults with low literacy. We investigated the influence of word-level variables of morphological complexity and root word frequency, and the sentence-level variable of context strength on word processing in adults with low literacy, who differed on levels of vocabulary depth skills, which was a participant-level variable. Our findings demonstrate that morphological complexity, root word frequency, and context strength are all related to how adult learners process words while reading, but their effects are dependent on participants' vocabulary depth. Participants with higher levels of vocabulary depth were able to more quickly process morphologically complex words and make better use of supportive sentence context as compared to individuals with lower levels of vocabulary depth. These findings suggest that both morphological complexity and vocabulary depth are important for word processing and reading comprehension in adults with low literacy.

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引用次数: 0
Reframing the Most Important Special Education Policy Debate in 50 Years: How Versus Where to Educate Students With Disabilities in America's Schools.
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-02-10 DOI: 10.1177/00222194251315196
Douglas Fuchs, Allison F Gilmour, Jeanne Wanzek

For decades, there have been competing visions of how and where to educate students with disabilities (SWDs) in America's K-12 schools. One conception is that general classrooms can accommodate the learning needs of virtually all children. A second approach calls for multiple placement options. Over the years, the context in which this disagreement has played out has changed as educators have shifted from a reliance on special classes to trust in general classes to enthusiasm for intensive instruction beyond the general class. Such variation in practice has influenced how researchers have explored relations between SWDs' placement and their academic performance. Some of this research has been weak, producing unreliable findings. Some has generated more trustworthy results. All stakeholders would benefit from distinguishing the weaker studies from the stronger ones. Yet, to date, there has been an absence of such effort. In this paper, we provide a concise history of placement-achievement research and then review evidence spanning 50 years, bearing on how and where to educate SWDs. We conclude that the research on where to teach has generally been weak and inconclusive; the research on how to teach, stronger and more certain. Implications for educating SWDs are discussed.

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引用次数: 0
Specificity, Co-Occurrence, and Growth: Math and Reading Skill Development in Children With Learning Disabilities
IF 3 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-02-10 DOI: 10.1177/00222194241312189
Katherine Helene Connors, Emily L. Guertin, Melissa Nichol, Joan M. Bosson-Heenan, Jeffrey R. Gruen, Jan C. Frijters
Learning disabilities are challenging to characterize because they evolve throughout development, frequently co-occur, and have varying domain specificity. Addressing these challenges, we analyzed longitudinal patterns of growth, co-occurrence, and specificity manifesting in the math and reading skills of children with and without learning disabilities. With a sample of 498 Grade 1 children followed for 5 years, we used linear mixed-effects models to explore group-level differences among children with math disability (MD), reading disability (RD), co-occurring disability, and no disability. Findings revealed: Math and reading trajectories of children with learning disabilities parallel those of children without disabilities. Skill growth slows over time, regardless of skill level, suggesting disability-related impairments will not resolve without intervention. Impairment levels and growth trajectories of children with co-occurring disabilities match the within-domain patterns of children with isolated disabilities, supporting a longitudinally maintained additive model of co-occurrence. MD and RD show varying specificity. MD impairments are domain-specific and become more pronounced over time. RD impairments impact both domains early, become more domain-specific over time, but maintain curriculum-contingent math deficits. Findings suggest early math intervention should balance linguistic and conceptual support, as the source of a child’s math difficulties may not be clear until well into elementary school.
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引用次数: 0
An Examination of Implementation Fidelity Within the Context of a Tier 2 Mathematics Intervention.
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-02-09 DOI: 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.

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引用次数: 0
Misalignments Between Student Teaching Placements and Initial Teaching Positions: Implications for the Early-Career Attrition of Special Education Teachers 学生教学实习与初始教学岗位的错位:对特殊教育教师早期职业磨耗的影响
IF 3 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-01-17 DOI: 10.1177/00222194241312193
Ben Backes, James Cowan, Dan Goldhaber, Zeyu Jin, Roddy Theobald
Graduates of special education teacher education programs can teach in a range of special education settings, raising the potential that their training can occur in very different settings than where they find their first jobs. We follow 263 completers of Moderate Disabilities programs in Massachusetts from their field placements to their early-career teaching positions and study the characteristics of their field placements and the degree to which these are aligned with their early-career teaching positions. We also assess the degree to which alignment is associated with early-career teacher turnover. We found that many of these teachers student taught in an inclusive setting but were hired into a self-contained special education setting and vice versa, and teachers who experienced this misalignment were more likely to leave the workforce early in their careers. Teachers who student taught with a supervising practitioner without a special education license were also more likely to leave early. Findings suggest that teachers training to educate students with learning disabilities should student teach in a setting that is aligned with where they are likely to be hired and with a supervising practitioner who is trained in special education.
特殊教育教师教育项目的毕业生可以在一系列特殊教育环境中任教,这增加了他们的培训可能发生在与他们找到第一份工作非常不同的环境中的可能性。我们跟踪了263名在马萨诸塞州完成中度残疾项目的学生,从他们的实习到他们早期职业生涯的教学职位,研究了他们的实习特点以及这些特点与他们早期职业生涯的教学职位的一致程度。我们还评估了与早期职业教师流动相关的一致性程度。我们发现,这些教师中的许多人在一个包容的环境中教学,但被雇佣到一个独立的特殊教育环境中,反之亦然,经历过这种错位的教师更有可能在职业生涯早期离开职场。与没有特殊教育执照的监督从业者一起教学的教师也更有可能早退。研究结果表明,接受学习障碍学生教育培训的教师应该在与他们可能被聘用的地方相一致的环境中进行教学,并由受过特殊教育培训的监督从业人员进行教学。
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引用次数: 0
Language Predictors of Word-Problem Performance Among Third-Grade Students With Mathematics Difficulty. 三年级数学困难学生字题表现的语言预测因子。
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-01-15 DOI: 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 included 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.

我们研究了广义语言技能和数学特定语言技能如何预测数学困难学生的单词问题表现。参与者包括325名来自美国西南部的三年级学生,他们在文字问题测试中的表现在或低于第25百分位。我们评估了词汇阅读、文章理解和词汇知识方面的通用语言技能。此外,我们还测量了数学相关的词汇知识。为了探索数学困难人群中的变化,我们利用无条件分位数回归来确定在控制计算和紧急双语状态时,这些技能如何预测单词问题的表现。结果显示,数学词汇知识在除两个分位数外的所有分位数上都显著预测了单词问题的表现(p < 0.001),在最高分位数上的预测关系最强。文章理解与单词问题的表现总体上有显著的关系(p < 0.05),并且在多个分位数上也有反映。单词阅读准确性和广义词汇知识都没有显示出与单词问题表现的显著预测关系。考虑到数学词汇知识与单词问题表现之间的一致性关系,研究人员和实践者应该优先考虑基于证据的数学词汇教学,以支持学生的单词问题解决能力。
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引用次数: 0
Mathematics Achievement in Women With and Without ADHD: Childhood Predictors and Developmental Trajectories Into Adulthood. 有和没有ADHD的女性的数学成绩:童年预测因素和成年后的发展轨迹。
IF 2.4 2区 教育学 Q1 EDUCATION, SPECIAL Pub Date : 2025-01-06 DOI: 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 comprised 140 girls with carefully diagnosed ADHD and 88 neurotypicals, ages 6 to 12 years at baseline. 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.

患有注意力缺陷/多动障碍(ADHD)的青少年通常表现出数学障碍,但成年后的长期数学发展,特别是女性,尚未得到充分研究。我们对患有多动症的女孩的数学成绩轨迹进行了表征,并对年龄和种族匹配的比较样本从童年到成年早期进行了四波分析,并对轨迹的儿童认知预测因素(全球执行功能、工作记忆、处理速度)进行了研究。种族和社会经济多样化的样本包括140名被仔细诊断为多动症的女孩和88名神经正常的女孩,年龄在6到12岁之间。使用潜在增长曲线模型,我们检验了16年数学成绩轨迹的预测因子。在ADHD组和神经正常组中,得分都随着时间的推移而下降;变化率没有显著差异。然而,在ADHD样本中,数学困难(定义为分数至少低于全国平均水平1个标准差)随着时间的推移显著增加,许多这样的困难是在童年后出现的。到成年时,近一半患有多动症的女性表现出明显的数学困难。较差的全球执行功能基线表明,随着时间的推移,数学能力的增长将会放缓。患有注意力缺陷多动障碍的女孩可能会在问题出现之前或在儿童时期恶化之前受益于数学支持。对数学困难的预防性干预的进一步研究,包括对执行功能的调查,是有必要的。
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引用次数: 0
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Journal of Learning Disabilities
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