207 results on '"Farkas, P."'
Search Results
2. Evidence for a Competitive Relationship between Executive Functions and Statistical Learning
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Felipe Pedraza, Bence C. Farkas, Teodóra Vékony, Frederic Haesebaert, Romane Phelipon, Imola Mihalecz, Karolina Janacsek, Royce Anders, Barbara Tillmann, Gaën Plancher, and Dezso Németh
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The ability of the brain to extract patterns from the environment and predict future events, known as statistical learning, has been proposed to interact in a competitive manner with prefrontal lobe-related networks and their characteristic cognitive or executive functions. However, it remains unclear whether these cognitive functions also possess a competitive relationship with implicit statistical learning across individuals and at the level of latent executive function components. In order to address this currently unknown aspect, we investigated, in two independent experiments (N[subscript Study1] = 186, N[subscript Study2] = 157), the relationship between implicit statistical learning, measured by the Alternating Serial Reaction Time task, and executive functions, measured by multiple neuropsychological tests. In both studies, a modest, but consistent negative correlation between implicit statistical learning and most executive function measures was observed. Factor analysis further revealed that a factor representing verbal fluency and complex working memory seemed to drive these negative correlations. Thus, the antagonistic relationship between implicit statistical learning and executive functions might specifically be mediated by the updating component of executive functions or/and long-term memory access.
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- 2024
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3. High Ecological Integration within U.S. Art Teacher Education: A Collective Case Study
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Joy G. Bertling, Tara C. Moore, and Lauren Farkas
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We live in a world of accelerating ecological devastation, where environmental violence is culturally and economically ingrained in dominant human societies. The term "Anthropocene" implies a threshold has been breached, and suggests radical reassessments of prevailing social, economic, political, and "educational" systems are needed. Some art teacher education programs in the United States deviate from predominant trends by embracing ecological integration and preparing art preservice teachers to implement ecological and environmental art pedagogies. Such "aberrant" programs offer rich sites to explore for methods that might be emulated beyond these singular cases. In this study, we examined how three U.S. art teacher education programs, identified as having high levels of ecological integration, infused ecological and environmental approaches into their course content and teaching methods. Themes included exposure to relational ways of being, entanglements with the land and community, collective productions of ecological integration, and infusion of art teacher educators' multiple identities.
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- 2024
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4. Uncharted Territory: Curriculum Mapping Multiple Majors Simultaneously
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Reniers, Jennifer, Mathany, Clarke, Farkas, Megan, Pollock, Heather, and Husband, Brian C.
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Curriculum mapping is the process of creating a visual representation of the teaching and assessment of learning outcomes in a degree, program or major. Best practice recommendations about curriculum mapping typically focus on mapping individual programs. Therefore, many recommendations, such as meeting individually with faculty as they map their course, may not be feasible for large-scale mapping projects. This paper describes the process of a large-scale curriculum mapping project designed to map the Bachelor of Science degree and 24 of its associated majors. The project involved the participation of faculty from three colleges within a research-intensive University to map over 400 courses. We describe the key questions and decisions involved in carrying out the mapping project, our data collection and analysis process, and our dissemination efforts to ensure that the mapping results were used to inform curricular change.
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- 2022
5. Paraprofessional Instructional Assistants Raise the Reading Performance of Latina/o First Graders in a Low-Income District
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Aurora, Melina and Farkas, George
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One relatively low-cost mechanism to assist teachers serving many English learner (EL) students and struggling readers is to hire, train, and manage paraprofessionals to provide supplementary instruction to such students. This study evaluated a program in which one district provided instructional aides to all first-grade teachers in the lowest-performing schools. To estimate program effects on reading, we used matched comparison schools in two research designs. One was a comparative interrupted time-series design, which compared school-level test score averages for treatment and comparison schools before and after program implementation. The other analyzed student-level test scores in these schools before and after the program. Both yielded positive estimates of program effects, significant at the p < 0.10 and p < 0.05 levels.
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- 2023
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6. High School Math and Motivation for Autistic Students
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Cooper, Michael and Farkas, George
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Analyzing data from students in the NCES High School Longitudinal Study dataset, we drew upon expectancy-value theory to examine the role of student motivation (measured by self-efficacy, identity, utility, and interest), as mediators between 9th grade math test scores and final math GPA for autistic students. In predicting final high school math GPA, math identity was the strongest predictor for autistic students with above average test scores. Findings for autistic students contrast with results for non-autistic students whose final math GPA is strongly predicted by the direct effects of 9th grade test scores. These results suggest that seeing oneself as a "math person" may be particularly influential for autistic students with higher 9th grade math performance.
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- 2023
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7. Racial and Ethnic Disparities in Advanced Science and Mathematics Achievement during Elementary School
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Morgan, Paul L., Hu, Eric Hengyu, Farkas, George, Hillemeier, Marianne M., Oh, Yoonkyung, and Gloski, Cecelia A.
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We analyzed a population-based cohort (N = 10,922) to investigate the onset and stability of racial and ethnic disparities in advanced (i.e., above the 90th percentile) science and mathematics achievement during elementary school as well as the antecedent, opportunity, and propensity factors that explained these disparities. About 13% to 16% of White students versus 3% to 4% of Black or Hispanic students displayed advanced science or mathematics achievement during kindergarten. The antecedent factor of family socioeconomic status and the propensity factors of student science, mathematics, and reading achievement by kindergarten consistently explained whether students displayed advanced science or mathematics achievement during first, second, third, fourth, or fifth grade. These and additional factors substantially or fully explained initially observed disparities between Black or Hispanic and White students in advanced science or mathematics achievement during elementary school. Economic and educational policies designed to increase racial and ethnic representation in STEM course taking, degree completion, and workforce participation may need to begin by elementary school.
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- 2023
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8. Predictive Factors of Academic Success in Neuromusculoskeletal Anatomy among Doctor of Physical Therapy Students
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Harmon, Derek J., Attardi, Stefanie M., Waite, Jordan G., Topp, Kimberly S., Smoot, Betty J., and Farkas, Gary J.
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Predictors of academic success in anatomy have been studied, but not in Doctor of Physical Therapy (DPT) students. The objectives of this study were to (1) explore predictors of academic success in a DPT anatomy course, (2) evaluate sex-based differences in the predictors of academic success and their influence on anatomy course grade, and (3) investigate the influence of the DPT anatomy course on visual-spatial ability. Forty-nine DPT students completed a demographic questionnaire, Learning and Study Strategies Inventory (LASSI), and Mental Rotations Test (MRT) before the ten-week anatomy course (MRT-1) and repeated the MRT at the end of the course (MRT-2). Anatomy course grade was determined based on quizzes and written and practical examinations. Multiple regression analysis showed significant associations between the predictor variables age (p = 0.010) and the LASSI anxiety subscale (p = 0.017), which measures anxiety coping, with the anatomy course grade. On the MRT-1, male DPT students attempted and correctly answered more questions than females (both, p < 0.0001). Female students had higher LASSI self-regulation and use of academic resources subscale scores (both, p < 0.05). In the 44 DPT students that completed the MRT-2, the number of correct and attempted responses increased following the anatomy course (p < 0.0001). Age and anxiety coping, but not sex, are predictors of anatomy course grades in DPT students. Mental rotations test scores improved following the anatomy course. The LASSI should be used in other cohorts to identify students with low anxiety subscale scores in order to provide targeted support.
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- 2023
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9. Longitudinal Trajectories of Reading and Mathematics Achievement for Students with Learning Disabilities
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Mattison, Richard E., Woods, Adrienne D., Morgan, Paul L., Farkas, George, and Hillemeier, Marianne M.
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We examined to what extent subgroups of students identified with learning disabilities (LDs; N = 630) in the Early Childhood Longitudinal Study, Kindergarten Class of 1998 to 1999 (ECLS-K): 1998 national longitudinal study displayed heterogeneity in longitudinal profiles of reading and mathematics achievement from first to eighth grades. Multivariate growth mixture modeling yielded four classes of combined reading and mathematics trajectories for students with LD. The largest class of students with LD (Class 2, 54.3%) showed mean T-scores for both achievement domains that averaged about 1 SD below the mean, with modest decline over time. Almost a quarter of the sample (Class 1, 22.3%) displayed mean T-scores in both achievement areas near the peer-normed average; these students were mostly White, from higher socioeconomic status (SES) backgrounds, and had experienced earlier identification as having an LD as well as shorter duration of LD service. Classifying heterogeneity in longitudinal trajectories of both achievement areas shows promise to better understand the educational needs of students identified with an LD.
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- 2023
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10. Which Students with Disabilities Are Placed Primarily outside of U.S. Elementary School General Education Classrooms?
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Morgan, Paul L., Woods, Adrienne D., Wang, Yangyang, Farkas, George, Hillemeier, Marianne M., and Mitchell, Cynthia
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Students with disabilities (SWD) who are Black or Hispanic have been reported to be more likely to be placed primarily outside of general education classrooms while attending U.S. schools. Federal law and regulation require monitoring of special education placement based on race or ethnicity. Yet, whether and to what extent racial or ethnic disparities in placement are explained by bias or by other explanatory factors is currently unclear. We evaluated for racial and ethnic bias in special education placement by analyzing longitudinal data from two independent samples of SWD (N values range 590-1,130) attending U.S. elementary schools. We statistically controlled for plausibly exogenous sociodemographic, academic, and behavioral risk factors measured in kindergarten in analyses of the students as they attended first, third, and fifth grades between the 1999-2000 and 2015-2016 school years. Of the resulting 12 Black or Hispanic grade-year-specific tests, 11 (i.e., 92%) indicated that controls for kindergarten explanatory factors--particularly significant academic difficulties--fully explained the risk initially attributable to race or ethnicity. We observed little evidence that bias explains racial or ethnic disparities in special education placement in U.S. elementary schools.
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- 2023
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11. Elementary English Learner Classroom Composition and Academic Achievement: The Role of Classroom-Level Segregation, Number of English Proficiency Levels, and Opportunity to Learn
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Estrada, Peggy, Wang, Haiwen, and Farkas, Timea
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Using mixed methods, we investigated (a) the association of the extent of English learner (EL) classroom-level segregation (proportion EL) and number of EL English proficiency levels with elementary EL academic achievement, using 2 years of administrative data, and (b) school staff--reported opportunity to learn-related advantages and disadvantages in segregated versus integrated compositions, using 3 years of interviews. Findings were corroborative across methods. After accounting for student-, classroom-, and school-level covariates, we found that ELs in more segregated classrooms exhibited lower performance, on average, on state tests of English language arts, mathematics, and English proficiency, and little evidence that classroom number of EL English proficiency levels was related to achievement. School staff consistently detailed the instructional, academic, and socio-emotional opportunities to learn afforded by the diversity/heterogeneity of integrated classrooms.
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- 2020
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12. Achievement Gaps and Multi-Tiered System of Supports in California
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Stanford University, Policy Analysis for California Education (PACE) and Farkas, George
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This brief examines California's Multi-Tiered System of Supports (MTSS), which is a framework designed to identify and assist students performing below grade level. MTSS involves at least three tiers of support; Tier 2 includes personalized assistance. Unfortunately, Tier 2 services are not adequately resourced so it is not surprising that California students rank only 38th in the nation in reading and math. To move higher, it is important that the state provide categorical funding for Tier 2 services. California teachers already have a full-time job. To successfully implement MTSS, they need additional Tier 2 personnel (e.g., paraprofessional instructional aides and trained clerical staff to manage student progress monitoring) to assist them.
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- 2020
13. Which Children Are Frequently Victimized in US Elementary Schools? Population-Based Estimates
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Morgan, Paul L., Woods, Adrienne D., Wang, Yangyang, Farkas, George, Oh, Yoonkyung, Hillemeier, Marianne M., and Mitchell, Cynthia
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We analyzed a population-based cohort of 11,780 US children to identify risk and protective factors by kindergarten predictive of being frequently verbally, social, reputationally, or physically victimized during the upper elementary grades. We also stratified the analyses by biological sex. Kindergarten children displaying externalizing problem behaviors were at consistently higher risk of being frequently victimized during third-fifth grade (odds ratios [OR] for verbal = 1.82, social = 1.60, reputational = 1.85, physical = 1.67, and total = 1.93). Hispanic children (OR range = 0.51 to 0.68) and those from higher income families (OR range = 0.73 to 0.83) were less likely to experience victimization. Boys were more likely than girls to be physically victimized (OR = 1.38) but less likely to be verbally (OR = 0.83), socially (OR = 0.66), or reputationally (OR = 0.83) victimized or to experience total victimization (OR = 0.82). Other variables predictive of increased risks for frequent victimization included having a disability, experiencing cognitively stimulating parenting, and displaying lower academic achievement.
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- 2022
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14. Differentiated Impact of Flipped Instruction: When Would Flipped Instruction Work or Falter?
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He, Wenliang, Holton, Amanda, Gu, Hengrui, Warschauer, Mark, and Farkas, George
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This study assessed the impact of flipped instruction on study effort, exam performance, motivation, and perceived class quality in two sections of an introductory chemistry course. Giving frequent assignments and quizzes provided enough incentive to ensure pre-class study compliance, and flipped instruction did not appreciably increase overall study time. However, technology failures early in the class show an important lesson of what can occur when a teaching modality dependent on technology is used. Unlike in our previous study, flipped students underperformed their control counterparts in the final exam. Differentiated treatment effects were identified, as sophomores and females benefited more from flipped instruction. Similar trends were also observed with student letter grades from a subsequent chemistry course. Flipped instruction did not increase student general motivation. Flipped females, however, exhibited stronger end-of-quarter motivation than flipped males. Flipped students perceived the class to be of lower quality and expressed discontent with in-class technology failures and active learning techniques. We reflect upon the resilience of the traditional lecture format and suggest that new pedagogical methods be implemented at a conservative rate to preserve student learning outcomes in the face of implementation issues.
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- 2019
15. Veracity in Special Education
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Kauffman, James M. and Farkas, George
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Beliefs may be described as Type A, scientific and verifiable (objective), or Type B, not verifiable and personal (subjective). Type B might be considered subjective opinion, something other than empirically confirmed, objective truth. Nevertheless, Type B is asserted as truth by some and can be valued over Type A. Both kinds of belief are important in special education, and both have advantages and disadvantages. When Type A belief is available, it must be given precedence over Type B for informing and determining public policies and for choosing special education interventions. Unjust treatment of disabilities, including children with exceptionalities, is one predictable consequence of ignoring Type A belief, although it is also possible for injustice to be the result of ignoring Type B.
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- 2022
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16. Teaching Tip: Teaching Business Process Concepts in an Introductory Information Systems Class: A Multi-Level Game-Based Learning Approach
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Farkas, Bernie, Shang, Yanyan, and Alhourani, Farouq
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This research develops an effective methodology for a core business introductory information systems course to teach business process concepts and the role of information systems in business processes. The developed methodology also helps students properly diagram an organization's business processes. The methodology uses an experiential learning approach: Multidimensional Game-based Learning. Initially, students learn elementary business processes and modeling concepts, e.g., start, end, activity, and gateway. Advancing to a more complex process during the second level, student teams learn the concept of process activity responsibility, e.g., role, pool. The last level challenges student teams to manage a company in a simulated business environment using an SAP® Enterprise Resource Planning system. Students learn the relationship between information systems and business processes and the concepts of data flow, encapsulation, event, and parallelism. A survey of the student's perception and the researchers' ad hoc observations demonstrates the effectiveness of the developed methodology.
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- 2022
17. Does Attending Center-Based Care Prior to Kindergarten Improve Latino Children's Academic Readiness?
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Aurora, Melina and Farkas, George
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This study provides estimates for the impact of centre-based care participation during pre-kindergarten on Latino children's academic readiness skills at kindergarten-entry. Using the ECLS-K:2011 dataset, findings indicate that Latino children who participated in centre-based care during their pre-kindergarten year had significantly higher English oral language (ES = 0.112, p < 0.05), reading (ES = 0.151, p < 0.001), and math scores (ES = 0.117, p < 0.05) than their peers who did not participate in such programmes. Additionally, children from lower SES homes especially benefitted in terms of oral language skills from participating in centre-based care. These results suggest that efforts should be made to increase the participation of Latino children in centre-based preschool, which can play a role in increasing their academic readiness skills.
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- 2022
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18. Did Consequential Accountability Policies Decrease the Share of Visual and Performing Arts Education in U.S. Public Secondary Schools during the No Child Left behind Era?
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Gara, Taylor V., Farkas, George, and Brouillette, Liane
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It has been asserted that the test-based accountability of No Child Left Behind (NCLB) increased instruction in tested subject areas reading and math, leading to reductions in arts education. We tested this using two waves of data, before and after NCLB implementation, in a difference-in-differences design. The analyses indicated that the total teacher workforce increased substantially during this time period, while the percentage of reading and math educators remained constant, leading to an overall increase in the teacher corps for these subjects. In contrast, the percentage of music and visual arts educators decreased during this period, leading to a decrease in their numbers. Average subject-specific teaching loads increased across all of these subjects. The result was substantial increases in the number of reading and math courses taught, combined with overall stability in the number of arts courses. However, comparisons across states with varying implementation of test-based school accountability prior to NCLB failed to show a relationship between such accountability and changes in the percentages and teaching loads of reading, math, and arts educators. Thus, at least in terms of cross-state comparisons, changes in these outcomes cannot be attributed to state-specific changes in accountability brought on by the introduction of NCLB.
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- 2022
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19. An Analysis of Anatomy Education before and during COVID-19: August-December 2020
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Attardi, Stefanie M., Harmon, Derek J., Barremkala, Malli, Bentley, Danielle C., Brown, Kirsten M., Dennis, Jennifer F., Goldman, Haviva M., Harrell, Kelly M., Klein, Barbie A., Ramnanan, Christopher J., and Farkas, Gary J.
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Coronavirus disease-2019 (COVID-19) disrupted the in-person teaching format of anatomy. To study changes in gross anatomy education that occurred during August--December, 2020 compared to before the pandemic, an online survey was distributed to anatomy educators. The 191 responses received were analyzed in total and by academic program, geographic region, and institution type. Cadaver use decreased overall (before: 74.1 ± 34.1%, during: 50.3 ± 43.0%, P < 0.0001), as well as across allopathic and osteopathic medicine, therapy, undergraduate, and veterinary programs (P < 0.05), but remained unchanged for other programs (P > 0.05). Cadaver use decreased internationally and in the US (P < 0.0001), at public and private (P < 0.0001) institutions, and among allopathic medical programs in Northeastern, Central, and Southern (P < 0.05), but not Western, US geographical regions. Laboratories during Covid-19 were delivered through synchronous (59%), asynchronous (4%), or mixed (37%) formats (P < 0.0001) and utilized digital resources (47%), dissection (32%), and/or prosection (21%) (P < 0.0001). The practical laboratory examination persisted during COVID-19 (P = 0.419); however, the setting and materials shifted to computer-based (P < 0.0001) and image-based (P < 0.0001), respectively. In-person lecture decreased during COVID-19 (before: 88%, during: 24%, P = 0.003). When anatomy digital resources were categorized, dissection media, interactive software, and open-access content increased (P [less than or equal to] 0.008), with specific increases in BlueLink, Acland's Videos, and Complete Anatomy (P < 0.05). This study provided evidence of how gross anatomy educators continued to adapt their courses past the early stages of the pandemic.
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- 2022
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20. Kindergarten Children's Executive Functions Predict Their Second-Grade Academic Achievement and Behavior
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Morgan, Paul L., Farkas, George, Hillemeier, Marianne M., Pun, Wik Hung, and Maczuga, Steve
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Whether and to what extent kindergarten children's executive functions (EF) constitute promising targets of early intervention is currently unclear. This study examined whether kindergarten children's EF predicted their second-grade academic achievement and behavior. This was done using (a) a longitudinal and nationally representative sample (N = 8,920, M[subscript age] = 97.6 months), (b) multiple measures of EF, academic achievement, and behavior, and (c) extensive statistical control including for domain-specific and domain-general lagged dependent variables. All three measures of EF--working memory, cognitive flexibility, and inhibitory control--positively and significantly predicted reading, mathematics, and science achievement. In addition, inhibitory control negatively predicted both externalizing and internalizing problem behaviors. Children's EF constitute promising targets of experimentally evaluated interventions for increasing academic and behavioral functioning. [This is the online version of an article published in "Child Development."]
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- 2018
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21. Cross-Cohort Evidence of Disparities in Service Receipt for Speech or Language Impairments
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Morgan, Paul L., Farkas, George, Hillemeier, Marianne M., Li, Hui, Pun, Wik Hung, and Cook, Michael
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We examined the extent to which disparities in the receipt of special education services for speech or language impairments (SLIs) on the basis of race, ethnicity, or language use by kindergarten--when the delivery of these services might be expected to be most effective--have changed over a 12-year period in the United States. Logistic regression modeling of 2 nationally representative cohorts (N = 16,800 and 12,080) indicated that children who are Black (covariate-adjusted odds ratios = 0.39 and 0.54) or from non-English-speaking households (covariate-adjusted odds ratios = 0.57 and 0.50) continue to be less likely to receive services for SLIs. Hispanic children are now less likely to receive these services (covariate adjusted odds ratio = 0.54) than otherwise similar non-Hispanic White children. Disparities in special education service receipt for SLIs attributable to race, ethnicity, and language presently occur in the United States and are not explained by many potential confounds.
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- 2017
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22. Cross-Cohort Evidence of Disparities in Service Receipt for Speech or Language Impairments
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Morgan, Paul L., Farkas, George, Hillemeier, Marianne M., Li, Hui, Pun, Wik Hung, and Cook, Michael
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We examined the extent to which disparities in the receipt of special education services for speech or language impairments (SLIs) on the basis of race, ethnicity, or language use by kindergarten--when the delivery of these services might be expected to be most effective- have changed over a 12-year period in the United States. Logistic regression modeling of 2 nationally representative cohorts (N = 16,800 and 12,080) indicated that children who are Black (covariate-adjusted odds ratios = 0.39 and 0.54) or from non-English-speaking households (covariate-adjusted odds ratios = 0.57 and 0.50) continue to be less likely to receive services for SLIs. Hispanic children are now less likely to receive these services (covariate adjusted odds ratio = 0.54) than otherwise similar non-Hispanic White children. Disparities in special education service receipt for SLIs attributable to race, ethnicity, and language presently occur in the United States and are not explained by many potential confounds. [This article was published in "Exceptional Children" (EJ1158178).]
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- 2017
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23. The Problems and Possibilities of Creating and Sustaining a Multidisciplinary, Undergraduate, Digital Journal
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Farkas, Kerrie R. H. and Pashkova-Balkenhol, Tatiana
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Unprecedented growth has occurred in the development of undergraduate journals over the past 10 years. Yet, despite the numerous benefits that research shows for authors, editors, and faculty mentors involved in undergraduate publications, academic institutions have struggled to sustain student journals over time. Based on the authors' experience with launching and sustaining a journal over six years and data collected from five years of exit interviews, reflective writing, and surveys, they discuss 10 key steps for creating and sustaining an undergraduate journal and overcoming the obstacles linked to such an endeavor.
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- 2021
24. An Analysis of Anatomy Education before and during COVID-19: May-August 2020
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Harmon, Derek J., Attardi, Stefanie M., Barremkala, Malli, Bentley, Danielle C., Brown, Kirsten M., Dennis, Jennifer F., Goldman, Haviva M., Harrell, Kelly M., Klein, Barbie A., Ramnanan, Christopher J., Richtsmeier, Joan T., and Farkas, Gary J.
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Coronavirus disease 2019 (COVID-19) created unparalleled challenges to anatomy education. Gross anatomy education has been particularly impacted given the traditional in-person format of didactic instruction and/or laboratory component(s). To assess the changes in gross anatomy lecture and laboratory instruction, assessment, and teaching resources utilized as a result of COVID-19, a survey was distributed to gross anatomy educators through professional associations and listservs. Of the 67 survey responses received for the May-August 2020 academic period, 84% were from United States (US) institutions, while 16% were internationally based. Respondents indicated that in-person lecture decreased during COVID-19 (before: 76%, during: 8%, P < 0.001) and use of cadaver materials declined (before: 76 ± 33%, during: 34 ± 43%, P < 0.001). The use of cadaver materials in laboratories decreased during Covid-19 across academic programs, stand-alone and integrated anatomy courses, and private and public institutions (P [less than or equal to] 0.004). Before COVID-19, cadaveric materials used in laboratories were greater among professional health programs relative to medical and undergraduate programs (P [less than or equal to] 0.03) and among stand-alone relative to integrated anatomy courses (P [less than or equal to] 0.03). Furthermore, computer-based assessment increased (P < 0.001) and assessment materials changed from cadaveric material to images (P < 0.03) during COVID-19, even though assessment structure was not different (P > 0.05). The use of digital teaching resources increased during COVID-19 (P < 0.001), with reports of increased use of in-house created content, BlueLink, and Complete Anatomy software (P < 0.05). While primarily representing US institutions, this study provided evidence of how anatomy educators adapted their courses, largely through virtual mediums, and modified laboratory protocols during the initial emergence of the COVID-19 pandemic.
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- 2021
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25. Who Receives Speech/Language Services by 5 Years of Age in the United States?
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Morgan, Paul L., Hammer, Carol Scheffner, Farkas, Geroge, Hillemeier, Marianne M., Maczuga, Steve, Cook, Michael, and Morano, Stephanie
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Purpose: We sought to identify factors predictive of or associated with receipt of speech/language services during early childhood. We did so by analyzing data from the Early Childhood Longitudinal Study-Birth Cohort (ECLS-B; Andreassen & Fletcher, 2005), a nationally representative dataset maintained by the U.S. Department of Education. We addressed two research questions of particular importance to speech-language pathology practice and policy. First, do early vocabulary delays increase children's likelihood of receiving speech/language services? Second, are minority children systematically less likely to receive these services than otherwise similar White children? Method: Multivariate logistic regression analyses were performed for a population-based sample of 9,600 children and families participating in the ECLS-B. Results: Expressive vocabulary delays by 24 months of age were strongly associated with and predictive of children's receipt of speech/language services at 24, 48, and 60 months of age (adjusted odds ratio range = 4.32-16.60). Black children were less likely to receive speech/language services than otherwise similar White children at 24, 48, and 60 months of age (adjusted odds ratio range = 0.42-0.55). Lower socioeconomic status children and those whose parental primary language was other than English were also less likely to receive services. Being born with very low birth weight also significantly increased children's receipt of services at 24, 48, and 60 months of age. Conclusion: Expressive vocabulary delays at 24 months of age increase children's risk for later speech/language services. Increased use of culturally and linguistically sensitive practices may help racial/ethnic minority children access needed services.
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- 2016
26. Head Start at Ages 3 and 4 versus Head Start Followed by State Pre-K: Which Is More Effective?
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Jenkins, Jade Marcus, Farkas, George, Duncan, Greg J., Burchinal, Margaret, and Vandell, Deborah Lowe
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As policy-makers contemplate expanding preschool opportunities for low-income children, one possibility is to fund two, rather than one year of Head Start for children at ages 3 and 4. Another option is to offer one year of Head Start followed by one year of pre-k. We ask which of these options is more effective. We use data from the Oklahoma pre-k study to examine these two "pathways" into kindergarten using regression discontinuity to estimate the effects of each age-4 program, and propensity score weighting to address selection. We find that children attending Head Start at age 3 develop stronger pre-reading skills in a high quality pre-kindergarten at age 4 compared with attending Head Start at age 4. Pre-k and Head Start were not differentially linked to improvements in children's pre-writing skills or pre-math skills. This suggests that some impacts of early learning programs may be related to the sequencing of learning experiences to more academic programming. [This paper was published in "Educational Evaluation and Policy Analysis" v38 n1 p88-112 Mar 2016 (EJ1089933).]
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- 2016
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27. Science Achievement Gaps Begin Very Early, Persist, and Are Largely Explained by Modifiable Factors
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Morgan, Paul L., Farkas, George, Hillemeier, Marianne M., and Maczuga, Steve
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We examined the age of onset, over-time dynamics, and mechanisms underlying science achievement gaps in U.S. elementary and middle schools. To do so, we estimated multilevel growth models that included as predictors children's own general knowledge, reading and mathematics achievement, behavioral self-regulation, sociodemographics, other child- and family-level characteristics (e.g., parenting quality), and school-level characteristics (e.g., racial, ethnic, and economic composition; school academic climate). Analyses of a longitudinal sample of 7,757 children indicated large gaps in general knowledge already evident at kindergarten entry. Kindergarten general knowledge was the strongest predictor of first-grade general knowledge, which in turn was the strongest predictor of children's science achievement from third to eighth grade. Large science achievement gaps were evident when science achievement measures first became available in third grade. These gaps persisted until at least the end of eighth grade. Most or all of the observed science achievement gaps were explained by the study's many predictors. Efforts to address science achievement gaps in the United States likely require intensified early intervention efforts, particularly those delivered before the primary grades. If unaddressed, science achievement gaps emerge by kindergarten and continue until at least the end of eighth grade. [This article was published in "Educational Researcher" (EJ1091880).]
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- 2016
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28. Family-Centered Cognitive Behavioral Therapy for Anxiety in Very Young Children with Autism Spectrum Disorder
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Driscoll, Katherine, Schonberg, Michael, Stark, Melanie Farkas, Carter, Alice S., and Hirshfeld-Becker, Dina
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To address the paucity of cognitive-behavioral therapy (CBT) protocols available to treat anxiety in preschoolers with ASD, we piloted a family-centered CBT protocol in a series of 16 children aged 3-7 years with ASD and anxiety disorders and explored its feasibility and efficacy. Children were assessed at baseline, post-treatment (PT), and 4-month follow-up (FU) using diagnostic interviews and parent questionnaires. Fourteen children completed at least 10 sessions (mean 14). At PT, 81% were rated "very much-" or "much-improved" on the CGI-Anxiety. Children displayed significant decreases on clinician- and parent-rated anxiety, and improved family function and coping. Gains were maintained at FU. Parent-child CBT is feasible for young children with ASD plus anxiety that shows potential for similar efficacy as with neurotypical children.
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- 2020
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29. District-Level Achievement Gaps Explain Black and Hispanic Overrepresentation in Special Education
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Farkas, George, Morgan, Paul L., Hillemeier, Marianne M., Mitchell, Cynthia, and Woods, Adrienne D.
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To examine whether special education racial risk ratios reported by U.S. school districts are explained by district-level confounds, particularly, racial achievement gaps, we analyzed merged data (N = 1,952 districts for Black-White comparisons; N = 2,571 districts for Hispanic-White comparisons) from the U.S. Department of Education's Office of Civil Rights, Stanford Educational Data Archive, and Common Core data sets. Regression analysis results indicated that Black- and Hispanic-White district risk ratios were strongly related to Black- and Hispanic-White district achievement gaps. These results reconcile findings from district-level data with those from student-level data and support the finding that, when compared to otherwise similar White students by controlling for group differences in achievement, non-White students are on average underrepresented in special education. That is, non-White overrepresentation in special education in most districts is explained by racial achievement gaps in these districts. Residuals from the regressions provide a more accurate way to monitor for outlier districts than the current practice required in federal regulations of using unadjusted risk ratios.
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- 2020
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30. Reciprocal Effects of Reading and Mathematics? Beyond the Cross-Lagged Panel Model
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Bailey, Drew H., Oh, Yoonkyung, Farkas, George, Morgan, Paul, and Hillemeier, Marianne
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Prior nonexperimental studies have been used to conclude that children's reading and mathematics achievement bidirectionally influence each other over time, with strong paths from (a) early reading to later mathematics and (b) early mathematics to later reading. In the most influential study on the topic, the early math-to-later-reading path was reported to be stronger than the early reading-to-later-math path (Duncan et al., 2007). Yet prior estimates may be confounded by stable environmental and personal factors influencing both reading and mathematics achievement. We reexamined the bidirectional relations between reading and mathematics achievement using both traditional models and extensions intended to account for unmeasured confounding. Results based on a large nationally representative sample of children from kindergarten to 3rd grade (N = 9,612) indicated that the estimated effects between reading and mathematics achievement differ substantially after accounting for the confounding effects of stable unmeasured factors. In these models, autoregressive and cross-lagged paths were substantially reduced. The finding that early mathematics predicts later reading more strongly than early reading predicts later math disappears and sometimes reverses, suggesting that larger paths from math to reading than from reading to math in previous related analyses are not causally informative. Stability in early mathematics and reading achievement resulted from substantially overlapping time invariant factors that correlate above 0.90.
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- 2020
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31. Are Schools in the U.S. South Using Special Education to Segregate Students by Race?
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Morgan, Paul L., Woods, Adrienne D., Wang, Yangyang, Hillemeier, Marianne M., Farkas, George, and Mitchell, Cynthia
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Whether students of color are more or less likely to be identified as having disabilities than similarly situated students who are White in U.S. states with histories of de jure and de facto racial segregation is currently unknown. Unadjusted analyses of large samples of students attending elementary and middle schools in the U.S. South yielded little evidence of minority overrepresentation in special education. In analyses adjusted for strong confounds (e.g., family income, student-level achievement), students of color were "less" likely than White students to be identified as having disabilities. Underidentification was evident (a) for the U.S. South in aggregate, (b) across 11 Southern states that we separately examined, (c) in cross-sectional samples assessed in 2003 and 2015, and (d) for specific disability conditions. Black and Hispanic students attending schools in the U.S. South have been and continue to be less likely to be identified as having disabilities than otherwise similar White students.
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- 2020
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32. International Baccalaureate Diploma Programme: Examining College Readiness
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Educational Policy Improvement Center (EPIC), International Baccalaureate (IB) Organization, Conley, David, McGaughy, Charis, Davis-Molin, Whitney, Farkas, Rachel, and Fukuda, Erin
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The International Baccalaureate (IB) works with schools, governments, and international organizations to develop challenging programmes of international education and rigorous assessment. This three-phase study prepared by the Educational Policy Improvement Center (EPIC) on behalf of the International Baccalaureate Organization explored the impact of the International Baccalaureate (IB) Diploma Programme on college readiness by examining the academic and non-academic preparation of students who participated in IB Diploma Programmes in high school. The first phase of this study involved analyses of academic indicators of college success using extant data for IB/Honors and Non-IB/Honors students between 2005 and 2012. In the second phase, IB/Honors and Non-IB/ Honors students took a postsecondary version of CampusReady, a self-report instrument that gauges metacognitive, cognitive, and college adjustment behaviors and attitudes mapped to the Four Keys to College and Career Readiness: (1) Key Cognitive Strategies; (2) Key Content Knowledge; (3) Key Learning Skills and Techniques; and (4) Key Transition Knowledge and Skills. EPIC employed a qualitative methodology in the final phase to more closely examine how IB/Honors students differed in preparation and college experience from Non-IB/Honors students. The following are appended: (1) T-Chart of IB Diploma Programme Components; and (2) Attribute Sort Responses.
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- 2014
33. Increasing Engagement and Oral Language Skills of ELLs through the Arts in the Primary Grades
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Brouillette, Liane, Childress-Evans, Karen, Hinga, Briana, and Farkas, George
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In this article, we look at the impact of an arts integration program offered at five large urban elementary schools on the daily attendance and oral language skills of children in kindergarten through second grade. Many of the children attending these schools spoke a language other than English at home. Teaching artists visited each class weekly for 28 weeks, co-teaching theater and dance lessons with the teacher. School engagement was measured by comparing attendance on days with and without scheduled arts lessons. Attendance was significantly higher on days the artists visited; absences were reduced by 10 percent. Speaking and listening skills were measured through standardized test scores. Qualitative analysis of interview and survey data revealed that teachers perceived the theater and dance lessons to provide rich opportunities for verbal interaction between teachers and pupils. Student speaking and listening skills improved significantly, as did teachers' ability to promote oral language.
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- 2014
34. Comparing the Effectiveness of Head Start and State Pre-K Using a Propensity-Score Matching Regression Discontinuity Design
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Society for Research on Educational Effectiveness (SREE), Jenkins, Jade Marcus, Farkas, George, Duncan, Greg J., Burchinal, Margaret, and Vandell, Deborah Lowe
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This study is a secondary data analysis of data collected on preschool and kindergarten-aged children in Tulsa, Oklahoma in the fall of 2006 to study the effects of school and community-based public early learning programs on children's cognitive and social-emotional outcomes. Children in the study participated in the state-funded pre-k program, in the county Head Start (HS) program, or a combination of both. The present study aims to compare the overall effects of a high-quality state pre-k program and Head Start; compare the effects of different pathways into pre-k and Head Start; and to test whether two years of participation in public early learning programs (age three and age four participation) are more effective than one year (age four participation only). The overall sample includes 1,985 pre-k entrants; 739 HS entrants; and 4,121 kindergarten entrants (1,597 pre-k graduates; 474 HS graduates; and 2,050 who did not attend a public preschool program). The data come from four sources: direct cognitive assessments of children at the beginning of the school year; parent surveys collected at their child's cognitive assessment; social-emotional assessments conducted by each child's teacher; and administrative data from Tulsa Public Schools and Head Start. Using propensity-score matched groups, a regression discontinuity (RD) design was implemented to estimate program effects on outcomes at kindergarten entry. Findings show that while both pre-k and HS are effective at improving children's pre-academic skills at school entry after one year of participation, the high-quality Oklahoma pre-k program produces stronger gains in skills at the start of kindergarten than the Oklahoma HS program. Study limitations are discussed. Tables are appended.
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- 2014
35. Maze of Mistrust: How District Politics and Cross Talk Are Stalling Efforts to Improve Public Education
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Kettering Foundation, FDR Group, Farkas, Steve, and Duffett, Ann
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In 1993, the Kettering Foundation and Public Agenda released a report titled "Divided Within, Besieged Without: The Politics of Education in Four American School Districts." The study's attention to communities was distinct from the conventional focus on the technical issues of school administration and funding, and it reported on what people in communities said they were concerned with: the qualities of human relationships. And the relationships people described were troubled. Parents, teachers, and administrators spoke of mutual suspicion and distrust, which stifled the ability to make even simple improvements to administrative practices in schools. The past 20 years have seen some powerful trends that one might expect to have improved things. Public engagement strategies should have helped bridge the distance between citizens and school districts-and among stakeholders. The digital revolution should have made communication between districts and parents, teachers, and community groups easier and better. Finally, the standards and accountability movement should have fostered greater trust in the public schools by letting parents and communities know what their schools were doing-and how well they were doing it. To understand the impact of these trends, the Kettering Foundation asked the FDR Group to look anew at the state of relationships around education in communities. Their report, "Maze of Mistrust: How District Politics and Cross Talk Are Stalling Efforts to Improve Public Education", finds that the divisions among district stakeholders have not improved since the 1993 study, despite the advent of public engagement. Administrators say that the explosion in communication technology has created more ways for people to say the wrong thing and say it loudly. The standards and accountability movement has strengthened the preexisting tendency to view the public schools as the central lever for educating youngsters. The distance between school districts and their communities shows no sign of diminishing. Citizens and community groups tend to see the schools as institutions standing apart from them, rather than as an integral part of their community. There is a lot that's good about technology, standards, and public engagement. That they've had negative consequences probably says something about how they've been implemented. Advocates of school-reform initiatives should take heed. They need to plan ahead for destructive district dynamics, which can sabotage the most carefully designed reforms. Those interested in democratic governance should also pay attention. The estrangement between citizens and governing institutions is not just a problem to be overcome with the right tools. There are dispositions and habits of mind and behavior among leaders and citizens that will undermine efforts to bridge the gap between them, regardless of the techniques used. When leaders view citizens merely as a force to coax, co-opt, or bypass, they will use any tool to that purpose. And when citizens view government only as the provider of services that they pay for with their tax dollars, responsibility for what it does will not be theirs. An addendum describes the methodology used in this study.
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- 2014
36. Are U.S. Schools Discriminating When Suspending Students with Disabilities? A Best-Evidence Synthesis
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Morgan, Paul L., Wang, Yangyang, Woods, Adrienne D., Mandel, Zoe, Farkas, George, and Hillemeier, Marianne M.
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We examined whether U.S. schools systemically discriminate when suspending or otherwise disciplining students with disabilities (SWD). Eighteen studies met inclusion criteria. We coded 147 available risk estimates from these 18 studies. Of four studies including individual-level controls for infraction reasons, over half of the available estimates (i.e., 14 of 24, or 58%) failed to indicate that SWD were more likely to be suspended than otherwise similar students without disabilities. Of the seven available estimates adjusted for the strong confound of individual-level behavior, most (i.e., five of seven, or 71%) failed to indicate that SWD were more likely to be suspended. The other two estimates indicating SWD were more likely to be suspended were from one study. We also examined whether SWD were less likely to be suspended than otherwise similar students without disabilities. There was no strong evidence of this. Empirical evidence regarding whether U.S. schools discriminate when disciplining SWD is currently inconclusive.
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- 2019
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37. Potential Technologies Review: A Hybrid Information Retrieval Framework to Accelerate Demand-Pull Innovation in Biomedical Engineering
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Schmitz, Tom, Bukowski, Mark, Koschmieder, Steffen, Schmitz-Rode, Thomas, and Farkas, Robert
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Launching biomedical innovations based on clinical demands instead of translating basic research findings to practice reduces the risk that the results will not fit the clinical routine. To realize this type of innovation, a meta-analysis of the body of research is necessary to reveal demand-matching concepts. However, both the data deluge and the narrow time constraints for innovation make it impossible to perform such reviews manually. Thus, this paper proposes a specifically adapted "Potential Technologies Review" approach focusing on automated text mining and information retrieval techniques. The novel framework combines features from both systematic and scoping reviews. It aims at high coverage and reproducibility while mapping technologies--even with a fuzzy initial scope. To achieve these goals for search and triage, a set of closely interrelated methods has been developed: (a) automated query optimization, (b) screening prioritization, and (c) recall estimation. To determine appropriate parameters, a variety of published literature corpora were used and compared with an evaluation on a real-world dataset. Our results show that it is feasible to automate the identification of relevant works using this newly introduced framework. It achieved a workload reduction of up to 91% "Work-saved-over Sampling (WSS)" with a 76% overall recall compared with manually screening search results. Reducing the workload is a prerequisite for a rapid Potential Technologies Review when conducting demand-pull innovations. Moreover, it facilitates the updating and closer monitoring of latest findings. Studying the robustness of the framework and expanding it to patent documents are future tasks.
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- 2019
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38. Scaffolding Learning of Language Structures with Visual-Syntactic Text Formatting
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Park, Youngmin, Xu, Ying, Collins, Penelope, Farkas, George, and Warschauer, Mark
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The current study examines the effects of digital scaffolding on the English literacy of fourth- and sixth-grade students. A total of 1085 native English-speaking and language minority students from 25 treatment classes and 20 control classes across three school districts participated in this study for one school year. Treatment students read their English language arts and social studies text in visual-syntactic text format (VSTF) on their laptops and control students read the regular block format of the textbook either on their laptops or in print. Observations and interviews revealed that VSTF reading facilitated instruction processes and student learning in reading activities. The results of California Standard Tests (CST) before and after the treatment revealed that sixth-graders who received syntactic scaffolding outperformed control students on the composite CST score. In particular, reading in VSTF benefited the treatment students in three CST sub-categories: word analysis, written conventions and writing strategies. This study suggests that future research should investigate instructional strategies that support reading and writing development of adolescents, including at-risk students, using syntactic scaffolding.
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- 2019
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39. Kindergarten Children's Executive Functions Predict Their Second-Grade Academic Achievement and Behavior
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Morgan, Paul L., Farkas, George, Hillemeier, Marianne M., Pun, Wik Hung, and Maczuga, Steve
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Whether and to what extent kindergarten children's executive functions (EF) constitute promising targets of early intervention is currently unclear. This study examined whether kindergarten children's EF predicted their second-grade academic achievement and behavior. This was done using (a) a longitudinal and nationally representative sample (N = 8,920, M[subscript age] = 97.6 months), (b) multiple measures of EF, academic achievement, and behavior, and (c) extensive statistical control including for domain-specific and domain-general lagged dependent variables. All three measures of EF--working memory, cognitive flexibility, and inhibitory control--positively and significantly predicted reading, mathematics, and science achievement. In addition, inhibitory control negatively predicted both externalizing and internalizing problem behaviors. Children's EF constitute promising targets of experimentally evaluated interventions for increasing academic and behavioral functioning. [For the corresponding grantee submission, see ED583821.]
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- 2019
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40. Teachers' Competence Profiles and Their Relation to Language Development in Chilean Children at 12 and 30 Months
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Farkas, Chamarrita
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This article examines similarities and differences in Chilean teachers' competences, which were organized into profiles, and the associations of these profiles with children's language development. Teacher-child interactions were assessed when the children were 12 (n=99) and 30 months old (n=73), using the Adult Sensitivity Scale, the Evaluation of the Mentalization of the Significant Caregivers, the Checklist of Observations Linked to Outcomes (PICCOLO), and Bayley's language scale for children's outcomes. Profiles were identified in person-centred within-group analyses of six dimensions: sensitivity, mentalization, affection, responsiveness, encouragement and teaching. Research Findings: Cluster analyses yielded three profiles. In the first group, profiles were organized according to their competence levels and were identified as highly, average and poorly competent. In the second group, a clearer distinction appeared between cognitive versus affective approaches, and the teachers were classified as competent cognitive, competent affective and poorly competent. Teachers' profiles were related to children's receptive language skills at both ages, and the competent cognitive profile at 30 months was a significant predictor of receptive language skills. Practice or Policy: A growing understanding of these profiles should enrich the research base and the effectiveness of promotion and intervention efforts to bridge the developmental gap observed in Chilean children.
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- 2019
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41. Visual-Syntactic Text Format: Improving Adolescent Literacy
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Tate, Tamara P., Collins, Penelope, Xu, Ying, Yau, Joanna C., Krishnan, Jenell, Prado, Yenda, Farkas, George, and Warschauer, Mark
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Seventh- and 8th-grade students in a within-teacher randomized control study read from visual-syntactic formatted text for 44 min per week over the course of 1 year. On the annual state assessment, we found small statistically significant improvements on the overall English Language Arts scaled score (ES = 0.05, p < 0.05) and the writing assessment (ES = 0.07, p < 0.01) for the treatment group compared to the control group. We found no interactions between gifted, special education, or English learner classification and treatment status on the effect on overall English Language Arts score, but our categorical and subgroup analyses showed that the use of visual-syntactic text formatting provided a modest benefit to middle school students who were near or at grade level in the prior school year.
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- 2019
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42. Designing, Implementing, and Evaluating a School-Based Literacy Program for Adolescent Learners with Reading Difficulties: A Mixed-Methods Study
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Farkas, Wendy A. and Jang, Bong Gee
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This 12-week mixed-methods study examined an 8th-grade English language arts curriculum designed to increase participants' (N = 62) reading comprehension and reading motivation. Data consisted of demographic information, pre/post standardized reading comprehension scores, reading motivation survey scores, and participants' periodic semistructured written reflections. We used the quantitative data to describe changes in reading comprehension and reading motivation and found a significant increase in participants' scores. The qualitative data on participants' experiences revealed several constructs directly related to evidence-based theoretical and practical research in the field of adolescent literacy as well as several emergent themes related to implementation. The results suggest improvements in participants' reading comprehension and reading motivation through the implementation of an English language arts curriculum embodying social constructivism and cognitive theories with embedded research-based instructional practices supporting adolescent learning: explicit strategy instruction; text-based collaborative practices; and a partnership among a researcher, literacy specialist, and novice teacher.
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- 2019
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43. Career and Technical Education Professional Development and Formative Performance Assessments
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Educational Policy Improvement Center (EPIC), McGaughy, Charis, Hopper-Moore, Greg, and Farkas, Rachel
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In the winter and spring of 2012-2013 the Educational Policy Improvement Center (EPIC) partnered with representatives from the Office of Secondary/Postsecondary Transitions at Oregon Department of Education (ODE) and the Oregon Department of Community Colleges Workforce Development (CCWD) to guide secondary and postsecondary instructors in the development and implementation of formative performance assessments. The instructors recruited for this project included both secondary and postsecondary educators from the fields of Career and Technical Education (CTE), English/language arts (ELA), and mathematics. EPIC's goal during the project was to create a process for educators to collaboratively develop high-quality performance tasks that are aligned to the Common Core State Standards (CCSS) and are consistent with the Smarter Balanced Assessment Consortium's (SBAC) model of performance tasks. A group of instructors from across the state met for a series of workshops to develop and pilot CTE performance tasks that integrate math and literacy and are aligned to the Common Core State Standards. The inclusion of both secondary and postsecondary instructors in the project helps to bridge the gap in the education system and create a more seamless 11-14 system, by building a common understanding of the skills necessary for students to demonstrate their knowledge and skills. Creating a model for teachers from career and technical education, mathematics, and language arts to collaboratively build performance tasks founded in the context of problems faced in the work place will drive more rigorous and relevant education for students in Oregon.
- Published
- 2013
44. Racial and Ethnic Disparities in ADHD Diagnosis from Kindergarten to Eighth Grade
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Morgan, Paul L., Staff, Jeremy, Hillemeier, Marianne M., Farkas, George, and Maczuga, Steven
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Objective: Whether and to what extent racial/ethnic disparities in attention-deficit/hyperactivity disorder (ADHD) diagnosis occur across early and middle childhood is currently unknown. We examined the over-time dynamics of race/ethnic disparities in diagnosis from kindergarten to eighth grade and disparities in treatment in fifth and eighth grade. Methods: Analyses of the nationally representative Early Childhood Longitudinal Study, Kindergarten Class of 1998-1999 (N = 17 100) using discrete-time hazard modeling. Results: Minority children were less likely than white children to receive an ADHD diagnosis. With time-invariant and -varying confounding factors statistically controlled the odds of ADHD diagnosis for African Americans, Hispanics, and children of other races/ethnicities were 69% (95% confidence interval [CI]: 60%-76%), 50% (95% CI: 34%-62%), and 46% (95% CI: 26%-61%) lower, respectively, than for whites. Factors increasing children's risk of an ADHD diagnosis included being a boy, being raised by an older mother, being raised in an English-speaking household, and engaging in externalizing problem behaviors. Factors decreasing children's risk of an ADHD diagnosis included engaging in learning-related behaviors (eg, being attentive), displaying greater academic achievement, and not having health insurance. Among children diagnosed with ADHD, racial/ethnic minorities were less likely than whites to be taking prescription medication for the disorder. Conclusions: Racial/ethnic disparities in ADHD diagnosis occur by kindergarten and continue until at least the end of eighth grade. Measured confounding factors do not explain racial/ethnic disparities in ADHD diagnosis and treatment. Culturally sensitive monitoring should be intensified to ensure that all children are appropriately screened, diagnosed, and treated for ADHD.
- Published
- 2013
45. Effects of Head Start Hours on Children's Cognitive, Pre-Academic, and Behavioral Outcomes: An Instrumental Variable Analysis
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Society for Research on Educational Effectiveness (SREE), Li, Weilin, Farkas, George, Duncan, Greg J., Vandell, Deborah Lowe, and Burchinal, Margaret
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Children from low-income families benefit remarkably from exposure to compensatory education that began with Head Start in 1965 and aimed to improve school readiness skills by design. While empirical evidence has supported more instructional time in elementary and secondary schools for low-income students, little is known that whether increasing quantity of Head Start could also benefit low-income children. The authors' goal was to estimate the effect of Head Start hours on child development by examining: (1) Does the amount of daily exposure to Head Start impact cognitive, pre-academic, and social outcomes?; and (2) Does the impact vary by age? 4,442 applicants to 383 Head Start centers participated in the National Head Start Impact Study (HSIS). The results from the study showed significant positive effects of hours in center care experienced on the children's cognitive, language, and academic outcomes. Additionally, the results show that an additional hour per day spent in Head Start centers decreases problem behaviors of children in age-3 cohort, but results do not show significant effects for behavioral problems of age-4 cohort. Tables and figures are appended.
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- 2013
46. How Americans Would Slim Down Public Education
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Thomas B. Fordham Institute, Farkas, Steve, and Duffett, Ann
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With public school budgets pinched and educational demands rising, "business as usual" is becoming less and less tenable in American schools. Taxpayers, parents, teachers, principals, and students are expected to do more with fewer resources. But what's the best way to go about slimming down and shaping up the system of public education? Which cost-saving strategies trim the bottom line while safeguarding the interests of kids? Which might have a better chance of succeeding in the court of public opinion? This paper addresses these questions and more. The authors asked respondents to grapple with various cost-cutting measures and budgetary trade-offs that district leaders are facing in today's harsh economic climate. Results are based on 1,009 interviews conducted in March 2012 with a randomly selected, nationally representative sample of adults eighteen and older. (The statistical margin of error is plus or minus 3 percentage points). Key findings include: (1) The public is aware of the impact of the nation's economic challenges on their local public schools, and they don't believe things are going to get better any time soon. They are far more likely to think that solutions lie in cutting costs than in raising taxes or taking a wait-and-see approach. Yet the verdict is mixed on the schools' capacity to manage money efficiently; (2) The public approves a number of specific cost-cutting measures; (3) If teachers must be let go, however, their effectiveness should drive layoff decisions, even at the expense of losing seasoned instructors or increasing class size. Still, the public much prefers limiting class size in the core subject areas than in other subjects; (4) When it comes to budget cuts, special education is not immune as far as most Americans are concerned. That's not to say the commitment of Americans to educate children with special needs is waning--it's not. But they have concerns about the growth, cost, and effectiveness of serving these kids well; (Of eleven possible cost-cutting strategies that districts might deploy, just two were rejected by a majority of survey respondents: (1) By a 66 percent to 24 percent margin, the public rejects "shortening the school year by requiring employees to take unpaid days off"; (b) By a 70 percent to 23 percent margin, the public disapproves of "reducing non-teaching staff such as aides, librarians and school nurses to the bare minimum"; and (6) In three other areas, the public is split about cost cutting: charging fees for sports and extracurricular activities, utilizing non-certified teachers in certain subjects, and making more extensive use of virtual education. Appended are: (1) Methodology; and (2) Complete Survey Results. (Contains 14 figures and 9 endnotes.) [Foreword by Chester E. Finn, Jr. and Amber M. Winkler.]
- Published
- 2012
47. Process Dimensions of Child Care Quality and Academic Achievement: An Instrumental Variables Analysis
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Society for Research on Educational Effectiveness (SREE), Auger, Anamarie, Farkas, George, Duncan, Greg, Burchinal, Peg, and Vandell, Deborah Lowe
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Child care quality is usually measured along two dimensions--structural and process. In this paper the authors focus on process quality--the quality of child care center instructional practices and teacher interactions with students. They use an instrumental variables technique to estimate the effect of child care center process quality on academic achievement for children. They use a national data set, focusing on low-income children, to examine the effects of high process quality child care on math, reading and vocabulary outcomes for preschool children. The goal is to discover the causal effect of process quality on children's academic outcomes in the preschool years. The present study is an analysis of secondary data collected at different sites around the country, which is described in detail here. Data from the Preschool Curriculum Evaluation Research Initiative Study are used in the study. (Contains 2 tables.)
- Published
- 2012
48. Preschool Center Quality and Socioemotional Readiness for School: Variation by Demographic and Child Characteristics
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Society for Research on Educational Effectiveness (SREE), Keys, Tran D., Farkas, George, Burchinal, Margaret R., Duncan, Greg J., Vandell, Deborah L., Li, Weilin, and Ruzek, Erik A.
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The aim of this paper is to address two research questions related to the policy goal of having all children ready to learn at kindergarten entry. First, to what extent are children's socioemotional skills and behavior higher when they experience higher quality preschools? Second, are the effects of preschool center quality on these school readiness skills different by demographic (i.e. race/ethnicity, gender, maternal education) or child characteristics (i.e. child's initial cognitive/achievement skills, attention, problem behaviors)? All data included in these secondary data analyses were collected in preschool center-based care. While policymakers justifiably attach considerable weight to experimental evaluations of child care programs, there is much to be learned from rigorous analyses of longitudinal data that are more representative of the population. This paper applies meta-analytic techniques to summarize results from original analyses of four longitudinal data sets to estimate variation in preschool. In summary, the consistency of these generally null results and the precision with which they are estimated across the different databases, multiple outcomes, and multiple child care quality measures suggests the following: (1) there are no significant preschool center quality main effects on socioemotional child outcomes, (2) there is generally an absence of "differential" preschool center quality effects on these socioemotional school readiness outcomes for subgroups of children defined by demographic or child characteristics, and (3) preschool center quality may not be adequately measured in currently available databases. (Contains 14 tables.)
- Published
- 2012
49. Hiring and Higher Education: Business Executives Talk about the Costs and Benefits of College
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Committee for Economic Development, Public Agenda, and Farkas, Steve
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The Committee for Economic Development (CED), in collaboration with Public Agenda, launched this qualitative research effort to explore the attitudes of business leaders toward higher education. The goal is to understand the starting point of business executives: What are their views on the purposes, importance, strengths and weaknesses of the higher education system? What do they think is going on in terms of cost, access and quality? The research is a prelude to a public engagement effort with business leaders on these very issues.
- Published
- 2011
50. Which Combination of High Quality Infant-Toddler and Preschool Care Best Promotes School Readiness?
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Society for Research on Educational Effectiveness (SREE), Li, Weilin, Farkas, George, and Duncan, Greg J.
- Abstract
This paper aims to test the following hypotheses: Hypothesis 1 (H1): Everything else the same, high quality infant-toddler care will increase children's cognitive scores immediately (i.e. at 24 months of age). However, without subsequent high quality preschool, children with high quality infant-toddler care will not have higher cognitive and achievement scores when formal school begins (i.e. at 54 months of age) than children with low quality infant-toddler care. Hypothesis 2 (H2): Everything else the same, high quality preschool will positively affect children's cognitive and academic scores immediately (i.e. at 54 months of age). In addition, the combination of high quality infant-toddler and preschool care will produce higher cognitive and achievement scores at 54 months of age than the combination of high quality preschool but low quality infant-toddler care. Hypothesis 3 (H3): Everything else the same, high quality child care in both infancy-toddlerhood and preschool stages will produce higher children's cognitive and academic scores at school entry than any other child care quality combinations. The major finding of this paper is that high quality infant-toddler care itself does not affect child outcomes in the long run without subsequent high quality preschool. High quality child care in the very early period can raise the immediate cognitive outcomes by 0.16 to 0.19 SD. However, this impact is found to fade out within two or three years if there is no high quality child care following. Regardless of the infant-toddler care quality, high quality preschool positively affects children's cognitive and academic scores at school entry. That positive effect is augmented for children with high quality infant-toddler care and higher cognitive scores at preschool entry. This implies a positive association between marginal productivity of preschool investment and the cognitive skills developed during infancy-toddlerhood. Therefore, to invest only in high quality infant-toddler care without subsequent high quality preschool is not productive in the long term. High cognitive and academic scores at school entry require consistent high quality infant-toddler care and high quality preschool. Findings of this paper suggest the desirability of spreading investment across early childhood periods as opposed to front-loading investment on infant-toddler care. (Contains 4 tables.)
- Published
- 2011
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