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  • Trina D. Spencer
  • Hope Sparks Lancaster
  • Eunhye Ahn

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Project
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Language and Me Project
Description: This research addresses a conundrum: Why do twice as many boys as girls receive services to treat Developmental Language Disorder when community samples reveal gender parity in the prevalence of the condition?
Investigators: Karla K. McGregor, Sara A. Hart, Hope Sparks Lancaster, Jacob Oleson, Nichole Eden, Aofie Gallagher
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Play-based Narrative Elicitation
Description: The aim of this research is to create developmentally appropriate, play-based storytelling elicitation procedures to collect language samples of young children aged 18-48 months, tools for evaluating the magnitude and quality of narrative language produced in play-based storytelling sessions, and examine the psychometric properties of these new
Investigators: Megan S. Kirby, Norah Almubark, Trina D. Spencer
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Automated Narrative Scoring Using Large Language Models
Description: The analysis of narratives often accompanies comprehensive language assessments of students. While analyzing narratives can be time-consuming and labor-intensive, recent advances in large language models (LLMs) indicate that it may be possible to automate this process.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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AAC Narrative Intervention for Children with Autism
Description: In research, augmentative and alternative communication (AAC) interventions have primarily focused on teaching children to make requests (Logan et al., 2017); however, AAC intervention should not stop there.
Investigators: Norah Almubark, Trina D. Spencer, Matthew E. Foster
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Building Infrastructure and Training Tools to Understand CPS Involvement and Trajectories: An Open-Source Approach
Description: We will build out the comprehensive infrastructure (data integration, research products, training, and policy relevant recommendations) which is required to support informed and open-source use of the new US Report And Placement Integrated Data System (RAPIDS).
Investigators: Brett Drake, Hyunil Kim, Rebecca (Becky) Orsi-Hunt, Dana Hollinshead, PhD, MPA, John Fluke, Dylan Jones, Melissa Jonson-Reid, Eunhye Ahn, Rachel A Wilson
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Oral Academic Narrative Language Intervention
Description: Science of reading experts have called for increased attention on oral academic language. Specifically, interventions need to integrate multiple dimensions of academic language—word-, sentence-, and discourse-level patterns—to impact listening comprehension.
Investigators: Trina D. Spencer, Douglas B. Petersen, Chelsey Gardner, Megan S. Kirby
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Impact of Discourse Type and Elicitation Task on Language Sampling Outcomes
Description: Language sampling is a critical component of language assessments. However, there are many ways to elicit language samples that likely impact the results. The purpose of this study was to examine how different discourse types and elicitation tasks affect various language sampling outcomes.
Investigators: Trina D. Spencer, Trina J. Tolentino, Matthew E. Foster
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Pre- and Post Retell & Inferential Vocab Data AND Repeated Acquisition Design Data for Taught Words
Part of Project: Oral Academic Narrative Language Intervention
Description: This file contains data according to two research designs: small scale RCT and a Repeated Acquisition Design (single case research). The vocabulary at the pre- and post- collections were untaught words whereas the weekly probes for the RAD were the taught words of that week.
Investigators: Trina D. Spencer
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Project 1 - Included Studies in Speech and Language Skills of Young Children with Nonsyndromic Cleft Palate with or without Cleft Lip
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: These data are descriptive codes for the studies included in the meta-analysis. There are 31 studies. Data are presented in wide format. There are 34 variables.
Investigators: Hope Sparks Lancaster, Dr. Kari Lien
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Project 1 - Speech and Language Skills in Young Children with Nonsyndromic Cleft Palate with or without Cleft Lip
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: These data represent effect sizes comparing children with NSCP/L to non-cleft peers. There are 241 effect sizes from 31 studies. Children's ages ranged from 13-months to 104-months (8;7). The data are in long format as there were multiple effect sizes extracted per study.
Investigators: Hope Sparks Lancaster, Dr. Kari Lien
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Project 3 - Speech-Language Correlations in Young Children with Nonsyndromic Cleft Palate with or without Cleft Lip
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: These data are from our third meta-analysis project. The speech-vocabulary analysis represented eight samples and the speech-mlu analysis represented four samples. The ages ranged from 18-months to 39-months.
Investigators: Hope Sparks Lancaster, Dr. Kari Lien, Dr. Nancy Scherer, Paige Ellis
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AAC Narrative Intervention DATA
Part of Project: AAC Narrative Intervention for Children with Autism
Description: These are the data for story grammar scores and number of different symbols used that resulted from the AAC narrative intervention. They are organized according to multiple baseline across participants design and pseudonyms are used instead of children's names.
Investigators: Norah Almubark, Trina D. Spencer, Matthew E. Foster
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TwoRaters
Part of Project: Automated Narrative Scoring Using Large Language Models
Description: Narrative language samples elicited using the ALPS Oral Narrative Retell and Oral Narrative Generation tasks from diverse K-3 students. The tworaters data set was drawn randomly from the larger corpus of narrative language samples. These samples were scored by two raters for reliability purposes.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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Training Data
Part of Project: Automated Narrative Scoring Using Large Language Models
Description: Narrative language samples elicited using the ALPS Oral Narrative Retell and Oral Narrative Generation tasks from diverse K-3 students. The training data set was drawn randomly from the larger corpus of narrative language samples.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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Test Data
Part of Project: Automated Narrative Scoring Using Large Language Models
Description: Narrative language samples elicited using the ALPS Oral Narrative Retell and Oral Narrative Generation tasks from diverse K-3 students. The test data set was drawn randomly from the larger corpus of narrative language samples.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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Discourse Type and Elicitation Task Data from the ALPS Project
Part of Project: Impact of Discourse Type and Elicitation Task on Language Sampling Outcomes
Description: These are the data for 1037 K-3 students who contributed oral academic language samples. https://doi.org/10.1044/2023_AJSLP-22-00365
Investigators: Trina D. Spencer, Trina J. Tolentino, Matthew E. Foster
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Code
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Project 1 - Full meta-analysis, publication bias, and descriptive data analysis code
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: This code analyzes the "Project 1 - Speech and Language Skills in Young Children with Nonsyndromic Cleft Palate with or without Cleft Lip" data for descriptive counts, main effect sizes, impact of potential moderators, and publication bias. This code also visualizations this dataset with corresponding funnel plots.
Investigators: Hope Sparks Lancaster
Code Type: Analysis, Visualization
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Meta-analysis code for Project 3 Speech-Language Correlation
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: This code is the R code for determining the average correlation between (1) consonant inventory and expressive vocabulary and (2) consonant inventory and mean length of utterance. This code includes the meta-analyses and publication bias tests.
Investigators: Hope Sparks Lancaster
Code Type: Analysis
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Document
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Data Dictionary for Effect Size Coding and Study Information
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: This file is a data dictionary for Project 1 - Speech and Language Skills in Young Children with Nonsyndromic Cleft Palate with or without Cleft Lip both effect size coding and study information coding.
Investigators: Hope Sparks Lancaster
Document Type: Codebook
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Document
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Data Dictionary for Speech-Language Correlation data
Part of Project: Speech and language skills in children with nonsyndromic cleft palate with or without cleft lip
Description: This document is a data dictionary for Project 3 Speech-Language correlation data for young children with nonsyndromic cleft palate with or without cleft lip.
Investigators: Hope Sparks Lancaster
Document Type: Codebook
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Content Type

  • Dataset (9)
  • Project (7)
  • Code (2)
  • Document (2)

Constructs

  • consonant inventory (2)
  • Speech (2)
  • Expressive Language (1)
  • expressive vocabulary (1)
  • Language (1)
  • Listening Comprehension (1)
  • mean length of utterance (1)
  • Receptive Language (1)
  • speech accuracy (1)
  • speech errors (1)
  • Vocabulary (1)

Assessments

Participant Type

  • Children (2)

Special Populations

  • Cleft palate (3)
  • Autism Spectrum Disorder [ASD] (1)

Educational Environments

  • Home Learning Environment (2)
  • Childcare (1)
  • Day Care Centers (1)
  • Elementary School (1)
  • Language Experience Approach (1)
  • Primary School (1)
  • Public Health (1)
  • Social Work (1)

Project Methods

  • Child Outcomes (2)
  • Qualitative (2)
  • Adoption and Foster Care Analysis and Reporting System (1)
  • AFCARS (1)
  • Augmentative and Alternative Communication (1)
  • Behavioral Measurement (1)
  • Child Abuse and Neglect (1)
  • Child Maltreatment (1)
  • Child Maltreatment Report (1)
  • Child Protective Services (1)
  • County-Level Longitudinal Data (1)
  • Descriptive Statistics (1)
  • Discourse Analysis (1)
  • Foster Care (1)
  • Individual-Level Longitudinal Data (1)
  • National Child Abuse and Neglect Data System (1)
  • NCANDS (1)
  • Psychometrics (1)
  • Quantitative (1)
  • Randomized Control Trial (1)
  • RAPIDS (1)
  • Report and Placement Integrated Data System (1)
  • Secondary Data Analysis (1)
  • Single-case design (1)
  • Survey (1)

Developmental Designs

  • Longitudinal (3)
  • Secondary (3)
  • Cohort Sequential (1)
  • Control Group (1)
  • Correlational (1)
  • Cross-Sectional (1)
  • Individual Differences (1)
  • Multilevel (1)
  • Multiple Baseline Across Participants Design (1)
  • Repeated Acquisition Design (1)
  • Time Series: Discrete (1)

Persons

  • [x] Trina D. Spencer (11)
  • [x] Hope Sparks Lancaster (8)
  • [x] Eunhye Ahn (1)
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Organizations

  • University of South Florida (7)
  • University of Kansas (6)
  • Temple University (4)
  • Arizona State University (3)
  • Boys Town National Research Hospital (2)
  • Northern Arizona University (2)
  • University of Colorado Anschutz Medical Campus (1)
  • University of Illinois at Urbana-Champaign (1)
  • Washington University in St. Louis (1)

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