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Self-published
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Workload Responsibilities for Itinerant Teachers of Students with Visual Impairments, Orientation and Mobility Specialists, and Dual-Certified Professionals, United States, 2024 (ICPSR 247134)

Released/updated on: 2026-08-03
Geographic coverage: United States
Time period: 2024-03-01--2024-06-30
Researchers and professional organizations have encouraged the adoption of a workload model for special educators and related service providers. While workload approaches may vary, all consider the educator’s job responsibilities and student needs.The purpose of this study was to analyze demographic and workload survey data from itinerant TSVIs, O&M specialists, and dual-certified professionals working in the United States and its territories during the 2023-2024 school year. Survey questions focused on time spent in job responsibilities, workload assignment, and perceived workload manageability.Data for this project were collected online between March and June 2024.
Self-published

A systematic discourse analysis of how U.S. political leaders frame disability: Implications for students with disabilities (ICPSR 307656)

Released/updated on: 2026-07-06
Geographic coverage: United States
Time period: 2025-01-01--2025-12-31

This study examined how U.S. political leaders publicly framed disability during calendar year 2025, using a systematic discourse analysis of public statements and federal legislation. It also examined how this discourse was reflected in federal education policy, including statements by the Secretary of Education and education-related bills.

The study analyzed 121 public statements about people with disabilities made by White House and Cabinet officials, and 32 federal bills introduced in 2025 that could affect the rights, services, or educational opportunities of individuals with disabilities. Statements were identified through a two-stage process that combined a custom Python-based web-scraping tool, which extracted verbatim, attributed quotations from news articles, press releases, interview transcripts, official speeches, and social media posts using the OpenAI GPT-4 API, with manual verification searches conducted in ChatGPT Plus and Perplexity AI Pro. Federal bills were identified through Congress.gov. All statements were reviewed by the authors to confirm accuracy, attribution, and date. Each statement and bill was independently scored by two human coders and by GPT-4 using an author-developed four-point rubric grounded in the social and human rights models of disability, ranging from 1 (dehumanizing) to 4 (affirming).

The data contain one record per statement, including the speaker's name and title, date, verbatim quotation, source, context, an analysis of the framing, a score from 1 (dehumanizing) to 4 (affirming), and the rationale for the score. The bills data are available on the project website and are not included in this deposit.

The study was approved by the university Institutional Review Board (March 2025) and was preregistered on the Open Science Framework (https://osf.io/hbfe5/).

Self-published

Professional Identity and Integrity: SETs' Perspectives on Pedagogy and Practice (ICPSR 227505)

Released/updated on: 2025-04-23
Geographic coverage: New York, United States
Through a series of interviews of three special educators, conducted over 18 months during the COVID-19 pandemic, we gathered information about their experiences, their sense of integrity, and its relationship to the ethics of the profession at the personal, school, and district level at a crisis time of shifting service provision between online, hybrid and in-person learning. Interview data offered insight on the dynamic professional special educator teacher identity as it relates to a systems model of identity/role development. The interviewees were selected from special educators who had responded to a survey about their practices during the COVID pandemic. Findings indicate adjustments in identity based on values and experiences related to online, hybrid, and in person learning shifts, educator motivations and agency to recognize these has implications for teacher resilience and retention in the face of challenge, professional development, teacher preparation, and policy in special and inclusive education.
Self-published

Special Education Eligibility Criteria and Professional Certification Requirements in the United States Related to Students with Visual Impairments and Deafblindness (ICPSR 174948)

Released/updated on: 2022-07-22
Geographic coverage: United States
Time period: 2021-01-01--2021-10-31
The Individuals with Disabilities Education Act (IDEA, 2004) established federal definitions for 14 disability categories under which students may be found eligible for special education services in the United States. Although states must abide by this federal law that broadly defines each disability category, states may also develop their own unique definitions and eligibility criteria to identify students. In addition, states have flexibility in determining the requirements for professional licensure for the educators and professionals who work with students with disabilities.  
For this project, we reviewed state regulatory and policy documents to explore the variability in eligibility requirements for students with sensory impairments (i.e., visual impairment, including blindness; hearing impairment; deafness; deafblindness) and licensure requirements for professionals who work with students with visual impairments, teachers of the visually impaired (TVIs) and orientation & mobility (O&M) specialists across the US. Specifically, these data represent a state-by-state (including Washington DC and US territories (American Samoa, Guam, Northern Mariana Islands, Puerto Rico, and the US Virgin Islands)) snapshot of variability in eligibility and licensure requirements.  
Data for this project were collected between January and October 2021. At the time data were collected, measures were taken to ensure reliability (i.e., high inter-rater agreement across states and variables). However, changes in state regulations or policy documents may impact the accuracy of the data at the time of download. Individuals using this data set to locate information for a specific state should consult the state’s most up-to-date documents.
Curated
Restricted

A Multiple Perspectives Analysis of the Influences on the School to Prison Pipeline in Virginia, 2013-2015 (ICPSR 37300)

Released/updated on: 2020-04-28
Geographic coverage: United States, Virginia
Time period: 2013-01-01--2014-12-31, 2014-01-01--2015-12-31
This study consists of both qualitative and quantitative investigation of the influences on the school to prison pipeline. The quantitative study, the one included in this release, brings together four large datasets maintained by the Virginia Department of Education (DOE; Discipline Crime and Violence [DCV]), Department of Criminal Justice Services (DCJS; School Safety Audits and School Climate Data), and Department of Juvenile Justice (DJJ; Juvenile Referrals and Intakes). These datasets were used to compare what characteristics (individual or building level) either increase or decrease the odds that a student will become involved with the criminal justice system, as a result of school behaviors. The qualitative study involved in-depth individual interviews with 34 educational stakeholders across Virginia, who are involved in the discipline process in the schools (e.g. administrators, counselors, School Resource Officers). The analysis of these interviews found that the themes in how school discipline is differentiated from law enforcement in the schools, and the efforts that schools communities are making to keep children in the classroom and out of the courtroom. Individuals are the unit of analysis. The sample includes the following vulnerable populations: children, minorities, institutionalized persons, and persons with disabilities.
Curated
Partially restricted
Simple Crosstabs

Language Development of Non-verbal Children Age 3 Years through 7 Years, 2007 to 2012 [Kansas City Metro Area] (ICPSR 36472)

Released/updated on: 2016-10-25
Geographic coverage: Kansas City (Kansas), Kansas
Time period: 2007-01-01--2012-12-31

The Language Development of Non-verbal Children Age 3 Years through 7 Years in the Kansas Metro Area is one of the three projects in the Communication of People with MR, 2006 to 2012 Series, which focuses on identifying participant variables that predict success in increasing communication skills of individual with intellectual disabilities. Data for Dataset 1 of this study were collected to illustrate how acquisition of symbolic communication using Voice Output Communication Aid (VOCA) affects the development of successful communication exchanges. For the data collection of Dataset 1, children were recruited by contacting school districts in and near the Kansas City metropolitan area, specifically, in Topeka, Kansas, and Wichita, Kansas. Teachers and speech-language pathologists were asked to nominate any children meeting specific criteria. The 93 children who were enrolled were administered the Mullen Scales of Early Learning and the Preschool Language Scale. A structured play assessment was also administered.

Subsequently, data for Dataset 2 was collected to analyze and compare 19 Spanish-speaking children to the original sample. Both data files contain the results of Complexity of Communication Scale, a measure developed by the Communication of People with MR project.

Curated
Partially restricted
Simple Crosstabs

Children at Risk in the Child Welfare System: Collaborations to Promote School Readiness (ICPSR 30821)

Released/updated on: 2013-08-21
Geographic coverage: United States, Colorado
Time period: 2005-01-01--2006-12-31

This mixed method, in-depth case study in Colorado examines the degree to which key players in the child welfare, early intervention/preschool special education (EI/Preschool SPED) and early care and education (ECE) systems (e.g. Head Start, preschool, child care centers, family child care homes) collaborate to meet the developmental needs of children ages 0-5 who are involved in the child welfare system. An ecological perspective serves as the conceptual framework to support the goals of the project and to guide the development of this study (Bronfenbrenner, 1979).

This research includes a quantitative analysis of data from the National Survey of Child and Adolescent Wellbeing (NSCAW, a nationally representative sample of children involved in the child welfare system). Additional quantitative research was conducted through two surveys (optional paper or on-line survey) in Colorado between 2005-2006: the Foster Parent Survey, a statewide survey of foster parents drawn from public and private agency lists of licensed families (n=266), and the Child Welfare Caseworker Survey, a statewide survey of child welfare caseworkers and caseworker supervisors drawn from public and private agency lists (n=339).

The qualitative component of this research was conducted through field study interviews, with professionals (Child Welfare, Early Intervention, and Early Care and Education) and foster and biological parents of children under 5 in the child welfare system. These interviews were conducted in Adams, Alamosa, Arapahoe, Conejos, and El Paso counties (n=134).

Curated
Restricted

Project on Human Development in Chicago Neighborhoods (PHDCN): School Screen, Wave 1, 1994-1997 (ICPSR 13600)

Released/updated on: 2006-03-01
Geographic coverage: United States, Chicago, Illinois
Time period: 1994-01-01--1997-12-31
The Project on Human Development in Chicago Neighborhoods (PHDCN) was a large-scale, interdisciplinary study of how families, schools, and neighborhoods affect child and adolescent development. One component of the PHDCN was the Longitudinal Cohort Study, which was a series of coordinated longitudinal studies that followed over 6,000 randomly selected children, adolescents, and young adults, and their primary caregivers over time to examine the changing circumstances of their lives, as well as the personal characteristics, that might lead them toward or away from a variety of antisocial behaviors. Numerous measures were administered to respondents to gauge various aspects of human development, including individual differences, as well as family, peer, and school influences. The School Screen obtained information regarding schools attended, involvement in day care and after-school programming, and enrollment in any special programming.
Curated

Elementary and Secondary General Information System (ELSEGIS): Merged Federal File, School Year 1976-1977 (ICPSR 2242)

Released/updated on: 2001-09-25
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
Time period: 1976-01-01--1977-12-31
The Merged Federal File contains school district-level data from the following seven source files: (1) National Center for Education Statistics (NCES). SURVEY OF SCHOOL SYSTEMS: ELSEGIS SCHOOL DISTRICT UNIVERSE FOR SCHOOL YEAR 1976-1977, (2) Bureau of the Census. CENSUS OF GOVERNMENT, F-33 -- SURVEY OF LOCAL GOVERNMENT FINANCES, SCHOOL YEAR 1976-1977, (3) Office of Civil Rights (OCR). ELEMENTARY AND SECONDARY SCHOOL CIVIL RIGHTS SURVEY, FALL 1976, (4) Office of Education. SEC 437 -- STATE-ADMINISTERED PROGRAM FILE, SCHOOL YEAR 1976-1977, (5) Equal Employment Opportunity Commission (EEOC). ELEMENTARY AND SECONDARY STAFF SURVEY: EEO-5, FALL 1976, (6) National Institute of Education (NIE). SPECIAL TABULATIONS OF CENSUS DATA BY SCHOOL DISTRICT: 1970 CENSUS, 1973-1974 SCHOOL DISTRICT BOUNDARIES, and (7) Killalea Associates. EQUALIZED PROPERTY VALUE FILE (EPV), SCHOOL YEAR 1976-1977. The merged file was created by first producing a master universe file containing a record for each valid school district that appeared on either the F-33 or the School District Universe source files. This master universe contains records for 16,859 school districts.
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