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John Ermisch – Sociological Methods & Research, 2025
Empirical analysis of variation in demographic events within the population is facilitated by using longitudinal survey data because of the richness of covariate measures in such data, but there is wave-on-wave dropout. When attrition is related to the event, it precludes consistent estimation of the impacts of covariates on the event and on event…
Descriptors: Attrition (Research Studies), Longitudinal Studies, Surveys, Statistical Analysis
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Evangelia Kartsounidou; Rebekka Kluge; Henning Silber; Tobias Gummer – International Journal of Social Research Methodology, 2024
Across waves of a panel survey, panel members are repeatedly exposed to the same or very similar survey questions, which might lead to learning effects. We used data from 24 waves of online interviews in a probability-based panel survey to investigate the positive and negative effects of becoming more familiar with the survey questions. We found…
Descriptors: Surveys, Reaction Time, Familiarity, Replication (Evaluation)
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Jamelia Harris – Field Methods, 2024
Not knowing the population size is a common problem in data-limited contexts. Drawing on work in Sierra Leone, this short take outlines a four-step solution to this problem: (1) estimate the population size using expert interviews; (2) verify estimates using interviews with participants sampled; (3) triangulate using secondary data; and (4)…
Descriptors: Foreign Countries, Sample Size, Surveys, Computation
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Michael A. Gottfried; Christopher Salem Ozuna – Journal of Disability Policy Studies, 2024
Due to shifts in society's attitudes toward special education and changes in U.S. federal policies, such as the Individuals with Disabilities Education Act and No Child Left Behind, more students with disabilities (SWDs) are beginning kindergarten in general education classrooms. As a result, schools and districts across the United States have…
Descriptors: Paraprofessional School Personnel, Special Education, Students with Disabilities, General Education
Matthew Jannetti; Amy Carroll-Scott; Erikka Gilliam; Irene Headen; Maggie Beverly; Félice Lê-Scherban – Field Methods, 2023
Place-based initiatives often use resident surveys to inform and evaluate interventions. Sampling based on well-defined sampling frames is important but challenging for initiatives that target subpopulations. Databases that enumerate total population counts can produce overinclusive sampling frames, resulting in costly outreach to ineligible…
Descriptors: Sampling, Probability, Definitions, Prediction
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Michael Gottfried; Michael Little; Arya Ansari – Educational Policy, 2025
Student absenteeism in the earliest years of elementary school has been linked to a range of negative outcomes. Though the literature has examined numerous factors that are associated with children missing school, the role of teachers--especially at the early elementary level--has not been well understood. Given that students spend the majority of…
Descriptors: Beginning Teachers, Elementary School Teachers, Elementary School Students, Attendance
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Fu, Qiang; Guo, Xin; Land, Kenneth C. – Sociological Methods & Research, 2020
Count responses with grouping and right censoring have long been used in surveys to study a variety of behaviors, status, and attitudes. Yet grouping or right-censoring decisions of count responses still rely on arbitrary choices made by researchers. We develop a new method for evaluating grouping and right-censoring decisions of count responses…
Descriptors: Surveys, Artificial Intelligence, Evaluation Methods, Probability
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Nam, Yeji; Hong, Sehee – Educational and Psychological Measurement, 2021
This study investigated the extent to which class-specific parameter estimates are biased by the within-class normality assumption in nonnormal growth mixture modeling (GMM). Monte Carlo simulations for nonnormal GMM were conducted to analyze and compare two strategies for obtaining unbiased parameter estimates: relaxing the within-class normality…
Descriptors: Probability, Models, Statistical Analysis, Statistical Distributions
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Stephenson, Amber L.; Yerger, David B.; Heckert, D. Alex – Journal of College Student Retention: Research, Theory & Practice, 2020
In a study exploring how organizational identification impacted college retention and performance outcomes at a university in the United States, we found the mere act of taking the survey emerged as an unexpectedly strong result. Using propensity score matching, we found that those who took the voluntary survey during the first week of school were…
Descriptors: School Holding Power, Higher Education, Identification (Psychology), Student School Relationship
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Winchip, Emily; Stevenson, Howard; Milner, Alison – Educational Review, 2019
As the Global Education Reform Movement (GERM) spreads, key questions that attempt to identify both the nature and the increasing scope and scale of this phenomenon become empirically significant. The concern of this article is to highlight some of the complexities of measuring one key element of the GERM: the privatisation of public education…
Descriptors: Privatization, Foreign Countries, Item Response Theory, Probability
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Pazzaglia, Angela M.; Stafford, Erin T.; Rodriguez, Sheila M. – Regional Educational Laboratory Northeast & Islands, 2016
This guide describes a five-step collaborative process that educators can use with other educators, researchers, and content experts to write or adapt questions and develop surveys for education contexts. This process allows educators to leverage the expertise of individuals within and outside of their organization to ensure a high-quality survey…
Descriptors: Surveys, Sampling, Testing, Sample Size
Makela, Susanna; Si, Yajuan; Gelman, Andrew – Grantee Submission, 2018
Cluster sampling is common in survey practice, and the corresponding inference has been predominantly design-based. We develop a Bayesian framework for cluster sampling and account for the design effect in the outcome modeling. We consider a two-stage cluster sampling design where the clusters are first selected with probability proportional to…
Descriptors: Bayesian Statistics, Statistical Inference, Sampling, Probability
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Yates, Stephanie R. – Journal of Financial Counseling and Planning, 2020
Using data from the 2016 Survey of Consumer Finances, this study investigates factors that affect electronic banking adoption rates. Financial knowledge, income, education, and credit card ownership are associated with a high probability of electronic banking adoption. However, age is negatively associated with the probability of online banking…
Descriptors: Banking, Online Systems, Money Management, Probability
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Li, Angran; Hamlin, Daniel – Sociology of Education, 2019
Previous analyses of large national datasets have tended to report a negative relationship between parental homework help and student achievement. Yet these studies have not examined heterogeneity in this relationship based on the propensity for a parent to provide homework help. By using a propensity score-based approach, this study investigates…
Descriptors: Parent Participation, Parents as Teachers, Homework, Elementary School Students
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Cajka, James; Amer, Safaa; Ridenhour, Jamie; Allpress, Justine – International Journal of Social Research Methodology, 2018
RTI International created a geospatial grid-based sampling methodology that: achieved a probability-based household sample and unbiased estimates; was comparable across countries; used simple frame data available from the in-country census; and was efficient with minimal training to local field staff. The methodology used 1 km[superscript 2]…
Descriptors: Sampling, Developing Nations, Probability, Cross Cultural Studies
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