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Mark Wilson – Journal of Educational and Behavioral Statistics, 2024
This article introduces a new framework for articulating how educational assessments can be related to teacher uses in the classroom. It articulates three levels of assessment: macro (use of standardized tests), meso (externally developed items), and micro (on-the-fly in the classroom). The first level is the usual context for educational…
Descriptors: Educational Assessment, Measurement, Standardized Tests, Test Items
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Yuan Hsiao; Lee Fiorio; Jonathan Wakefield; Emilio Zagheni – Sociological Methods & Research, 2024
Obtaining reliable and timely estimates of migration flows is critical for advancing the migration theory and guiding policy decisions, but it remains a challenge. Digital data provide granular information on time and space, but do not draw from representative samples of the population, leading to biased estimates. We propose a method for…
Descriptors: Migration, Migration Patterns, Data Collection, Data Analysis
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Kathleen F. Malu; Mary Beth Schaefer; Bogum Yoon – RMLE Online: Research in Middle Level Education, 2024
In an effort to advance the middle school movement, this paper examines the research trends from three organizations that support middle grades educational innovation, assessment, and research: The Carnegie Corporation of New York, the Educational Testing Service, and the Institute of Education Sciences. Using an instrumental, multiple case study…
Descriptors: Middle Schools, Educational Research, Trend Analysis, Statistical Analysis
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Randall E. Groth – Numeracy, 2024
Pedagogical content knowledge (PCK) traditionally has been used in research concerning prospective and practicing classroom teachers. This essay argues that PCK is also relevant to other professions including those advancing quantitative reasoning (QR). To illustrate, the case of PCK for teaching QR is considered. Those in fields such as public…
Descriptors: Educational Research, Pedagogical Content Knowledge, Statistical Analysis, Probability
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John Jerrim; Claudia Prieto-Latorre; Luis Alejandro Lopez-Agudo; Oscar D. Marcenaro-Gutierrez – Educational Review, 2024
This study uses longitudinal census data to explore the correlates of school satisfaction among parents of 3rd and 6th grade students from the Canary Islands, a large administrative region in Spain. We use logistic regression to model parental dissatisfaction with their children's school and teachers. Our results illustrate how parents value…
Descriptors: Foreign Countries, Likert Scales, Census Figures, Statistical Analysis
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Varas, Inés M.; González, Jorge; Quintana, Fernando A. – Journal of Educational and Behavioral Statistics, 2020
Equating is a family of statistical models and methods used to adjust scores on different test forms so that they can be comparable and used interchangeably. Equated scores are obtained estimating the equating transformation function, which maps the scores on the scale of one test form into their equivalents on the scale of other one. All the…
Descriptors: Bayesian Statistics, Nonparametric Statistics, Equated Scores, Statistical Analysis
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Turhan, Nihan Sölpük – Educational Research and Reviews, 2020
Statistical tests have been an important tool for interpreting the results of research correctly. The factors that influence the determination of the statistical test are research purpose, hypothesis and data. Today, statistical tests are used more frequently, and they aim to analyze whether statistical tests are used in accordance with research.…
Descriptors: Statistical Analysis, Data Interpretation, Goodness of Fit, Methods
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Ro, Hyun Kyoung; Bergom, Inger – New Directions for Student Services, 2020
Following Mayhew and Simonoff's recent work (2015), we describe effect coding, an alternative to dummy coding, and present an example of its application for research and assessment in higher education and student affairs.
Descriptors: Coding, Higher Education, Student Personnel Services, Statistical Analysis
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Yilmaz, Ismail – Educational Research and Reviews, 2020
When correlation between variables is not explicit, data can be collected by adapting the quantitative measurement tools in use for quantitative measurement of possibility, a nonlinear measurement. This adaptation is possible because measurement data can be evaluated more qualitatively using parameters for possibility. These can be defined as…
Descriptors: Correlation, Statistical Analysis, Qualitative Research, Classification
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Orcan, Fatih – International Journal of Assessment Tools in Education, 2020
Checking the normality assumption is necessary to decide whether a parametric or non-parametric test needs to be used. Different ways are suggested in literature to use for checking normality. Skewness and kurtosis values are one of them. However, there is no consensus which values indicated a normal distribution. Therefore, the effects of…
Descriptors: Nonparametric Statistics, Statistical Analysis, Comparative Analysis, Statistical Distributions
Huang, Francis L. – Gifted Child Quarterly, 2020
Multivariate analysis of variance (MANOVA) is a statistical procedure commonly used in fields such as education and psychology. However, MANOVA's popularity may actually be for the wrong reasons. The large majority of published research using MANOVA focus on univariate research questions rather than on the multivariate questions that MANOVA is…
Descriptors: Multivariate Analysis, Research Methodology, Research Problems, Statistical Analysis
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Trafimow, David; Wang, Cong; Wang, Tonghui – Educational and Psychological Measurement, 2020
Previous researchers have proposed the a priori procedure, whereby the researcher specifies, prior to data collection, how closely she wishes the sample means to approach corresponding population means, and the degree of confidence of meeting the specification. However, an important limitation of previous research is that researchers sometimes are…
Descriptors: Sampling, Statistical Analysis, Equations (Mathematics), Differences
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Benjamin R. Shear – National Education Policy Center, 2025
The growth of school choice programs, including publicly funded private school vouchers and charter schools, raises questions about the relative effectiveness and cost of these options. A recent Wisconsin Institute for Law & Liberty (WILL) report analyzes publicly available test score data in Wisconsin to investigate these questions. The…
Descriptors: Public Schools, Private Schools, Charter Schools, Expenditure per Student
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Ng, Hien Fuh; Ngeow, Yun Fong – Biochemistry and Molecular Biology Education, 2022
Relative quantification is a popular analysis in gene expression studies using quantitative real-time PCR (qPCR). However, the calculation steps using the major algorithms for this analysis are rather complicated. In this study, we developed an easy-to-use spreadsheet-based method for relative quantification. The inputs from end-users are the…
Descriptors: Genetics, Statistical Analysis, Computation, Mathematics
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Nastasi, Bonnie K.; Hitchcock, John H.; Gutierrez, Raquel; Oshrin, Stephanie – Journal of Educational and Psychological Consultation, 2022
The purpose of this article is to provide researchers with a framework for promoting high quality mixed methods school-based consultation research. Furthermore, this article is intended for researchers and practitioners interested in evaluating their practice. To meet these objectives, we address quality criteria for quantitative (validity) and…
Descriptors: Mixed Methods Research, Consultation Programs, Evaluation Criteria, Statistical Analysis
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