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Kamila Misiejuk; Sonsoles López-Pernas; Rogers Kaliisa; Mohammed Saqr – Journal of Learning Analytics, 2025
Generative artificial intelligence (GenAI) has opened new possibilities for designing learning analytics (LA) tools, gaining new insights about student learning processes and their environment, and supporting teachers in assessing and monitoring students. This systematic literature review maps the empirical research of 41 papers utilizing GenAI…
Descriptors: Literature Reviews, Artificial Intelligence, Learning Analytics, Data Collection
Lester, Jaime; Klein, Carrie; Rangwala, Huzefa; Johri, Aditya – ASHE Higher Education Report, 2017
The purpose of this monograph is to give readers a practical and theoretical foundation in learning analytics in higher education, including an understanding of the challenges and incentives that are present in the institution, in the individual, and in the technologies themselves. Among questions that are explored and answered are: (1) What are…
Descriptors: Educational Research, Data Collection, Data Analysis, Higher Education
Knapp, Laura G.; Kelly-Reid, Janice E.; Ginder, Scott A. – National Center for Education Statistics, 2008
The Integrated Postsecondary Education Data System (IPEDS) collects institution-level data from postsecondary institutions in the United States (50 states and the District of Columbia) and other jurisdictions, such as Puerto Rico. This report presents information from the Winter 2007-2008 IPEDS web-based data collection. A postsecondary…
Descriptors: Postsecondary Education, Employment Level, School Personnel, Sex
Isenberg, Eric J. – Peabody Journal of Education, 2007
This article discusses quantitative research on homeschooling, including the available data, pitfalls of using the data, estimates of the number of homeschooled children, part-time homeschooling, and why families homeschool. I compare research on homeschooling to research on charter schools, voucher programs, and private schools.
Descriptors: Statistical Analysis, Private Schools, Charter Schools, Home Schooling

Cordes, Anne K.; Ingham, Roger J. – Journal of Speech and Hearing Research, 1994
This paper reviews the prominent concepts of the stuttering event and concerns about the reliability of stuttering event measurements, specifically interjudge agreement. Recent attempts to resolve the stuttering measurement problem are reviewed, and the implications of developing an improved measurement system are discussed. (Author/JDD)
Descriptors: Data Collection, Interrater Reliability, Measurement Techniques, Observation

Raskind, Marshall H.; Gerber, Paul J.; Goldberg, Roberta J.; Higgins, Eleanor L.; Herman, Kenneth L. – Journal of Learning Disabilities, 1998
Synthesizes information from a 1995 international symposium on longitudinal research in learning disabilities. Discussion of generic considerations of longitudinal research is followed by examination of issues specific to learning disabilities including definition, attrition, composition of research teams, ethical concerns, data collection, and…
Descriptors: Conferences, Data Collection, Learning Disabilities, Longitudinal Studies
Suskie, Linda A. – 1992
This monograph for institutional researchers on questionnaire survey research aims to be both a guide to the basic steps of survey research and a useful reference tool. The monograph is in an informal, question and answer format and organized around the various steps of the survey research process. Chapter I discusses planning the survey including…
Descriptors: Data Collection, Higher Education, Institutional Research, Questionnaires
Mackenzie, Noella; Knipe, Sally – Issues in Educational Research, 2006
In this article the authors discuss issues faced by early career researchers, including the dichotomy, which many research textbooks and journal articles create and perpetuate between qualitative and quantitative research methodology despite considerable literature to support the use of mixed methods. The authors review current research literature…
Descriptors: Textbooks, Research Methodology, Journal Articles, Statistical Analysis

Wolfson, Nessa – TESOL Quarterly, 1986
If language research is to arrive at valid analyses of speech behavior, both observation and elicitation methods of data collection will have to be used as necessary complements to one another. The advantages and disadvantages of different research methods are discussed. (CB)
Descriptors: Communication Research, Communicative Competence (Languages), Data Collection, Discourse Analysis
Goodman, R. Irwin – Educational Technology, 1985
Describes skin conductance measurement as a physiological procedure to obtain information on onset, duration, intensity, and completion of private physiological responses to parts of films or media products. The mechanics of the technique, how measurements are recorded and analyzed, and types of skin conductance research literature are discussed.…
Descriptors: Communication Research, Data Analysis, Data Collection, Definitions

Gregory, James N. – Journal of American History, 1995
Advocates greater use of the Public Use Microdata Samples (PUMS), computer readable samples of individual and household records from the manuscript census schedules. An analysis of southern migration during and after World War II reveals the wealth of material in PUMS and the many ways it can be used. (MJP)
Descriptors: Archives, Blacks, Census Figures, Data Collection
Schwarz, Samuel; And Others – 1983
Disparate data on nonprofit arts organizations in the 1970's were analyzed in order to construct a comprehensive picture of the growth of the arts during this decade. Studied were the rate of growth and change in the number of institutions and in their levels of output, employment, income, and expenses. Conclusions are presented regarding the…
Descriptors: Cultural Centers, Dance, Data Collection, Employment Patterns
Willson, Victor L.; And Others – 1982
Given the complexity of classroom reading observations, maintenance of measurement reliability is a concern to researchers. Sources of variation contributing to the unreliability of many measurements may be either (1) lasting and specific, (2) lasting and general, (3) temporary and specific, or (4) temporary and general. Lasting-specific sources…
Descriptors: Classroom Communication, Classroom Observation Techniques, Data Collection, Error of Measurement
Peterson, David A.; And Others – 1987
The publication summarizes a report on gerontology instruction in American institutions based on a 1985-1986 survey of over 3000 campuses. The summary examines previous knowledge of gerontology instruction and explains the purpose for the national survey, its design and goals, the questionnaires used and the data derived from them, and how the…
Descriptors: College Curriculum, College Faculty, College Instruction, Curriculum Research
Santmire, Toni E. – 1984
The purpose of this paper is to discuss ways in which developmental psychology suffers from the lack of an appropriate technology of measurement and statistical analysis. The paper begins by noting that developmental psychology is the study of change; that individuals develop through a succession of "stages" which are separated by…
Descriptors: Data Analysis, Data Collection, Developmental Psychology, Developmental Stages
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