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Humphrey, Stephen E., Ed.; LeBreton, James M., Ed. – APA Books, 2019
Organizational relationships are complex. Employees do their work as individuals, but also as members of larger teams. They exist within various social networks, both within and spanning organizations. Multilevel theory is at the core of the organizational sciences, and unpacking multilevel relationships is fundamental to the challenges faced…
Descriptors: Hierarchical Linear Modeling, Theories, Institutional Research, Social Networks
University of Chicago Consortium on Chicago School Research, 2014
Districts now have access to a wealth of new information that can help target students with appropriate supports and bring focus and coherence to college readiness efforts. However, the abundance of data has brought its own challenges. Schools and school systems are often overwhelmed with the amount of data available. The capacity of districts to…
Descriptors: College Readiness, Educational Indicators, College Preparation, School Districts
Cahnmann-Taylor, Melisa; Wooten, Jennifer; Souto-Manning, Mariana; Dice, Jaime L. – Teachers College Record, 2009
Background/Context: For over two decades, the boundaries between the social sciences and the humanities have become blurred, and numerous articles and books have been written about the infusion of the arts in qualitative research as a means to collect and analyze data and to represent findings. Yet these arts-based research processes, although…
Descriptors: Qualitative Research, Participant Observation, Research Methodology, Focus Groups
Beers, Pieter J.; Boshuizen, Henny P. A.; Kirschner, Paul A.; Gijselaers, Wim H. – Learning and Instruction, 2007
CSCL research has given rise to a plethora of analysis methods, all with specific analysis goals, units of analysis, and for specific types of data (chat, threaded discussions, etc.). This article describes some challenges of CSCL-analysis. The development of an analysis method for negotiation processes in multidisciplinary teams serves as an…
Descriptors: Content Analysis, Computer Mediated Communication, Research Methodology, Data Analysis

Marsh, R. W. – Child Development, 1985
Epstein (1974) claims evidence for regular two-year growth spurts in the development of brain and mind, a phenomenon he calls phrenoblysis. Unfortunately, repeated analysis of the data he presents as proof of his theory provides no support. (Author/RH)
Descriptors: Adolescents, Children, Cognitive Development, Data Analysis
Brennan, Mervin M.; Redding, Kenneth R. – 1985
A Teacher Survey was developed for administration to Illinois teachers whose students take the Illinois Inventory of Educational Progress (IIEP). The IIEP are the achievement tests of the state assessment program. The purposes of the Teacher Survey range from determination of a test's curricular validity to investigations of teachers' abilities to…
Descriptors: Academic Achievement, Data Analysis, Elementary Secondary Education, Predictive Validity
Pike, Gary R. – 1991
This study attempted to validate the use of academic growth and development items from Tennessee alumni surveys as measures of program quality and effectiveness at the University of Tennessee (UTK), Knoxville. The argument is made that it is essential that the instruments used to assess students educational outcomes be valid measures of the goals…
Descriptors: Academic Achievement, Alumni, College Outcomes Assessment, Construct Validity
Donmoyer, Robert – 1984
This paper addresses a variation of the traditional validity question asked of qualitative researchers. Here the question is not "How do we know the qualitative researcher's question is valid?" but rather, "How does the qualitative researcher choose from among a multitude of apparently valid or at least plausible…
Descriptors: Data Analysis, Epistemology, Research Methodology, Research Problems
Bybee, Deborah; Mowbray, Carol T. – Child Abuse and Neglect: The International Journal, 1993
This study applied criteria from Statement Validity Analysis (SVA) protocols to aggregate record review data of alleged sexual abuse of over 100 children in a day-care center. The use of SVA criteria supported the veritability of allegations in this case, with the data analysis reflecting consistency, logical structure, and spontaneity of…
Descriptors: Child Abuse, Data Analysis, Day Care, Day Care Centers

Dey, Eric L. – Research in Higher Education, 1997
A study investigated the effectiveness of a weighting procedure for adjusting survey results to correct for nonresponse bias. Using data from a Cooperative Institutional Research Program followup survey, results indicate that the procedure is highly effective in univariate distributions; its effectiveness in adjusting correlation and regression…
Descriptors: Data Analysis, Followup Studies, Higher Education, Research Methodology

Hanna, Gila – Journal of Educational Measurement, 1984
The validity of a comparison of mean test scores for two groups and of a longitudinal comparison of means within each group is assessed. Using LISREL, factor analyses are used to test the hypotheses of similar factor patterns, equal units of measurement, and equal measurement accuracy between groups and across time. (Author/DWH)
Descriptors: Achievement Tests, Comparative Analysis, Data Analysis, Factor Analysis
McCormick, Sandra – 1992
Only a limited number of single-subject studies exist in the literacy field, despite the upsurge of such studies in a wide variety of disciplines. The phrase "single-subject" refers not so much to the number of subjects, but to the way the data are analyzed: each subject's responses are examined individually; they are not averaged with…
Descriptors: Case Studies, Data Analysis, Educational Research, Elementary Secondary Education
Koech, Barbara Garner – 1984
The study of teachers as decision-makers is a recent paradigm in educational research. This decision-making approach considers the teacher as an active professional engaged in various decision-making activities prior to and during instruction. This paper describes a naturalistic research design employed in a recent dissertation that investigated…
Descriptors: Case Studies, Data Analysis, Decision Making, Diagnostic Teaching
Johnson, William L.; Nussbaum, Claire – 1984
This document investigates the widely used school climate assessment instrument, the CFK Ltd. School Climate Profile. Part A (General School Climate Factors) was administered by school to a junior high campus (n=257) and a high school campus (n=906) in a major metropolitan area in the Southwestern United States to gather data for administrative…
Descriptors: Data Analysis, Educational Environment, Evaluation, Factor Analysis

Johnson, Lawrence J.; LaMontagne, M. J. – Journal of Early Intervention, 1993
This paper describes content analysis as a data analysis technique useful for examining written or verbal communication within early intervention. The article outlines the use of referential or thematic recording units derived from interview data, identifies procedural guidelines, and addresses issues of rigor and validity. (Author/JDD)
Descriptors: Communication (Thought Transfer), Content Analysis, Data Analysis, Disabilities
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