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Clintin P. Davis-Stober; Jason Dana; David Kellen; Sara D. McMullin; Wes Bonifay – Grantee Submission, 2023
Conducting research with human subjects can be difficult because of limited sample sizes and small empirical effects. We demonstrate that this problem can yield patterns of results that are practically indistinguishable from flipping a coin to determine the direction of treatment effects. We use this idea of random conclusions to establish a…
Descriptors: Research Methodology, Sample Size, Effect Size, Hypothesis Testing
Thomas Cook; Mansi Wadhwa; Jingwen Zheng – Society for Research on Educational Effectiveness, 2023
Context: A perennial problem in applied statistics is the inability to justify strong claims about cause-and-effect relationships without full knowledge of the mechanism determining selection into treatment. Few research designs other than the well-implemented random assignment study meet this requirement. Researchers have proposed partial…
Descriptors: Observation, Research Design, Causal Models, Computation

McNeil, Keith; Newman, Isadore – Mid-Western Educational Researcher, 1996
Many interactions are found with categorical variables but few with continuous variables, suggesting that, from a mathematical point of view, investigating interactions with continuous variables is less powerful than with categorical variables. This issue is analyzed from three other points of view: study design, measurement of the independent…
Descriptors: Hypothesis Testing, Interaction, Research Design
Konold, Clifford E.; Well, Arnold D. – 1981
Several aspects of interview research heretofore receiving little attention are discussed. A brief description of the different types of interview formats and levels of analysis is presented. Following a discussion of the problem of analyzing protocol data, some suggestions are offered about analysis procedures that derive from constructionist…
Descriptors: Data Analysis, Hypothesis Testing, Interviews, Models

Grover, Robert; Glazier, Jack – Library and Information Science Research, 1986
Delineates various levels of theory with implications for research in library and information science. Based upon a review of literature on theory building and research methods in the social sciences, a model is proposed which displays a taxonomy of theory in hierarchical form. (EM)
Descriptors: Classification, Hypothesis Testing, Information Science, Models

Rindskopf, David – Contemporary Educational Psychology, 1984
Statistical methods, called latent variable models, have been developed to provide rigorous tests of theories involving unobserved variables. This paper describes the major types of latent variable models, shows how they can be applied in educational research, and gives representative examples of their use from the literature. (Author/BW)
Descriptors: Factor Analysis, Hypothesis Testing, Latent Trait Theory, Mathematical Models

Burden, Paul R. – College Student Journal, 1983
Discusses the use of hypothesis testing research and hypothesis generating research designs. Researchers investigating teacher development should continue to use hypothesis generating research designs to depict, relate, and conceptualize information in this area. Hypothesis testing research designs could check the accuracy of these initial…
Descriptors: Faculty Development, Hypothesis Testing, Literature Reviews, Research Design

Jackson, Sally; And Others – Journal of the American Forensic Association, 1986
Argues that R. Trapp's reservations regarding the characterization of Jackson's and Jacobs' conversational argument are unfounded. Reports several studies that use procedures similar to those employed by Trapp to confirm Jackson's and Jacobs' theory. Discusses reservations about using subject generated judgments as an unproblematic standard for…
Descriptors: Communication (Thought Transfer), Communication Research, Hypothesis Testing, Interaction

Knapp, Thomas R. – Mid-Western Educational Researcher, 1999
Presents an opinion on the appropriate use of significance tests, especially in the context of regression analysis, the most commonly encountered statistical technique in education and related disciplines. Briefly discusses the appropriate use of power analysis. Contains 47 references. (Author/SV)
Descriptors: Data Interpretation, Educational Research, Effect Size, Hypothesis Testing
Lindlof, Thomas R. – 1980
The similarities between television viewing and fantasy activity (daydreaming, reverie, mind-wandering, internal dialogue) more than warrant the building of a theoretical construct, especially in the context of recent empirical research on television viewing consequences. A construct of the television viewing process, based on cognitive theories…
Descriptors: Attention Control, Behavioral Science Research, Cognitive Processes, Fantasy

Gross, Karen; Rothenberg, Stephen – Journal of Learning Disabilities, 1979
Two methodological problems often arising in dyslexia research are considered. The first problem concerns the validity of experimental measures and the related problem of interpreting null results. The second problem involves the effects of sampling from a disabled population if the disorder under investigation has multiple unknown origins.…
Descriptors: Cognitive Processes, Dyslexia, Hypothesis Testing, Learning Disabilities

Benishek, Lois A.; Gordon, Phyllis A. – Journal of Humanistic Education and Development, 1998
Despite numerous counselor training programs that espouse a scientist-practitioner orientation, rivalry, rather than collegiality, is often present between researchers and counselors. This article presents a teaching template intended to decrease this tension by highlighting similarities between the two professional specializations. Implications…
Descriptors: Counselor Training, Counselors, Data Analysis, Data Collection
Burden, Paul R. – 1982
Topics and methodologies used by researchers of teacher development activities are examined in this paper. Selected studies in educational research are analyzed and grouped into four areas. The first research design considered is the traditional empirical-analytic, or hypothesis testing paradigm, through which studies are conducted to test the…
Descriptors: Classroom Research, Educational Anthropology, Educational Research, Educational Researchers
MacLean, Margaret – 1980
A review of research on "incomplete text," which refers to a variety of adaptations of cloze procedures, illustrates how construct validity has been considered and will need to be considered in future research on the subject. Much of the early research on incomplete text focused on product--providing quantitative assessments of…
Descriptors: Cloze Procedure, Context Clues, Discourse Analysis, Hypothesis Testing

Eisner, Elliot W. – Educational Researcher, 1992
Educational researchers are not engaged in discovering mechanistic universal truths sought by positivists or tidy prescriptions about what works. Instead, they provide guidelines and interpretive material to liberate the teacher's intelligence so that the teacher can use whatever ability he or she can achieve. (SLD)
Descriptors: Causal Models, Educational Improvement, Educational Philosophy, Educational Research
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