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Umair Ali Khan; Janne Kauttonen; Lili Aunimo; Ari Alamäki – Journal of Information Technology Education: Research, 2024
Aim/Purpose: The purpose of this paper is to address the challenges posed by disinformation in an educational context. The paper aims to review existing information assessment techniques, highlight their limitations, and propose a conceptual design for a multimodal, explainable information assessment system for higher education. The ultimate goal…
Descriptors: Artificial Intelligence, Higher Education, Trust (Psychology), Barriers
Porter, Kristin E.; Balu, Rekha – MDRC, 2016
Education systems are increasingly creating rich, longitudinal data sets with frequent, and even real-time, data updates of many student measures, including daily attendance, homework submissions, and exam scores. These data sets provide an opportunity for district and school staff members to move beyond an indicators-based approach and instead…
Descriptors: Models, Prediction, Statistical Analysis, Elementary Secondary Education
Leech, Nancy L.; Dellinger, Amy B.; Brannagan, Kim B.; Tanaka, Hideyuki – Journal of Mixed Methods Research, 2010
The purpose of this article is to demonstrate application of a new framework, the validation framework (VF), to assist researchers in evaluating mixed research studies. Based on an earlier work by Dellinger and Leech, a description of the VF is delineated. Using the VF, three studies from education, health care, and counseling fields are…
Descriptors: Educational Research, Researchers, Research Methodology, Research Reports
Brooks, Gordon P. – Mid-Western Educational Researcher, 2011
As lines between research paradigms continue to blur with the ever-increasing popularity of mixed methods research, there are useful, and occasionally oxymoronic, opportunities for educational researchers to juxtapose tools from opposing methods. The gold standard is just not possible in so much of what we do with small-scale research, nor is it…
Descriptors: Research Design, Research Methodology, Educational Researchers, Models
Bornstein, Robert F. – Psychological Assessment, 2011
Although definitions of validity have evolved considerably since L. J. Cronbach and P. E. Meehl's classic (1955) review, contemporary validity research continues to emphasize correlational analyses assessing predictor-criterion relationships, with most outcome criteria being self-reports. The present article describes an alternative way of…
Descriptors: Test Validity, Scores, Models, Psychological Evaluation
Maxwell, Joseph A. – Mid-Western Educational Researcher, 2011
In this article, the author challenges the validity and usefulness of the concept of "paradigm," as this term has been used in the social sciences generally, and specifically in the debates over research methods. He emphasizes that in criticizing what he sees as the misuse of the paradigm concept, he is not arguing for dismissing or ignoring…
Descriptors: Constructivism (Learning), Methods Research, Models, Research Methodology
Hesse-Biber, Sharlene – Qualitative Inquiry, 2010
This article discusses how methodological practices can shape and limit how mixed methods is practiced and makes visible the current methodological assumptions embedded in mixed methods practice that can shut down a range of social inquiry. The article argues that there is a "methodological orthodoxy" in how mixed methods is practiced…
Descriptors: Research Methodology, Case Studies, Models, Methods
Raykov, Tenko – Multivariate Behavioral Research, 2007
A method for point and interval estimation of change in criterion validity of multiple-component measuring instruments as a result of revision is outlined. The procedure is developed within the framework of covariance structure modeling, which complements earlier methods for testing change in composite reliability due to addition or deletion of…
Descriptors: Predictive Validity, Computation, Models, Reliability

McCall, Robert B. – Child Development, 1985
Explains that from a prediction standpoint the confluence model is not very efficient. Very modest increments in accuracy are associated with family configuration variables once chronological age is covaried. Suggests that the major postulates of the theory be tested directly, within individuals and with longitudinal data. (Author/AS)
Descriptors: Family Characteristics, Family Influence, Intellectual Development, Longitudinal Studies
Collins, Kathleen M. T.; Onwuegbuzie, Anthony J.; Jiao, Qun G. – Journal of Mixed Methods Research, 2007
A sequential design utilizing identical samples was used to classify mixed methods studies via a two-dimensional model, wherein sampling designs were grouped according to the time orientation of each study's components and the relationship of the qualitative and quantitative samples. A quantitative analysis of 121 studies representing nine fields…
Descriptors: Sampling, Sample Size, Generalization, Qualitative Research
Lather, Patti – 1986
This paper focuses on issues of data trustworthiness in praxis-oriented empirical work, research openly committed to the building of a world in which we can all flourish. The central argument is that those exploring the possibilities for a change-enhancing advocacy paradigm for doing empirical research in the human sciences must begin to be more…
Descriptors: Construct Validity, Credibility, Data, Educational Research
Mondi, Makingu; Woods, Peter; Rafi, Ahmad – Educational Technology & Society, 2008
This study investigates "how and why" students' "Uses and Gratification Expectancy" (UGE) for e-learning resources influences their "Perceived e-Learning Experience." A "Uses and Gratification Expectancy Model" (UGEM) framework is proposed to predict students' "Perceived e-Learning Experience," and…
Descriptors: Research Design, Learning Strategies, Learning Experience, Educational Resources
Mitchell, Karen J. – 1984
The purpose of this resarch was to develop a model of verbal information processing for use in subsequent analyses of the construct and predictive validity of the current Department of Defense military selection and classification battery, the Armed Services Vocational Aptitude Battery (ASVAB) 8/9/10. The theory and research methods of selected…
Descriptors: Adults, Armed Forces, Cognitive Processes, Models
Smith, Nick L. – 1985
Empirical literature on two types of hearings, and their applicability in evaluating educational programs, is reviewed. An introduction describes the use and nature of hearings and distinguishes adversary hearings, in which two parties argue opposing sides of an issue, from committee hearings, in which a variety of positions are presented to a…
Descriptors: Committees, Evaluation Methods, Hearings, Models

Haas, David F.; Kraft, Donald H. – Information Processing and Management, 1984
This paper examines representative research in information science and compares its designs to an abstract ideal of the experimental research design. Threats to validity of conclusions are highlighted, including history, maturation, testing, instrumentation, statistical regression, selection biases, experimental mortality, and selection-maturation…
Descriptors: Information Science, Models, Research Design, Research Methodology