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Rita Elaine Silver; Vinay Kumar; Deborah Chua Fengyi; Michael Tan Lip Thye; Johannis Auri Bin Abdul Aziz – Educational Researcher, 2024
Systematic reviews have witnessed significant growth across many fields, including education. In this article, we outline the background of this growth, highlight the tendency to focus on methodological considerations, and propose a framework to support education researchers in preparing systematic reviews with broad impact. We draw on our…
Descriptors: Educational Research, Research Methodology, Synthesis, Research Utilization
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Blaizot, Aymeric; Veettil, Sajesh K.; Saidoung, Pantakarn; Moreno-Garcia, Carlos Francisco; Wiratunga, Nirmalie; Aceves-Martins, Magaly; Lai, Nai Ming; Chaiyakunapruk, Nathorn – Research Synthesis Methods, 2022
The exponential increase in published articles makes a thorough and expedient review of literature increasingly challenging. This review delineated automated tools and platforms that employ artificial intelligence (AI) approaches and evaluated the reported benefits and challenges in using such methods. A search was conducted in 4 databases…
Descriptors: Artificial Intelligence, Literature Reviews, Databases, Data Analysis
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Kotsiou, Athanasia; Fajardo-Tovar, Dina Daniela; Cowhitt, Tom; Major, Louis; Wegerif, Rupert – Irish Educational Studies, 2022
Many agree that education needs new goals that reflect the demands of the future. These are often called 'Future Skills', referring to the knowledge, attitudes, values, skills, and competencies intended to prepare learners for the future. The need to teach such Future Skills is often cited, justified by the perception that the future will present…
Descriptors: 21st Century Skills, Futures (of Society), Barriers, Data Analysis
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König, Christoph; van de Schoot, Rens – Educational Review, 2018
The ability of a scientific discipline to build cumulative knowledge depends on its predominant method of data analysis. A steady accumulation of knowledge requires approaches which allow researchers to consider results from comparable prior research. Bayesian statistics is especially relevant for establishing a cumulative scientific discipline,…
Descriptors: Bayesian Statistics, Educational Research, Educational Practices, Data Analysis
Lachlan-Haché, Lisa – American Institutes for Research, 2015
Student learning measures have rapidly become common in teacher evaluation systems across the United States. Over half of the country's states have required, recommended, or identified "student learning objectives" (SLOs) as a measure of student growth for use in educator evaluation. Although SLO-type measures vary significantly in terms…
Descriptors: Behavioral Objectives, Synthesis, Program Implementation, Educational Research
Thompson, David P. – 1994
To maximize knowledge from existing studies and to determine how job satisfaction constructs have been operationalized in the field of educational administration over the last quarter century, reliable and valid procedures must be developed to synthesize findings from the studies empirically. This study synthesizes empirical findings on job…
Descriptors: Administrators, Data Analysis, Educational Administration, Educational History