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Shifeng Liu; Florence T. Bourgeois; Claire Narang; Adam G. Dunn – Research Synthesis Methods, 2024
Searching for trials is a key task in systematic reviews and a focus of automation. Previous approaches required knowing examples of relevant trials in advance, and most methods are focused on published trial articles. To complement existing tools, we compared methods for finding relevant trial registrations given a International Prospective…
Descriptors: Artificial Intelligence, Medical Research, Experimental Groups, Control Groups
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Irfan, Rabia; Khan, Sharifullah; Abbas, Muhammad Azeem; Shah, Asad Ali – Information Research: An International Electronic Journal, 2019
Introduction. Taxonomy is an effective mean of managing and accessing a large amount of digital information. Various techniques have been developed to generate taxonomy automatically. The purpose of this study is threefold: (i) review methods and approaches adopted during taxonomy generation, (ii) identify the factors influencing the choice of a…
Descriptors: Literature Reviews, Taxonomy, Semantics, Natural Language Processing
Amy Loyd – Office of Career, Technical, and Adult Education, US Department of Education, 2024
On February 23, 2024, the U.S. Departments of Education and Labor (the Departments) published a final rule in the "Federal Register" (89 FR 13814) that defines the sixth performance indicator--effectiveness in serving employers--as "Retention with the Same Employer" in the second and fourth quarters following a participant's…
Descriptors: Adult Education, Labor Turnover, Attachment Behavior, Group Unity
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Mangaroska, Katerina; Sharma, Kshitij; Gaševic, Dragan; Giannakos, Michalis – Journal of Learning Analytics, 2020
Programming is a complex learning activity that involves coordination of cognitive processes and affective states. These aspects are often considered individually in computing education research, demonstrating limited understanding of how and when students learn best. This issue confines researchers to contextualize evidence-driven outcomes when…
Descriptors: Learning Analytics, Data Collection, Instructional Design, Learning Modalities
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Klemencic, Eva; Mirazchiyski, Plamen Vladkov – Comparative Education, 2018
International large-scale student assessments (ILSAs) in education represent a valuable source of information for policy-makers, not only on student achievements, but also on their relationship with different contextual factors. The results are partly described in the official studies' reports; more can be derived from the publicly released data…
Descriptors: Evidence Based Practice, Educational Administration, International Assessment, Policy Formation
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Rickinson, Mark; Hall, Matthew; Reid, Alan – Environmental Education Research, 2016
This paper focuses on our experience of researching the influence of ResourceSmart Schools, a sustainable schools programme in Victoria, Australia. Drawing on ideas from programme theory and realist synthesis, we illustrate and reflect upon our approach to conceptualising, investigating and generating evidence about the programme's…
Descriptors: Foreign Countries, Sustainability, School Effectiveness, Improvement Programs
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Peresso, Randolph – Compare: A Journal of Comparative and International Education, 2017
This paper focuses on the methodology adopted for Malta+5, which builds on Robin Alexander's work by comparing the five pedagogical cultures he studied to the one in Malta. It reflects critically on the research process adopted in this study, and shows how, despite the very limited experience and resources, applying the methodology, frameworks and…
Descriptors: Organizational Culture, Teaching Methods, Comparative Analysis, Models
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Adejo, Olugbenga; Connolly, Thomas – Journal of Education and Practice, 2017
The increase in education data and advance in technology are bringing about enhanced teaching and learning methodology. The emerging field of Learning Analytics (LA) continues to seek ways to improve the different methods of gathering, analysing, managing and presenting learners' data with the sole aim of using it to improve the student learning…
Descriptors: Higher Education, Program Implementation, Information Utilization, Evidence Based Practice
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Jayaratne, K. S. U. – Journal of Extension, 2016
New Extension educators experience a steep learning curve when attempting to develop effective Extension programs. Formative evaluation is helpful to new, and experienced, Extension educators in determining the changes necessary for making programs more effective. Formative evaluation is an essential part of program evaluation. However, its use…
Descriptors: Formative Evaluation, Program Improvement, Data Collection, Needs Assessment
Castellano, Soledad; Arnedillo-Sánchez, Inmaculada – International Association for Development of the Information Society, 2016
This paper presents a discussion on potential conflicts originated by sensorimotor distractions when learning with mobile phones on-the-move. While research in mobile learning points to the possibility of everywhere, all the time learning; research in the area suggests that tasks performed while on-the-move predominantly require low cognitive…
Descriptors: Handheld Devices, Telecommunications, Electronic Learning, Perceptual Motor Learning
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Svinicki, Marilla D.; Williams, Kyle; Rackley, Kadie; Sanders, Anke J. Z.; Pine, Lisa; Stewart, Julie – International Journal for the Scholarship of Teaching and Learning, 2016
Much is being said in education about the value of adopting data-based or analytics approaches to instructional improvement. One important group of stakeholders in this effort is the faculty. "In many cases, the key constituency group is faculty, whose powerful voice and genuine participation often determine the success or failure of…
Descriptors: Instructional Improvement, Performance Factors, Student Records, Information Utilization
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Williamson, Ben – Journal of Education Policy, 2016
Educational institutions and governing practices are increasingly augmented with digital database technologies that function as new kinds of policy instruments. This article surveys and maps the landscape of digital policy instrumentation in education and provides two detailed case studies of new digital data systems. The Learning Curve is a…
Descriptors: Visualization, Synchronous Communication, Governance, Data Collection
Whitfield, Christina; Armstrong, John; Weeden, Dustin – State Higher Education Executive Officers, 2019
Since 2010, the State Higher Education Executive Officers Association (SHEEO) has periodically administered the "Strong Foundations" survey, which documents the content, structure, and effective use of state postsecondary student unit record systems (PSURSs). This report highlights the results of the fourth administration of the survey,…
Descriptors: Postsecondary Education, Information Systems, Student Records, Data Collection
Sparks, Betsy H. – ProQuest LLC, 2014
Business Intelligence is a major expenditure in many organizations and necessary for competitive advantage. These expenditures do not result in maximum benefits for the organization if the information obtained from the Business Intelligence System (BIS) is not used in the management decision-making process. This quantitative research study used an…
Descriptors: Management Information Systems, Decision Making, Information Utilization, Performance Factors
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Mitchell, Joshua J.; Ryder, Andrew J. – New Directions for Student Services, 2013
Dashboard systems are increasingly popular as assessment and performance management tools in higher education. This chapter examines the use of dashboards in student affairs, including examples of key indicators and considerations for developing and implementing these tools. The chapter begins with an overview of the origins of dashboards, from…
Descriptors: Evaluation Methods, Higher Education, Student Personnel Services, Information Management
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