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Direct linkWoo, Sang Eun, Ed.; Tay, Louis, Ed.; Proctor, Robert W., Ed. – APA Books, 2020
Technological advances have led to an abundance of widely available data on every aspect of life today. Psychologists today have more information than ever before on human cognition, emotion, attitudes, and behavior. "Big Data in Psychological Research" addresses the opportunities and challenges that this data presents to psychological…
Descriptors: Psychological Studies, Research Design, Data Collection, Best Practices
Webber, Karen L., Ed.; Zheng, Henry, Ed. – Johns Hopkins University Press, 2020
The continuing importance of data analytics is not lost on higher education leaders, who face a multitude of challenges, including increasing operating costs, dwindling state support, limits to tuition increases, and increased competition from the for-profit sector. To navigate these challenges, savvy leaders must leverage data to make sound…
Descriptors: Data Use, Decision Making, Learning Analytics, Higher Education
Peer reviewedBurgos, Daniel, Ed. – Lecture Notes in Educational Technology, 2020
Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. Always with the explicit authorisation from the…
Descriptors: Learning Analytics, Individualized Instruction, Integrated Learning Systems, Data Collection
Lane, Jason E., Ed. – SUNY Press, 2014
The Big Data movement and the renewed focus on data analytics are transforming everything from healthcare delivery systems to the way cities deliver services to residents. Now is the time to examine how this Big Data could help build smarter universities. While much of the cutting-edge research that is being done with Big Data is happening at…
Descriptors: Data Analysis, Data Collection, Educational Research, Higher Education
Spector, Michael, Ed.; Kumar, Vivekanandan, Ed.; Essa, Alfred, Ed.; Huang, Yueh-Min, Ed.; Koper, Rob, Ed.; Tortorella, Richard A. W., Ed.; Chang, Ting-Wen, Ed.; Li, Yanyan, Ed.; Zhang, Zhizhen, Ed. – Lecture Notes in Educational Technology, 2018
This book demonstrates teachers' and learners' experiences with big data in education; education and cloud computing; and new technologies for teacher support. It also discusses the advantages of using these frontier technologies in teaching and learning and predicts the future challenges. As such, it enables readers to better understand how…
Descriptors: Educational Technology, Technological Advancement, Data Use, Technology Uses in Education
Rees, Eliot L., Ed.; Ledger, Alison, Ed.; Walker, Kim A., Ed. – John Wiley & Sons, Inc, 2023
"Starting Research in Clinical Education" is written by a global team of experienced and emerging clinical education researchers who have a wealth of knowledge designing rigorous research projects and expertise in contemporary methods. Covering a broad spectrum of methods used by clinical education researchers, the book is split into…
Descriptors: Case Studies, Educational Theories, Evidence, Web Sites
Kashyap, Ramgopal, Ed.; Kumar, A. V. Senthil, Ed. – IGI Global, 2020
Machine learning allows for non-conventional and productive answers for issues within various fields, including problems related to visually perceptive computers. Applying these strategies and algorithms to the area of computer vision allows for higher achievement in tasks such as spatial recognition, big data collection, and image processing.…
Descriptors: Artificial Intelligence, Man Machine Systems, Video Technology, Computer Uses in Education
The Analytics Revolution in Higher Education: Big Data, Organizational Learning, and Student Success
Gagliardi, Jonathan S., Ed.; Parnell, Amelia, Ed.; Carpenter-Hubin, Julia, Ed. – Stylus Publishing LLC, 2018
In this era of "Big Data," institutions of higher education are challenged to make the most of the information they have to improve student learning outcomes, close equity gaps, keep costs down, and address the economic needs of the communities they serve at the local, regional, and national levels. This book helps readers understand and…
Descriptors: Educational Research, Data Collection, Data Analysis, Higher Education
Hedge, Jerry W., Ed.; Carter, Gary W., Ed. – Oxford University Press, 2020
"Career Pathways: From School to Retirement" brings together leading workforce researchers and practitioners to provide new perspectives on school-to-work and workplace career pathways. This groundbreaking book explains the transformations that have taken place in the workplace over the past several decades and how those transformations…
Descriptors: Career Choice, Career Development, Labor Force Development, Social Change
Download full textSociety for Research on Educational Effectiveness, 2017
Bayesian statistical methods have become more feasible to implement with advances in computing but are not commonly used in educational research. In contrast to frequentist approaches that take hypotheses (and the associated parameters) as fixed, Bayesian methods take data as fixed and hypotheses as random. This difference means that Bayesian…
Descriptors: Bayesian Statistics, Educational Research, Statistical Analysis, Decision Making
Levin, Ilya, Ed.; Tsybulsky, Dina, Ed. – IGI Global, 2017
The role of technology in educational settings has become increasingly prominent in recent years. When utilized effectively, these tools provide a higher quality of learning for students. "Optimizing STEM Education With Advanced ICTs and Simulations" is an innovative reference source for the latest scholarly research on the integration…
Descriptors: Information Technology, STEM Education, Cooperative Learning, Inquiry
Loveless, Douglas, Ed.; Sullivan, Pamela, Ed.; Dredger, Katie, Ed.; Burns, Jim, Ed. – IGI Global, 2017
Developments in the education field are affected by numerous, and often conflicting, social, cultural, and economic factors. With the increasing corporatization of education, teaching and learning paradigms are continuously altered. "Deconstructing the Education-Industrial Complex in the Digital Age" is an authoritative reference source…
Descriptors: Educational Change, Teacher Education, Technological Literacy, Neoliberalism
Ramírez-Montoya, María-Soledad, Ed. – IGI Global, 2017
Educational strategies have evolved over the years, due to research breakthroughs and the application of technology. By using the latest learning innovations, curriculum and instructional design can be enhanced and strengthened. The "Handbook of Research on Driving STEM Learning with Educational Technologies" is an authoritative…
Descriptors: Guides, STEM Education, Educational Technology, Foreign Countries
Luckin, Rosemary, Ed. – UCL IOE Press, 2018
The educational technology sector is growing fast, with schools, colleges and universities more than ever looking for the best ways to use technology in the classroom. At the same time, there is an increasing appetite for learning and teaching practices to be backed up by evidence. However, there are few resources that bring these two things…
Descriptors: Teaching Methods, Educational Technology, Technology Uses in Education, Educational Research
Paulsen, Michael B., Ed. – Higher Education: Handbook of Theory and Research, 2018
Published annually since 1985, the Handbook series provides a compendium of thorough and integrative literature reviews on a diverse array of topics of interest to the higher education scholarly and policy communities. Each chapter provides a comprehensive review of research findings on a selected topic, critiques the research literature in terms…
Descriptors: Higher Education, Educational Research, Racial Bias, Social Justice
