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Kamila Misiejuk; Sonsoles López-Pernas; Rogers Kaliisa; Mohammed Saqr – Journal of Learning Analytics, 2025
Generative artificial intelligence (GenAI) has opened new possibilities for designing learning analytics (LA) tools, gaining new insights about student learning processes and their environment, and supporting teachers in assessing and monitoring students. This systematic literature review maps the empirical research of 41 papers utilizing GenAI…
Descriptors: Literature Reviews, Artificial Intelligence, Learning Analytics, Data Collection
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Greenhoot, Andrea Follmer; Dowsett, Chantelle J. – Journal of Cognition and Development, 2012
Existing data sets can be an efficient, powerful, and readily available resource for addressing questions about developmental science. Many of the available databases contain hundreds of variables of interest to developmental psychologists, track participants longitudinally, and have representative samples. In this article, the authors discuss the…
Descriptors: Data Analysis, Developmental Psychology, Research Methodology, Best Practices
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Burton, Hilary D. – Information Processing and Management, 1988
Defines and discusses bibliometrics, particularly as carried out in automated systems. The specific requirements to which data should conform to support bibliometric analysis are detailed and explained, and the Intelligent Gateway of the Lawrence Livermore National Laboratory is described. (15 references) (Author/CLB)
Descriptors: Automation, Bibliometrics, Data Analysis, Data Processing
Jones, Calvin; And Others – 1983
This data file user's manual documents the procedures used to collect and process high school transcripts for a large sample of the younger cohort (1980 sophomores) in the High School and Beyond survey. The manual provides the user with the technical assistance needed to use the computer file and also discusses the following: (1) sample design for…
Descriptors: Academic Records, Data Analysis, Data Collection, Data Processing
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Rosenzweig, Roy – International Journal of Oral History, 1984
Microcomputers can offer much assistance in one of the major problems that faces virtually every oral history program--organizing, manipulating, and making available the vast quantities of historical data collected. How to automate an oral history program is described. The database management system dBASE II is discussed. (RM)
Descriptors: Data Analysis, Data Processing, Higher Education, Local History
Mannering, Linda W.; McKinney, Richard L. – 1983
The paper sets the stage for the effective and efficient use of computers in institutional research. The microcomputer and the mainframe computer are contrasted for those researchers who have a choice of where to process data. General computer use, specific microcomputer and mainframe computing guidelines, and an application utilizing both…
Descriptors: Comparative Analysis, Computers, Data Analysis, Data Processing
Handler, Marianne G.; Turner, Sandra V. – 1992
Computer software that is intended to assist the qualitative researcher in the analysis of textual data is relatively new. One such program, the Data Collector, is a HyperCard computer program designed for use on the Macintosh computer. A tool for organizing and analyzing textual data obtained from observations, interviews, surveys, and other…
Descriptors: Computer Software, Data Analysis, Data Collection, Data Processing
Mandeville, Garrett K. – 1988
This paper describes and evaluates a computerized system, MATCH, which is being used in South Carolina to match or link student records from year to year. The functioning of MATCH and its specific features are described, and its use in matching student test scores is detailed. The problem of mismatched records and the use of visual editing to…
Descriptors: Algorithms, Computer Oriented Programs, Computer Software, Data Analysis
Yost, Michael; Bremner, Fred – 1984
This document describes the review, analysis, and decision-making process that Trinity University, Texas, went through to develop the three-part computer network that they use to gather and analyze EEG (electroencephalography) and EKG (electrocardiogram) data. The data are gathered in the laboratory on a PDP-1124, an analog minicomputer. Once…
Descriptors: Analog Computers, Data Analysis, Data Collection, Data Processing
Hickman, Linda J. – 1986
Technological advances in microcomputer hardware and software, including size of memory and increasingly more sophisticated statistical application packages, create a new era in educational research. The alternative to costly main-frame computer data processing and statistical analysis is explored in this paper. In the first section, typical…
Descriptors: Cost Effectiveness, Data Analysis, Data Processing, Evaluation Criteria
Shale, Douglas G.; Milinusic, Tomislav O. – 1985
This paper describes a computer support system that eliminated many of the problems associated with the usual methods of transcribing and analyzing questionnaire data. The system was created to support the course evaluation system at Athabasca University, a distance education university in Canada. The courses evaluated were all home study courses,…
Descriptors: Computer Oriented Programs, Course Evaluation, Data Analysis, Data Processing
Jones, Calvin; And Others – 1983
The structure and documentation of High School and Beyond First Follow-Up data files represent a departure from Base Year practices. The Base Year student file contains data from both the senior and sophomore cohorts. Due to the more complex design of the First Follow-Up and resulting increase in the volume of available data, separate First…
Descriptors: Data Analysis, Data Collection, Data Processing, Databases
Ingels, Steven J.; And Others – 1990
This manual is designed to familiarize data users with the procedures followed for data collection and processing of the base-year school component of the National Education Longitudinal Study of 1988 (NELS:88). A corollary objective is to provide the necessary documentation for use of the data files. The manual provides a wide range of…
Descriptors: Data Analysis, Data Collection, Data Processing, Databases
Dow, James – 1984
Ways in which computers and audio tape recorder techniques were used to record, index, and present data collected during two summers of field work in a rural area of Mexico are described. The research goal was to study the Otomi Indian shamans. Two computers were used: the Honeywell 6800 DPS-2 and the Osborne-1 microcomputer. The database system…
Descriptors: Audiotape Recorders, Computer Software, Computers, Data Analysis
Ingels, Steven J.; And Others – 1990
This manual will familiarize data users with the procedures followed for data collection and processing of the base-year teacher component of the National Education Longitudinal Study of 1988. A corollary objective is to provide the necessary documentation for use of the data files. The manual provides a wide range of information on topics related…
Descriptors: Data Analysis, Data Collection, Data Processing, Databases
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