Analytics https://www.godegree.com Wed, 03 Jul 2024 08:27:34 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.1 https://www.godegree.com/wp-content/uploads/2022/03/favicon-70x70.png Analytics https://www.godegree.com 32 32 Behavioral Analytics https://www.godegree.com/glossary/behavioral-analytics/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/behavioral-analytics/ The analysis of data about students’ behaviors, such as their interactions with learning materials and participation in discussions, to understand their engagement and predict outcomes.

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]]> The analysis of data about students’ behaviors, such as their interactions with learning materials and participation in discussions, to understand their engagement and predict outcomes.

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]]> Course Analytics https://www.godegree.com/glossary/course-analytics/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/course-analytics/ Specific analytics focused on the effectiveness of course design, content delivery, and student interactions within a single course.

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]]> Specific analytics focused on the effectiveness of course design, content delivery, and student interactions within a single course.

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]]> Educational Data Mining (EDM) https://www.godegree.com/glossary/educational-data-mining-edm/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/educational-data-mining-edm/ A discipline concerned with developing methods for exploring the unique types of data that come from educational settings, and using those methods to better understand students and the settings in which they learn.

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]]> A discipline concerned with developing methods for exploring the unique types of data that come from educational settings, and using those methods to better understand students and the settings in which they learn.

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]]> Educational Forecasting https://www.godegree.com/glossary/educational-forecasting/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/educational-forecasting/ The use of historical data and predictive models to forecast future trends in education, such as enrollment rates, demand for courses, and student performance outcomes.

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]]> The use of historical data and predictive models to forecast future trends in education, such as enrollment rates, demand for courses, and student performance outcomes.

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]]> Efficacy Assessment https://www.godegree.com/glossary/efficacy-assessment/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/efficacy-assessment/ The measurement of how effective educational interventions are, using data analytics to validate teaching methods, technologies, and curricula.

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]]> The measurement of how effective educational interventions are, using data analytics to validate teaching methods, technologies, and curricula.

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]]> Engagement Metrics https://www.godegree.com/glossary/engagement-metrics/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/engagement-metrics/ Specific measures used to gauge how actively students are participating in the learning process, such as time spent on tasks, number of logins, and interaction rates.

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]]> Specific measures used to gauge how actively students are participating in the learning process, such as time spent on tasks, number of logins, and interaction rates.

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]]> Event Log Analysis https://www.godegree.com/glossary/event-log-analysis/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/event-log-analysis/ The method of collecting and analyzing logs of events or actions taken by students within an educational system to understand user behavior and system performance.

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]]> The method of collecting and analyzing logs of events or actions taken by students within an educational system to understand user behavior and system performance.

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]]> Experiential Data Analysis https://www.godegree.com/glossary/experiential-data-analysis/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/experiential-data-analysis/ The analysis of data collected from experiential learning activities, which can include internships, simulations, and field exercises, focusing on the application of theoretical knowledge in practical settings.

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]]> The analysis of data collected from experiential learning activities, which can include internships, simulations, and field exercises, focusing on the application of theoretical knowledge in practical settings.

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]]> Factor Analysis https://www.godegree.com/glossary/factor-analysis/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/factor-analysis/ A statistical method used to describe variability among observed, correlated variables in terms of potentially lower unobserved variables called factors.

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]]> A statistical method used to describe variability among observed, correlated variables in terms of potentially lower unobserved variables called factors.

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]]> Feedback Analytics https://www.godegree.com/glossary/feedback-analytics/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/feedback-analytics/ The analysis of feedback given to students to assess the quality and effectiveness of the feedback and its impact on student performance and learning.

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]]> The analysis of feedback given to students to assess the quality and effectiveness of the feedback and its impact on student performance and learning.

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]]> Formative Analytics https://www.godegree.com/glossary/formative-analytics/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/formative-analytics/ The use of data collected during the learning process to provide ongoing feedback that can shape learning behaviors and environments in real-time.

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]]> The use of data collected during the learning process to provide ongoing feedback that can shape learning behaviors and environments in real-time.

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]]> Geospatial Analysis https://www.godegree.com/glossary/geospatial-analysis/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/geospatial-analysis/ The use of geographic data within learning analytics to explore geographical patterns in educational access, resources, or outcomes.

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]]> The use of geographic data within learning analytics to explore geographical patterns in educational access, resources, or outcomes.

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]]> Granular Data https://www.godegree.com/glossary/granular-data/ Wed, 03 Jul 2024 08:27:28 +0000 https://www.godegree.com/glossary/granular-data/ Highly detailed data collected at a fine level of detail, or with a high degree of resolution, crucial for deep learning analytics and understanding nuanced aspects of student interaction.

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]]> Highly detailed data collected at a fine level of detail, or with a high degree of resolution, crucial for deep learning analytics and understanding nuanced aspects of student interaction.

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]]> Growth Modeling https://www.godegree.com/glossary/growth-modeling/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/growth-modeling/ Longitudinal data analysis techniques that are used to estimate growth trajectories over time, providing insights into student learning progression.

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]]> Longitudinal data analysis techniques that are used to estimate growth trajectories over time, providing insights into student learning progression.

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]]> Heatmaps https://www.godegree.com/glossary/heatmaps/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/heatmaps/ Graphical representations of data where individual values contained in a matrix are represented as colors, often used to show activity levels in different areas of an online learning platform.

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]]> Graphical representations of data where individual values contained in a matrix are represented as colors, often used to show activity levels in different areas of an online learning platform.

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]]> Heuristic Analysis https://www.godegree.com/glossary/heuristic-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/heuristic-analysis/ The use of experience-based techniques for problem-solving, learning, and discovery that aid in understanding how students approach and solve problems.

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]]> The use of experience-based techniques for problem-solving, learning, and discovery that aid in understanding how students approach and solve problems.

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]]> Hypothesis Driven Data Analysis https://www.godegree.com/glossary/hypothesis-driven-data-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/hypothesis-driven-data-analysis/ A method of data analysis that starts with a specific hypothesis and tests this against the data, used to confirm or refute preconceived theories in educational research.

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]]> A method of data analysis that starts with a specific hypothesis and tests this against the data, used to confirm or refute preconceived theories in educational research.

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]]> Hypothesis Testing in Learning Analytics https://www.godegree.com/glossary/hypothesis-testing-in-learning-analytics/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/hypothesis-testing-in-learning-analytics/ The use of statistical methods to test assumptions about data related to educational processes, used to validate theories about learning behaviors and outcomes.

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]]> The use of statistical methods to test assumptions about data related to educational processes, used to validate theories about learning behaviors and outcomes.

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]]> Instructor-Led Analytics https://www.godegree.com/glossary/instructor-led-analytics/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/instructor-led-analytics/ Analytics specifically tailored for instructors that provide insights into class performance, student progress, and content effectiveness to enhance teaching practices.

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]]> Analytics specifically tailored for instructors that provide insights into class performance, student progress, and content effectiveness to enhance teaching practices.

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]]> Item Analysis https://www.godegree.com/glossary/item-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/item-analysis/ The process of examining student responses to individual test items to assess the quality and fairness of each item and to identify patterns of student understanding and misunderstanding.

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]]> The process of examining student responses to individual test items to assess the quality and fairness of each item and to identify patterns of student understanding and misunderstanding.

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]]> Jitter Analysis https://www.godegree.com/glossary/jitter-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/jitter-analysis/ In learning analytics, this can refer to examining variations in data collection times to ensure the reliability of timing-dependent data, such as responses to timed assessments.

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]]> In learning analytics, this can refer to examining variations in data collection times to ensure the reliability of timing-dependent data, such as responses to timed assessments.

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]]> Journey Mapping https://www.godegree.com/glossary/journey-mapping/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/journey-mapping/ The process of creating a visual representation of a student’s learning journey through different touchpoints and experiences, used to identify opportunities for support and enhancement.

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]]> The process of creating a visual representation of a student’s learning journey through different touchpoints and experiences, used to identify opportunities for support and enhancement.

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]]> Knowledge Gap Analysis https://www.godegree.com/glossary/knowledge-gap-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/knowledge-gap-analysis/ The process of identifying a gap between what is known and what needs to be known, helping educators tailor content to meet learners’ needs.

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]]> The process of identifying a gap between what is known and what needs to be known, helping educators tailor content to meet learners’ needs.

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]]> Knowledge Tracing https://www.godegree.com/glossary/knowledge-tracing/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/knowledge-tracing/ The use of models to trace the knowledge level of learners over time, predicting their future learning curve and potential performance.

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]]> The use of models to trace the knowledge level of learners over time, predicting their future learning curve and potential performance.

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]]> Learning Analytics https://www.godegree.com/glossary/learning-analytics/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/learning-analytics/ The measurement, collection, analysis, and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs.

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]]> The measurement, collection, analysis, and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs.

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]]> Learning Decomposition https://www.godegree.com/glossary/learning-decomposition/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/learning-decomposition/ The process of breaking down learning activities into their constituent components to analyze which aspects contribute most to successful learning outcomes.

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]]> The process of breaking down learning activities into their constituent components to analyze which aspects contribute most to successful learning outcomes.

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]]> Learning Management System (LMS) Analytics https://www.godegree.com/glossary/learning-management-system-lms-analytics/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/learning-management-system-lms-analytics/ Built-in tools in LMS platforms that track and analyze student data, offering insights into usage patterns, performance, and learning outcomes.

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]]> Built-in tools in LMS platforms that track and analyze student data, offering insights into usage patterns, performance, and learning outcomes.

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]]> Learning Outcome Visualization https://www.godegree.com/glossary/learning-outcome-visualization/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/learning-outcome-visualization/ The use of graphical displays to represent the results of learning assessments, helping to visualize patterns, trends, and correlations in educational data.

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]]> The use of graphical displays to represent the results of learning assessments, helping to visualize patterns, trends, and correlations in educational data.

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]]> Learning Outcomes Assessment https://www.godegree.com/glossary/learning-outcomes-assessment/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/learning-outcomes-assessment/ Evaluation processes focused on determining whether and how well students are meeting predetermined learning objectives.

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]]> Evaluation processes focused on determining whether and how well students are meeting predetermined learning objectives.

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]]> Longitudinal Study https://www.godegree.com/glossary/longitudinal-study/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/longitudinal-study/ Research that follows the same subjects over a period of time, collecting data at multiple time points, which is essential for understanding changes in learning outcomes.

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]]> Research that follows the same subjects over a period of time, collecting data at multiple time points, which is essential for understanding changes in learning outcomes.

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]]> Meta-Analysis in Learning https://www.godegree.com/glossary/meta-analysis-in-learning/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/meta-analysis-in-learning/ A method that involves statistically combining the results of various studies on a specific topic in education to aggregate findings and derive overall conclusions.

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]]> A method that involves statistically combining the results of various studies on a specific topic in education to aggregate findings and derive overall conclusions.

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]]> Metadata Analysis https://www.godegree.com/glossary/metadata-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/metadata-analysis/ The process of extracting and analyzing data about data, which can include details about data management, content organization, and usage statistics in educational contexts.

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]]> The process of extracting and analyzing data about data, which can include details about data management, content organization, and usage statistics in educational contexts.

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]]> Multidimensional Analysis https://www.godegree.com/glossary/multidimensional-analysis/ Wed, 03 Jul 2024 08:27:30 +0000 https://www.godegree.com/glossary/multidimensional-analysis/ The evaluation of data from several variables to obtain a more comprehensive assessment of a student’s performance or learning outcomes.

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]]> The evaluation of data from several variables to obtain a more comprehensive assessment of a student’s performance or learning outcomes.

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]]> Multimodal Learning Analytics https://www.godegree.com/glossary/multimodal-learning-analytics/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/multimodal-learning-analytics/ The analysis of data from multiple sources or modes of learning, such as textual, audio, and video data, to provide a more comprehensive understanding of the learning process.

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]]> The analysis of data from multiple sources or modes of learning, such as textual, audio, and video data, to provide a more comprehensive understanding of the learning process.

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]]> Network Analysis https://www.godegree.com/glossary/network-analysis/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/network-analysis/ Examining the interactions within a network (e.g., social interactions in a learning management system) to understand how relationships affect learning outcomes.

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]]> Examining the interactions within a network (e.g., social interactions in a learning management system) to understand how relationships affect learning outcomes.

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]]> Normalization of Data https://www.godegree.com/glossary/normalization-of-data/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/normalization-of-data/ The process of organizing data in a database to reduce redundancy and improve data integrity, which is essential for maintaining the quality of learning analytics data.

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]]> The process of organizing data in a database to reduce redundancy and improve data integrity, which is essential for maintaining the quality of learning analytics data.

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]]> Operational Analytics https://www.godegree.com/glossary/operational-analytics/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/operational-analytics/ The use of analytics to improve the effectiveness and efficiency of operational processes in educational institutions, such as student services and administration.

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]]> The use of analytics to improve the effectiveness and efficiency of operational processes in educational institutions, such as student services and administration.

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]]> Outcome Analysis https://www.godegree.com/glossary/outcome-analysis/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/outcome-analysis/ The examination of whether and to what extent predefined learning objectives or outcomes are being met by students.

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]]> The examination of whether and to what extent predefined learning objectives or outcomes are being met by students.

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]]> Outcomes-Based Evaluation https://www.godegree.com/glossary/outcomes-based-evaluation/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/outcomes-based-evaluation/ A type of evaluation that focuses on the end results of education programs, assessing whether targeted educational outcomes are achieved.

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]]> A type of evaluation that focuses on the end results of education programs, assessing whether targeted educational outcomes are achieved.

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]]> Outlier Detection https://www.godegree.com/glossary/outlier-detection/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/outlier-detection/ Identifying unusual patterns or anomalies in educational data that deviate from what is expected, which can indicate important insights into student behavior or system performance.

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]]> Identifying unusual patterns or anomalies in educational data that deviate from what is expected, which can indicate important insights into student behavior or system performance.

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]]> Predictive Analytics https://www.godegree.com/glossary/predictive-analytics/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/predictive-analytics/ The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes based on historical data, often used to predict student performance and learning needs.

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]]> The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes based on historical data, often used to predict student performance and learning needs.

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]]> Predictive Analytics in Education https://www.godegree.com/glossary/predictive-analytics-in-education/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/predictive-analytics-in-education/ The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes based on historical data.

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]]> The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes based on historical data.

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]]> Predictive Modelling https://www.godegree.com/glossary/predictive-modelling/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/predictive-modelling/ The process of creating, testing, and validating a model to best predict the probability of an outcome, such as student success or course engagement levels.

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]]> The process of creating, testing, and validating a model to best predict the probability of an outcome, such as student success or course engagement levels.

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]]> Predictor Variables https://www.godegree.com/glossary/predictor-variables/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/predictor-variables/ Variables that are used within learning analytics models to forecast outcomes based on historical data, such as student success or course completion.

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]]> Variables that are used within learning analytics models to forecast outcomes based on historical data, such as student success or course completion.

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]]> Principal Component Analysis (PCA) https://www.godegree.com/glossary/principal-component-analysis-pca/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/principal-component-analysis-pca/ A statistical procedure that uses an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables.

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]]> A statistical procedure that uses an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables.

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]]> Qualitative Content Analysis https://www.godegree.com/glossary/qualitative-content-analysis/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/qualitative-content-analysis/ The method of analyzing text data from courses, feedback, and other sources to extract meaningful patterns and themes that inform educational strategies.

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]]> The method of analyzing text data from courses, feedback, and other sources to extract meaningful patterns and themes that inform educational strategies.

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]]> Qualitative Data Analysis https://www.godegree.com/glossary/qualitative-data-analysis/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/qualitative-data-analysis/ The method of examining non-numerical data (like text responses, interviews, or videos) to understand concepts, opinions, and experiences within educational research.

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]]> The method of examining non-numerical data (like text responses, interviews, or videos) to understand concepts, opinions, and experiences within educational research.

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]]> Qualitative Feedback https://www.godegree.com/glossary/qualitative-feedback/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/qualitative-feedback/ Non-numerical feedback that provides in-depth commentary on the quality of a student’s work, focusing on strengths and areas for improvement.

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]]> Non-numerical feedback that provides in-depth commentary on the quality of a student’s work, focusing on strengths and areas for improvement.

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]]> Quantitative Analysis https://www.godegree.com/glossary/quantitative-analysis/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/quantitative-analysis/ The use of statistical, mathematical, or numerical data or computational techniques to understand or assess learning and educational outcomes.

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]]> The use of statistical, mathematical, or numerical data or computational techniques to understand or assess learning and educational outcomes.

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]]> Quantitative Feedback https://www.godegree.com/glossary/quantitative-feedback/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/quantitative-feedback/ Feedback provided in numerical form, such as scores or rankings, which quantifies aspects of student performance.

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]]> Feedback provided in numerical form, such as scores or rankings, which quantifies aspects of student performance.

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]]> Real-Time Analytics https://www.godegree.com/glossary/real-time-analytics/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/real-time-analytics/ The ability to use data immediately as it becomes available, enabling educators and learners to make decisions based on the most current insights.

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]]> The ability to use data immediately as it becomes available, enabling educators and learners to make decisions based on the most current insights.

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]]> Regression Analysis https://www.godegree.com/glossary/regression-analysis/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/regression-analysis/ A statistical method used to understand the relationship between independent (predictor) variables and a dependent (criterion) variable in learning data.

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]]> A statistical method used to understand the relationship between independent (predictor) variables and a dependent (criterion) variable in learning data.

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]]> Regression Discontinuity Design https://www.godegree.com/glossary/regression-discontinuity-design/ Wed, 03 Jul 2024 08:27:31 +0000 https://www.godegree.com/glossary/regression-discontinuity-design/ A statistical method used to estimate the effect of an intervention by assigning a cutoff or threshold at which the intervention occurs, providing insights into its effectiveness.

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]]> A statistical method used to estimate the effect of an intervention by assigning a cutoff or threshold at which the intervention occurs, providing insights into its effectiveness.

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]]> Sampling Bias https://www.godegree.com/glossary/sampling-bias/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/sampling-bias/ A bias in which certain elements of a population are systematically more likely to be selected in a sample, affecting the reliability and validity of conclusions drawn from the data.

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]]> A bias in which certain elements of a population are systematically more likely to be selected in a sample, affecting the reliability and validity of conclusions drawn from the data.

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]]> Scale Development https://www.godegree.com/glossary/scale-development/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/scale-development/ The process of creating a reliable, validated scale measuring a specific construct that is used in educational assessments.

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]]> The process of creating a reliable, validated scale measuring a specific construct that is used in educational assessments.

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]]> Sentiment Analysis https://www.godegree.com/glossary/sentiment-analysis/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/sentiment-analysis/ Analyzing the feelings (attitudes, emotions, and opinions) from written text in student feedback or communication, used to gauge overall student satisfaction or concerns.

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]]> Analyzing the feelings (attitudes, emotions, and opinions) from written text in student feedback or communication, used to gauge overall student satisfaction or concerns.

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]]> Social Network Analysis (SNA) https://www.godegree.com/glossary/social-network-analysis-sna/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/social-network-analysis-sna/ A method used to analyze the structure of social networks in educational settings, looking at how students interact with one another and form communities.

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]]> A method used to analyze the structure of social networks in educational settings, looking at how students interact with one another and form communities.

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]]> Summative Evaluation https://www.godegree.com/glossary/summative-evaluation/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/summative-evaluation/ The process of evaluating the quality or success of a project or program at the end of an instructional unit by comparing it against some standard or benchmark.

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]]> The process of evaluating the quality or success of a project or program at the end of an instructional unit by comparing it against some standard or benchmark.

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]]> Teaching Analytics https://www.godegree.com/glossary/teaching-analytics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/teaching-analytics/ The use of analytic tools to measure teaching effectiveness and modify instructional strategies in real-time, ensuring optimal learning outcomes.

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]]> The use of analytic tools to measure teaching effectiveness and modify instructional strategies in real-time, ensuring optimal learning outcomes.

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]]> Text Mining in Education https://www.godegree.com/glossary/text-mining-in-education/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/text-mining-in-education/ The process of deriving high-quality information from text through the identification of patterns and trends via statistical pattern learning.

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]]> The process of deriving high-quality information from text through the identification of patterns and trends via statistical pattern learning.

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]]> Time Series Analysis https://www.godegree.com/glossary/time-series-analysis/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/time-series-analysis/ A statistical technique that analyzes time-ordered data points to extract meaningful statistics and other characteristics, often used for trend analysis in student performance over time.

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]]> A statistical technique that analyzes time-ordered data points to extract meaningful statistics and other characteristics, often used for trend analysis in student performance over time.

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]]> Time-on-Task Analytics https://www.godegree.com/glossary/time-on-task-analytics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/time-on-task-analytics/ The measurement of the actual time students spend engaged in specific learning activities, considered an indicator of student effort and engagement.

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]]> The measurement of the actual time students spend engaged in specific learning activities, considered an indicator of student effort and engagement.

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]]> Trace Data https://www.godegree.com/glossary/trace-data/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/trace-data/ Data automatically generated and collected as students interact with learning environments, providing a breadcrumb trail of user actions that can be analyzed for deeper insights.

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]]> Data automatically generated and collected as students interact with learning environments, providing a breadcrumb trail of user actions that can be analyzed for deeper insights.

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]]> Ubiquitous Learning Analytics https://www.godegree.com/glossary/ubiquitous-learning-analytics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/ubiquitous-learning-analytics/ Analytics that occur continuously and contextually in learners’ everyday environments, not confined to structured educational settings.

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]]> Analytics that occur continuously and contextually in learners’ everyday environments, not confined to structured educational settings.

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]]> Usage Statistics https://www.godegree.com/glossary/usage-statistics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/usage-statistics/ Metrics that provide information on how frequently and in what ways learners interact with e-learning materials, which can inform content revisions and teaching strategies.

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]]> Metrics that provide information on how frequently and in what ways learners interact with e-learning materials, which can inform content revisions and teaching strategies.

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]]> User Journey Analytics https://www.godegree.com/glossary/user-journey-analytics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/user-journey-analytics/ The analysis of the sequences of actions that learners take within a learning management system, providing insights into how educational content and paths are navigated.

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]]> The analysis of the sequences of actions that learners take within a learning management system, providing insights into how educational content and paths are navigated.

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]]> Validation Metrics https://www.godegree.com/glossary/validation-metrics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/validation-metrics/ Criteria used to assess the accuracy and usefulness of analytic models or tools within the educational field.

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]]> Criteria used to assess the accuracy and usefulness of analytic models or tools within the educational field.

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]]> Validity in Analytics https://www.godegree.com/glossary/validity-in-analytics/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/validity-in-analytics/ The extent to which the tools and methods used in learning analytics accurately measure what they are intended to measure.

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]]> The extent to which the tools and methods used in learning analytics accurately measure what they are intended to measure.

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]]> Validity Scales https://www.godegree.com/glossary/validity-scales/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/validity-scales/ Tools used to determine the truthfulness or accuracy of responses in psychological tests, ensuring the data collected reflect genuine responses.

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]]> Tools used to determine the truthfulness or accuracy of responses in psychological tests, ensuring the data collected reflect genuine responses.

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]]> Validity Study https://www.godegree.com/glossary/validity-study/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/validity-study/ Research conducted to confirm that an assessment accurately measures what it is intended to measure, with a focus on content validity, construct validity, and criterion-related validity.

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]]> Research conducted to confirm that an assessment accurately measures what it is intended to measure, with a focus on content validity, construct validity, and criterion-related validity.

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]]> Variable Reduction https://www.godegree.com/glossary/variable-reduction/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/variable-reduction/ The process of reducing the number of random variables under consideration, by obtaining a set of principal variables in data analysis, simplifying model building without losing significant information.

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]]> The process of reducing the number of random variables under consideration, by obtaining a set of principal variables in data analysis, simplifying model building without losing significant information.

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]]> Variance Analysis https://www.godegree.com/glossary/variance-analysis/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/variance-analysis/ A method of statistical analysis used to quantify the difference between expected and actual outcomes in educational settings, providing insights into performance variability.

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]]> A method of statistical analysis used to quantify the difference between expected and actual outcomes in educational settings, providing insights into performance variability.

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]]> Wearable Device Data https://www.godegree.com/glossary/wearable-device-data/ Wed, 03 Jul 2024 08:27:32 +0000 https://www.godegree.com/glossary/wearable-device-data/ Data collected from wearable technology, such as smartwatches and fitness trackers, which can be used to analyze physical aspects of learning, like attention and stress levels.

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]]> Data collected from wearable technology, such as smartwatches and fitness trackers, which can be used to analyze physical aspects of learning, like attention and stress levels.

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]]> Web Analytics in Education https://www.godegree.com/glossary/web-analytics-in-education/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/web-analytics-in-education/ The measurement and analysis of data to understand and optimize web usage within educational platforms, focusing on user interactions and content effectiveness.

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]]> The measurement and analysis of data to understand and optimize web usage within educational platforms, focusing on user interactions and content effectiveness.

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]]> Weighted Average Scoring https://www.godegree.com/glossary/weighted-average-scoring/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/weighted-average-scoring/ A scoring system that assigns different weights to various sections or components of an assessment, reflecting their importance to the overall score.

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]]> A scoring system that assigns different weights to various sections or components of an assessment, reflecting their importance to the overall score.

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]]> Weighted Data Analysis https://www.godegree.com/glossary/weighted-data-analysis/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/weighted-data-analysis/ Using weights in data analysis to adjust for the influence of certain factors or to prioritize certain data points, enhancing the accuracy of results.

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]]> Using weights in data analysis to adjust for the influence of certain factors or to prioritize certain data points, enhancing the accuracy of results.

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]]> Weighted Scoring https://www.godegree.com/glossary/weighted-scoring/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/weighted-scoring/ A scoring strategy where different parts of an assessment are given different weights, reflecting their importance to the overall assessment objectives.

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]]> A scoring strategy where different parts of an assessment are given different weights, reflecting their importance to the overall assessment objectives.

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]]> Well-Being Metrics https://www.godegree.com/glossary/well-being-metrics/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/well-being-metrics/ The integration of well-being indicators into educational outcomes to measure not just academic success but also the holistic development of students.

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]]> The integration of well-being indicators into educational outcomes to measure not just academic success but also the holistic development of students.

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]]> Workflow Analytics https://www.godegree.com/glossary/workflow-analytics/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/workflow-analytics/ The examination of the workflows within educational technologies and platforms to optimize both administrative and instructional processes.

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]]> The examination of the workflows within educational technologies and platforms to optimize both administrative and instructional processes.

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]]> Yield Analysis https://www.godegree.com/glossary/yield-analysis/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/yield-analysis/ In educational assessment, a statistical analysis that examines the effectiveness of particular test items or entire tests in differentiating between high and low performers.

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]]> In educational assessment, a statistical analysis that examines the effectiveness of particular test items or entire tests in differentiating between high and low performers.

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]]> Yield Optimization https://www.godegree.com/glossary/yield-optimization/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/yield-optimization/ The process of analyzing learning data to maximize student outcomes by identifying the most effective strategies for teaching and resource allocation.

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]]> The process of analyzing learning data to maximize student outcomes by identifying the most effective strategies for teaching and resource allocation.

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]]> Yield Prediction https://www.godegree.com/glossary/yield-prediction/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/yield-prediction/ The use of analytic techniques to estimate the outcomes of educational interventions, such as the percentage of students who will successfully complete a course or program.

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]]> The use of analytic techniques to estimate the outcomes of educational interventions, such as the percentage of students who will successfully complete a course or program.

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]]> Yield Rate https://www.godegree.com/glossary/yield-rate/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/yield-rate/ In educational assessments, it refers to the proportion of students who achieve proficiency or mastery on a test relative to those who took the test.

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]]> In educational assessments, it refers to the proportion of students who achieve proficiency or mastery on a test relative to those who took the test.

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]]> Z-Score https://www.godegree.com/glossary/z-score/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/z-score/ A statistical measurement that describes a value’s relationship to the mean of a group of values, expressed in terms of standard deviations from the mean.

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]]> A statistical measurement that describes a value’s relationship to the mean of a group of values, expressed in terms of standard deviations from the mean.

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]]> Z-Score Normalization https://www.godegree.com/glossary/z-score-normalization/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/z-score-normalization/ A technique used in statistics to standardize data by removing the mean and scaling to unit variance, helping to compare results from different tests or assessments.

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]]> A technique used in statistics to standardize data by removing the mean and scaling to unit variance, helping to compare results from different tests or assessments.

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]]> Z-test https://www.godegree.com/glossary/z-test/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/z-test/ A statistical test used to determine whether two population means are different when the variances are known and the sample size is large.

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]]> A statistical test used to determine whether two population means are different when the variances are known and the sample size is large.

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]]> Z-Test for Proportions https://www.godegree.com/glossary/z-test-for-proportions/ Wed, 03 Jul 2024 08:27:34 +0000 https://www.godegree.com/glossary/z-test-for-proportions/ A statistical test used to determine whether two populations differ significantly on specific characteristics, applied in education to compare outcomes between different groups or interventions.

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]]> A statistical test used to determine whether two populations differ significantly on specific characteristics, applied in education to compare outcomes between different groups or interventions.

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