The analysis of data about students’ behaviors, such as their interactions with learning materials and ...

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

A discipline concerned with developing methods for exploring the unique types of data that come ...

The use of historical data and predictive models to forecast future trends in education, such ...

The measurement of how effective educational interventions are, using data analytics to validate teaching methods, ...

Specific measures used to gauge how actively studentsIndividuals enrolled in educational programs who are the ...

The method of collecting and analyzing logs of events or actions taken by studentsIndividuals enrolled ...

The analysis of data collected from experiential learningA learning process through which students develop knowledge ...

A statistical method used to describe variability among observed, correlated variables in terms of potentially ...

The analysis of feedback given to studentsIndividuals enrolled in educational programs who are the primary ...

The use of data collected during the learning process to provide ongoing feedback that can ...

The use of geographic data within learning analyticsThe measurement, collection, analysis, and reporting of data ...

Highly detailed data collected at a fine level of detail, or with a high degree ...

Longitudinal data analysis techniques that are used to estimate growth trajectories over time, providing insights ...

Graphical representations of data where individual values contained in a matrix are represented as colors, ...

The use of experience-based techniques for problem-solving, learning, and discovery that aid in understanding how ...

A method of data analysis that starts with a specific hypothesis and tests this against ...

The use of statistical methods to test assumptions about data related to educational processes, used ...

Analytics specifically tailored for instructors that provide insights into class performance, student progress, and content ...

The process of examining student responses to individual test items to assess the quality and ...

In learning analyticsThe measurement, collection, analysis, and reporting of data about learners and their contexts, ...

The process of creating a visual representation of a student’s learning journey through different touchpoints ...

The process of identifying a gap between what is known and what needs to be ...

The use of models to trace the knowledge level of learners over time, predicting their ...

The measurement, collection, analysis, and reporting of data about learners and their contexts, for purposes ...

The process of breaking down learning activities into their constituent components to analyze which aspects ...

Built-in tools in LMS platforms that track and analyze student data, offering insights into usage ...

The use of graphical displays to represent the results of learning assessments, helping to visualize ...

Evaluation processes focused on determining whether and how well studentsIndividuals enrolled in educational programs who ...

Research that follows the same subjects over a period of time, collecting data at multiple ...

A method that involves statistically combining the results of various studies on a specific topic ...

The process of extracting and analyzing data about data, which can include details about data ...

The evaluation of data from several variables to obtain a more comprehensive assessment of a ...

The analysis of data from multiple sources or modes of learning, such as textual, audio, ...

Examining the interactions within a network (e.g., social interactions in a learning management system) to ...

The process of organizing data in a database to reduce redundancy and improve data integrity, ...

The use of analytics to improve the effectiveness and efficiency of operational processes in educational ...

The examination of whether and to what extent predefined learning objectives or outcomes are being ...

A type of evaluation that focuses on the end results of education programs, assessing whether ...

Identifying unusual patterns or anomalies in educational data that deviate from what is expected, which ...

The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of ...

The use of data, statistical algorithms, and machine learning techniques to identify the likelihood of ...

The process of creating, testing, and validating a model to best predict the probability of ...

Variables that are used within learning analyticsThe measurement, collection, analysis, and reporting of data about ...

A statistical procedure that uses an orthogonal transformation to convert a set of observations of ...

The method of analyzing text data from courses, feedback, and other sources to extract meaningful ...

The method of examining non-numerical data (like text responses, interviews, or videos) to understand concepts, ...

Non-numerical feedback that provides in-depth commentary on the quality of a student’s work, focusing on ...

The use of statistical, mathematical, or numerical data or computational techniques to understand or assess ...

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

The ability to use data immediately as it becomes available, enabling educators and learners to ...

A statistical method used to understand the relationship between independent (predictor) variables and a dependent ...

A statistical method used to estimate the effect of an intervention by assigning a cutoff ...

A bias in which certain elements of a population are systematically more likely to be ...

The process of creating a reliable, validated scale measuring a specific construct that is used ...

Analyzing the feelings (attitudes, emotions, and opinions) from written text in student feedback or communication, ...

A method used to analyze the structure of social networks in educational settings, looking at ...

The process of evaluating the quality or success of a project or program at the ...

The use of analytic tools to measure teaching effectiveness and modify instructional strategies in real-time, ...

The process of deriving high-quality information from text through the identification of patterns and trends ...

A statistical technique that analyzes time-ordered data points to extract meaningful statistics and other characteristics, ...

The measurement of the actual time studentsIndividuals enrolled in educational programs who are the primary ...

Data automatically generated and collected as studentsIndividuals enrolled in educational programs who are the primary ...

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

Metrics that provide information on how frequently and in what ways learners interact with e-learningThe ...

The analysis of the sequences of actions that learners take within a learning management system, ...

Criteria used to assess the accuracy and usefulness of analytic models or tools within the ...

The extent to which the tools and methods used in learning analyticsThe measurement, collection, analysis, ...

Tools used to determine the truthfulness or accuracy of responses in psychological tests, ensuring the ...

Research conducted to confirm that an assessment accurately measures what it is intended to measure, ...

The process of reducing the number of random variables under consideration, by obtaining a set ...

A method of statistical analysis used to quantify the difference between expected and actual outcomes ...

Data collected from wearable technology, such as smartwatches and fitness trackers, which can be used ...

The measurement and analysis of data to understand and optimize web usage within educational platforms, ...

A scoring system that assigns different weights to various sections or components of an assessment, ...

Using weights in data analysis to adjust for the influence of certain factors or to ...

A scoring strategy where different parts of an assessment are given different weights, reflecting their ...

The integration of well-being indicators into educational outcomes to measure not just academic success but ...

The examination of the workflows within educational technologies and platforms to optimize both administrative and ...

In educational assessment, a statistical analysis that examines the effectiveness of particular test items or ...

The process of analyzing learning data to maximize student outcomes by identifying the most effective ...

The use of analytic techniques to estimate the outcomes of educational interventions, such as the ...

In educational assessments, it refers to the proportion of studentsIndividuals enrolled in educational programs who ...

A statistical measurement that describes a value’s relationship to the mean of a group of ...

A technique used in statistics to standardize data by removing the mean and scaling to ...

A statistical test used to determine whether two population means are different when the variances ...

A statistical test used to determine whether two populations differ significantly on specific characteristics, applied ...