Learning Analytics Flashcards
(15 cards)
What is Descriptive Analytics?
Answers the questions about what happened
What is Diagnostic Analytics?
Answers questions about why something happened
What is Predictive Analytics?
Predicts what is likely to happen
What is Prescriptive Analytics?
Find solutions to questions about what should be done
What is Quantitative Analysis
Analysis of objective, numerical data and statistics
What is Qualitative Analysis
Analysis of nonnumerical data, such as observations, reflections, and interviews
What is Social Network Analysis
Analysis of patterns or trends in relationships among groups of learners, or between learners and instructors. Examines behaviors, norms, and interactions in educational settings
Construct Validity Bias
Does not measure what item is intended to measure
Content Validity Bias
When assessment does not fully align with or represent its intended content
Predictive Validity Bias
Inaccuracy in forecasting future outcomes
Item Selection Bias
Item on assessment that favors or disadvantages certain groups
Perceivable
Can perceive the content, regardless of limitations
Operable
Can operate and interact with content, regardless of input method
Understandable
students can understand how to utilize and manage the interface
Robust
Works with many different operating systems and is adaptable