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1. What is learning analytics - ANSWER 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. Data, Analysis, Action
2. What are the 4 Types Of Learning Analytics - ANSWER leaning analytics,
descriptive analytics
diagnostic analytics,
and prescriptive analytics
3. Learning analytics; descriptive - ANSWER will give you answers to
questions about what happened. Example; you can find the number of
course enrollments, pass percentages, assessment scores, and so on.
However, descriptive analytics is limited to indicating that something has
occurred, without explaining why.
4. Learning analytics; diagnostic analytics - ANSWER why something
happened.- Example; Discovering that senior members did not do well.
However, new hirees did do well. Figuring out that senior members found
the information to be basic and discovering that advanced training is
, necessary. the deeper analysis highlighted the need to cater to the specific
needs of learners and offer a more personalized learning experience
5. Learning analytics; predictive analytics - ANSWER tells what is likely to
happen. Predictive analytics can help identify the probable difficulties
learners might face during a learning experience. Moreover, predictive
analytics can be used to enhance the quality of training and raise the
engagement ratio. Example- let's say data from a post-course survey
revealed that some learners did not prefer accessing the eLearning program
from a desktop. Since most of them are hard-pressed for time and often on-
the-go, they prefer accessing the training anytime, anywhere on their
mobile devices.
6. Learning analytics; prescriptive analytics - ANSWER to find solutions to
questions about what should be done.
7. Which action is an example of using the qualitative analysis technique to
extract insights about learners?- - ANSWER Examining the transcript of
a discussion about students' feelings on remote learning.
8. A program director gathered data on how frequently instructors engaged
with students on discussion boards. Which learning analytics technique
should be used to analyze this data? - ANSWER Quantitative Analysis
9. What are the three 3 Pillars of learning Analytics. Explain - ANSWER
Data- 'Data' represents all the information gathered from learners and the
learning activities they take part in.
,Analysis- 'Analysis' involves putting together all the gathered data and measuring
the effectiveness of the training on the organization's productivity and progress.
Action- 'Action' is the decisions you take and changes you make based on data
analysis.
10. What type of learning analytics should be used; descriptive - ANSWER
Goal Report the number of students who passed the Chapter 2 test
compared to the Chapter 1 test
Document last year's graduation rate
Share a month-by-month breakdown of this past year's sales
Purpose of learning analytics type Used to inform; based on data from gathered
information
11. What type of learning analytics should be used; diagnostic - ANSWER
Goal Discover why more students passed the Chapter 1 test than the
Chapter 2 test
Identify the cause for this year's decreasing number of graduating students this
year
Determine why sales are down this month
Purpose of learning analytics type Analyzes past information to find out why
something happened
12. What type of learning analytics should be used; predictive - ANSWER
Goal Predict the number of students who will pass the Chapter 3 test
, Forecast the number of students who will graduate next year
Project next month's sales
Purpose of learning analytics type Use data from the past to predict what might
happen in the future
13. What type of learning analytics should be used; prescriptive - ANSWER
Goal Plan how to achieve an 80% passing rate on chapter tests
Determine how to increase the number of graduating students for next year
Propose a solution to increase sales
Purpose of learning analytics type Offers recommendations based on possible
outcomes and helps identify the best options
14. A principal wants teachers to compare this year's midterm grades to last
year's midterm grades. Which type of learning analytics should be used?- -
ANSWER Descriptive
15. When using learning analytics to assess student learning in online courses,
which learning analytics technique is often used with descriptive analytics
to conduct item analysis of multiple-choice formative assessments?- -
ANSWER Quantitative Analysis
16. Which type of learning analytics would help an instructor determine why
student dropout rates are rising?- - ANSWER diagnostic