platform

Technology Integration in Education

A project to optimize technology integration in education to improve learning outcomes and student engagement.

Goal 04 Goal 10

Decision makers

Objectives

To optimize student engagement and learning outcomes through technology integration in education.

Interactive application

(none)

Data attributes

Context

The situation decision makers are in when they have to make a decision can be described by the following attributes:

  1. SchoolLocation (Categorical): ['Urban', 'Suburban', 'Rural']
  2. SchoolSize (Numerical integer): Represents the number of students.
  3. BudgetPerStudent (Numerical integer): Amount of money available per student in USD.
  4. TeacherStudentRatio (Numerical integer): Number of students per teacher.
  5. ExistingTechLevel (Categorical): ['Low', 'Medium', 'High']
  6. StudentTechLiteracy (Categorical): ['Low', 'Medium', 'High']
  7. TeacherTechTraining (Categorical): ['None', 'Basic', 'Advanced']
  8. SubjectFocus (Categorical): ['STEM', 'Humanities', 'Mixed']
  9. GradeLevel (Categorical): ['Elementary', 'MiddleSchool', 'HighSchool']
  10. CommunitySupport (Categorical): ['Low', 'Medium', 'High']

Actions

Decision makers can take the following actions:

  1. TechInvestmentAmount (Numerical integer): Amount of money invested in technology in USD.
  2. TechType (Categorical): ['Hardware', 'Software', 'Both']
  3. TrainingIntensity (Categorical): ['None', 'Basic', 'Intensive']
  4. StudentInvolvement (Categorical): ['Low', 'Medium', 'High']
  5. FollowUpSupport (Categorical): ['None', 'Basic', 'Continuous']

Outcomes

Decision makers are evaluated on the following outcomes:

  1. StudentEngagement (Categorical): ['Increased', 'Unchanged', 'Decreased'] (Maximize)
  2. LearningOutcomes (Categorical): ['Improved', 'Unchanged', 'Worsened'] (Maximize)
  3. TechAdoptionRate (Categorical): ['Low', 'Medium', 'High'] (Maximize)
  4. Cost (Numerical integer): Calculated based on TechInvestmentAmount, TrainingIntensity, and FollowUpSupport (Minimize)

Data

(none)

Code

(none)

References

(none)

Discussion

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