Foundations of Data Management

Data-Banner

This course introduces the concepts of data and databases, where to find them on college campuses, and how to use them effectively. 

  • Data Fundamentals

  • Data Sources

  • Issues of Data Use 

Task Modules and Exercises

Measuring Student Success: Demonstrates how to find data, clean and edit data, examine file structures and merge data files to identify and report information on student success.

Enrollment and Completion: Teaches skills in finding data, using subsets to create cohort files, and using multiple files for analysis.

Retention Rates: Examines student enrollment sequences and retention; joining and merging datasets; understanding file structures; using subsets to create cohort files and using multiple files for analysis.

Program Assessment: Demonstrates using data for program assessment or program evaluation.

Student Progression and Program Success: Demonstrates the use of data to evaluate student progress and success in developmental programs.

Completions: Demonstrates how to use data to provide a profile of completers.

Knowledge & Skills Taught

  • Elements of a database
  • Basic database terms
  • Data processes and IR-related issues
  • Understanding file structures
  • Dealing with duplicate records
  • Using multiple files
  • Checking, editing and cleaning data
  • Sorting and filtering data
  • Appending data
  • Merging data sets
  • Recoding data
  • Creating subsets for cohort analysis ​
  • Creating crosstabs in Excel
  • Creating formulas in Excel
  • Importing Excel files into Access
  • Exporting files from Access to Excel
  • Joining data sets in Access by primary key
  • Designing queries in Access
  • Using the Vertical Lookup function in Excel to combine data sets
  • Combining data from multiple data sets

Course fee:

$700 ($600 for AIR members)