4.8 Institutional Research

Access to cognos is critical in order to retrieve files for the Institutional Research section of the LSDS. Adam Shick has created a series of cognos reports that allow the data scientist to pull the information after the census date passes each term19 All necessary files are available in the following path

>Student `>` Institutional Research `>` Delivered Reports `>` dewitt_mike

From within the directory structure within cognos you can run a series of reports that will described below. Adam has also created additional reports that hold information on student demographics and email addresses that might be interesting should you need to match this information using these fields (e.g. someone provides data with only email addresses).‬

4.8.1 First Year Cohort Tag

Each year on the Census date, students of the entering first-time, full-time cohort received a cohort tag. For Federal reporting purposes this tag identifies the cohort, or group of students. This First Year Cohort tag is applied only during the Fall census date.

If a student enrolls and starts at Wake Forest, but drops out prior to the Census Date, the are not counted towards any of the metrics (e.g. retention, graduation rate, etc).

First Year Cohort ETL
param response
Description First year cohort
Contact Adam Shick
Contact Office Institutional Research
Input File Type Excel File
Method of Retrieval Run "*Cohorts from Snapshot FTFT" Cognos Report
Frequency of Update Term
Record Type student
ETL File Name Building FR cohort file_4_FR_Cohort.sas
Output Data Set Name XFR_COHORT
QA Program (if Applicable) NA

4.8.2 Census Enrollment

Again, on each census date students are tagged as being “present” in the system. This data set is used to measure those students who retention to Wake Forest.

Census Enrollment Status ETL
param response
Description Enrollment on census date
Contact Adam Shick
Contact Office Institutional Research
Input File Type Excel File
Method of Retrieval Run " *Cohorts from Snapshot UG" Cognos Report
Frequency of Update Term
Record Type term
ETL File Name Building FR cohort file_4_Census_Enrollment.sas
Output Data Set Name XCENSUS
QA Program (if Applicable) NA

4.8.3 GRE Scores

The Educational Testing Service (ETS), the provider of the Graduation Record Exam (GRE), allow test-takers the option to submit their scores to their home institution (e.g. if I am a Wake Forest alumna and I take the GRE I can elect to send my scores back to Wake Forest even if I am not applying to Wake Forest). This is an external data source that can provide interesting data. It is currently not connected to the LSDS, but it is available in the appropriate format. Additionally, the date that a former student takes the GRE is variable (e.g. some students take the GRE while they are enrolled while others may take the GRE years after they have graduated). The link to retrieve the new data is available at https://www.ets.org/institution-portal.

GRE Scores ETL
param response
Description GRE Score Information
Contact ETS
Contact Office ETS
Input File Type Excel File
Method of Retrieval NA
Frequency of Update Term
Record Type student
ETL File Name Building FR cohort_file_4_gre_scores
Output Data Set Name xgre
QA Program (if Applicable) NA

  1. Census date is defined as the Monday of the 5th week of classes. If in doubt, confirm with Adam or another person in the Office of Institutional Research.