Spring 2022

This data is from the 1st pilot test conducted Spring 2022. This pilot test included negatively worded questions and data analysis indicated many straight-line answers from participants. The researchers determined to revise the survey design, remove negatively worded questions and repeat the pilot test in Fall 2022. View the instrument here (opens in a new window). A downloadable version of the instrument is available here. 

Click the links below to download the files. 

Raw Data

• Pre-test raw data
• Post-test raw data
• Data converter (text responses to numerical responses)
• Data converter instructions

Fall 2022

The raw data from the second pilot test is below. There are no negatively worded questions and there is a quality control question. This data was used for the Exploratory Factor Analysis (EFA). See the Fall 2022 instrument here (opens in a new window).

Raw Data

• Pre-test raw data
• Post-test raw data
• Combined data converted to numerical responses

SPSS Files

• Main file
• Cronbach & EFA
• Cronbach

Spring 2023

The raw data from the third pilot test is below. It has only 25 of the original 67 items. See the Spring 2023 instrument here (opens a new window). 

Raw Data

• Pre-test raw data
• Post-test raw data
• Combined data converted to numerical responses

Exploratory Factor Analysis SPSS files

• Syntax with Varimax
• Subscales

Confirmatory Factor Analysis SPSS & PDF files

• Data Files
• Descriptives
• Critical Thinking subscale
• Learning With Others subscale
• Information Literacy subscale
• Learning Management subscale 
• Learning Persistence subscale
• Learning Satisfaction subscale