Assignment Instructions
There are two main parts to the Project. The first part is to write a program that can help you prepare to analyze a set of data collected from a cognitive psychology study using either eye-tracking or brain activity (EEG) observations. The second part of the project is to create an experiment using PsychoPy that could produce the same data file you analyzed for the first part
PART ONE
Write a program that can help you prepare to analyze a set of data collected from a cognitive psychology study using either eye-tracking or brain activity (EEG) observations
Write a program that can summarize the data collected for each trial, such that your new data file has only 1 row of data for each trial. Your summary data file should have the following comma-separated header:
Participant Trial Stimulus RT Error MW
Plus, one pair from:
Total Eye Distance Blinked
Left_Mean_Alpha Right_Mean_Alpha
Left_Mean_Beta Right_Mean_Beta
Left_Mean_Delta Right_Mean_Delta
Left_Mean_Gamma Right_Mean_Gamma
Left_Mean_Theta Right_Mean_Theta
Your program will need to:
Finally, using either jamovi or a separate Python program, you will need to analyze this data file to determine whether either of the Eye/EEG measures you chose to output above show significant differences based on whether an error was made or not, only for trials where the stimulus is a 3. Accordingly, for Part 1 you will need to submit each of the following:
PART TWO
The job will be to recreate a version of the Sustained Attention to Response Task (SART, for short) that includes 18 practice trials 288 experimental trials, each of which consists of a stimulus number displayed for 250 milliseconds and then a mask image for 900 milliseconds, such that each trial lasts a total of 1150 milliseconds. After displaying some simple instructions, the program will run the practice trials and then pause to allow the participant to ask questions, before continuing with the 288 experimental trials. The required order for the stimuli will be provided, as will some custom code that needs to be inserted into your program in order for it to simulate receiving either eye or EEG data. This program will need to create a CSV data file like the one you analyzed in Part 1, in addition to the data file PsychoPy will create by default. Although we are doing it backwards, this project will simulate the process of completing an entire study, from creating a task to collecting and analyzing the data
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