Stress is a kind of feeling we experience when we are under pressure. Stress is the word that we use when we feel that we are overloaded mentally in our thoughts and wonder whether we can cope with those placed upon us. The effects of stress are different for different people when we take their age, profession, gender and other aspects into consideration. Many studies show that stress in a learning environment impacts learning negatively.
In this thesis, the role of stress on students in an introductory programming course (CS1) at CSU has been explored. Introductory programming course has a high attrition rate nationwide. A project was developed to investigate whether students feel stress during programming . This thesis also gives whether that stress is correlated with gender, prior exposure to programming, and math background.
A device called Neurosky is used to perform a low-cost EEG (electroencephalogram) by using inexpensive dry sensors to record the brain wave values of the participants in two different tasks. The test results have shown that the students feel stress during programming. A basic metric is used to determine the stress levels of the participants. Later four hypotheses are proposed by observing the comparisons and tested using statistical hypothesis testing to correlate stress with the participant's gender, major, prior programming experience and with their ACT/SAT scores. The test results proved that all these hypotheses are valid with the collected data.
","abstract_html":"<p>Stress is a kind of feeling we experience when we are under pressure. Stress is the word that we use when we feel that we are overloaded mentally in our thoughts and wonder whether we can cope with those placed upon us. The effects of stress are different for different people when we take their age, profession, gender and other aspects into consideration. Many studies show that stress in a learning environment impacts learning negatively.</p> <p>In this thesis, the role of stress on students in an introductory programming course (CS1) at CSU has been explored. Introductory programming course has a high attrition rate nationwide. A project was developed to investigate whether students feel stress during programming . This thesis also gives whether that stress is correlated with gender, prior exposure to programming, and math background.</p> <p>A device called Neurosky is used to perform a low-cost EEG (electroencephalogram) by using inexpensive dry sensors to record the brain wave values of the participants in two different tasks. The test results have shown that the students feel stress during programming. A basic metric is used to determine the stress levels of the participants. Later four hypotheses are proposed by observing the comparisons and tested using statistical hypothesis testing to correlate stress with the participant's gender, major, prior programming experience and with their ACT/SAT scores. The test results proved that all these hypotheses are valid with the collected data.</p>","abstract_has_math":false,"creators":["Sarikonda, Gopi Satya Sainadh Raju"],"institution":null,"degree_name":"Master of Science","degree_level":"Thesis","degree_discipline":"TSYS School of Computer Science","degree_department":null,"school":null,"contributors":["Dr. Lydia Ray","Dr. Shamim Khan","Dr. Wayne Summers"],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2018,"date_issued":"2018-05-01T07:00:00Z","date_published":"2018-05-01T07:00:00Z","updated_at":"2026-07-24T01:45:01Z","subjects":["Stress Levels","CS1 Students","Computer Programming","Computer Sciences","Numerical Analysis and Scientific Computing","Other Computer Sciences"],"languages":["English"],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"https://csuepress.columbusstate.edu/theses_dissertations/357","outbound_label":"Repository record","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Dr. Lydia Ray","Dr. Shamim Khan","Dr. Wayne Summers"]},{"key":"dc:creator","label":"Author","values":["Sarikonda, Gopi Satya Sainadh Raju"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.available","label":"Dc Date Available","values":["2020-01-29T08:00:00Z"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["TSYS School of Computer Science"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Thesis"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Master of Science"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Stress Levels","CS1 Students","Computer Programming","Computer Sciences","Numerical Analysis and Scientific Computing","Other Computer Sciences"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["English"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["https://csuepress.columbusstate.edu/theses_dissertations/357"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["Stress is a kind of feeling we experience when we are under pressure. Stress is the word that we use when we feel that we are overloaded mentally in our thoughts and wonder whether we can cope with those placed upon us. The effects of stress are different for different people when we take their age, profession, gender and other aspects into consideration. Many studies show that stress in a learning environment impacts learning negatively.
In this thesis, the role of stress on students in an introductory programming course (CS1) at CSU has been explored. Introductory programming course has a high attrition rate nationwide. A project was developed to investigate whether students feel stress during programming . This thesis also gives whether that stress is correlated with gender, prior exposure to programming, and math background.
A device called Neurosky is used to perform a low-cost EEG (electroencephalogram) by using inexpensive dry sensors to record the brain wave values of the participants in two different tasks. The test results have shown that the students feel stress during programming. A basic metric is used to determine the stress levels of the participants. Later four hypotheses are proposed by observing the comparisons and tested using statistical hypothesis testing to correlate stress with the participant's gender, major, prior programming experience and with their ACT/SAT scores. The test results proved that all these hypotheses are valid with the collected data.
"]},{"key":"dc:title","label":"Title","values":["Stress Levels of CS1 Students During Programming- Measurement and a Cause and Effect Analysis"]}]}],"canonical_facts":{"dc:contributor":["Dr. Lydia Ray","Dr. Shamim Khan","Dr. Wayne Summers"],"dc:creator":["Sarikonda, Gopi Satya Sainadh Raju"],"dc:date.available":["2020-01-29T08:00:00Z"],"dc:description.abstract":["Stress is a kind of feeling we experience when we are under pressure. Stress is the word that we use when we feel that we are overloaded mentally in our thoughts and wonder whether we can cope with those placed upon us. The effects of stress are different for different people when we take their age, profession, gender and other aspects into consideration. Many studies show that stress in a learning environment impacts learning negatively.
In this thesis, the role of stress on students in an introductory programming course (CS1) at CSU has been explored. Introductory programming course has a high attrition rate nationwide. A project was developed to investigate whether students feel stress during programming . This thesis also gives whether that stress is correlated with gender, prior exposure to programming, and math background.
A device called Neurosky is used to perform a low-cost EEG (electroencephalogram) by using inexpensive dry sensors to record the brain wave values of the participants in two different tasks. The test results have shown that the students feel stress during programming. A basic metric is used to determine the stress levels of the participants. Later four hypotheses are proposed by observing the comparisons and tested using statistical hypothesis testing to correlate stress with the participant's gender, major, prior programming experience and with their ACT/SAT scores. The test results proved that all these hypotheses are valid with the collected data.
"],"dc:identifier":["https://csuepress.columbusstate.edu/theses_dissertations/357"],"dc:language":["English"],"dc:subject":["Stress Levels","CS1 Students","Computer Programming","Computer Sciences","Numerical Analysis and Scientific Computing","Other Computer Sciences"],"dc:title":["Stress Levels of CS1 Students During Programming- Measurement and a Cause and Effect Analysis"],"thesis:degree_discipline":["TSYS School of Computer Science"],"thesis:degree_level":["Thesis"],"thesis:degree_name":["Master of Science"]},"updated_at":"2026-07-24T01:45:01Z"}