Engaging girls in computer science: gender differences in attitudes and beliefs about learning scratch and python

A continued gender disparity has driven a need for effective interventions for recruiting girls to computer science. Prior research has demonstrated that middle school girls hold beliefs and attitudes that keep them from learning computer science, which can be mitigated through classroom design. Thi...

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Published in:Computer science education Vol. ahead-of-print; no. ahead-of-print; pp. 1 - 21
Main Authors: Zdawczyk, Christina, Varma, Keisha
Format: Journal Article
Language:English
Published: Norwood Routledge 02.10.2023
Taylor & Francis Ltd
Subjects:
adolescence
Attitudes
belonging
block-based programming
Classroom Design
Computer science
Computer science education
Effectiveness
gender
Gender aspects
Girls
Learning
Middle schools
programming
Programming environments
Programming languages
Python
Recruitment
ISSN:0899-3408, 1744-5175
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Abstract A continued gender disparity has driven a need for effective interventions for recruiting girls to computer science. Prior research has demonstrated that middle school girls hold beliefs and attitudes that keep them from learning computer science, which can be mitigated through classroom design. This study investigated whether programming environment design has a similar effect, to assess the potential utility of block-based programming (Scratch) for recruiting girls to computer science compared to traditional text-based programming (Python). One hundred and eighty-seven upper elementary and middle school students were surveyed to understand stereotype concern, sense of belonging, interest, and self-efficacy at baseline and after being shown each programming environment. Results indicated that stereotype concern was high for girls across all three conditions. Significantly more girls than boys showed interest in learning computer science in Scratch compared to Python. Belonging, interest, and self-efficacy were inter-correlated for both genders. Although girls demonstrated low self-efficacy across all conditions, more girls showed interest in learning to program through Scratch. Additionally, both girls and boys demonstrated higher self-efficacy in Scratch than in Python. This suggests that using block-based programming languages may be effective for recruiting girls to study computer science.
AbstractList Background and ContextA continued gender disparity has driven a need for effective interventions for recruiting girls to computer science. Prior research has demonstrated that middle school girls hold beliefs and attitudes that keep them from learning computer science, which can be mitigated through classroom design.ObjectiveThis study investigated whether programming environment design has a similar effect, to assess the potential utility of block-based programming (Scratch) for recruiting girls to computer science compared to traditional text-based programming (Python).MethodOne hundred and eighty-seven upper elementary and middle school students were surveyed to understand stereotype concern, sense of belonging, interest, and self-efficacy at baseline and after being shown each programming environment.FindingsResults indicated that stereotype concern was high for girls across all three conditions. Significantly more girls than boys showed interest in learning computer science in Scratch compared to Python. Belonging, interest, and self-efficacy were inter-correlated for both genders.ImplicationsAlthough girls demonstrated low self-efficacy across all conditions, more girls showed interest in learning to program through Scratch. Additionally, both girls and boys demonstrated higher self-efficacy in Scratch than in Python. This suggests that using block-based programming languages may be effective for recruiting girls to study computer science.
A continued gender disparity has driven a need for effective interventions for recruiting girls to computer science. Prior research has demonstrated that middle school girls hold beliefs and attitudes that keep them from learning computer science, which can be mitigated through classroom design. This study investigated whether programming environment design has a similar effect, to assess the potential utility of block-based programming (Scratch) for recruiting girls to computer science compared to traditional text-based programming (Python). One hundred and eighty-seven upper elementary and middle school students were surveyed to understand stereotype concern, sense of belonging, interest, and self-efficacy at baseline and after being shown each programming environment. Results indicated that stereotype concern was high for girls across all three conditions. Significantly more girls than boys showed interest in learning computer science in Scratch compared to Python. Belonging, interest, and self-efficacy were inter-correlated for both genders. Although girls demonstrated low self-efficacy across all conditions, more girls showed interest in learning to program through Scratch. Additionally, both girls and boys demonstrated higher self-efficacy in Scratch than in Python. This suggests that using block-based programming languages may be effective for recruiting girls to study computer science.
Author Zdawczyk, Christina
Varma, Keisha
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  surname: Varma
  fullname: Varma, Keisha
  organization: University of Minnesota Twin Cities
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Snippet A continued gender disparity has driven a need for effective interventions for recruiting girls to computer science. Prior research has demonstrated that...
Background and ContextA continued gender disparity has driven a need for effective interventions for recruiting girls to computer science. Prior research has...
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SubjectTerms adolescence
Attitudes
belonging
block-based programming
Classroom Design
Computer science
Computer science education
Effectiveness
gender
Gender aspects
Girls
Learning
Middle schools
programming
Programming environments
Programming languages
Python
Recruitment
Title Engaging girls in computer science: gender differences in attitudes and beliefs about learning scratch and python
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