Dissertations, Theses, and Capstone Projects
Date of Degree
9-2023
Document Type
Dissertation
Degree Name
Ph.D.
Program
Urban Education
Advisor
Terrie Epstein
Committee Members
Wendy Lutrell
Juan Battle
Subject Categories
Curriculum and Instruction | Curriculum and Social Inquiry | Secondary Education
Keywords
Culturally Inclusive Curricula, Artificial Intelligence and Machine Learning, Racial-Self-worth, Civic Efficacy, Civic Engagement, Activism, High School Students
Abstract
This study investigated the impact of culturally sustaining/inclusive curricula (CSP/CIC) and experiences of racism in school on racial-ethnic identity, racial self-worth, civic efficacy, and activism for African American/Black, Latino(a)(x), Asian, and Indigenous youth. The effect of CIC/CSP on developmental psychological self-concepts and the impact of the public health crises occurring in 2020 on curricula and activism was explored. The effect of CIC/CSP on non-White youth from New York City was captured using an interactive web-based survey (n=155) and quantified using a branch of artificial intelligence called machine learning. Consensus narratives and focus groups (n=20) were used to follow up on crowd behavior analysis (AI). The findings revealed that non-White students had stronger connections to their racial-ethnic self-identity and higher levels of civic efficacy and racial self-worth when they engaged with CIC/CSP. When non-White students reported having limited or no engagement with CIC/CSP, they had weaker connections to their racial-ethnic identities, lower civic efficacy, and racial self-worth. CIC/CSP, for example, was a protective factor in supporting important psychological self-concepts, such as racial self-worth and internal locus of control, evidenced in their civic efficacy. Non-White students who engaged in non-traditional forms of activism pre-pandemic and had limited exposure to CIC/CSP doubled high-risk activism since the pandemic. The study found evidence that students may have engaged in high-risk activism as a coping mechanism for racial inequalities in school curricula and the stress of the pandemic. In addition, 65% of non-White students (n=13) in focus groups reported that they experienced Institutional Categorial Racial Ethnic Bias (ICREB), such as having their racial-ethnic identity be identified by their school differently than how they identify. Students in the study reported that they had never learned that math, science, and philosophy originated in Africa. However, there is scientific evidence to support this fact. Implications of the study call for more expansive Afro-centric and Indigenous CIC/CSP that focus on healing-centered approaches to be incorporated in CSP for non-White students. CIC/CSP is particularly important for individuals with African ancestry to support healing from the racial trauma caused by epistemic violence in schools and other racial traumas.
Recommended Citation
Bighach, Leylah M., "Investigating Epistemic Violence in Schools Using Machine Learning (AI) to Explore the Effects of Culturally Inclusive Curricula on High School Students’ Racial-Ethnic and Civic Identities" (2023). CUNY Academic Works.
https://academicworks.cuny.edu/gc_etds/5597
Included in
Curriculum and Instruction Commons, Curriculum and Social Inquiry Commons, Secondary Education Commons