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Declaration

Published On: International Journal of Management and Humanities (IJMH)

Published By: Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP)

Conflicts of Interest: Based on my understanding, this article has no conflicts of interest.

Funding Support: This article has not been sponsored or funded by any organization or agency.

Ethical Approval and Consent to Participate: No, the article does not require ethical approval and consent to participate, with evidence.

Data Access Statement and Material Availability: Yes, it is relevant. Availability of These data are accessible to the public at https://www.census.gov/programs-surveys/sipp/data/datasets/2023-ata/2023.

Authors Contributions: D’Jaris James, doctoral student and primary author. Credit Statement: Conceptualisation, Data Curation, Methodology, Writing-Original Draft. Dr Juritsa Ford CRediT Statement: Supervision, Writing-Review & Editing.