This research helps students and professionals understand hiring discrimination and glass ceiling effects. Use in organizational behavior, diversity, or labor economics courses to demonstrate bias measurement methodologies. HR professionals can reference findings to recognize unconscious bias in recruitment. Supports discussions on workplace equality, implicit leadership theory applications, and evidence-based diversity initiatives. Valuable for policy analysis and discrimination research methodologies.