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In the context of high-quality Career and Technical Education (CTE) programs of study, data collection is invaluable as it provides essential insights into program effectiveness, allowing educators to identify areas for improvement, make informed decisions, demonstrate impact to stakeholders, and ultimately ensure students are receiving the best possible career preparation through tailored adjustments to curriculum and instruction based on real-time data analysis. 

Examples of data that can be collected in a CTE program:
Student demographics: Age, ethnicity, socioeconomic status  

Academic performance: Grades in CTE courses, core academic subjects  

Career pathway selection: Industry focus, career goals  

Work-based learning participation: Internship placements, hours worked  

Post-graduation outcomes: Employment status, salary, further education  

Employer feedback: Satisfaction with student skills and preparedness  

In conclusion, robust data collection practices are fundamental to building high-quality CTE programs that effectively prepare students for successful careers by enabling continuous improvement, informed decision-making, and strong accountability to stakeholders. 

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