Which of the following is a component of effective intervention measurement?

Collecting both quantitative and qualitative data is a key component of effective intervention measurement because it provides a comprehensive view of a student's progress. Quantitative data, which includes numerical metrics such as test scores and attendance rates, allows for objective evaluation of outcomes and can help track measurable changes over time. On the other hand, qualitative data, which encompasses insights from observations, interviews, and personal experiences, adds depth to the understanding of a student's situation, capturing factors that numbers alone might overlook.

By integrating both types of data, practitioners can better assess the effectiveness of their interventions, tailor their approaches to meet individual needs, and communicate more effectively with stakeholders, including educators and families. This balanced approach ensures that interventions are monitored from multiple angles, facilitating responsive and informed adjustments to support student success.