Which metric is primarily an equity indicator?

• A. Outputs such as units delivered.
• B. Outcomes such as improvements in target groups.
• C. Efficiency indicators like cost per unit.
• D. Equity indicators across demographic groups.

Answer: (D)

Evaluating equity means checking how benefits or resources are distributed across different population groups, not just the overall amount delivered or the average outcome. Outputs measure the quantity of services provided, but they don’t tell you who benefits. Outcomes show changes for target groups, which is important, yet without breaking the data down by race, gender, income, or other demographics you can miss disparities. Efficiency looks at cost relative to output and says nothing about fairness or access.

Equity indicators across demographic groups are the clearest way to see fairness in a program’s impact. By comparing metrics across different groups, you can identify who is benefiting and who isn’t, uncover gaps, and target improvements to ensure more equitable results. For example, if a health program raises overall vaccination rates but leaves one community with unchanged rates, the equity indicators reveal that disparity even when the average looks good.

So the best choice is to use measures that explicitly compare across demographic groups, because they directly capture differences in outcomes or access that reflect equity.