Addressing demographic biases is vital to achieving equitable health outcomes. If certain groups are consistently underrepresented in research, interventions may not be effective for those populations, perpetuating health disparities. Moreover, accurate health data is essential for developing policies that are inclusive and beneficial for all segments of society. Without addressing these biases, public health initiatives risk being ineffective or even harmful to certain groups.