Challenges in resource allocation include budget constraints, fluctuating patient volumes, and varying patient acuity levels. Additionally, there may be disparities in resource distribution between different units or shifts. Addressing these challenges requires proactive planning, efficient management practices, and open communication among all stakeholders.