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The most likely group of individuals to benefit from using Respiratory Protective Equipment (RPE) on construction sites is construction workers. This is because construction workers are often exposed to various airborne hazards, such as dust, fumes, and other contaminants that can have serious health effects if inhaled over time. RPE is specifically designed to protect the respiratory system from these harmful substances.

Construction workers are frequently in environments where they may not only be working with materials that create dust but also where processes like cutting, grinding, or welding can generate dangerous particles and gases. Therefore, using RPE helps to minimize the risk of respiratory illnesses and acute effects from inhaling harmful substances, promoting a safer working environment.

In contrast, while management staff, administrative personnel, and visitors may be exposed to certain site hazards, they are generally not engaged in processes that pose the same level of direct, prolonged exposure to respiratory risks. Thus, their need for RPE is comparatively lower, making construction workers the group that most directly requires and benefits from its use on construction sites.