Point pattern analysis is a spatial statistical method used to study the distribution of events or objects in a given space, helping to identify patterns such as clustering, randomness, or regularity. It is crucial in fields like ecology, epidemiology, and urban planning, where understanding spatial arrangements can inform decision-making and reveal underlying processes influencing those patterns.