Determining the appropriate time horizon depends on several factors including the nature of the disease, the objectives of the study, and the available resources. For chronic diseases like diabetes or heart disease, a longer time horizon might be necessary to observe the long-term effects of interventions or the natural progression of the disease. For infectious diseases, a shorter time frame might be adequate to study the immediate impact of an outbreak or the effectiveness of quarantine measures.