The choice of support material can significantly influence the performance and cost of a catalyst. Supports like alumina, silica, and carbon are commonly used because they are inexpensive and can enhance the stability and dispersion of the active catalytic sites. Innovations in support materials can lead to more efficient and durable catalysts.