Multiple factors can lead to the formation of undesired by-products. For example, variations in reaction conditions such as temperature, pressure, and reactant concentrations can shift the equilibrium towards undesired pathways. Additionally, the presence of impurities in the reactants or the catalyst itself can also lead to side reactions. Over time, catalyst deactivation or the formation of [catalyst poisons](href) can further exacerbate the issue.