The small parameter approximation is a mathematical technique used in perturbation theory where a small parameter is introduced to simplify complex problems by expanding a solution in terms of that parameter. This approach is particularly useful when dealing with systems where the effects of small perturbations can be treated incrementally, leading to approximate solutions that are easier to handle. In the context of physical systems, this method allows for the analysis of the impact of slight changes on energy levels and wave functions.