A shape parameter is a numerical value that characterizes the form or configuration of a probability distribution, influencing its skewness, kurtosis, or other aspects of its shape. By adjusting the shape parameter, one can model a variety of distribution behaviors, making it a crucial tool in statistical modeling and data analysis.