Frequency distributions are a statistical method used to organize and summarize data by showing how often each value or range of values occurs within a dataset. This method is crucial in quantitative analysis as it provides insights into the patterns and trends of artifact characteristics, allowing researchers to identify commonalities and differences across different contexts.