To conduct maximum variation sampling, researchers first identify the key dimensions that are likely to vary among the population. These dimensions could include age, gender, ethnicity, socioeconomic status, and geographic location. Once these dimensions are established, researchers then select participants who represent the full spectrum of these variations. This ensures that the sample is as diverse as possible, allowing for a rich exploration of the research topic.