Leslie H. Nicoll emphasizes the importance of purposeful reading for scholars to manage overwhelming reading loads. By defining clear goals, adapting reading speeds, and knowing when to stop, academics can engage with literature effectively. Nicoll advocates for maintaining pleasure reading to enhance overall comprehension and joy in the reading process.