Joshi is often called India's first woman doctor. A more precise description is that she was the first woman from India to earn a medical degree in the United States and among the earliest Indian women with a Western medical qualification. Kadambini Ganguly pursued a parallel path through medical education in Calcutta and developed a substantial clinical career.
Focusing only on credentials can also hide women already providing birth attendance, household treatment, and specialised care outside degree-granting institutions. Joshi's achievement changed professional possibility; it did not begin women's medical work in India.
Her image has served nationalism, feminism, institutional commemoration, and stories of assimilation. Returning to her own words helps preserve contradiction: she could criticise constraints while valuing cultural belonging, and she could exercise agency within circumstances she did not freely choose.