It is narrated from Sayyiduna Ibn Amr, may Allah be pleased with him, that the Noble Prophet, peace and blessings be upon him, did not shake hands with women when taking their pledge of allegiance.
Hadith Referenceمسند احمد / مسند المكثرين من الصحابة / 6998