Factor analysis was conducted on the responses of 683 individuals who completed a 24-item version of the Patient Spiritual Needs Assessment Scale. The results provided strong support for 4 of the 6 dimensions of spiritual needs and weaker support for one of the others. The 6 dimensions were appreciation of art and beauty, meaning and purpose, love and belonging, death/resolution, positivity/gratitude/hope/peace, and the Divine. The coherence of the dimensions is discussed in the context of the scale's intended application.