Kelliher creates and studies interactive media systems for enhancing reflection, learning, healing, and communication. Her work is grounded within the fields of human-computer interaction, multimedia, and interaction design, and is motivated by a desire to integrate computational processes into everyday mediated experiences. Her current research explores the role of design in multiple interdisciplinary contexts including healthcare, learning cultures, and future studies.