Wallace, Meredith L.
Frank, Ellen
McClung, Colleen A.
Cote, Sarah E.
Kendrick, Jeremy
Payne, Skylar
Frost-Pineda, Kimberly https://orcid.org/0000-0001-8991-4148
Leach, Jeremy
Matthews, Mark J.
Choudhury, Tanzeem
Kupfer, David J.
Funding for this research was provided by:
U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (R44MH113520, R44MH113520, R44MH113520, R44MH113520, R44MH113520, R44MH113520)
U.S. Department of Health & Human Services | NIH | National Institute of Mental Health
U.S. Department of Health & Human Services | NIH | National Institute of Mental Health
U.S. Department of Health & Human Services | NIH | National Institute of Mental Health
U.S. Department of Health & Human Services | NIH | National Institute of Mental Health
U.S. Department of Health & Human Services | NIH | National Institute of Mental Health
Article History
Received: 24 January 2024
Revised: 25 July 2024
Accepted: 29 July 2024
First Online: 26 August 2024
Competing interests
: The authors declare the following commercial and/or financial relationships with Health Rhythms, Inc, the developer of the digital measurement platform that is the focus of this report. EF, JL, and SP are employees of and hold equity in Health Rhythms, Inc. KFP is an employee of Health Rhythms, Inc. MJM and TC are advisors to and hold equity in Health Rhythms, Inc. DJK holds equity in Health Rhythms, Inc. MLW serves as a part-time paid consultant to Health Rhythms, Inc. and is also a statistical consultant for Noctem Health and Sleep Number Bed Corporation. CAM serves on the review committee for the Alkermes Pathway Awards and serves on the scientific council for BD2. CAM receives funding from the Center for Adolescent Reward Rhythms and Sleep (CARRS; NIDA P50DA046346), NS127064, and the WoodNext Fund. JK and SEC declare that they have no commercial or financial relationships that could be construed as a potential conflict of interest.