Predicting stress in first-year college students using sleep data from wearable devices

• Laura S. P. Bloomfield ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: lbloomfi@uvm.edu; chris.danforth@uvm.edu

  Affiliations Gund Institute for Environment, University of Vermont, Burlington, Vermont, United States of America, Department of Mathematics & Statistics, University of Vermont, Burlington, Vermont, United States of America, Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

  https://orcid.org/0000-0003-0416-3440

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• Mikaela I. Fudolig,

  Roles Data curation, Formal analysis, Methodology, Writing – review & editing

  Affiliations Department of Mathematics & Statistics, University of Vermont, Burlington, Vermont, United States of America, Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

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• Julia Kim,

  Roles Project administration

  Affiliation Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

  https://orcid.org/0009-0009-3642-1169

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• Jordan Llorin,

  Roles Project administration

  Affiliation Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

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• Juniper L. Lovato,

  Roles Funding acquisition, Writing – review & editing

  Affiliation Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

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• Ellen W. McGinnis,

  Roles Conceptualization, Writing – review & editing

  Affiliations Department of Social Science and Health Policy, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America, Center for Remote Patient and Participant Monitoring, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America

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• Ryan S. McGinnis,

  Roles Conceptualization, Writing – review & editing

  Affiliations Center for Remote Patient and Participant Monitoring, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America, Department of Biomedical Engineering, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States of America

  https://orcid.org/0000-0001-8396-6967

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• Matt Price,

  Roles Conceptualization, Writing – review & editing

  Affiliations Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America, Department of Psychological Science, University of Vermont, Burlington, Vermont, United States of America

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• Taylor H. Ricketts,

  Roles Conceptualization, Writing – review & editing

  Affiliations Gund Institute for Environment, University of Vermont, Burlington, Vermont, United States of America, Rubenstein School of Environment and Natural Resources, University of Vermont, Burlington, Vermont, United States of America

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• Peter Sheridan Dodds,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  Affiliations Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America, Department of Computer Science, University of Vermont, Burlington, Vermont, United States of America

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• Kathryn Stanton,

  Roles Project administration

  Affiliation Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

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• Christopher M. Danforth

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  * E-mail: lbloomfi@uvm.edu; chris.danforth@uvm.edu

  Affiliations Gund Institute for Environment, University of Vermont, Burlington, Vermont, United States of America, Department of Mathematics & Statistics, University of Vermont, Burlington, Vermont, United States of America, Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, United States of America

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