Low-Burden Digital Phenotyping of Affective Risk: Positive Emoji Usage, Speech Rate, and Sleep Relate to College Student Mental Health.

Henry RD, Singh K, Anderson GM, Goldammer L, Kapitula A, Morse C, Rivera J, Wasilevich V, Behera S, Li Y, Jamieson J, Maddala T

Open source

DOI: 10.21203/rs.3.rs-9226835/v1
Published: 2026 Apr 16
Container: Research square
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-9226835/v1,
  title = {Low-Burden Digital Phenotyping of Affective Risk: Positive Emoji Usage, Speech Rate, and Sleep Relate to College Student Mental Health.},
  author = {Henry RD and Singh K and Anderson GM and Goldammer L and Kapitula A and Morse C and Rivera J and Wasilevich V and Behera S and Li Y and Jamieson J and Maddala T},
  year = {2026},
  journal = {Research square},
  doi = {10.21203/rs.3.rs-9226835/v1},
  url = {https://doi.org/10.21203/rs.3.rs-9226835/v1}
}

RIS

TY  - JOUR
TI  - Low-Burden Digital Phenotyping of Affective Risk: Positive Emoji Usage, Speech Rate, and Sleep Relate to College Student Mental Health.
AU  - Henry RD
AU  - Singh K
AU  - Anderson GM
AU  - Goldammer L
AU  - Kapitula A
AU  - Morse C
AU  - Rivera J
AU  - Wasilevich V
AU  - Behera S
AU  - Li Y
AU  - Jamieson J
AU  - Maddala T
PY  - 2026
JO  - Research square
DO  - 10.21203/rs.3.rs-9226835/v1
UR  - https://doi.org/10.21203/rs.3.rs-9226835/v1
ER  -

APA

RD, H., K, S., GM, A., L, G., A, K., C, M., J, R., V, W., S, B., Y, L., J, J., & T, M. (2026). Low-Burden Digital Phenotyping of Affective Risk: Positive Emoji Usage, Speech Rate, and Sleep Relate to College Student Mental Health.. Research square. https://doi.org/10.21203/rs.3.rs-9226835/v1

Source records

pubmed · retrieved 2026-09-26T17:15:08.413Z