Table 7.
Type (%) and subtype (%) | Personalized anchor (user ID) | ||
Behavior: visible activities or timing of such activities (38) | |||
|
Sleep: quality, duration, timing, need (12) | Stay up all night (2001) Oversleeping (2003) Nocturnal (2016) |
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Social: nonaggressive interactions with other people (8) | Enjoy seeing people (2005) More social (2016) Avoiding family & friends (2041) |
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Risky: increasing risk of injury or harm (4) | Buying things I don’t need (2003) Running traffic lights (2008) Driving too fast (2041) |
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Self-care: eating, drinking, grooming, hygiene, medications (4) | Well-fed (2001) Grooming, not shaving (2008) Forgetting meds (2016) |
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|
Leisure: for relaxation or enjoyment, including over engagement (3) | Making art (2003) Watching movies (2008) Exercising, walking (2041) |
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|
Speech: rate, rhythm, or volume of speech (3) | Less talkative (2016) | |
|
Work: employment, school, home care, volunteering (2) | Productive (2001) Study for 3-5 hours (2008) Going to work and school (2016) |
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|
Aggression: physical or psychological harm to person, object, or self (1) | Actively trying to harm self (2003) Super aggressive (2005) Self-harm (2016) |
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Substance: ingestion of psychoactive substances (1) | Drinking to dangerous excess (2001) | |
Cognition: acquiring knowledge and understanding through thought, experience, and senses (28) | |||
|
Content: what one is thinking about (17) | Life is not worth living (2001) Have lots of new ideas (2003) Odd thoughts (2008) |
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|
Process: logic, organization, coherence, and speed of thinking (10) | Faster thinking (2003) Bad judgment (2005) Problems with any decision (2041) |
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|
Perception: sensory processing, disturbances of sensory processing (1) | Hallucinations (2003) | |
Mood: emotional or affective state (17) | |||
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Negative: unpleasant, disagreeable, lack of pleasure (10) | Irritable (2003) Persistent crabbiness (2005) Sad mood, “feeling down” (2041) |
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|
Positive: good, affirmative, or constructive (6) | Things are so exciting (2001) Laugh (2005) Easier to smile (2041) |
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Physical: relating to the body (10) | |||
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Energy: strength and vitality (9) | Feel fatigued (2001) More restless (2008) Restless (2016) |
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Appetite: desire for food (1) | Not hungry (2001) Force self to eat (2005) |
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Motivation: reasons or drive to engage in behavior (7) | |||
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N/Aa | Willing to try anything (2001) Loss of interest (2008) Easier to maintain a routine (2041) |
aN/A: not applicable.