Study Information
- First Author: Jang
- Year: 2024
- Paper DOI: https://doi.org/10.1038/s41597-024-04147-6
- Topics: panic symptoms, digital phenotyping, behavior
Data Characteristics
- Participants: 43 (patients diagnosed with mood disorders, anxiety disorders, trauma and stressor-related disorders, and obsessive-compulsive and related disorder)
- Time Points: 402
- Days: 402
- Beeps per Day: 1
- Sampling Scheme: 1x/day in the evening
- Raw Timestamp: yes
- Implicit Missingness: yes
Data Availability
- Cross-sectional Data: yes
- Passive Sensor Data: yes
- Link to Original Data: https://zenodo.org/records/14190139
- Link to Codebook: https://static-content.springer.com/esm/art%3A10.1038%2Fs41597-024-04147-6/MediaObjects/41597_2024_4147_MOESM1_ESM.pdf
- Link to Code: https://github.com/DigitalHealthcareLab/24PanicPrediction
- License: CC-BY 4.0
Data Access
- Zenodo DOI: 10.5281/zenodo.17347469
- R:
openesm::get_dataset("0017_jang") - Python:
openesm.get_dataset("0017_jang")
Additional Comments
some item coding unclear; large amount of additional data available on Zenodo; number of max. time points calculated as the maximum span between first and last date in the data set; raw time stamp only for some variables
Citation
Jang, S., hui Sun, T., Shin, S., Lee, H.-J., Shin, Y.-B., Yeom, J. W., Park, Y. R., & Cho, C.-H. (2024). A digital phenotyping dataset for impending panic symptoms: A prospective longitudinal study. Scientific Data, 11(1), 1264. https://doi.org/10.1038/s41597-024-04147-6
Changelog
No changes yet.
Variables
| Name | Description | Type | Answer Categories | Details | Labels | Transformation | Source | Assessment Type | Construct | Comments |
|---|---|---|---|---|---|---|---|---|---|---|
| id | Participant ID | categorical | Daily | |||||||
| day | Day of study | other | Daily | |||||||
| beep | Beep of the day | other | Daily | |||||||
| date | Date | Date | Daily | |||||||
| hr_var | Heart rate variance | numeric | Passive | heart rate, physiological measure | ||||||
| hr_max | Heart rate maximum | numeric | Passive | heart rate, physiological measure | ||||||
| hr_mean | Heart rate mean | numeric | Passive | heart rate, physiological measure | ||||||
| hr_hvar_mean | Daily average of the variance of the heart rate calculated every hour | numeric | Passive | heart rate, physiological measure | ||||||
| alcohol | Alcohol consumption | binary | 2 | Wording unclear | Daily | alcohol, substance use | ||||
| coffee | Coffee consumption | binary | 2 | Wording unclear | Daily | caffeine, substance use | ||||
| smoking | Smoking | binary | 2 | Wording unclear | Daily | smoking, nicotine, substance use | ||||
| menstruation | Menstruation | binary | 2 | Wording unclear | Daily | menstruation | ||||
| exercise | Exercise | binary | 2 | Wording unclear | Daily | exercise, physical activity, activity, context | ||||
| panic | Panic | binary | 2 | Wording unclear | Daily | panic, anxiety, neuroticism, big five, psychopathology | ||||
| positive_feeling | Positive feeling | rating_scale | 4 | Wording and answer categories unclear | Daily | positive affect, affect | ||||
| negative_feeling | Negative feeling | rating_scale | 4 | Wording and answer categories unclear | Daily | negative affect, affect | ||||
| positive_energy | Positive energy | rating_scale | 4 | Wording and answer categories unclear | Daily | energy, positive affect, affect | ||||
| negative_energy | Negative energy | rating_scale | 4 | Wording and answer categories unclear | Daily | negative affect, affect | ||||
| anxiety | Anxiety | rating_scale | 4 | Wording and answer categories unclear | Daily | anxiety, negative affect, affect, neuroticism, big five | ||||
| annoying | Annoying | rating_scale | 4 | Wording and answer categories unclear | Daily | negative affect, affect | ||||
| anxiety_control | Anxiety control questionnaire | numeric | Sum score | Anxiety control questionnaire | Daily | anxiety control, anxiety, neuroticism, big five | Irregular time interval | |||
| agoraphobia | Agoraphobia | numeric | Sum score | Albany Panic and Phobia Questionnaire - Agoraphobia section | Daily | agoraphobia, anxiety, neuroticism, big five, psychopathology | Irregular time interval | |||
| social_phobia | Social phobia | numeric | Sum score | Albany Panic and Phobia Questionnaire - Social Phobia section | Daily | social phobia, neuroticism, big five, psychopathology | Irregular time interval | |||
| interoceptive_fear | Interoceptive fear | numeric | Sum score | Albany Panic and Phobia Questionnaire - Interoceptive fear section | Daily | interoceptive fear, neuroticism, big five, psychopathology | Irregular time interval | |||
| body_shape | Body shape | numeric | Sum score | Body shape questionnaire | Daily | body satisfaction, body image, self-concept | Irregular time interval | |||
| fear_negative_evaluation | Fear of negative evaluation | numeric | Sum score | Brief Fear of Negative Evaluation | Daily | fear, social anxiety, neuroticism, big five | Irregular time interval | |||
| depression_ces | CES-Depression | numeric | Sum score | Center for Epidemiologic Studies Depression Scale | Daily | depression, neuroticism, big five, psychopathology | Irregular time interval | |||
| generalized_anxiety | Generalixed anxiety | numeric | Sum score | Generalized Anxiety Disorder-7 scale | Daily | anxiety, neuroticism, big five, psychopathology | Irregular time interval | |||
| occupational_stress | Occupational stress | numeric | Sum score | Korean Occupational Stress Scale- Short Form scale | Daily | occupational stress, work stress, stress | Irregular time interval | |||
| depression_phq | PHQ-Depression | numeric | Sum score | Patient Health Questionnaire-9 Scale | Daily | depression, neuroticism, big five, psychopathology | Irregular time interval | |||
| social_avoidance_distress | Social avoidance and distress | numeric | Sum score | Social Avoidance and Distress Scale | Daily | social avoidance, social anxiety, anxiety, neuroticism, big five | Irregular time interval | |||
| state_anxiety | State anxiety | numeric | Sum score | State-Trait Anxiety Inventory – State Anxiety section | Daily | anxiety, neuroticism, big five, psychopathology | Irregular time interval | |||
| steps_maximum | Maximum steps per minute | numeric | Passive | step count, physical activity, activity | ||||||
| steps_mean | Mean steps per minute | numeric | Passive | step count, physical activity, activity | ||||||
| steps_hvar_mean | Daily average of step count variance calculated every hour | numeric | Passive | step count, physical activity, activity | ||||||
| hr_acrophase | Heart rate acrophase | numeric | Passive | heart rate, circadian rhythm, physiological measure | ||||||
| hr_amplitude | Heart rate amplitude | numeric | Passive | heart rate, circadian rhythm, physiological measure | ||||||
| hr_mesor | Heart rate mesor | numeric | Passive | heart rate, circadian rhythm, physiological measure | ||||||
| bandpower_0_001_0_0005hz | Heart rate bandpower of 0.001- 0.0005Hz | numeric | Passive | heart rate variability, heart rate, physiological measure | ||||||
| bandpower_0_0005_0_0001hz | Heart rate bandpower of 0.0005- 0.0001Hz | numeric | Passive | heart rate variability, heart rate, physiological measure | ||||||
| bandpower_0_0001_0_00005hz | Heart rate bandpower of 0.0001- 0.00005Hz | numeric | Passive | heart rate variability, heart rate, physiological measure | ||||||
| bandpower_0_00005_0_00001hz | Heart rate bandpower of 0.00005- 0.00001Hz | numeric | Passive | heart rate variability, heart rate, physiological measure | ||||||
| sleep_duration | Sleep duration | numeric | Passive | sleep duration, sleep | ||||||
| sleep_onset_time | Sleep onset time | numeric | Passive | sleep start, sleep | ||||||
| sleep_out_time | Sleep out time | numeric | Passive | sleep end, sleep |