Burnout, Healthcare Workers
Conditions
Keywords
Registered Nurses, Artificial intelligence, Wearable
Brief summary
The purpose of this study is to develop a technology to predict burnout in RNs by measuring workplace, psychological, and physiological factors experienced by nurses.
Interventions
None listed
Sponsors
National Institute of Nursing Research (NINR)
Mayo Clinic
Study design
Observational model
COHORT
Time perspective
PROSPECTIVE
Eligibility
Sex/Gender
ALL
Age
20 Years to 62 Years
Healthy volunteers
Yes
Inclusion criteria
* Employed as a registered nurse at Mayo Clinic Rochester or Mayo Clinic Florida. * Primary work assignment is one of the following: medical-surgical units, operating and recovery rooms, emergency room, intensive/cardiac care units, or other special care units (including neonatal intensive care units and newborn nurseries). * Proficient in written and spoken English. * Able to provide written informed consent.
Exclusion criteria
\- Any exception to above criteria.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Maslach Burnout Inventory-Human Services Survey (MBI-HSS) | Baseline, 3 months, 6 months, 9 months, 12 months | Self-reported Maslach Burnout Inventory-Human Services Survey (MBI-HSS) assess clinician well-being in dimensions of burnout, engagement, and professional satisfaction. 22-item questionnaire ranking job-related feeling on 0 to 6 scale; 0 = never had this feeling, 6 = every day had this feeling |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Change in LASA Quality of Life Scale | Baseline, 3 months, 6 months, 9 months, 12 months | Linear Analogue Self-Assessment (LASA) 6-item questionnaire that assess feelings during the past week on an individual question scale of 0 to 10; 0 = as bad as it can be, 10 = as good as it can be. Total scores range 6-60 with higher scores indicating better perception of quality of life. |
| Sense of belonging | Baseline | Measured using a 2- item self-reported questionnaire on sense of belonging to the nursing unit and hospital on an individual question scale of 0 to 4; 0=no opinion, 4=very strong. Total scores range from 0 to 8 with higher score indicating a greater sense of belonging. |
| Change in Food Intake Questionnaire | Baseline, 3 months, 6 months, 9 months, 12 months | Measured using a self-reported multifactor food intake 16-item questionnaire that assess how many times per day, week or month subjects ate each food on a scale of never, 1-3 times last month, 1-2 times per week, 3-4 times per week, 5-6 times per week, 1 time per day, 2 times per day, 3 times per day, 4 or more times per day |
| Change in Quick Inventory of Depressive Symptomatology (QIDS-SR) | Baseline, 3 months, 6 months, 9 months, 12 months | Self-reported Quick Inventory of Depressive Symptomatology (QIDS-SR) is a 16-item questionnaire that rates depression symptoms over the past seven days on an individual question scale of 0 to 3. Total scores range from 0 to 27 with higher scores indicating greater severity of depressive symptoms. |
| Daily heart rate | 12 months | Measured by smartwatch that is worn daily by the subject reported in beats per minute |
| Daily physical activity | 12 months | Measured by smartwatch that is worn daily by the subject reported in time spent in activity (minutes) |
| Daily step count | 12 months | Measured by smartwatch that is worn daily by the subject reported in number of steps per day |
| Sleep quality | Every day over 12-month study period | Measures by smartwatch that is worn daily by the subject reported in hours of sleep |
Countries
United States
Outcome results
None listed