Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program

Juha Pärkkä, Juho Merilahti, Elina M. Mattila, Esko Malm, Kari Antila, Martti T. Tuomisto, Ari V. Saarinen, Mark van Gils, Ilkka Korhonen

Research output: Contribution to journalArticleScientificpeer-review

20 Citations (Scopus)

Abstract

Individual wellness comprises both psychological and physiological wellbeing, which are interrelated. In long-term monitoring of wellness, both components should be included. Work-related stress and burnout are persistent problems in industrial countries. Early identification of work-related stress symptoms and early intervention could reduce individual suffering and improve the working productivity and creativity. The goal of this study was to explore the relationship between physiological and psychological variables measured at home by the users themselves or automatically. In all, 17 (3 males and 14 females, age 40-62) people participating in a work ability rehabilitation program (due to work overload) were monitored for three months. Physiological and behavioral variables (activity, bed occupancy, heart rate (HR) and respiration during night, HR during day, blood pressure, steps, weight, room illumination, and temperature) were measured with different unobtrusive wireless sensors. Daily self-assessment of stress, mood, and behaviors (exercise, sleep) were collected using a mobile phone diary. The daily self-assessment of stress and the Derogatis stress profile questionnaire were used as reference for stress status. Results show modest, but significant pooled overall correlations between self-assessed stress level, and physiological and behavioral variables (e.g., sleep length measured with wrist-worn activity monitor: ? = ?0.22, p < 0.001, and variance of nightly bedroom illumination: ? = 0.13, p < 0.001). Strong, but sometimes conflicting correlations can be found at individual level, suggesting individual reactions to stress in daily life.
Original languageEnglish
Pages (from-to)141-151
JournalIEEE Transactions on Information Technology in Biomedicine
Volume13
Issue number2
DOIs
Publication statusPublished - 2009
MoE publication typeA1 Journal article-refereed

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Aptitude
Patient rehabilitation
Rehabilitation
Psychology
Lighting
Sleep
Bed Occupancy
Heart Rate
Cell Phones
Creativity
Wrist
Psychological Stress
Respiration
Blood Pressure
Efficiency
Weights and Measures
Blood pressure
Temperature
Mobile phones
Productivity

Keywords

  • actigraph
  • behavior
  • heart rate (HR)
  • psychological and physiological variables
  • sleep
  • stress
  • wellness monitoring

Cite this

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title = "Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program",
abstract = "Individual wellness comprises both psychological and physiological wellbeing, which are interrelated. In long-term monitoring of wellness, both components should be included. Work-related stress and burnout are persistent problems in industrial countries. Early identification of work-related stress symptoms and early intervention could reduce individual suffering and improve the working productivity and creativity. The goal of this study was to explore the relationship between physiological and psychological variables measured at home by the users themselves or automatically. In all, 17 (3 males and 14 females, age 40-62) people participating in a work ability rehabilitation program (due to work overload) were monitored for three months. Physiological and behavioral variables (activity, bed occupancy, heart rate (HR) and respiration during night, HR during day, blood pressure, steps, weight, room illumination, and temperature) were measured with different unobtrusive wireless sensors. Daily self-assessment of stress, mood, and behaviors (exercise, sleep) were collected using a mobile phone diary. The daily self-assessment of stress and the Derogatis stress profile questionnaire were used as reference for stress status. Results show modest, but significant pooled overall correlations between self-assessed stress level, and physiological and behavioral variables (e.g., sleep length measured with wrist-worn activity monitor: ? = ?0.22, p < 0.001, and variance of nightly bedroom illumination: ? = 0.13, p < 0.001). Strong, but sometimes conflicting correlations can be found at individual level, suggesting individual reactions to stress in daily life.",
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author = "Juha P{\"a}rkk{\"a} and Juho Merilahti and Mattila, {Elina M.} and Esko Malm and Kari Antila and Tuomisto, {Martti T.} and Saarinen, {Ari V.} and {van Gils}, Mark and Ilkka Korhonen",
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}

Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program. / Pärkkä, Juha; Merilahti, Juho; Mattila, Elina M.; Malm, Esko; Antila, Kari; Tuomisto, Martti T.; Saarinen, Ari V.; van Gils, Mark; Korhonen, Ilkka.

In: IEEE Transactions on Information Technology in Biomedicine, Vol. 13, No. 2, 2009, p. 141-151.

Research output: Contribution to journalArticleScientificpeer-review

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T1 - Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program

AU - Pärkkä, Juha

AU - Merilahti, Juho

AU - Mattila, Elina M.

AU - Malm, Esko

AU - Antila, Kari

AU - Tuomisto, Martti T.

AU - Saarinen, Ari V.

AU - van Gils, Mark

AU - Korhonen, Ilkka

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AB - Individual wellness comprises both psychological and physiological wellbeing, which are interrelated. In long-term monitoring of wellness, both components should be included. Work-related stress and burnout are persistent problems in industrial countries. Early identification of work-related stress symptoms and early intervention could reduce individual suffering and improve the working productivity and creativity. The goal of this study was to explore the relationship between physiological and psychological variables measured at home by the users themselves or automatically. In all, 17 (3 males and 14 females, age 40-62) people participating in a work ability rehabilitation program (due to work overload) were monitored for three months. Physiological and behavioral variables (activity, bed occupancy, heart rate (HR) and respiration during night, HR during day, blood pressure, steps, weight, room illumination, and temperature) were measured with different unobtrusive wireless sensors. Daily self-assessment of stress, mood, and behaviors (exercise, sleep) were collected using a mobile phone diary. The daily self-assessment of stress and the Derogatis stress profile questionnaire were used as reference for stress status. Results show modest, but significant pooled overall correlations between self-assessed stress level, and physiological and behavioral variables (e.g., sleep length measured with wrist-worn activity monitor: ? = ?0.22, p < 0.001, and variance of nightly bedroom illumination: ? = 0.13, p < 0.001). Strong, but sometimes conflicting correlations can be found at individual level, suggesting individual reactions to stress in daily life.

KW - actigraph

KW - behavior

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