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Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback.

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  • Additional Information
    • Source:
      Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 0376505 Publication Model: Print Cited Medium: Internet ISSN: 1534-7796 (Electronic) Linking ISSN: 00333174 NLM ISO Abbreviation: Psychosom Med Subsets: MEDLINE
    • Publication Information:
      Publication: Hagerstown, MD : Lippincott Williams & Wilkins
      Original Publication: Baltimore [etc.]
    • Subject Terms:
    • Abstract:
      Objective: Recent developments in research and mobile health enable a quantitative idiographic approach in health research. The present study investigates the potential of an electronic diary crowdsourcing study in the Netherlands for (1) large-scale automated self-assessment for individual-based health promotion and (2) enabling research at both the between-persons and within-persons level. To illustrate the latter, we examined between-persons and within-persons associations between somatic symptoms and quality of life.
      Methods: A website provided the general Dutch population access to a 30-day (3 times a day) diary study assessing 43 items related to health and well-being, which gave participants personalized feedback. Associations between somatic symptoms and quality of life were examined with a linear mixed model.
      Results: A total of 629 participants completed 28,430 assessments, with a mean (SD) of 45 (32) assessments per participant. Most participants (n = 517 [82%]) were women and 531 (84%) had high education. Almost 40% of the participants (n = 247) completed enough assessments (t = 68) to generate personalized feedback including temporal dynamics between well-being, health behavior, and emotions. Substantial between-person variability was found in the within-person association between somatic symptoms and quality of life.
      Conclusions: We successfully built an application for automated diary assessments and personalized feedback. The application was used by a sample of mainly highly educated women, which suggests that the potential of our intensive diary assessment method for large-scale health promotion is limited. However, a rich data set was collected that allows for group-level and idiographic analyses that can shed light on etiological processes and may contribute to the development of empirical-based health promotion solutions.
    • Publication Date:
      Date Created: 20160824 Date Completed: 20170731 Latest Revision: 20181022
    • Publication Date:
      20200827
    • Accession Number:
      10.1097/PSY.0000000000000378
    • Accession Number:
      27551988
  • Citations
    • ABNT:
      VAN DER KRIEKE, L. et al. Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback. Psychosomatic medicine, [s. l.], v. 79, n. 2, p. 213–223, 2017. DOI 10.1097/PSY.0000000000000378. Disponível em: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdc&AN=27551988. Acesso em: 21 set. 2020.
    • AMA:
      van der Krieke L, Blaauw FJ, Emerencia AC, et al. Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback. Psychosomatic medicine. 2017;79(2):213-223. doi:10.1097/PSY.0000000000000378
    • APA:
      van der Krieke, L., Blaauw, F. J., Emerencia, A. C., Schenk, H. M., Slaets, J. P. J., Bos, E. H., de Jonge, P., & Jeronimus, B. F. (2017). Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback. Psychosomatic Medicine, 79(2), 213–223. https://doi.org/10.1097/PSY.0000000000000378
    • Chicago/Turabian: Author-Date:
      van der Krieke, Lian, Frank J Blaauw, Ando C Emerencia, Hendrika M Schenk, Joris P J Slaets, Elisabeth H Bos, Peter de Jonge, and Bertus F Jeronimus. 2017. “Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback.” Psychosomatic Medicine 79 (2): 213–23. doi:10.1097/PSY.0000000000000378.
    • Harvard:
      van der Krieke, L. et al. (2017) ‘Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback’, Psychosomatic medicine, 79(2), pp. 213–223. doi: 10.1097/PSY.0000000000000378.
    • Harvard: Australian:
      van der Krieke, L, Blaauw, FJ, Emerencia, AC, Schenk, HM, Slaets, JPJ, Bos, EH, de Jonge, P & Jeronimus, BF 2017, ‘Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback’, Psychosomatic medicine, vol. 79, no. 2, pp. 213–223, viewed 21 September 2020, .
    • MLA:
      van der Krieke, Lian, et al. “Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback.” Psychosomatic Medicine, vol. 79, no. 2, Feb. 2017, pp. 213–223. EBSCOhost, doi:10.1097/PSY.0000000000000378.
    • Chicago/Turabian: Humanities:
      van der Krieke, Lian, Frank J Blaauw, Ando C Emerencia, Hendrika M Schenk, Joris P J Slaets, Elisabeth H Bos, Peter de Jonge, and Bertus F Jeronimus. “Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback.” Psychosomatic Medicine 79, no. 2 (February 2017): 213–23. doi:10.1097/PSY.0000000000000378.
    • Vancouver/ICMJE:
      van der Krieke L, Blaauw FJ, Emerencia AC, Schenk HM, Slaets JPJ, Bos EH, et al. Temporal Dynamics of Health and Well-Being: A Crowdsourcing Approach to Momentary Assessments and Automated Generation of Personalized Feedback. Psychosomatic medicine [Internet]. 2017 Feb [cited 2020 Sep 21];79(2):213–23. Available from: http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdc&AN=27551988