NCT02786771

Brief Summary

The goal of this study is to evaluate the effectiveness of Spire and Muse on stress management. The study will be implemented as a 2-arm randomized controlled pilot study to assess the effect of either device on stress management from the end of baseline to closeout.

Trial Health

100
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
126

participants targeted

Target at P50-P75 for not_applicable

Timeline
Completed

Started Jul 2016

Shorter than P25 for not_applicable

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

May 23, 2016

Completed
9 days until next milestone

First Posted

Study publicly available on registry

June 1, 2016

Completed
1 month until next milestone

Study Start

First participant enrolled

July 1, 2016

Completed
4 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

November 1, 2016

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

November 1, 2016

Completed
1.5 years until next milestone

Results Posted

Study results publicly available

May 16, 2018

Completed
Last Updated

September 1, 2020

Status Verified

August 1, 2020

Enrollment Period

4 months

First QC Date

May 23, 2016

Results QC Date

March 14, 2018

Last Update Submit

August 29, 2020

Conditions

Keywords

Stress ManagementMindfulnessMeditationStress Resilience

Outcome Measures

Primary Outcomes (1)

  • Difference in Perceived Stress and Stress Resilience From Enrollment to Closeout

    The change of perceived stress and stress resilience within and between Group 1 and 2 from enrollment to closeout. The change of perceived stress is measured by the Perceived Stress Scale-14 (a validated psychological instrument of 14 items), each each rated on a 5 point scale(0-4) for measuring the respondent's perception of stress in the past month.The PSS-14 ranges from 0 to a high score of 56, with a higher score indicating more stress (worse outcome). The change of stress resilience is measured by the Connor-Davidson Stress Resilience Scale (25 items). It evaluates different aspects of stress coping ability that seeks to understand how well respondents would be able to buffer adverse conditions and cope with stress, each rated on a 5 point scale (0-4). The CD-RISC ranges from 0 to 100, with a higher score representing better stress resilience (a better outcome).

    total of 8 weeks (2 weeks of baseline + 6 weeks of intervention)

Study Arms (2)

Spire device without & with feedback

EXPERIMENTAL

Participants will receive a Spire device with user-feedback switched off within 4 days of enrollment in the study (shipped within 2 business days after they finish enrollment survey). Participants will be given 4 days, after enrollment, to set up their device before the 2 weeks of baseline. The 2 week baseline will start 4 days after enrollment. After two weeks of baseline with user-feedback off (and a 3 day transition period), participants will turn on the user-feedback for the Spire device which would provide a relaxation aid for the participant for the 6 remaining weeks.

Device: Spire

Muse device & spire device no feedback

EXPERIMENTAL

Participants in this group will also receive Spire device to assess two weeks of baseline stress levels (with user-feedback off). Participants will be given 4 days, after enrollment, to set up their device before the 2 weeks of baseline. The 2 week baseline will start 4 days after enrollment. After these two weeks, participants will continue to use the Spire device with user feedback off for the remaining 6 weeks while they use the Muse device to manage stress through meditation. They will receive the Muse device 3 days before the end of baseline period with set up instructions and will utilize the three last days of baseline to set up their Muse device, Meditation will begin at the end of baseline (week three) and will continue for the remaining 6 weeks.

Device: SpireDevice: Muse headband

Interventions

SpireDEVICE
Muse device & spire device no feedbackSpire device without & with feedback
Also known as: InteraXon
Muse device & spire device no feedback

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Registered for Partners HealthCare Connected Health Symposium 2016
  • Over 18 years old
  • Able to read and speak English
  • Own a smartphone and have internet connection
  • Willing to wear a Spire device during all hours (except sleep)
  • Willing to use the Muse device (Group 2 ONLY)
  • Willing to participate in a research study and sign the consent form

You may not qualify if:

  • Not Registered for Partners HealthCare Connected Health Symposium 2016
  • Under 18 years old
  • Not able to read and speak English
  • Do not own a smartphone and have internet connection
  • Not willing to wear a Spire device during all hours (except sleep)
  • Not willing to use the Muse device (Group 2 ONLY)
  • Not willing to sign the consent form

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Related Publications (17)

  • Cohen S, Janicki-Deverts D, Miller GE. Psychological stress and disease. JAMA. 2007 Oct 10;298(14):1685-7. doi: 10.1001/jama.298.14.1685. No abstract available.

    PMID: 17925521BACKGROUND
  • Ellis JG, Gehrman P, Espie CA, Riemann D, Perlis ML. Acute insomnia: current conceptualizations and future directions. Sleep Med Rev. 2012 Feb;16(1):5-14. doi: 10.1016/j.smrv.2011.02.002. Epub 2011 May 18.

    PMID: 21596596BACKGROUND
  • Kassel JD, Stroud LR, Paronis CA. Smoking, stress, and negative affect: correlation, causation, and context across stages of smoking. Psychol Bull. 2003 Mar;129(2):270-304. doi: 10.1037/0033-2909.129.2.270.

    PMID: 12696841BACKGROUND
  • Herman JP. Neural pathways of stress integration: relevance to alcohol abuse. Alcohol Res. 2012;34(4):441-7.

    PMID: 23584110BACKGROUND
  • Tully PJ, Baker RA, Turnbull D, Winefield H. The role of depression and anxiety symptoms in hospital readmissions after cardiac surgery. J Behav Med. 2008 Aug;31(4):281-90. doi: 10.1007/s10865-008-9153-8. Epub 2008 Apr 9.

    PMID: 18398676BACKGROUND
  • Michels N, Sioen I, Braet C, Eiben G, Hebestreit A, Huybrechts I, Vanaelst B, Vyncke K, De Henauw S. Stress, emotional eating behaviour and dietary patterns in children. Appetite. 2012 Dec;59(3):762-9. doi: 10.1016/j.appet.2012.08.010. Epub 2012 Aug 20.

    PMID: 22918173BACKGROUND
  • Edmondson D, Green P, Ye S, Halazun HJ, Davidson KW. Psychological stress and 30-day all-cause hospital readmission in acute coronary syndrome patients: an observational cohort study. PLoS One. 2014 Mar 12;9(3):e91477. doi: 10.1371/journal.pone.0091477. eCollection 2014.

    PMID: 24621575BACKGROUND
  • Nerurkar A, Bitton A, Davis RB, Phillips RS, Yeh G. When physicians counsel about stress: results of a national study. JAMA Intern Med. 2013 Jan 14;173(1):76-7. doi: 10.1001/2013.jamainternmed.480. No abstract available.

    PMID: 23403892BACKGROUND
  • Avey H, Matheny KB, Robbins A, Jacobson TA. Health care providers' training, perceptions, and practices regarding stress and health outcomes. J Natl Med Assoc. 2003 Sep;95(9):833, 836-45.

    PMID: 14527051BACKGROUND
  • Paulus MP. The breathing conundrum-interoceptive sensitivity and anxiety. Depress Anxiety. 2013 Apr;30(4):315-20. doi: 10.1002/da.22076. Epub 2013 Mar 6.

    PMID: 23468141BACKGROUND
  • Vlemincx E, Van Diest I, Van den Bergh O. A sigh following sustained attention and mental stress: effects on respiratory variability. Physiol Behav. 2012 Aug 20;107(1):1-6. doi: 10.1016/j.physbeh.2012.05.013. Epub 2012 May 23.

    PMID: 22634279BACKGROUND
  • Grossman P, Niemann L, Schmidt S, Walach H. Mindfulness-based stress reduction and health benefits. A meta-analysis. J Psychosom Res. 2004 Jul;57(1):35-43. doi: 10.1016/S0022-3999(03)00573-7.

    PMID: 15256293BACKGROUND
  • Carmody J, Baer RA. Relationships between mindfulness practice and levels of mindfulness, medical and psychological symptoms and well-being in a mindfulness-based stress reduction program. J Behav Med. 2008 Feb;31(1):23-33. doi: 10.1007/s10865-007-9130-7. Epub 2007 Sep 25.

    PMID: 17899351BACKGROUND
  • Cohen S, Kamarck T, Mermelstein R. A global measure of perceived stress. J Health Soc Behav. 1983 Dec;24(4):385-96. No abstract available.

    PMID: 6668417BACKGROUND
  • Leon KA, Hyre AD, Ompad D, Desalvo KB, Muntner P. Perceived stress among a workforce 6 months following hurricane Katrina. Soc Psychiatry Psychiatr Epidemiol. 2007 Dec;42(12):1005-11. doi: 10.1007/s00127-007-0260-6. Epub 2007 Oct 11.

    PMID: 17932611BACKGROUND
  • Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, Bullinger M, Kaasa S, Leplege A, Prieto L, Sullivan M. Cross-validation of item selection and scoring for the SF-12 Health Survey in nine countries: results from the IQOLA Project. International Quality of Life Assessment. J Clin Epidemiol. 1998 Nov;51(11):1171-8. doi: 10.1016/s0895-4356(98)00109-7.

    PMID: 9817135BACKGROUND
  • Connor KM, Davidson JR. Development of a new resilience scale: the Connor-Davidson Resilience Scale (CD-RISC). Depress Anxiety. 2003;18(2):76-82. doi: 10.1002/da.10113.

    PMID: 12964174BACKGROUND

Related Links

Results Point of Contact

Title
Odeta Dyrmishi - Acting Project Manager
Organization
Partners Connected Health Innovation

Publication Agreements

PI is Sponsor Employee
No
Restrictive Agreement
No

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
OTHER
Intervention Model
PARALLEL
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Dermatologist

Study Record Dates

First Submitted

May 23, 2016

First Posted

June 1, 2016

Study Start

July 1, 2016

Primary Completion

November 1, 2016

Study Completion

November 1, 2016

Last Updated

September 1, 2020

Results First Posted

May 16, 2018

Record last verified: 2020-08

Data Sharing

IPD Sharing
Will not share