Improvements in Stress, Affect, and Irritability Following Brief Use of a Mindfulness-based Smartphone App: A Randomized Controlled Trial

Marcos Economides, Janis Martman, Megan J Bell, Brad Sanderson, Marcos Economides, Janis Martman, Megan J Bell, Brad Sanderson

Abstract

Mindfulness training, which involves observing thoughts and feelings without judgment or reaction, has been shown to improve aspects of psychosocial well-being when delivered via in-person training programs such as mindfulness-based stress reduction (MBSR) and mindfulness-based cognitive therapy (MBCT). Less is known about the efficacy of digital training mediums, such as smartphone apps, which are rapidly rising in popularity. In this study, novice meditators were randomly allocated to an introductory mindfulness meditation program or to a psychoeducational audiobook control featuring an introduction to the concepts of mindfulness and meditation. The interventions were delivered via the same mindfulness app, were matched across a range of criteria, and were presented to participants as well-being programs. Affect, irritability, and two distinct components of stress were measured immediately before and after each intervention in a cohort of healthy adults. While both interventions were effective at reducing stress associated with personal vulnerability, only the mindfulness intervention had a significant positive impact on irritability, affect, and stress resulting from external pressure (between group Cohen's d = 0.44, 0.47, 0.45, respectively). These results suggest that brief mindfulness training has a beneficial impact on several aspects of psychosocial well-being, and that smartphone apps are an effective delivery medium for mindfulness training.

Keywords: Digital health; Meditation; Mindfulness; Positive affect; Smartphone app; Stress; Well-being.

Conflict of interest statement

Compliance with Ethical StandardsAll procedures performed in studies involving human participants were in accordance with the ethical standards of the University College London (UCL) Ethics Committee (project ID 2789/001) and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study. ME, JM, MJB, and BS were employed by Headspace Inc. at the time of conducting this study.

Figures

Fig. 1
Fig. 1
CONSORT diagram of participant flow through the study

References

    1. Amirkhan JH. Stress overload: a new approach to the assessment of stress. American Journal of Community Psychology. 2012;49(1–2):55–71. doi: 10.1007/s10464-011-9438-x.
    1. Amirkhan JH, Urizar GG, Clark S. Criterion validation of a stress measure: the stress overload scale. Psychological Assessment. 2015;27(3):985–996. doi: 10.1037/pas0000081.
    1. Baer RA, Carmody J, Hunsinger M. Weekly change in mindfulness and perceived stress in a mindfulness-based stress reduction program. Journal of Clinical Psychology. 2012;68(7):755–765. doi: 10.1002/jclp.21865.
    1. Baraldi AN, Enders CK. An introduction to modern missing data analyses. Journal of School Psychology. 2010;48(1):5–37. doi: 10.1016/j.jsp.2009.10.001.
    1. Bennike IH, Wieghorst A, Kirk U. Online-based mindfulness training reduces behavioral markers of mind wandering. Journal of Cognitive Enhancement. 2017;11(3):230–210.
    1. Blankers M, Koeter MWJ, Schippers GM. Missing data approaches in eHealth research: simulation study and a tutorial for nonmathematically inclined researchers. Journal of Medical Internet Research. 2010;12(5):e54. doi: 10.2196/jmir.1448.
    1. Boettcher J, Aström V, Påhlsson D, Schenström O, Andersson G, Carlbring P. Internet-based mindfulness treatment for anxiety disorders: a randomized controlled trial. Behavior Therapy. 2014;45(2):241–253. doi: 10.1016/j.beth.2013.11.003.
    1. Britton WB, Shahar B, Szepsenwol O, Jacobs WJ. Mindfulness-based cognitive therapy improves emotional reactivity to social stress: results from a randomized controlled trial. Behavior Therapy. 2012;43(2):365–380. doi: 10.1016/j.beth.2011.08.006.
    1. Brown KW, Ryan RM. The benefits of being present: mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology. 2003;84(4):822–848. doi: 10.1037/0022-3514.84.4.822.
    1. 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. Journal of Behavioral Medicine. 2007;31(1):23–33. doi: 10.1007/s10865-007-9130-7.
    1. Carmody J, Baer RA, L B Lykins E, Olendzki N. An empirical study of the mechanisms of mindfulness in a mindfulness-based stress reduction program. Journal of Clinical Psychology. 2009;65(6):613–626. doi: 10.1002/jclp.20579.
    1. Cavanagh K, Strauss C, Cicconi F, Griffiths N, Wyper A, Jones F. A randomised controlled trial of a brief online mindfulness-based intervention. Behaviour Research and Therapy. 2013;51(9):573–578. doi: 10.1016/j.brat.2013.06.003.
    1. Chittaro L, Vianello A. Evaluation of a mobile mindfulness app distributed through on-line stores: a 4-week study. International Journal of Human-Computer Studies. 2016;86:63–80. doi: 10.1016/j.ijhcs.2015.09.004.
    1. Creswell JD, Pacilio LE, Lindsay EK, Brown KW. Brief mindfulness meditation training alters psychological and neuroendocrine responses to social evaluative stress. Psychoneuroendocrinology. 2014;44:1–12. doi: 10.1016/j.psyneuen.2014.02.007.
    1. Davidson RJ, Kaszniak AW. Conceptual and methodological issues in research on mindfulness and meditation. The American Psychologist. 2015;70(7):581–592. doi: 10.1037/a0039512.
    1. DeSteno D, Lim D, Duong F, Condon P. Meditation inhibits aggressive responses to provocations. Mindfulness. 2017;16(3):691–696.
    1. Diener E, Wirtz D, Tov W, Kim-Prieto C, Choi D-W, Oishi S, Biswas-Diener R. New well-being measures: short scales to assess flourishing and positive and negative feelings. Social Indicators Research. 2009;97(2):143–156. doi: 10.1007/s11205-009-9493-y.
    1. Faul F, Erdfelder E, Lang A-G, Buchner A. G*power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods. 2007;39(2):175–191. doi: 10.3758/BF03193146.
    1. Feldman G, Greeson J, Senville J. Differential effects of mindful breathing, progressive muscle relaxation, and loving-kindness meditation on decentering and negative reactions to repetitive thoughts. Behaviour Research and Therapy. 2010;48(10):1002–1011. doi: 10.1016/j.brat.2010.06.006.
    1. Garland EL, Geschwind N, Peeters F, Wichers M. Mindfulness training promotes upward spirals of positive affect and cognition: multilevel and autoregressive latent trajectory modeling analyses. Frontiers in Psychology. 2015;6(e72778):15.
    1. Gotink RA, Chu P, Busschbach JJV, Benson H, Fricchione GL, Hunink MGM. Standardised mindfulness-based interventions in healthcare: an overview of systematic reviews and meta-analyses of RCTs. PLoS One. 2015;10(4):e0124344. doi: 10.1371/journal.pone.0124344.
    1. Hill CLM, Updegraff JA. Mindfulness and its relationship to emotional regulation. Emotion (Washington, D.C.) 2012;12(1):81–90. doi: 10.1037/a0026355.
    1. Hilton L, Hempel S, Ewing BA, Apaydin E, Xenakis L, Newberry S, et al. Mindfulness meditation for chronic pain: systematic review and meta-analysis. Annals of Behavioral Medicine: a Publication of the Society of Behavioral Medicine. 2017;51(2):199–213. doi: 10.1007/s12160-016-9844-2.
    1. Hofmann SG, Sawyer AT, Witt AA, Oh D. The effect of mindfulness-based therapy on anxiety and depression: a meta-analytic review. Journal of Consulting and Clinical Psychology. 2010;78(2):169–183. doi: 10.1037/a0018555.
    1. Hoge EA, Bui E, Goetter E, Robinaugh DJ, Ojserkis RA, Fresco DM, Simon NM. Change in decentering mediates improvement in anxiety in mindfulness-based stress reduction for generalized anxiety disorder. Cognitive Therapy and Research. 2014;39(2):228–235. doi: 10.1007/s10608-014-9646-4.
    1. Holtzman S, O’Connor BP, Barata PC, Stewart DE. The brief irritability test (BITe) Assessment. 2015;22(1):101–115. doi: 10.1177/1073191114533814.
    1. Howells A, Ivtzan I, Eiroa-Orosa FJ. Putting the “app” in happiness: a randomised controlled trial of a smartphone-based mindfulness intervention to enhance wellbeing. Journal of Happiness Studies. 2014;17(1):163–185. doi: 10.1007/s10902-014-9589-1.
    1. Johnson S, Gur RM, David Z, Currier E. One-session mindfulness meditation: a randomized controlled study of effects on cognition and mood. Mindfulness. 2013;6(1):88–98. doi: 10.1007/s12671-013-0234-6.
    1. Kabat-Zinn J. Wherever you go there you are: Mindfulness meditation for everyday life. New York, NY: Hachette Books; 1994.
    1. Keng S-L, Smoski MJ, Robins CJ. Effects of mindfulness on psychological health: a review of empirical studies. Clinical Psychology Review. 2011;31(6):1041–1056. doi: 10.1016/j.cpr.2011.04.006.
    1. Khoury B, Sharma M, Rush SE, Fournier C. Mindfulness-based stress reduction for healthy individuals: a meta-analysis. Journal of Psychosomatic Research. 2015;78(6):519–528. doi: 10.1016/j.jpsychores.2015.03.009.
    1. Lim D, Condon P, DeSteno D. Mindfulness and compassion: an examination of mechanism and scalability. PLoS One. 2015;10(2):e0118221. doi: 10.1371/journal.pone.0118221.
    1. Ly KH, Asplund K, Andersson G. Stress management for middle managers via an acceptance and commitment-based smartphone application: a randomized controlled trial. Internet Interventions. 2014;1(3):95–101. doi: 10.1016/j.invent.2014.06.003.
    1. Ly KH, Trüschel A, Jarl L, Magnusson S, Windahl T, Johansson R, et al. Behavioural activation versus mindfulness-based guided self-help treatment administered through a smartphone application: a randomised controlled trial. BMJ Open. 2014;4(1):e003440. doi: 10.1136/bmjopen-2013-003440.
    1. Mani M, Kavanagh DJ, Hides L, Stoyanov SR. Review and evaluation of mindfulness-based iPhone apps. JMIR mHealth and uHealth. 2015;3(3):e82. doi: 10.2196/mhealth.4328.
    1. Morris SB. Estimating effect sizes from pretest-posttest-control group designs. Organizational Research Methods. 2008;11(2):364–386. doi: 10.1177/1094428106291059.
    1. Morrison Wylde C, Mahrer NE, Meyer RML, Gold JI. Mindfulness for novice pediatric nurses: smartphone application versus traditional intervention. Journal of Pediatric Nursing. 2017;36:205–212. doi: 10.1016/j.pedn.2017.06.008.
    1. Plaza García I, Sánchez CM, Espílez ÁS, García-Magariño I, Guillén GA, García-Campayo J. Development and initial evaluation of a mobile application to help with mindfulness training and practice. International Journal of Medical Informatics. 2017;105:59–67. doi: 10.1016/j.ijmedinf.2017.05.018.
    1. Plaza I, Demarzo MMP, Herrera-Mercadal P, García-Campayo J. Mindfulness-based mobile applications: literature review and analysis of current features. JMIR mHealth and uHealth. 2013;1(2):e24. doi: 10.2196/mhealth.2733.
    1. Reibel DK, Greeson JM, Brainard GC, Rosenzweig S. Mindfulness-based stress reduction and health-related quality of life in a heterogeneous patient population. General Hospital Psychiatry. 2001;23(4):183–192. doi: 10.1016/S0163-8343(01)00149-9.
    1. Spijkerman MPJ, Pots WTM, Bohlmeijer ET. Effectiveness of online mindfulness-based interventions in improving mental health: a review and meta-analysis of randomised controlled trials. Clinical Psychology Review. 2016;45:102–114. doi: 10.1016/j.cpr.2016.03.009.
    1. Tang Y-Y, Yang L, Leve LD, Harold GT. Improving executive function and its neurobiological mechanisms through a mindfulness-based intervention: advances within the field of developmental neuroscience. Child Development Perspectives. 2012;6(4):361–366.
    1. van Emmerik AAP, Berings F, Lancee J. Efficacy of a mindfulness-based mobile application: a randomized waiting-list controlled trial. Mindfulness. 2017;6(1):189–112.
    1. Vøllestad J, Nielsen MB, Nielsen GH. Mindfulness- and acceptance-based interventions for anxiety disorders: a systematic review and meta-analysis. The British Journal of Clinical Psychology. 2012;51(3):239–260. doi: 10.1111/j.2044-8260.2011.02024.x.
    1. Wen L, Sweeney TE, Welton L, Trockel M, Katznelson L. Encouraging mindfulness in medical house staff via smartphone app: a pilot study. Academic Psychiatry. 2017;41(5):646–650. doi: 10.1007/s40596-017-0768-3.
    1. Wiegner L, Hange D, Björkelund C, Ahlborg G. Prevalence of perceived stress and associations to symptoms of exhaustion, depression and anxiety in a working age population seeking primary care—an observational study. BMC Family Practice. 2015;16(1):38. doi: 10.1186/s12875-015-0252-7.
    1. Zeidan F, Johnson SK, Gordon NS, Goolkasian P. Effects of brief and sham mindfulness meditation on mood and cardiovascular variables. Journal of Alternative and Complementary Medicine. 2010;16:867–873. doi: 10.1089/acm.2009.0321.
    1. Zeidan F, Martucci KT, Kraft RA, Gordon NS, McHaffie JG, Coghill RC. Brain mechanisms supporting the modulation of pain by mindfulness meditation. The Journal of Neuroscience: the Official Journal of the Society for Neuroscience. 2011;31(14):5540–5548. doi: 10.1523/JNEUROSCI.5791-10.2011.
    1. Zhang M-F, Wen Y-S, Liu W-Y, Peng L-F, Wu X-D, Liu Q-W. Effectiveness of mindfulness-based therapy for reducing anxiety and depression in patients with cancer: a meta-analysis. Medicine. 2015;94(45):e0897–0.

Source: PubMed

3
Se inscrever