The impact of a smartphone meditation application on anesthesia trainee well-being
Abstract
Study objective Physician burnout is a pervasive problem in the United States. The goal of this study was to investigate use of the smartphone meditation application Headspace® as a well-being improvement tool in anesthesia trainees. Design Prospective self-controlled observational study. Setting Anesthesia training program in an academic hospital. Subjects Resident and fellow trainees in the Department of Anesthesiology and Perioperative Medicine at the University of Pittsburgh Medical Center. Interventions Resident and fellow trainees were given a free 1-year subscription to the mindfulness application. Participation was voluntary and included questionnaires at baseline, 1 month, and 4 months for assessment of burnout and well-being. Questionnaires were linked with the use of de-identified codes and completed via REDCap. Questionnaires included the abbreviated Maslach Burnout Inventory, Becks Depression Index, Cohens Stress Score, Pittsburgh Sleep Quality Index, and a Headspace® Self-Reporting Questionnaire. Measurements Depression, stress, sleep quality, emotional exhaustion, depersonalization, and personal achievement. Main results Of 112 trainees eligible to participate, 71 completed baseline questionnaires, 54 created application accounts, and 29 completed the entire questionnaire protocol with 4 months of app use. Application use was associated with reduced depression scores and increased feelings of personal achievement at both 1 month (p = 0.003, p = 0.066) and 4 months (p = 0.011, p = 0.005). Burnout from feelings of depersonalization and emotional exhaustion did not improve with application use. Over the study period, trainees completed 786 meditation sessions, accounting for 6123 min of app engagement. Conclusions Findings of decreased depression scores and improved feelings of personal achievement suggest that Headspace® could serve as a mindfulness tool for incorporating meditation into the daily practice of anesthesia trainees in an effort to improve well-being.
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In the meditation intervention subgroup, personal accomplishment (PA) was significantly improved: Cohen's d SMD 0.22 (95% CI 0.03 to 0.40, p = 0.02, I2 = 0%).
“In the subgroup of meditation intervention studies [50–58], the Cohen’s d SMD was found to be non-statistically significant in EE (-0.30, 95% CI -0.61 to 0.02, p = 0.25, I2 = 63.1%) and DP (-0.10, 95% CI -0.28 to 0.07, p = 0.25, I2 = 0%), but statistically significant in PA (0.22, 95% CI 0.03 to 0.40, p = 0.02, I2 = 0%).”
From Individual and organizational interventions to reduce burnout in resident physicians: a systematic review and meta-analysis (2024) · cites this paper as [50]
In the meditation intervention subgroup, emotional exhaustion (EE) was not significantly reduced: Cohen's d SMD -0.30 (95% CI -0.61 to 0.02, p = 0.25, I2 = 63.1%).
“In the subgroup of meditation intervention studies [50–58], the Cohen’s d SMD was found to be non-statistically significant in EE (-0.30, 95% CI -0.61 to 0.02, p = 0.25, I2 = 63.1%) and DP (-0.10, 95% CI -0.28 to 0.07, p = 0.25, I2 = 0%), but statistically significant in PA (0.22, 95% CI 0.03 to 0.40, p = 0.02, I2 = 0%).”
From Individual and organizational interventions to reduce burnout in resident physicians: a systematic review and meta-analysis (2024) · cites this paper as [50]
In the meditation intervention subgroup, depersonalization (DP) was not significantly reduced: Cohen's d SMD -0.10 (95% CI -0.28 to 0.07, p = 0.25, I2 = 0%).
“In the subgroup of meditation intervention studies [50–58], the Cohen’s d SMD was found to be non-statistically significant in EE (-0.30, 95% CI -0.61 to 0.02, p = 0.25, I2 = 63.1%) and DP (-0.10, 95% CI -0.28 to 0.07, p = 0.25, I2 = 0%), but statistically significant in PA (0.22, 95% CI 0.03 to 0.40, p = 0.02, I2 = 0%).”
From Individual and organizational interventions to reduce burnout in resident physicians: a systematic review and meta-analysis (2024) · cites this paper as [50]
Cites
1 retracted
Dyrbye, L. N., Burke, S. E., Hardeman, R. R., Herrin, J., Wittlin, N. M., Yeazel, M., Dovidio, J. F., Cunningham, B., White, R. O., Phelan, S. M., et al. (2018) · JAMA · doi:10.1001/jama.2018.12615 · Cited by 468 · see citing works
Retracted(1996) · Consulting Psychologists Press eBooks · Cited by 7,863 · see citing works
Mindfulness-based stress reduction and health benefits
Grossman, P., Niemann, L., Schmidt, S., & Walach, H. (2004) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(03)00573-7 · Cited by 3,958 · see citing works
(2005) · Medical Entomology and Zoology · Cited by 3,197 · see citing works
Wherever you go, there you are: Mindfulness meditation in everyday life
Kwee, M. G. T. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(95)90133-7 · Cited by 2,900 · see citing works
The Neuroscience of Mindfulness Meditation
Tang, Y.-Y., Hölzel, B. K., & Posner, M. I. (2015) · Nature reviews. Neuroscience · doi:10.1038/nrn3916 · Cited by 2,889 · see citing works
Shanafelt, T. D., Hasan, O., Dyrbye, L. N., Sinsky, C., Satele, D., Sloan, J., & West, C. P. (2015) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2015.08.023 · Cited by 2,885 · see citing works
Meditation Programs for Psychological Stress and Well-being: A Systematic Review and Meta-analysis
Goyal, M., Singh, S., Sibinga, E. M. S., Gould, N. F., Rowland-Seymour, A., Sharma, R., Berger, Z., Sleicher, D., Maron, D. D., Shihab, H. M., et al. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2013.13018 · Cited by 2,380 · see citing works
Dyrbye, L. N., West, C. P., Satele, D., Boone, S., Tan, L., Sloan, J., & Shanafelt, T. D. (2014) · Academic Medicine · doi:10.1097/acm.0000000000000134 · Cited by 2,040 · see citing works
Mindfulness practice leads to increases in regional brain gray matter density
Hölzel, B. K., Carmody, J., Vangel, M., Congleton, C., Yerramsetti, S. M., Gard, T., & Lazar, S. W. (2011) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2010.08.006 · Cited by 1,914 · see citing works
Controlled Interventions to Reduce Burnout in Physicians: A Systematic Review and Meta-analysis
Panagioti, M., Panagopoulou, E., Bower, P., Lewith, G., Kontopantelis, E., Chew-Graham, C., Dawson, S., van Marwijk, H., Geraghty, K., & Esmail, A. (2017) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.7674 · Cited by 1,395 · see citing works
Vago, D. R., & Silbersweig, D. A. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00296 · Cited by 1,310 · see citing works
Attending to the present: mindfulness meditation reveals distinct neural modes of self-reference
Farb, N. A. S., Segal, Z. V., Mayberg, H., Bean, J., McKeon, D., Fatima, Z., & Anderson, A. K. (2007) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsm030 · Cited by 1,307 · see citing works
Spijkerman, M. P. J., Pots, W. T. M., & Bohlmeijer, E. T. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.03.009 · Cited by 975 · see citing works
Review and evaluation of mindfulness-based iPhone apps
Mani, M., Kavanagh, D. J., Hides, L., & Stoyanov, S. R. (2015) · JMIR mHealth and uHealth · doi:10.2196/mhealth.4328 · Cited by 495 · see citing works
Mindfulness on-the-go: Effects of a mindfulness meditation app on work stress and well-being
Bostock, S., Crosswell, A. D., Prather, A. A., & Steptoe, A. (2019) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000118 · Cited by 465 · see citing works
Howells, A., Ivtzan, I., & Eiroa-Orosa, F. J. (2016) · Journal of Happiness Studies · doi:10.1007/s10902-014-9589-1 · Cited by 407 · see citing works
Well-Being in Residency: A Systematic Review
Raj, K. S. (2016) · Journal of Graduate Medical Education · doi:10.4300/jgme-d-15-00764.1 · Cited by 361 · see citing works
Sharma, M., & Rush, S. E. (2014) · Journal of Evidence-Based Complementary & Alternative Medicine · doi:10.1177/2156587214543143 · Cited by 342 · see citing works
Gotink, R. A., Meijboom, R., Vernooij, M. W., Smits, M., & Hunink, M. G. M. (2016) · Brain and Cognition · doi:10.1016/j.bandc.2016.07.001 · Cited by 338 · see citing works
Efficacy of Interventions to Reduce Resident Physician Burnout: A Systematic Review
Busireddy, K. R., Miller, J. A., Ellison, K., Ren, V., Qayyum, R., & Panda, M. (2017) · Journal of Graduate Medical Education · doi:10.4300/jgme-d-16-00372.1 · Cited by 283 · see citing works
Economides, M., Martman, J., Bell, M. J., & Sanderson, B. (2018) · Mindfulness · doi:10.1007/s12671-018-0905-4 · Cited by 250 · see citing works
A qualitative analysis of experiential challenges associated with meditation practice
Lomas, T., Cartwright, T., Edginton, T., & Ridge, D. (2015) · Mindfulness · doi:10.1007/s12671-014-0329-8 · Cited by 229 · see citing works
Champion, L., Economides, M., & Chandler, C. (2018) · PLOS ONE · doi:10.1371/journal.pone.0209482 · Cited by 225 · see citing works
Happier Healers: Randomized Controlled Trial of Mobile Mindfulness for Stress Management
Yang, E., Schamber, E., Meyer, R. M. L., & Gold, J. I. (2018) · The Journal of Alternative and Complementary Medicine · doi:10.1089/acm.2015.0301 · Cited by 197 · see citing works
Spinelli, C., Wisener, M., & Khoury, B. (2019) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2019.03.003 · Cited by 170 · see citing works
Lomas, T., Medina, J. C., Ivtzan, I., Rupprecht, S., & Eiroa-Orosa, F. J. (2019) · Mindfulness · doi:10.1007/s12671-018-1062-5 · Cited by 152 · see citing works
Developing an observing attitude: an analysis of meditation diaries in an MBSR clinical trial
Kerr, C. E., Josyula, K., & Littenberg, R. (2011) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.700 · Cited by 132 · see citing works
Dewa, C. S., Loong, D., Bonato, S., Trojanowski, L., & Rea, M. M. (2017) · BMC Medical Education · doi:10.1186/s12909-017-1040-y · Cited by 125 · see citing works
Sun, H., Warner, D. O., Macario, A., Zhou, Y., Culley, D. J., & Keegan, M. T. (2019) · Anesthesiology · doi:10.1097/aln.0000000000002777 · Cited by 123 · see citing works
Encouraging Mindfulness in Medical House Staff via Smartphone App: A Pilot Study
Wen, L., Sweeney, T. E., Welton, L., Trockel, M., & Katznelson, L. (2017) · Academic Psychiatry · doi:10.1007/s40596-017-0768-3 · Cited by 94 · see citing works
Smartphones in Clinical Practice, Medical Education, and Research
Baumgart, D. C. (2011) · Archives of Internal Medicine · doi:10.1001/archinternmed.2011.320 · Cited by 77 · see citing works
Tarrasch, R. (2014) · Journal of Child and Family Studies · doi:10.1007/s10826-014-9939-y · Cited by 59 · see citing works
Lutz, J. G., Brühl, A. B., Scheerer, H., Jäncke, L., & Herwig, U. (2016) · Biological Psychology · doi:10.1016/j.biopsycho.2016.06.010 · Cited by 51 · see citing works
Work-Life Balance, Burnout, and Physician Wellness
Yester, M. (2019) · The Health Care Manager · doi:10.1097/hcm.0000000000000277 · Cited by 47 · see citing works
Implementation of a Smartphone application in medical education: a randomised trial (iSTART)
Martínez, F. T., Tobar, C., & Taramasco, C. (2017) · BMC Medical Education · doi:10.1186/s12909-017-1010-4 · Cited by 21 · see citing works
A Study of Student Counselors’ Experiences with Meditation
Gutiérrez, D., Merrill, E., Conley, A. H., & Young, M. E. (2019) · Counseling and Values · doi:10.1002/cvj.12114 · Cited by 6 · see citing works
Wellness Principles Correlate With More Favorable Burnout Scores in Junior Anesthesiology Residents
Ungerman, E. A., Vogt, K. M., Sakai, T., Metro, D. G., & Adams, P. S. (2020) · Journal of Education in Perioperative Medicine · doi:10.46374/volxxii-issue1-ungerman · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Online Well-Being Group Coaching Program for Women Physician Trainees
Mann, A., Shah, A. N., Thibodeau, P. S., Dyrbye, L. N., Syed, A., Woodward, M. A., Thurmon, K., Jones, C. D., Dunbar, K. S., & Fainstad, T. L. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.35541 · Cited by 79 · see citing works
Kiratipaisarl, W., Surawattanasakul, V., & Sirikul, W. (2024) · BMC Medical Education · doi:10.1186/s12909-024-06195-3 · Cited by 37 · see citing works
“%) utilizing self-control studies [47, 50, 53, 54, 58, 61, 65–67, 69, 70, 72, 73].”
InfluentialLuangapichart, P., Saisavoey, N., & Viravan, N. (2022) · Healthcare · doi:10.3390/healthcare10122532 · Cited by 14 · see citing works
Relationship between mental health and students’ academic performance through a literature review
Monsivais, C. L. R., Cano, S. R., Moreira, E. L., & Benito, V. D. (2024) · Discover Psychology · doi:10.1007/s44202-024-00240-4 · Cited by 14 · see citing works
Online Mindfulness-Based Interventions for Healthcare Professionals: A Scoping Review
Baek, G., Cha, C., Lee, M., & Cho, A. (2024) · Workplace Health & Safety · doi:10.1177/21650799241254554 · Cited by 7 · see citing works
Koh, Z. H., Serbetci, D., Skues, J., & Murray, G. (2025) · JMIR Mental Health · doi:10.2196/59351 · Cited by 6 · see citing works
Luangapichart, P., Saisavoey, N., & Viravan, N. (2022) · doi:10.1101/2022.08.09.22278601 · Cited by 14 · see citing works
Cerza, D. A., Battista, C. F., Sharma, G., & Sakai, T. (2023) · Journal of Education in Perioperative Medicine · doi:10.46374/volxxv_issue3_cerza · Cited by 1 · see citing works
Ferguson, B. A., & Huecker, M. R. (2022) · Journal of Wellness · doi:10.55504/2578-9333.1133
Proposals for reducing burnout in Medical Residency: a narrative literature review
Félix, M. M. R., Jordão, É. A. D. O. C., Aguiar, E., Rente, M. G., Goudouris, E., & Detregiachi, E. (2024) · Residência Pediátrica · doi:10.25060/residpediatr-2024.v14n2-1029
Current Perspectives in Anesthesiology Graduate Medical Education
Bodmer, N. J., Kothari, P., Tsai, A. H., & Kiwakyou, L. M. (2024) · IntechOpen eBooks · doi:10.5772/intechopen.1007636
Moon, K. C., Romano, R. J., Madden, S. P., Koroly, L., Levak, S., Morgenstern, J., & Sapra, M. (2026) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-025-00579-y
Jeddy, R. (2026) · IGI Global eBooks · doi:10.4018/979-8-3373-2727-3.ch008
Smith, B. (2026) · Journal of PeriAnesthesia Nursing · doi:10.1016/j.jopan.2026.07.004
O’Rourke, C., Murphy, M., Montagna, E., O’Rourke, M., & O’Tuathaigh, C. M. P. (2026) · Academic Psychiatry · doi:10.1007/s40596-026-02408-7
- Authors
- Carullo, P. C., Ungerman, E. A., Metro, D. G., & Adams, P. S.
- Affiliations
- Johns Hopkins University (US)
- University of Pittsburgh (US)
- Corresponding author
- Carullo, Philip C.
- Venue
- Journal of Clinical Anesthesia
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 75
- Pages
- 110525
- ISSN
- 0952-8180 (ISSN-L)
- OpenAlex
- W3203374498
- Cited by
- 14
- References
- 38
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 5 · 2023: 2 · 2022: 2
- FWCI
- 2.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Journal of Clinical Anesthesia (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins Medicine
- Université Pierre et Marie Curie
- Topics
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- physician burnout, mindfulness meditation, anaesthesia trainees, resident well-being, depression, stress, sleep quality, emotional exhaustion, depersonalization, personal accomplishment, Maslach Burnout Inventory
- MeSH terms
- Smartphone, Sleep Quality, Anesthesia, Anesthesiology, Burnout, Professional, Humans, Internship and Residency, Prospective Studies, Surveys and Questionnaires, United States, Meditation, Mobile Applications
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