Forty-five good things: a prospective pilot study of the Three Good Things well-being intervention in the USA for healthcare worker emotional exhaustion, depression, work–life balance and happiness
Open accessAbstract
Objectives: High rates of healthcare worker (HCW) burn-out have led many to label it an ‘epidemic’ urgently requiring interventions. This prospective pilot study examined the efficacy, feasibility and evaluation of the ‘Three Good Things’ (3GT) intervention for HCWs, and added burn-out and work–life balance to the set of well-being metrics. Methods: 228 HCWs participated in a prospective, repeated measures study of a web-based 15-day long 3GT intervention. Assessments were collected at baseline and 1, 6 and 12-month post-intervention. The primary measure of efficacy was a derivative of the emotional exhaustion subscale of the Maslach Burnout Inventory. The secondary measures were validated instruments assessing depression symptoms, subjective happiness, and work–life balance. Paired samples t-tests and Cohen’s d effect sizes for correlated samples were used to examine the efficacy of the intervention. Results: 3GT participants exhibited significant improvements from baseline in emotional exhaustion, depression symptoms and happiness at 1 month, 6 months and 12 months, and in work–life balance at 1 month and 6 months (effect sizes 0.16–0.52). Exploratory subgroup analyses of participants meeting ‘concerning’ criteria at baseline revealed even larger effects at all assessment points (0.55–1.57). Attrition rates were similar to prior 3GT interventions. Conclusion: 3GT appears a promising low-cost and brief intervention for improving HCW well-being. Ethics and dissemination: This study is approved by the Institutional Review Board of Duke University Health System (Pro00063703). All participants are required to give their informed consent prior to any study procedure.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Five of the thirty individually focused studies implemented interventions designed to promote a positive mindset, including gratitude journaling, choir singing and professional coaching.
“Five of the thirty individually focused studies implemented interventions designed to promote a positive mindset in participants including gratitude journaling,12 49 62 choir singing58 and professional coaching.43”
From Workplace interventions to improve well-being and reduce burnout for nurses, physicians and allied healthcare professionals: a systematic review. (2023) · cites this paper as [49]
Sexton and Adair reported significant improvements in both depressive symptoms (CES-D) and subjective happiness (SHS) following participants keeping a log of everything that went well for 15 days.
“The gratitude study by Sexton and Adair49 also reported significant improvements in both depressive symptoms (Center for Epidemiologic Studies Depression Scale (CES-D)) and subjective happiness (Subjective Happiness Scale (SHS)) following participants keeping a log of everything that went well for 15 days.”
From Workplace interventions to improve well-being and reduce burnout for nurses, physicians and allied healthcare professionals: a systematic review. (2023) · cites this paper as [49]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The job demands-resources model of burnout.
Demerouti, E., Bakker, A. B., Nachreiner, F., & Schaufeli, W. B. (2001) · Journal of Applied Psychology · doi:10.1037/0021-9010.86.3.499 · Cited by 13,643 · see citing works
The Job Demands‐Resources model: state of the art
Bakker, A. B., & Demerouti, E. (2007) · Journal of Managerial Psychology · doi:10.1108/02683940710733115 · Cited by 12,996 · see citing works
Job demands–resources theory: Taking stock and looking forward.
Bakker, A. B., & Demerouti, E. (2017) · Journal of Occupational Health Psychology · doi:10.1037/ocp0000056 · Cited by 6,979 · see citing works
Positive Psychology Progress: Empirical Validation of Interventions.
Seligman, M. E. P., Steen, T. A., Park, N., & Peterson, C. (2005) · American Psychologist · doi:10.1037/0003-066x.60.5.410 · Cited by 5,947 · see citing works
Screening for Depression in Well Older Adults: Evaluation of a Short Form of the CES-D
Andresen, E. M., Malmgren, J. A., Carter, W. B., & Patrick, D. L. (1994) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(18)30622-6 · Cited by 5,403 · see citing works
Hospital Nurse Staffing and Patient Mortality, Nurse Burnout, and Job Dissatisfaction
Aiken, L. H. (2002) · JAMA · doi:10.1001/jama.288.16.1987 · Cited by 5,226 · see citing works
A Measure of Subjective Happiness: Preliminary Reliability and Construct Validation
Lyubomirsky, S., & Lepper, H. S. (1999) · Social Indicators Research · doi:10.1023/a:1006824100041 · Cited by 4,071 · see citing works
Resilient Individuals Use Positive Emotions to Bounce Back From Negative Emotional Experiences.
Tugade, M. M., & Fredrickson, B. L. (2004) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.86.2.320 · Cited by 3,947 · see citing works
Fredrickson, B. L. (2001) · American Psychologist · doi:10.1037//0003-066x.56.3.218 · Cited by 3,512 · see citing works
New Effect Size Rules of Thumb
Sawilowsky, S. S. (2009) · Journal of Modern Applied Statistical Methods · doi:10.22237/jmasm/1257035100 · Cited by 3,254 · see citing works
Sin, N. L., & Lyubomirsky, S. (2009) · Journal of Clinical Psychology · doi:10.1002/jclp.20593 · Cited by 2,955 · cited 2× · see citing works
“These findings complement prior work indicating that those with worse well-being (ie, lower positive affect, clinically depressed) appear to benefit the most from positive psychology interventions.(28) 44 28 44 Relieving HCW burn-out is a national imperative.”
BackgroundResultEysenbach, G. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.1.e11 · Cited by 2,524 · see citing works
Krasner, M. S. (2009) · JAMA · doi:10.1001/jama.2009.1384 · Cited by 1,650 · 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 · cited 2× · see citing works
“24 A recent meta-analysis of HCW interventions for burn-out revealed that, on average, interventions lead to small but significant improvements in burn-out.(25) Interventions can be categorised as either aimed at helping individuals improve their burn-out, or organisational activities aimed to reduce perceived demands…”
BackgroundRates of medication errors among depressed and burnt out residents: prospective cohort study
Fahrenkopf, A. M., Sectish, T. C., Barger, L. K., Sharek, P. J., Lewin, D., Chiang, V. W., Edwards, S., Wiedermann, B. L., & Landrigan, C. P. (2008) · BMJ · doi:10.1136/bmj.39469.763218.be · Cited by 1,175 · see citing works
Restoring the self: Positive affect helps improve self-regulation following ego depletion
Tice, D. M., Baumeister, R. F., Shmueli, D., & Muraven, M. (2007) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2006.05.007 · Cited by 836 · see citing works
Psychometric Properties of the CES-D-10 in a Psychiatric Sample
Björgvinsson, T., Kertz, S. J., Bigda-Peyton, J. S., McCoy, K. L., & Aderka, I. M. (2013) · Assessment · doi:10.1177/1073191113481998 · Cited by 690 · see citing works
Emotional exhaustion and workload predict clinician-rated and objective patient safety
Welp, A., Meier, L. L., & Manser, T. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01573 · Cited by 353 · see citing works
Asuero, A. M., Queraltó, J. M., Pujol-Ribera, E., Berenguera, A., Rodriguez-Blanco, T., & Epstein, R. M. (2014) · Journal of Continuing Education in the Health Professions · doi:10.1002/chp.21211 · Cited by 223 · see citing works
Golub, J. S., Weiss, P. S., Ramesh, A. K., Ossoff, R. H., & Johns, M. M. (2007) · Academic Medicine · doi:10.1097/acm.0b013e3180556825 · Cited by 175 · see citing works
Is it Time to Consider the “Burnout Syndrome†A Distinct Illness?
Bianchi, R., Schonfeld, I. S., & Laurent, E. (2015) · Frontiers in Public Health · doi:10.3389/fpubh.2015.00158 · Cited by 140 · see citing works
Amutio, A., Martínez-Taboada, C., Hermosilla, D., & Delgado, L. C. (2015) · Psychology, Health & Medicine · doi:10.1080/13548506.2014.986143 · Cited by 130 · see citing works
Flagged first, then by citations
Research works printed but not linked: 33
- [1]Shanafelt TD, Hasan O, Dyrbye LN, et al Changes in burnout and satisfaction with work-life balance in physicians and the general US working population between 2011 and 2014. Mayo Clin Proc 2015; 90: 1600– 13. 10.1016/j.mayocp.2015.08.023 26653297 · DOI · Paper page
- [2]Aiken LH, Sermeus W, Van den Heede K, et al Patient safety, satisfaction, and quality of hospital care: cross sectional surveys of nurses and patients in 12 countries in Europe and the United States. BMJ 2012; 344: e1717 10.1136/bmj.e1717 22434089 PMC3308724 · DOI
- [6]Wurm W, Vogel K, Holl A, et al Depression-Burnout Overlap in Physicians. PLoS One 2016; 11: e0149913 10.1371/journal.pone.0149913 26930395 PMC4773131 · DOI
- [7]Pedersen AF, Sørensen JK, Bruun NH, et al Risky alcohol use in Danish physicians: associated with alexithymia and burnout? Drug Alcohol Depend 2016; 160: 119– 26. 10.1016/j.drugalcdep.2015.12.038 26832935 · DOI
- [8]van der Heijden F, Dillingh G, Bakker A, et al Suicidal thoughts among medical residents with burnout. Arch Suicide Res 2008; 12: 344– 6. 10.1080/13811110802325349 18828037 · DOI
- [9]Mommersteeg PM, Heijnen CJ, Kavelaars A, et al Immune and endocrine function in burnout syndrome. Psychosom Med 2006; 68: 879– 86. 10.1097/01.psy.0000239247.47581.0c 17079708 · DOI
- [11]West CP, Tan AD, Shanafelt TD Association of resident fatigue and distress with occupational blood and body fluid exposures and motor vehicle incidents. Mayo Clin Proc 2012; 87: 1138– 44. 10.1016/j.mayocp.2012.07.021 23218084 PMC3541922 · DOI
- [12]Ramirez AJ, Graham J, Richards MA, et al Mental health of hospital consultants: the effects of stress and satisfaction at work. Lancet 1996; 347: 724– 8. 10.1016/S0140-6736(96)90077-X 8602002 · DOI
- [13]Dewa CS, Jacobs P, Thanh NX, et al An estimate of the cost of burnout on early retirement and reduction in clinical hours of practicing physicians in Canada. BMC Health Serv Res 2014; 14: 254 10.1186/1472-6963-14-254 24927847 PMC4062768 · DOI
- [14]Dewa CS, Loong D, Bonato S, et al How does burnout affect physician productivity? A systematic literature review. BMC Health Serv Res 2014; 14: 325 10.1186/1472-6963-14-325 25066375 PMC4119057 · DOI
- [15]Shanafelt TD, Balch CM, Bechamps G, et al Burnout and medical errors among American surgeons. Ann Surg 2010; 251: 995– 1000. 10.1097/SLA.0b013e3181bfdab3 19934755 · DOI · Paper page
- [17]Dyrbye LN, Varkey P, Boone SL, et al Physician satisfaction and burnout at different career stages. Mayo Clin Proc 2013; 88: 1358– 67. 10.1016/j.mayocp.2013.07.016 24290109 · DOI
- [23]West CP, Dyrbye LN, Rabatin JT, et al Intervention to promote physician well-being, job satisfaction, and professionalism: a randomized clinical trial. JAMA Intern Med 2014; 174: 527 10.1001/jamainternmed.2013.14387 24515493 · DOI · Paper page
- [27]Gander F, Proyer RT, Ruch W, et al Strength-based positive interventions: further evidence for their potential in enhancing well-being and alleviating depression. J Happiness Stud 2013; 14: 1241– 59. 10.1007/s10902-012-9380-0 · DOI · Paper page
- [29]Bianchi R, Laurent E Emotional information processing in depression and burnout: an eye-tracking study. Eur Arch Psychiatry Clin Neurosci 2015; 265: 27– 34. 10.1007/s00406-014-0549-x 25297694 · DOI
- [31]Wheeler DL, Vassar M, Worley JA, et al A reliability generalization meta-analysis of coefficient alpha for the maslach burnout inventory. Educ Psychol Meas 2011; 71: 231– 44. 10.1177/0013164410391579 · DOI
- [32]Schaufeli WB, Bakker AB, Hoogduin K, et al on the clinical validity of the maslach burnout inventory and the burnout measure. Psychol Health 2001; 16: 565– 82. 10.1080/08870440108405527 22804499 · DOI
- [33]Sexton JB, Adair KC, Leonard MW, et al Providing feedback following Leadership WalkRounds is associated with better patient safety culture, higher employee engagement and lower burnout. BMJ Qual Saf 2018; 27: bmjqs-2016-006399: 261– 70. 10.1136/bmjqs-2016-006399 PMC5867443 28993441 · DOI
- [34]Profit J, Sharek PJ, Amspoker AB, et al Burnout in the NICU setting and its relation to safety culture. BMJ Qual Saf 2014; 23: 806– 13. 10.1136/bmjqs-2014-002831 PMC4167972 24742780 · DOI · Paper page
- [37]Lin JD, Lin PY, Wu CL Wellbeing perception of institutional caregivers working for people with disabilities: use of subjective happiness scale and satisfaction with life scale analyses. Res Dev Disabil 2010; 31: 1083– 90. 10.1016/j.ridd.2010.03.009 20400262 · DOI
- [39]Sexton JB, Schwartz SP, Chadwick WA, et al The associations between work–life balance behaviours, teamwork climate and safety climate: cross-sectional survey introducing the work–life climate scale, psychometric properties, benchmarking data and future directions. BMJ Qual Saf 2016: bmjqs-2016-006032. PMC5481495 28008006
- [40]Wellenzohn S, Proyer RT, Ruch W How do positive psychology interventions work? A short-term placebo-controlled humor-based study on the role of the time focus. Pers Individ Dif 2016; 96: 1– 6. 10.1016/j.paid.2016.02.056 · DOI · Paper page
- [41]Peterson RA A Meta-analysis of cronbach’s coefficient alpha. J Consum Res 1994; 21: 381– 91. 10.1086/209405 · DOI · Paper page
- [43]McAllister-Williams RH Do antidepressants work? A commentary on "initial severity and antidepressant benefits: a meta-analysis of data submitted to the food and drug administration" by Kirsch et al. Evid Based Ment Health 2008; 11: 66– 8. 10.1136/ebmh.11.3.66 18669671 · DOI
- [44]Froh JJ, Kashdan TB, Ozimkowski KM, et al Who benefits the most from a gratitude intervention in children and adolescents? Examining positive affect as a moderator. J Posit Psychol 2009; 4: 408– 22. 10.1080/17439760902992464 · DOI
- [47]Fredrickson BL, Mancuso RA, Branigan C, et al The undoing effect of positive emotions. Motiv Emot 2000; 24: 237– 58. 10.1023/A:1010796329158 21731120 PMC3128334 · DOI · Paper page
- [50]Rippstein-Leuenberger K, Mauthner O, Sexton JB, et al Three good themes: a qualitative analysis of the three good things intervention in health care workers. Rev 2017. PMC5623381 28611090
- [52]Abbott J-A, Klein B, Hamilton C, et al The impact of online resilience training for sales managers on wellbeing and performance. E-Journal of Applied Psychology 2009; 5: 89– 95. 10.7790/ejap.v5i1.145 · DOI
- [53]Mongrain M, Anselmo-Matthews T Do positive psychology exercises work? A replication of Seligman et al. (2005). J Clin Psychol 2012; 68: 382– 9. 10.1002/jclp.21839 24469930 · DOI · Paper page
- [54]Colombo O, Ferretti VV, Ferraris C, et al Is drop-out from obesity treatment a predictable and preventable event? Nutr J 2014; 13: 13 10.1186/1475-2891-13-13 24490952 PMC3914843 · DOI
- [55]Dalle Grave R, Calugi S, Compare A, et al Weight loss expectations and attrition in treatment-seeking obese women. Obes Facts 2015; 8: 311– 8. 10.1159/000441366 26444382 PMC5644826 · DOI
- [56]Bahadir A, Iliaz S, Yurt S, et al Factors affecting dropout in the smoking cessation outpatient clinic. Chron Respir Dis 2016; 13: 155– 61. 10.1177/1479972316629953 26846679 PMC5734603 · DOI
- [57]Geraghty AW, Torres LD, Leykin Y, et al Understanding attrition from international Internet health interventions: a step towards global eHealth. Health Promot Int 2013; 28: 442– 52. 10.1093/heapro/das029 22786673 PMC3738071 · DOI
Cited by
Sorted by citations
Serrano-Ripoll, M. J., Meneses-Echavez, J. F., Ricci-Cabello, I., Fraile-Navarro, D., Fiol-deRoque, M. A., Pastor-Moreno, G., Castro, A., Ruiz-Pérez, I., Zamanillo Campos, R., & Gonçalves-Bradley, D. C. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.08.034 · Cited by 592 · see citing works
Cohen, C., Pignata, S., Bezak, E., Tie, M., & Childs, J. (2023) · BMJ open · doi:10.1136/bmjopen-2022-071203 · Cited by 514 · see citing works
“The gratitude study by Sexton and Adair 49 also reported significant improvements in both depressive symptoms (Center for Epidemiologic Studies Depression Scale (CES-D)) and subjective happiness (Subjective Happi-ness Scale (SHS)) following participants keeping a log of everything that went well for 15 days.”
BackgroundWell-being in high-risk pregnancy: an integrative review
Mirzakhani, K., Ebadi, A., Faridhosseini, F., & Khadivzadeh, T. (2020) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-020-03190-6 · Cited by 93 · see citing works
McPeek-Hinz, E., Boazak, M., Sexton, J. B., Adair, K. C., West, V., Goldstein, B. A., Alphin, R. S., Idris, S., Hammond, W. E., Hwang, S. E., et al. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2021.5686 · Cited by 80 · see citing works
“09) and more clinical encounters (median [IQR] total encounters: men, 43 [9-104] vs women, 48 [12-112]; P = .”
Self-citationDigital resilience interventions for healthcare workers: a systematic review
Larsson, M., Ho, D. M., Kirschner, M., Seifritz, E., & Manoliu, A. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1519670 · Cited by 14 · see citing works
A Mindfulness-Based Intervention for Acute Care Nursing Staff: A Pilot Study
Brouwer, K. R., Melander, S., Walmsley, L. A., Norton, J., & Okoli, C. (2024) · Journal of Holistic Nursing · doi:10.1177/08980101231181004 · Cited by 9 · see citing works
Tönis, K. J. M., Drossaert, C. H. C., ten Klooster, P. M., Schaer, M., Bourgeron, T., Buitelaar, J. K., Sadaka, Y., Freitag, C. M., Lapidus, K. M., Chiocchetti, A. G., et al. (2024) · Trials · doi:10.1186/s13063-024-08256-w · Cited by 3 · see citing works
- Authors
- Sexton, J. B., & Adair, K. C.
- Affiliations
- Duke University (US)
- Duke University Health System (US)
- Corresponding author
- Sexton, J Bryan
- Venue
- BMJ Open
- Publisher
- BMJ
- Published
- 2019-03
- Volume
- 9
- Issue
- 3
- Pages
- e022695
- ISSN
- 2044-6055 (ISSN-L)
- PMC
- PMC6475256
- OpenAlex
- W2923530273
- Cited by
- 135
- References
- 22
- Citations by year
- 2026: 4 · 2025: 13 · 2024: 20 · 2023: 20 · 2022: 22 · 2021: 30 · 2020: 25 · 2019: 1
- FWCI
- 26.59
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ Open (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development
- Topics
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Burnout
- Keywords
- gratitude interventions, healthcare worker well-being, burnout, emotional exhaustion, depression, work-life balance, happiness, online intervention, brief psychological intervention, attrition
- MeSH terms
- Work-Life Balance, Burnout, Professional, Depression, Female, Happiness, Health Personnel, Health Promotion, Humans, Male, Pilot Projects, Prospective Studies, Surveys and Questionnaires, Qualitative Research, Resilience, Psychological
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review