Submitted:
23 March 2026
Posted:
25 March 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Setting
2.2. Project Design
2.3. Data Collection
2.3.1. Institutional Approval
2.3.2. Burnout and Provider Experience Survey
2.3.3. Provider Experience Interviews
2.4. Analysis
2.4.1. Quantitative Analysis
2.4.2. Qualitative Analysis
2.4.3. Positionality
3. Results
3.1. Respondent Characteristics
3.2. Burnout Risk
3.3. Impact of Survey Respondent Characteristics on Burnout Risk
3.4. Thematic Analysis of Promoting and Mitigating Factors of Burnout
3.4.1. Emotional Exhaustion
“There is a massive admin burden on ICLs. Having to use 3 different systems that do not talk to each other…more than half a working day can easily be taken up with admin tasks. Adding to burden is the fact we have to input the same information in multiple different places which is time consuming.” (Hospital site staff)
“The workload seems manageable to me although I am not working full time with the Integrated care program…I like the flexibility of being able to choose my hours and see patients at mine and their convenience” (Community practice staff)
“…this is the kind of work that I really want to do and my job satisfaction stems from, you know, the great teamwork, the support that we get from leadership and just learning on a daily basis.” (Integrated Care Lead)
3.4.2. Depersonalization
“The program has grown so much that nobody cares anymore about the nurses. They used to appreciate but no longer…The program with has moved my love of the job from the start to now move to part time as I feel unappreciated now” (Community practice staff)
“Overall, the IC team provides a very supportive and positive work environment that helps when dealing with challenging patient situations.” (Hospital site staff)
“...I thought I was very gentle and respectful, but I don’t know. When I’m thinking about it, I don’t know where I went wrong with them. They weren’t happy. They reported me to the office” (Community practice staff)
“I absolutely love it. Just because as a lead, you have real autonomy to impact and provide literally care to the patients. They’re very personalized and care for the patients that you basically are under your wing, you’re taking care of. Of course, with your team, with your [homecare vendor] team, no, not, of course, alone. In other roles, I find a lot of limits and not necessary, not able to be that directly involved on a bigger scale as I have ability to be involved right now.” (Hospital site staff)
3.4.3. Personal Achievement
“For most of my patients, this program has had a positive impact. The enhanced care and access to resources makes a huge difference to their lives and what I can accomplish as a professional.” (Community practice staff)
“Workload can be a bit much at times, the amount of time I get paid to see client sometimes is not enough [for the desired] quality of care” (Community practice staff)
“So being able to deal with, like, I guess some more of this social aspect is a little harder for us because we don’t have, like, the background in social work to help folks like address like the marginalization issues they may experience.” (Hospital site staff)
4. Discussion
4.1. Strengths and Limitations
4.2. Future Directions
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ICL | Integrated Care Lead |
| ICP | Integrated Care Program |
| MBI | Maslach Burnout Inventory |
| MBI-HSS | Maslach Burnout Inventory Human Services Survey |
| UHN | University Health Network |
Appendix A
Appendix A.1

References
- Chowdhury, S. R.; Das, D. C.; Sunna, T. C.; Beyene, J.; Hossain, A. Global and regional prevalence of multimorbidity in the adult population in community settings: a systematic review and meta-analysis. EClinicalMedicine 2023, vol. 57. [Google Scholar] [CrossRef] [PubMed]
- Nicholson, K. Prevalence of multimorbidity and polypharmacy among adults and older adults: a systematic review. The Lancet Healthy Longevity 2024, vol. 5(no. 4), e287–e296. [Google Scholar] [CrossRef] [PubMed]
- Naylor, M. D.; Aiken, L. H.; Kurtzman, E. T.; Olds, D. M.; Hirschman, K. B. The importance of transitional care in achieving health reform. Health affairs 2011, vol. 30(no. 4), 746–754. [Google Scholar] [CrossRef]
- Karam, M. Nursing Care Coordination for Patients with Complex Needs in Primary Healthcare: A Scoping Review. International Journal of Integrated Care vol. 21(no. 1, p. 16), 2021-03-19 2021. [CrossRef]
- Agborsangaya, C. B.; Lau, D.; Lahtinen, M.; Cooke, T.; Johnson, J. A. Health-related quality of life and healthcare utilization in multimorbidity: results of a cross-sectional survey. Quality of life Research 2013, vol. 22(no. 4), 791–799. [Google Scholar] [CrossRef]
- Monterde, D.; Vela, E.; Cleries, M.; Garcia-Eroles, L.; Roca, J.; Pérez-Sust, P. Multimorbidity as a predictor of health service utilization in primary care: a registry-based study of the Catalan population. BMC family practice 2020, vol. 21(no. 1), 39. [Google Scholar] [CrossRef]
- Kiran, T. “Patient and caregiver priorities in the transition from hospital to home: results from province-wide group concept mapping,” (in eng). BMJ Qual Saf 2020, vol. 29(no. 5), 390–400. [Google Scholar] [CrossRef] [PubMed]
- Linder, W.; Ssegonja, R.; Feldman, I.; Kristiansson, R. S.; Marchi, J.; Winblad, U. Inter-Organizational Coordination to Improve Patient Outcomes in Multimorbid Older Patients Following Hospital Discharge–a Systematic Review. International Journal of Integrated Care vol. 25(no. 2), 12, 2025. [CrossRef]
- Rocks, S. “Cost and effects of integrated care: a systematic literature review and meta-analysis,” (in eng). Eur J Health Econ 2020, vol. 21(no. 8), 1211–1221. [Google Scholar] [CrossRef]
- Federman, A.; Soones, T.; DeCherrie, L.; Leff, B.; Siu, A. Association of a bundled hospital-at-home and 30-day postacute transitional care program with clinical outcomes and patient experiences. JAMA Intern Med. 2018, 178(8), 1033–40. [Google Scholar] [CrossRef]
- Kornas, K. Health care providers’ experiences with delivering person centred care in an Integrated Care Program for thoracic surgery patients in Ontario, Canada. Journal of Integrated Care 2021, vol. 29(no. 3), 346–356. [Google Scholar] [CrossRef]
- Au, M.; Kehn, M.; Ireys, H.; Blyler, C.; Brown, J. Care Coordinators in Integrated Care: Burnout Risk, Perceived Supports, and Job Satisfaction. American Journal of Preventive Medicine 2018-06-01 2018, vol. 54(no. 6), S250–S257. [Google Scholar] [CrossRef]
- Bodenheimer, T.; Sinsky, C. From Triple to Quadruple Aim: Care of the Patient Requires Care of the Provider. The Annals of Family Medicine vol. 12(no. 6), pp. 573-576, 2014-11-01 2014. [CrossRef]
- Havens, D. S.; Gittell, J. H.; Vasey, J. Impact of relational coordination on nurse job satisfaction, work engagement and burnout: Achieving the quadruple aim. JONA: The Journal of Nursing Administration 2018, vol. 48(no. 3), 132–140. [Google Scholar] [CrossRef] [PubMed]
- Friedman, A.; Howard, J.; Shaw, E. K.; Cohen, D. J.; Shahidi, L.; Ferrante, J. M. Facilitators and barriers to care coordination in patient-centered medical homes (PCMHs) from coordinators’ perspectives. The Journal of the American Board of Family Medicine 2016, vol. 29(no. 1), 90–101. [Google Scholar] [CrossRef]
- Baxter, S.; Johnson, M.; Chambers, D.; Sutton, A.; Goyder, E.; Booth, A. The effects of integrated care: a systematic review of UK and international evidence. BMC Health Services Research vol. 18(no. 1), 2018-12-01 2018. [CrossRef]
- Whitebird, R. R. Clinician burnout and satisfaction with resources in caring for complex patients. General Hospital Psychiatry 2017, vol. 44, 91–95. [Google Scholar] [CrossRef]
- Maslach, C.; Schaufeli, W. B.; Leiter, M. P. Job burnout. Annual review of psychology 2001, vol. 52(no. 2001), 397–422. [Google Scholar] [CrossRef] [PubMed]
- Maslach, C.; Jackson, S. E. The measurement of experienced burnout. Journal of Organizational Behavior vol. 2(no. 2), pp. 99-113, 1981-04-01 1981. [CrossRef]
- Misra-Hebert, A. D. Implementing team-based primary care models: a mixed-methods comparative case study in a large, integrated health care system. Journal of General Internal Medicine 2018-11-01 2018, vol. 33(no. 11), 1928–1936. [Google Scholar] [CrossRef]
- Zubatsky, M.; Pettinelli, D.; Salas, J.; Davis, D. Associations Between Integrated Care Practice and Burnout Factors of Primary Care Physicians. Family Medicine 2018-11-02 2018, vol. 50(no. 10), 770–774. [Google Scholar] [CrossRef]
- Purcell, N.; Zamora, K.; Tighe, J.; Li, Y.; Douraghi, M.; Seal, K. The integrated pain team: A mixed-methods evaluation of the impact of an embedded interdisciplinary pain care intervention on primary care team satisfaction, confidence, and perceptions of care effectiveness. Pain Medicine 2018, vol. 19(no. 9), 1748–1763. [Google Scholar] [CrossRef]
- Selamu, M.; Hanlon, C.; Medhin, G.; Thornicroft, G.; Fekadu, A. Burnout among primary healthcare workers during implementation of integrated mental healthcare in rural Ethiopia: a cohort study. Human Resources for Health vol. 17(no. 1), 2019-12-01 2019. [CrossRef] [PubMed]
- Liu, M.; Wang, J.; Lou, J.; Zhao, R.; Deng, J.; Liu, Z. What is the impact of integrated care on the job satisfaction of primary healthcare providers: a systematic review. Human Resources for Health vol. 21(no. 1), 2023-11-01 2023. [CrossRef] [PubMed]
- Stephenson, M. D.; Campbell, J. M.; Lisy, K.; Aromataris, E. C. Assessing healthcare professionals’ experiences of integrated care: do surveys tell the full story? JBI Evidence Implementation 2017, vol. 15(no. 3), 90–101. [Google Scholar] [CrossRef]
- Network, U. H. UHN—Report to Our Community. Available online: https://www.uhn.ca/reporttoourcommunity (accessed on 2026-03-18 2026).
- Embuldeniya, G.; Kirst, M.; Walker, K.; Wodchis, W. P. The Generation of Integration: The Early Experience of Implementing Bundled Care in Ontario, Canada. The Milbank Quarterly 2018-12-01 2018, vol. 96(no. 4), 782–813. [Google Scholar] [CrossRef]
- Ontario, H. Q. “Transitions Between Hospital and Home: Care for People of All Ages,” 2020. Available online: https://www.hqontario.ca/Portals/0/documents/evidence/quality-standards/qs-transitions-between-hospital-and-home-quality-standard-en.pdf.
- O’Neill, M. Experiences and Reported Outcomes of Patients and Caregivers Enrolled in an Integrated Care Program for Thoracic Surgery: A Qualitative Evaluation. International Journal of Integrated Care 2023, vol. 23(no. 2), 11. [Google Scholar] [CrossRef]
- Creswell, J. W.; Clark, V. L. P. Designing and conducting mixed methods research; Sage publications, 2017. [Google Scholar]
- Ryan, N. Development of the ASSESS tool: a comprehenSive tool to Support rEporting and critical appraiSal of qualitative, quantitative, and mixed methods implementation reSearch outcomes. Implementation Science Communications vol. 3(no. 1), 2022-12-01 2022. [CrossRef]
- Harris, P. A. The REDCap consortium: Building an international community of software platform partners. Journal of Biomedical Informatics vol. 95, 103208, 2019/07/01/ 2019. [CrossRef]
- Maslach, C.; Jackson, S. E.; Leiter, M. P. Maslach burnout inventory; Scarecrow Education, 1997. [Google Scholar]
- Soares, J. P.; Lopes, R. H.; Mendonça, P. B. D. S.; Silva, C. R. D. V.; Rodrigues, C. C. F. M.; Castro, J. L. D. Use of the Maslach Burnout Inventory Among Public Health Care Professionals: Scoping Review. JMIR Mental Health vol. 10, p. e44195, 2023-07-21 2023. [CrossRef]
- Hsieh, H. F.; Shannon, S. E. “Three approaches to qualitative content analysis,” (in eng). Qual Health Res 2005, vol. 15(no. 9), 1277–88. [Google Scholar] [CrossRef]
- Yu, H.; Jiang, A.; Shen, J. Prevalence and predictors of compassion fatigue, burnout and compassion satisfaction among oncology nurses: A cross-sectional survey. International journal of nursing studies 2016, vol. 57, 28–38. [Google Scholar] [CrossRef]
- Wang, W. Teamwork quality and health workers burnout nexus: a new insight from canonical correlation analysis. Human resources for health 2022, vol. 20(no. 1), 52. [Google Scholar] [CrossRef]
- Helfrich, C. D. Elements of team-based care in a patient-centered medical home are associated with lower burnout among VA primary care employees. Journal of general internal medicine 2014, vol. 29, no. Suppl 2, 659–666. [Google Scholar] [CrossRef]
- Kanter, R. M. Some effects of proportions on group life: Skewed sex ratios and responses to token women. American journal of Sociology 1977, vol. 82(no. 5), 965–990. [Google Scholar] [CrossRef]
- Zhang, L. Gender differences in the experience of burnout and its correlates among Chinese psychiatric nurses during the COVID-19 pandemic: A large-sample nationwide survey. International journal of mental health nursing 2022, vol. 31(no. 6), 1480–1491. [Google Scholar] [CrossRef] [PubMed]
- Houkes; Winants, Y.; Twellaar, M.; Verdonk, P. Development of burnout over time and the causal order of the three dimensions of burnout among male and female GPs. A three-wave panel study. BMC Public health 2011, vol. 11(no. 1), 240. [Google Scholar] [CrossRef] [PubMed]
- Quigley, D. D.; Slaughter, M. E.; Qureshi, N.; Hays, R. D. Associations of Primary Care Provider Burnout with Quality Improvement, Patient Experience Measurement, Clinic Culture, and Job Satisfaction. Journal of General Internal Medicine vol. 39(no. 9), pp. 1567-1574, 2024-07-01 2024. [CrossRef]
- Sidiq, M. Burnout experience among healthcare workers post third COVID-19 wave in India; findings of a cross-sectional study. PeerJ 2024, vol. 12, e18039. [Google Scholar] [CrossRef]
- Cañadas-De la Fuente, G. A.; Ortega, E.; Ramirez-Baena, L.; De la Fuente-Solana, E. I.; Vargas, C.; Gómez-Urquiza, J. L. Gender, marital status, and children as risk factors for burnout in nurses: A meta-analytic study. International journal of environmental research and public health 2018, vol. 15(no. 10), 2102. [Google Scholar] [CrossRef]
- Sterling, R. Identifying and Prioritizing Workplace Climate Predictors of Burnout Among VHA Primary Care Physicians. Journal of General Internal Medicine vol. 37(no. 1), pp. 87-94, 2022-01-01 2022. [CrossRef]
- Scott. International research priorities for integrated care and cross-boundary working: an electronic Delphi study. International Journal for Quality in Health Care 2024, vol. 36(no. 4), mzae095. [Google Scholar] [CrossRef]
- Clark, C. The 10 ways: EHRs lead to burnout. Internal Medicine News 2016, vol. 49(no. 7), 1–3. [Google Scholar]
- Fabio, P.; Stefania, S.; Elisabetta, T.; Thi, T. C. N.; Iolanda, G. Public health and burnout: a survey on lifestyle changes among workers in the healthcare sector. Acta Bio Medica: Atenei Parmensis 2019, vol. 90(no. 1), 24. [Google Scholar]
- O’Neill, M. “Experiences and Reported Outcomes of Patients and Caregivers Enrolled in an Integrated Care Program for Thoracic Surgery: A Qualitative Evaluation,” (in eng). Int J Integr Care 2023, vol. 23(no. 2), 11. [Google Scholar] [CrossRef]
- Maslach, C.; Leiter, M. P. Understanding the burnout experience: recent research and its implications for psychiatry. World psychiatry 2016, vol. 15(no. 2), 103–111. [Google Scholar] [CrossRef]
- Singh. Burnout among public health workers in Canada: a cross-sectional study. BMC Public Health 2024, vol. 24(no. 1), 48. [Google Scholar] [CrossRef] [PubMed]
- Dor, A.; Mashiach Eizenberg, M.; Halperin, O. Hospital nurses in comparison to community nurses: motivation, empathy, and the mediating role of burnout. Canadian Journal of Nursing Research 2019, vol. 51(no. 2), 72–83. [Google Scholar] [CrossRef]
- Portoghese; Galletta, M.; Leiter, M. P.; Finco, G.; d’Aloja, E.; Campagna, M. Job demand-control-support latent profiles and their relationships with interpersonal stressors, job burnout, and intrinsic work motivation. International Journal of Environmental Research and Public Health 2020, vol. 17(no. 24), 9430. [Google Scholar] [CrossRef] [PubMed]
- Möckli, N. The home care work environment’s relationships with work engagement and burnout: a cross-sectional multi-centre study in Switzerland. Health & Social Care in the Community 2020, vol. 28(no. 6), 1989–2003. [Google Scholar]

| Characteristics | Survey | Interviews |
|---|---|---|
| Age, mean ± SD | 42.3 ± 9.7 | 38.0 ± 8.4 |
| Gender, N (%) | ||
| Woman | 21 (75) | 19 (95) |
| Man | 7 (25) | 1 (5) |
| Work location, N (%) | ||
| Hospital site | 12 (43) | 13 (65) |
| Community practice | 15 (54) | 7 (35) |
| Unknown | 1 (4) | 0 (0) |
| Months in Integrated Care, median [IQR] | 12.0 [12.0] | N/A |
| Patients cared for, median [IQR] | 170.0 [245.0] | N/A |
| Years practiced, median [IQR] | 6.5 [7.8] | N/A |
| Variable | Emotional exhaustion | Depersonalization | Personal achievement |
|---|---|---|---|
| Age1 | 0.04 (-0.34, 0.41) | -0.10 (-0.46, 0.28) | 0.23 (-0.16, 0.56) |
| Gender: woman2 | -1.91 (-13.84, 1.18)* | -2.27 (-12.21, 0.11)* | 0.43 (-3.25, 4.87) |
| Work site: hospital2 | 0.74 (-3.64, 7.70) | 2.51 (0.84, 8.66)** | -1.10 (-6.10, 1.86) |
| Months worked in the ICP3 | 0.20 (-0.19, 0.53) | 0.37 (0.00, 0.65)* | -0.03, (-0.39, 0.35) |
| Patients cared for while working in the ICP3 | 0.27 (-0.13, 0.67) | 0.48 (0.15, 0.82)** | 0 (-0.46, 0.46) |
| Years of professional practice3 | -0.07 (-0.50, 0.36) | -0.05 (-0.49, 0.39) | 0.18 (-0.29, 0.66) |
| Emotional exhaustion1 | - | 0.75 (0.53, 0.88)** | -0.30 (-0.60, 0.09) |
| Depersonalization1 | 0.75 (0.53, 0.88)** | - | -0.31 (-0.61, 0.07) |
| Personal achievement1 | -0.30 (-0.60, 0.09) | -0.31 (-0.61, 0.07) | - |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).