{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T12:23:44Z","timestamp":1771244624799,"version":"3.50.1"},"reference-count":61,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T00:00:00Z","timestamp":1771200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"European Union-NextGenerationEU","award":["BG-RRP-2.013-0001"],"award-info":[{"award-number":["BG-RRP-2.013-0001"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>This paper conceptualises burnout in Project-Based Organisations (PBOs) as a systemic emergent property arising from the non-linear interaction between structural demands and human capital. Utilising a System Dynamics (SD) methodology, the study constructs a Causal Loop Diagram (CLD) to visualise the feedback architecture governing the burnout cycle. The analysis identifies the dynamic tension between the Reinforcing Loop of exhaustion (R1) and the Balancing Loop of adaptation (B1). A key theoretical contribution is the positioning of the Project Manager\u2019s Emotional Intelligence (EI) not merely as a soft skill but as a systemic control lever (B2) capable of reducing information delays and shifting the system from reactive to proactive homeostasis. Crucially, the study operationalises these conceptual findings into a Burnout Risk Management Framework (BRMF), accompanied by a practical diagnostic dashboard. This tool offers managers a set of leading and lagging indicators for early detection, bridging the gap between theoretical plausibility and applied risk management in high-entropy project environments.<\/jats:p>","DOI":"10.3390\/systems14020210","type":"journal-article","created":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T11:11:28Z","timestamp":1771240288000},"page":"210","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Burnout Risk Management Framework (BRMF) in Project-Based Organizations: Emotional Intelligence Systemic Lever"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-2993-077X","authenticated-orcid":false,"given":"Ana","family":"Todorova","sequence":"first","affiliation":[{"name":"Faculty of Business and Management, University of Ruse Angel Kanchev, Studentska 8, 7017 Ruse, Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Irina","family":"Kostadinova","sequence":"additional","affiliation":[{"name":"Faculty of Business and Management, University of Ruse Angel Kanchev, Studentska 8, 7017 Ruse, Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Svilena","family":"Ruskova","sequence":"additional","affiliation":[{"name":"Faculty of Business and Management, University of Ruse Angel Kanchev, Studentska 8, 7017 Ruse, Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Silvia","family":"Beloeva","sequence":"additional","affiliation":[{"name":"Faculty of Business and Management, University of Ruse Angel Kanchev, Studentska 8, 7017 Ruse, Bulgaria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2026,2,16]]},"reference":[{"key":"ref_1","first-page":"265","article-title":"Project based organization\u2014An integrated approach","volume":"9","author":"Bocean","year":"2011","journal-title":"Manag. Mark."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"102589","DOI":"10.1016\/j.ijproman.2024.102589","article-title":"Change in a project-based organization: The mutual shaping of institutional logics and change programs","volume":"42","author":"Sloot","year":"2024","journal-title":"Int. J. Proj. Manag."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Ed\u00fa-Valsania, S., Lagu\u00eda, A., and Moriano, J.A. (2022). Burnout: A Review of Theory and Measurement. Int. J. Environ. Res. Public Health, 19.","DOI":"10.3390\/ijerph19031780"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"8335","DOI":"10.1038\/s41598-025-92909-6","article-title":"Burnout and Stress: New Insights and Interventions","volume":"15","author":"Tang","year":"2025","journal-title":"Sci. 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J."},{"key":"ref_8","first-page":"6","article-title":"Emotional intelligence and workplace adaptability: Mechanisms for thriving in dynamic environments","volume":"13","author":"Parida","year":"2025","journal-title":"IUJ J. Manag."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Chevalier, S., Perot, A., Klenkenberg, S., Dumoulin, F., Declaye, J., Stipulante, S., Ghuysen, A., and Paquay, M. (2025). Emotional intelligence, transformational leadership, and team satisfaction during the COVID-19 period in Belgium. Front. Organ. Psychol., 3.","DOI":"10.3389\/forgp.2025.1578835"},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Tamer, N. (2025). The Importance of Emotional Intelligence in Managers and Its Impact on Employee Performance Amid Turbulent Times. Adm. Sci., 15.","DOI":"10.3390\/admsci15080300"},{"key":"ref_11","unstructured":"Khan, H.U., Khan, S., and Ali, A. (2024). AI and emotional intelligence in project management: A systematic literature review. Perspectives on Artificial Intelligence in Times of Turbulence: Theoretical Background to Applications, IGI Global."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1007\/s42524-023-0258-0","article-title":"How do project-oriented organizations enhance innovation? An institutional theory perspective","volume":"10","author":"Sankaran","year":"2023","journal-title":"Front. Eng. Manag."},{"key":"ref_13","doi-asserted-by":"crossref","unstructured":"Meslec, N., Curseu, P.L., Fodor, O.C., Batisti\u010d, S., and Kenda, R. (2023). Multiple teams, multiple projects, multiple groups at the intersection of (multiple) research fields: A bibliometric study. Front. Psychol., 14.","DOI":"10.3389\/fpsyg.2023.1027349"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"108136","DOI":"10.1016\/j.ecolecon.2024.108136","article-title":"Leverage points for sustainability transformation: Identifying past and future changes in the Finnish (circular) plastic packing system","volume":"219","author":"Horn","year":"2024","journal-title":"Ecol. Econ."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"12445","DOI":"10.1007\/s00500-022-07143-3","article-title":"A hybrid decision-making framework to manage occupational stress in project-based organizations","volume":"26","author":"Sazvar","year":"2022","journal-title":"Soft Comput."},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Aliu, J., Oke, A.E., Kineber, A.F., Ebekozien, A., Aigbavboa, C.O., Alaboud, N.S., and Daoud, A.O. (2023). Towards a New Paradigm of Project Management: A Bibliometric Review. Sustainability, 15.","DOI":"10.3390\/su15139967"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"13947","DOI":"10.1111\/poms.13947","article-title":"Opportunities for system dynamics research in operations management for public policy","volume":"32","author":"Anderson","year":"2023","journal-title":"Prod. Oper. Manag."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Veldhuis, G.A., Sluijs, T., Van Zwieten, M.H., Bouwman, J., Wiezer, N.M., and Wortelboer, H.M. (2020). A Proof-of-Concept System Dynamics Simulation Model of the Development of Burnout and Recovery Using Retrospective Case Data. Int. J. Environ. Res. Public Health, 17.","DOI":"10.3390\/ijerph17165964"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"8","DOI":"10.2307\/41166098","article-title":"System dynamics: Tools for learning in a complex world","volume":"43","author":"Sterman","year":"2001","journal-title":"Calif. Manag. Rev."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Bredin, K., and S\u00f6derlund, J. (2011). Project-Based Organizations. Human Resource Management in Project-Based Organizations, Palgrave Macmillan. Available online: https:\/\/link.springer.com\/chapter\/10.1057\/978-0-230-29751-7_2.","DOI":"10.1057\/9780230297517"},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Govindaras, B., Wern, T.S., Kaur, S., Haslin, I.A., and Ramasamy, R.K. (2023). Sustainable Environment to Prevent Burnout and Attrition in Project Management. Sustainability, 15.","DOI":"10.3390\/su15032364"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1146\/annurev-orgpsych-120920-053933","article-title":"Job Demands\u2013Resources Theory: Ten Years Later","volume":"10","author":"Bakker","year":"2023","journal-title":"Annu. Rev. Organ. Psychol. Organ. Behav."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Kov\u00e1cs, M., Muity, G., Szap\u00e1ry, \u00c1., Nemesk\u00e9ri, Z., V\u00e1radi, I., Kapus, K., Tibold, A., Zalayn\u00e9, N.M., Horvath, L., and Feh\u00e9r, G. (2023). The prevalence and risk factors of burnout and its association with mental issues and quality of life among hungarian postal workers: A cross-sectional study. BMC Public Health, 23.","DOI":"10.1186\/s12889-023-15002-5"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10615806.2020.1797695","article-title":"Job Demands-Resources theory and self-regulation: New explanations and remedies for job burnout","volume":"34","author":"Bakker","year":"2021","journal-title":"Anxiety Stress Coping."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"113585","DOI":"10.1016\/j.eswa.2020.113585","article-title":"Integrating systems thinking skills with multi-criteria decision-making technology to recruit employee candidates","volume":"160","author":"Karam","year":"2020","journal-title":"Expert Syst. Appl."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"602","DOI":"10.1016\/j.jbusres.2021.10.018","article-title":"A dynamic system of job performance with goals and leadership changes as shocks","volume":"139","author":"Dishop","year":"2022","journal-title":"J. Bus. Res."},{"key":"ref_27","doi-asserted-by":"crossref","unstructured":"Shoman, Y., Rousson, V., Bianchi, R., and Guseva Canu, I. (2022). Holistic Assessment of Factors Associated with Exhaustion, the Main Symptom of Burnout: A Meta-Analysis of Longitudinal Studies. Int. J. Environ. Res. Public Health, 19.","DOI":"10.3390\/ijerph192013037"},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"e70004","DOI":"10.1111\/inr.70004","article-title":"Finding the paths between job demand\u2013resources and turnover intention of community mental health nurses in Korea","volume":"72","author":"Hwang","year":"2025","journal-title":"Int. Nurs. Rev."},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Yousef, C.C., Farooq, A., Amateau, G., Abu Esba, L.C., Burnett, K., and Alyas, O.A. (2024). The effect of job and personal demands and resources on healthcare workers\u2019 wellbeing: A cross-sectional study. PLoS ONE, 19.","DOI":"10.1371\/journal.pone.0303769"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"104752","DOI":"10.1016\/j.ssci.2020.104752","article-title":"Symbiotic types of systems thinking with systematic management in occupational health & safety","volume":"128","author":"Karanikas","year":"2020","journal-title":"Saf. Sci."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1108\/JHLSCM-10-2023-0097","article-title":"Systems thinking approach to human resources development in public health supply chains","volume":"15","author":"Meier","year":"2025","journal-title":"J. Humanit. Logist. Supply Chain. Manag."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"106237","DOI":"10.1016\/j.ssci.2023.106237","article-title":"How does the regulatory context influence systems thinking in work health and safety (WHS) inspectors?","volume":"166","author":"Knobel","year":"2023","journal-title":"Saf. Sci."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"106168","DOI":"10.1016\/j.ssci.2023.106168","article-title":"Interviews with rail industry leaders about systems thinking in the management of organisational change and risk management","volume":"164","author":"Ryan","year":"2023","journal-title":"Saf. Sci."},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Kunc, M. (2024). The Systems Thinking Approach to Strategic Management. Systems, 12.","DOI":"10.3390\/systems12060213"},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Babysheva, V., Neiterman, E., Bigelow, P., and Yessis, J. (2025). Systems Thinking and Human Resource Management in Healthcare: A Scoping Review of Core Applications Across Health System Levels. Systems, 13.","DOI":"10.3390\/systems13111001"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"297","DOI":"10.3390\/systems2030297","article-title":"A Designed Framework for Delivering Systems Thinking Skills to Small Business Managers","volume":"2","author":"Sun","year":"2014","journal-title":"Systems"},{"key":"ref_37","unstructured":"Sankaran, S., Haslett, T., and Sheffield, J. (2010, January 22\u201324). Systems thinking approaches to address complex issues in project management. Proceedings of the PMI\u00ae Global Congress 2010\u2014Asia Pacific, Melbourne, Australia. Available online: https:\/\/www.pmi.org\/learning\/library\/systems-thinking-soft-methodology-issues-6912."},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"David, A. (2024). Human Resource Management in Complex Environments: A Viable Model Based on Systems Thinking. Systems, 12.","DOI":"10.3390\/systems12110489"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1328","DOI":"10.1093\/heapol\/czac064","article-title":"How to do (or not to do)\u2026using causal loop diagrams for health system research in low and middle-income settings","volume":"37","author":"Cassidy","year":"2022","journal-title":"Health Policy Plan"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"100613","DOI":"10.1016\/j.chbr.2025.100613","article-title":"The influence of causal loop diagrams on systems thinking and information utilization in complex problem-solving","volume":"17","author":"Veldhuis","year":"2025","journal-title":"Comput. Hum. Behav. Rep."},{"key":"ref_41","unstructured":"Savory Institute\/IISD (2026, January 09). Systems Thinking and Dynamics: SAVI Academy. International Institute for Sustainable Development 2020. Available online: https:\/\/www.iisd.org\/savi\/wp-content\/uploads\/2020\/03\/savi-academy-systems-thinking-dynamics-final.pdf."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1002\/sdr.377","article-title":"System dynamics applied to project management: A survey, assessment, and directions for future research","volume":"23","author":"Lyneis","year":"2007","journal-title":"Syst. Dyn. Rev."},{"key":"ref_43","first-page":"169","article-title":"Client project time schedule controls\u2014An empirically-based system dynamics conceptual model","volume":"29","author":"Chitongo","year":"2018","journal-title":"South Afr. J. Ind. Eng."},{"key":"ref_44","first-page":"17","article-title":"Emotional intelligence in the workplace: Enhancing team dynamics","volume":"4","author":"Midlage","year":"2025","journal-title":"Res. Invent. J. Curr. Issues Arts Manag."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"273","DOI":"10.62754\/ais.v6i3.220","article-title":"A Review of Emotional Intelligence\u2014Based Multi-Criteria Framework for Selecting Construction Project Managers in Malaysia","volume":"6","author":"Tamrin","year":"2025","journal-title":"Archit. Image Stud."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"25","DOI":"10.36406\/ijbam.v6i01.717_rec","article-title":"The influence of emotional intelligence in the workplace environment: A literature review","volume":"6","author":"Johennesse","year":"2023","journal-title":"Indones. J. Bus. Account. Manag."},{"key":"ref_47","first-page":"969","article-title":"Exploring Emotional Intelligence, Remote Work Dynamics, Team Collaboration, and Adaptive Leadership for Enhanced Success in the Digital Workplace","volume":"8","author":"Yasmeen","year":"2024","journal-title":"Pak. Soc. Sci. Rev."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"100992","DOI":"10.1016\/j.sftr.2025.100992","article-title":"Harnessing emotional and cultural intelligence for corporate sustainability in Indonesia: Examining psychological contracts, task interdependence, and environmentally sustainable project performance","volume":"10","author":"Marfu","year":"2025","journal-title":"Sustain. Futures"},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"P\u00e9rez Dom\u00ednguez, M. (2024). Employees\u2019 Emotional Intelligence and Job Satisfaction: The Mediating Role of Work Climate and Job Stress. Adm. Sci., 14.","DOI":"10.3390\/admsci14090205"},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Muneer, M., Khan, N., Awais Hussain, M., Shuai, Z., Khan, A.A., Farooq, R., Moawwez, M.A., and Tariq, M.A. (2022). A Quantitative Study of the Impact of Organizational Culture, Communication Management, and Clarity in Project Scope on Constructions\u2019 Project Success with Moderating Role of Project Manager\u2019s Competencies to Enhance Constructions Management Practices. Buildings, 12.","DOI":"10.3390\/buildings12111856"},{"key":"ref_51","first-page":"e74113","article-title":"Impact of Emotional Intelligence on Professional Performance and Stress Resilience Among Healthcare Practitioners","volume":"16","author":"Hashmi","year":"2024","journal-title":"Cureus"},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"Montenegro, A., Dobrota, M., Todorovic, M., Slavinski, T., and Obradovic, V. (2021). Impact of Construction Project Managers\u2019 Emotional Intelligence on Project Success. Sustainability, 13.","DOI":"10.3390\/su131910804"},{"key":"ref_53","doi-asserted-by":"crossref","unstructured":"Rodrigues, N.J., and Matos, C.I. (2024). The Relationship Between Managers\u2019 Emotional Intelligence and Project Management Decisions. Adm. Sci., 14.","DOI":"10.3390\/admsci14120318"},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Saccardi, I., and Masthoff, J. (2025). Adapting emotional support in teams: Productivity, emotional stability, and conscientiousness. Front. Artif. Intell., 8.","DOI":"10.3389\/frai.2025.1449176"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"e1230","DOI":"10.1002\/cl2.1230","article-title":"PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis","volume":"18","author":"Haddaway","year":"2022","journal-title":"Campbell Syst. Rev."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"100200","DOI":"10.1016\/j.cesys.2024.100200","article-title":"Systematic literature review on system dynamic modeling of sustainable business model strategies","volume":"13","author":"Jonsdottir","year":"2024","journal-title":"Clean. Environ. Syst."},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Strelkovskii, N., and Rovenskaya, E. (2021). Causal Loop Diagramming of Socioeconomic Impacts of COVID-19: State-of-the-Art, Gaps and Good Practices. Systems, 9.","DOI":"10.3390\/systems9030065"},{"key":"ref_58","doi-asserted-by":"crossref","unstructured":"Wong, A.H., Sabounchi, N.S., Roncallo, H.R., Ray, J.M., and Heckmann, R. (2022). A qualitative system dynamics model for effects of workplace violence and clinician burnout on agitation management in the emergency department. BMC Health Serv. Res., 22.","DOI":"10.1186\/s12913-022-07472-x"},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Barsties, L.S., van den Berg, S.W., Leone, S.S., Nicolaou, M., and van Oostrom, S.H. (2023). A system science perspective on burn-out: Development of an expert-based causal loop diagram. Front. Public Health, 11.","DOI":"10.3389\/fpubh.2023.1271591"},{"key":"ref_60","doi-asserted-by":"crossref","unstructured":"Monat, J.P., and Gannon, T.F. (2023). The Meaning of \u201cStructure\u201d in Systems Thinking. Systems, 11.","DOI":"10.3390\/systems11020092"},{"key":"ref_61","doi-asserted-by":"crossref","unstructured":"Schiele, J.K., Schr\u00f6ter, M., Berschick, J., Steinmetz, M., Bogdanski, M., Jankow, S., Stritter, W., Kessler, C.S., Seifert, G., and Koch, A.K. (2025). Designing the LAGOM burnout prevention program: A collaborative approach with healthcare professionals using intervention mapping. BMC Med. 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