This study used secondary data from the OpenICPSR dataset titled Role of Supervision in Preventing Burnout among Professionals Working with People in Difficulty. Burnout was assessed using the Maslach Burnout Inventory (Maslach & Jackson, 1981), with subscales capturing emotional exhaustion, depersonalization, and reduced personal accomplishment. The primary independent variables were perceived workplace support and quality of supervision, with education level, age, and seniority included as covariates. A multiple linear regression analysis was conducted using SPSS v29.0 to assess predictive relationships.
The overall regression model was statistically significant, F(13, 284) = 4.780, p < .001. Among the predictors, workplace support (β = 0.340, p < .001), education (β = 0.228, p = .031), and age (β = 0.398, p = .009) were significantly associated with burnout. Notably, supervision quality trended toward significance (β = -0.107, p = .053) but did not reach the conventional threshold. Seniority was not a significant predictor. These results suggest that burnout is shaped more powerfully by the broader workplace environment and demographic vulnerabilities than by supervision alone.
Findings from this study offer actionable implications for organizational leadership and policy implementation. They emphasize the need to prioritize robust peer and organizational support systems, especially for early-career professionals who appear more vulnerable to burnout. The counterintuitive finding that individuals with higher educational attainment reported increased burnout warrants further exploration, particularly in how heightened expectations and systemic challenges intersect with role identity and self-efficacy. While supervision quality trended toward significance, it did not emerge as a strong predictor in this model. Future research should investigate how different forms of supervision, such as reflective or trauma-informed approaches, may help prevent burnout when measured using more targeted tools. These findings can guide the development of mentorship models and expanded wellness infrastructure to foster sustainable, equitable work environments in human service settings.
By addressing burnout at the organizational level, this research advances social work science that is both practitioner-informed and policy-relevant. It also underscores the importance of integrating frontline experiences into research questions and dissemination strategies. Future studies should incorporate intersectional analyses to understand how burnout predictors vary by race, gender, and cultural context, thereby contributing to socially just and community-informed solutions. Ultimately, this study aims to bridge the research-to-practice gap by informing workforce policies that promote sustainability and equity across human service systems.
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