Structural Equation Modeling: Effects of Master Adaptive Learner and Clinical Learning Environment Attributes on Career Satisfaction and Intention to Stay

OBJECTIVE

The objective of this observational study was to test a proposed conceptual model depicting the influence of personal and environmental attributes of clinical learning environments on rehabilitation professionals' career satisfaction and intention to stay with their current organization. The mediating effects of 2 loci of engagement were also assessed.

METHODS

Rehabilitation professionals (physical therapists, occupational therapists, speech-language pathologists, and registered nurses; n = 436) from 4 health care organizations in the Northeast, Southeast, and Midwest regions in the USA completed a battery of questionnaires related to personal attributes (resilience and orientation toward lifelong learning), environmental attributes (innovation support and basic psychological need satisfaction at work), loci of engagement (professional and organizational), career satisfaction, and intention to stay. Data were analyzed using structural equation modeling.

RESULTS

The measurement and structural model fit was acceptable. The greatest total effects on career satisfaction (r = .459) and intention to stay (r = .462) were observed through the influences of basic psychological need satisfaction, professional engagement, and organizational engagement. Orientation toward lifelong learning was negatively associated with career satisfaction (r = -.208) and intention to stay (r = -.154), but this was mitigated by organizational engagement (r = -.060 and - .134, respectively). Small but significant total effects were also observed between innovation support, professional and organizational engagement, and intention to stay (r = .144) and resilience, professional and organizational engagement, and career satisfaction (r = .110).

CONCLUSION

Clinical learning environments that support rehabilitation professionals' basic psychological needs (autonomy, competency, and relatedness) are associated with greater career satisfaction and intention to stay. This association is further enhanced by organizational engagement and innovation support.

IMPACT

Rehabilitation organizations interested in developing and retaining master adaptive learners should create clinical learning environments that reinforce rehabilitation professionals' sense of autonomy, competency, and relatedness, and are supportive on innovative behaviors.

Adventures in environmental data reporting: high tech, low tech, and everything in between or Wisconsin DNR's reporting systems move toward the future

Electronic data transmittal and data warehouses seem like obvious solutions for streamlining reporting systems and managing large bodies of data; however, regulatory agencies like Wisconsin Department of Natural Resources (DNR) face significant barriers in implementation. In addition to the development costs to the Agency, regulators may be limited by the capabilities of the regulated community and the perceived burden for small businesses and communities. Electronic systems can be implemented incrementally if supported by state regulations and processes for insuring data integrity.