Based on positive organizational scholarship in healthcare, this study examined the relationships between four dimensions of employee perception of training: workplace stress, organizational outcomes, job performance, and turnover intentions. We hypothesized that employee training perception would have a negative relationship with workplace stress and that stress would mediate the relationship between employee training perception, job performance, and turnover intentions. We obtained data on 317 elderly-care workers in Northern Cyprus and analyzed it using structural equation modeling. Employee training perception was negatively related to workplace stress, and stress was negatively related to job performance and positively related to turnover intention. In line with Job Demand-Resource theory (JD-R), workplace stress partially mediated the relationship between employee training perception and organizational outcomes. The study contributes to the literature by confirming that elderly-care organizations that provide training opportunities for employees can reduce workplace stress, build organizational strengths, and facilitate positive outcomes.