"The scope of economic theory expands if we consider that working provides people with both pecuniary compensation for its disutility and job satisfaction. This study empirically analyzes the job satisfaction of employees in Japanese private companies using a multivariate ordered probit model. In particular, we examine the effects of a big economic shock, such as the Lehman shock, on job satisfaction, as well as the effects of differences in gender and employment status. We estimate the model using a Bayesian analysis and a multivariate ordered probit model using the Markov chain Monte Carlo method. We show that non-pecuniary aspects of jobs play an important role in job satisfaction."

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