Volume 29, Issue 2
DOI: 10.24205/03276716.2020.276
BIG DATA ANALYSIS ON THE CORRELATION BETWEEN PSYCHOLOGICAL CAPITAL CONSTRUCTION AND EMOTIONAL BEHAVIOR
Abstract
Psychological capital, an important psychological variable, can alleviate the negative emotions of individuals and collectives. Based on big data analysis, this paper explores the correlation between psychological capital construction and emotional behaviors, and establishes the relationship between professional identity, psychological capital construction and emotional behaviors. The research data were collected through a questionnaire survey in 5 colleges in Nanjing, China, and subjected to variance analysis, correlation analysis and mediating effect analysis on SPSS. The results show that there are significant positive correlations between each dimension of psychological capital and each dimension of emotional behaviors, namely, the hope and self-efficacy greatly promote emotional behaviors, while the resiliency and optimism have an obviously partial mediating effect on the latter; the construction of psychological capital is influenced by gender, marital status and age. The research results lay a psychological basis for promoting the construction of psychological capital.
Keywords
Psychological Capital, Emotional Behavior, Professional Identity, Mediating Effect.