In recent years, with the rapid advancement of Internet technology and the impact of the COVID-19 pandemic, mobile phones have been used more frequently, the development trend of mobile phone addiction among Chinese college students is a concern to society. This cross-temporal meta-analysis provides compelling evidence of the rising trend of mobile phone addiction in Chinese college students based on data from 42 independent studies (Sample Size = 49,544) over the past decade (2013-2022), and discuss the three important rising periods. Furthermore, extended research has revealed correlated factors of mobile phone addiction among Chinese college students, including gender, anxiety, depression, loneliness, stress, well-being, social support, and resilience. Additionally, the study identified the National internet penetration rate and the National GDP index as significant predictors of mobile phone addiction in Chinese college students. These findings not only reveal the changing trends of mobile phone addiction among Chinese college students, but also enrich the understanding of mobile phone addiction among this population and provide a reference for improving mobile phone addiction among in the future.
In higher education, Personal growth initiative (PGI) has been the focus of attention, personal growth initiative is a fundamental mechanism for individual advancement, equipping college students with the resilience to navigate obstacles and bolstering self-enhancement. The present study comprehensively synthesizes existing research on the factors correlated with personal growth initiative among collegiate populations, aims to identify all correlated factors of college students' personal growth initiative, and the level of correlation. A systematic search was conducted through Scopus, Web of Science, PubMed, JSTOR, PsycINFO, ScienceDirect, and Wiley Online Library, as well as manually search in Google Schalor, spanning to collate research on college students' personal growth initiative. Quantitative synthesis was performed using STATA 17, while sensitivity was tested using a change effect model approach and publication bias was assessed employing Egger's test. After applying the Bonferroni correction, this study found that 18 factors were significantly positively correlated with college students' personal growth initiative, including 4 high-level correlated factors, 10 medium-level correlated factors, and 4 low-level correlated factors, as well as 4 factors were significantly negatively correlated, including 1 medium-level correlated factor and 3 low-level correlated factors. These findings offer valuable insights into personal growth initiative among college students, and the reference for educators and institutional leaders aiming to foster personal growth initiative for college student self-development.