Objective:To investigate the correlation between graduate students' source information and their destinations as well as the potential influencing factors, and to provide a reference for employment guidance for graduate students.Methods:A total of 9 599 entries of 2019-2023 graduate students' source information and destinations were exported from the Chongqing smart employment platform for college graduates. With the use of SPSS software, we performed chi-square tests for contingency tables, and further confirmed the detected statistically significant factors through multinomial logistic regression analysis.Results:There were significant differences in the destinations of graduate students of different ages, training types, and source origins (all P<0.001). Students from the western region accounted for 80.82%(7 758/9 599) of the whole population, indicating that the western region was the major student source of the university. The destinations of the graduate students were concentrated in the western region [82.32% (7 902/9 599)], radiating to the eastern region [10.77% (1 034/9 599)] and central region [6.02% (578/9 599)]. According to the multinomial logistic regression analysis, compared with the students aged 21-25 years, the likelihoods of those aged 26-30 years choosing the central region and the eastern region as their destinations were 0.631 times and 0.813 times, respectively; and the likelihood of the students aged 31-35 years choosing the eastern region was 0.633 times. Professional graduate students were 0.678, 0.806, 0.257, and 0.447 times as likely as academic graduate students to choose the central region, the eastern region, the northeastern region, and Hong Kong, Macao, Taiwan, and other regions, respectively. Conclusions:The destinations of graduate students differ regionally by source origin and age bracket. Compared with academic graduate students, professional graduate students have greater regional mobility.

Objective:To investigate the correlation between graduate students' source information and their destinations as well as the potential influencing factors, and to provide a reference for employment guidance for graduate students.Methods:A total of 9 599 entries of 2019-2023 graduate students' source information and destinations were exported from the Chongqing smart employment platform for college graduates. With the use of SPSS software, we performed chi-square tests for contingency tables, and further confirmed the detected statistically significant factors through multinomial logistic regression analysis.Results:There were significant differences in the destinations of graduate students of different ages, training types, and source origins (all P<0.001). Students from the western region accounted for 80.82%(7 758/9 599) of the whole population, indicating that the western region was the major student source of the university. The destinations of the graduate students were concentrated in the western region [82.32% (7 902/9 599)], radiating to the eastern region [10.77% (1 034/9 599)] and central region [6.02% (578/9 599)]. According to the multinomial logistic regression analysis, compared with the students aged 21-25 years, the likelihoods of those aged 26-30 years choosing the central region and the eastern region as their destinations were 0.631 times and 0.813 times, respectively; and the likelihood of the students aged 31-35 years choosing the eastern region was 0.633 times. Professional graduate students were 0.678, 0.806, 0.257, and 0.447 times as likely as academic graduate students to choose the central region, the eastern region, the northeastern region, and Hong Kong, Macao, Taiwan, and other regions, respectively. Conclusions:The destinations of graduate students differ regionally by source origin and age bracket. Compared with academic graduate students, professional graduate students have greater regional mobility.

Objective:To study the status and trend of research on the relationship between diabetes and intestinal flora from 2004 to 2021 using bibliometric analysis method.Methods:Research articles related to diabetic intestinal flora from 2004 to 2021 were searched through the Science Web database. The bibliometrics software package used is R-4.0.0. The number of articles published, the country of publication, the research institution, the citation status of the journal, and the keywords were analyzed.Results:A total of 343 papers were published from 2004 to 2021, with an overall increase in the number of papers published. All references were cited 15 794 times in total, with an average of 46.05 citations per article. The literature were published in 32 countries or regions, of which China had the largest number of publications and the United States had the largest number of citations. All the works of literature involved 707 research institutes, of which Copenhagen University published the most. Six of the 10 scientific research institutes with the largest number of published articles were Chinese. All works of literature involved 1 160 keywords, which could be clustered into six categories: intestinal flora, inflammation, microbial flora, diseases, metabolism and weight loss. All the documents were mainly published in 226 journals. Among the 10 documents with the highest citation frequency, there were nine journals in the first layer of the Chinese Academy of Sciences journal classification and four documents with citation frequency greater than 500.Conclusion:The research on intestinal flora of diabetes is in its infancy, but it has developed well. The research mainly focuses on how intestinal flora affects the pathogenesis of diabetes.