Edwin Buenaño, María José Beletanga, Mónica Mancheno
{"title":"哪些因素与了解辍学有关?厄瓜多尔一所联合资助大学的分析和政策影响,使用生存Cox模型","authors":"Edwin Buenaño, María José Beletanga, Mónica Mancheno","doi":"10.1080/15348431.2023.2271570","DOIUrl":null,"url":null,"abstract":"University dropout is a serious problem in higher education that is increasingly gaining importance, as it is essential to understand its causes and search for public and institutional policies that can help reduce it. This research uses conventional and extended Cox survival models to analyze the factors behind dropout rates at a co-financed higher education institution (HEI) in Ecuador. The latter allows us to model specific components, such as time-dependent and independent variables, and unobserved heterogeneity. The results show that certain student-related, family-related, or background characteristics are relevant for the ecuadorian context. However, the most influential factors affecting the dropout risk are institutional and academic. These findings provide valuable insights into the actions and policies that HEI can implement to mitigate dropout rates through internal measures that public policies can complement.","PeriodicalId":16280,"journal":{"name":"Journal of Latinos and Education","volume":"32 1","pages":"0"},"PeriodicalIF":0.9000,"publicationDate":"2023-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"What Factors are Relevant to Understanding Dropout? Analysis at a Co-Financed University in Ecuador and Policy Implications, Using Survival Cox Models\",\"authors\":\"Edwin Buenaño, María José Beletanga, Mónica Mancheno\",\"doi\":\"10.1080/15348431.2023.2271570\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"University dropout is a serious problem in higher education that is increasingly gaining importance, as it is essential to understand its causes and search for public and institutional policies that can help reduce it. This research uses conventional and extended Cox survival models to analyze the factors behind dropout rates at a co-financed higher education institution (HEI) in Ecuador. The latter allows us to model specific components, such as time-dependent and independent variables, and unobserved heterogeneity. The results show that certain student-related, family-related, or background characteristics are relevant for the ecuadorian context. However, the most influential factors affecting the dropout risk are institutional and academic. These findings provide valuable insights into the actions and policies that HEI can implement to mitigate dropout rates through internal measures that public policies can complement.\",\"PeriodicalId\":16280,\"journal\":{\"name\":\"Journal of Latinos and Education\",\"volume\":\"32 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2023-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Latinos and Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/15348431.2023.2271570\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Latinos and Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/15348431.2023.2271570","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
What Factors are Relevant to Understanding Dropout? Analysis at a Co-Financed University in Ecuador and Policy Implications, Using Survival Cox Models
University dropout is a serious problem in higher education that is increasingly gaining importance, as it is essential to understand its causes and search for public and institutional policies that can help reduce it. This research uses conventional and extended Cox survival models to analyze the factors behind dropout rates at a co-financed higher education institution (HEI) in Ecuador. The latter allows us to model specific components, such as time-dependent and independent variables, and unobserved heterogeneity. The results show that certain student-related, family-related, or background characteristics are relevant for the ecuadorian context. However, the most influential factors affecting the dropout risk are institutional and academic. These findings provide valuable insights into the actions and policies that HEI can implement to mitigate dropout rates through internal measures that public policies can complement.