TY - JOUR
T1 - What Factors are Relevant to Understanding Dropout? Analysis at a Co-Financed University in Ecuador and Policy Implications, Using Survival Cox Models
AU - Buenaño, Edwin
AU - Beletanga, María José
AU - Mancheno, Mónica
N1 - Publisher Copyright:
© 2023 The Author(s). Published with license by Taylor & Francis Group, LLC.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Higher education dropout
KW - Latin America
KW - extended cox model
KW - factors dropout
KW - survival models
KW - time-dependent covariate
UR - http://www.scopus.com/inward/record.url?scp=85174504787&partnerID=8YFLogxK
U2 - 10.1080/15348431.2023.2271570
DO - 10.1080/15348431.2023.2271570
M3 - Article
AN - SCOPUS:85174504787
SN - 1534-8431
VL - 23
SP - 1400
EP - 1415
JO - Journal of Latinos and Education
JF - Journal of Latinos and Education
IS - 4
ER -