Student dropout in Colombia: an analysis of predictive factors and their indicators.

Authors

DOI:

https://doi.org/10.5281/zenodo.6551173

Keywords:

Dropout, Factor Analysis, dropout factors

Abstract

Student desertion is recognized as a problem of important representation within the educational system, which directly affects the training of professionals in society. This article analyzes the predictors and indicators of student dropout in the academic programs of the Universidad de la Costa in the 2006-2 cohort, taking into account the periods of dropout and permanence of the student. Two statistical strategies were used: factorial analysis and survival analysis by program to establish the degree of risk of dropping out of the different programs. The statistical method was the principal component analysis (PCA) based on mathematics, which sought the transformation of a group of uncorrelated variables and factor analysis. The results obtained allow us to affirm that there are four factors that affect the phenomenon of desertion: the socioeconomic factor, the personal, academic and institutional.

Downloads

Download data is not yet available.

References

CASTILLO-SÁNCHEZ, Mario, GAMBOA-ARAYA, Ronny y HIDALGO-MORA, Randall (2020). Factores que influyen en la deserción y reprobación de estudiantes de un curso universitario de matemáticas. Uniciencia, 34(1), 219-245. Recuperado de http://dx.doi.org/10.15359/ru.34-1.13

DONOSO, Sebatían. y SCHIEFELBEIN, Ernesto. (2007). Análisis de los modelos explicativos de retención de estudiantes en la universidad: una visión desde la desigualdad social. Estudios pedagógicos, 33(1), 7-27. Recuperado de http://dx.doi.org/10.4067/S0718-07052007000100001

GALLEGOS, Juan, CAMPOS, Nélyda, CANALES, Katherine., GONZÁLEZ, Evelyn. (2018). Factores Determinantes en la Deserción Universitaria. Caso Facultad de Ciencias Económicas y Administrativas de la Universidad Católica de la Santísima Concepción (Chile). Formación Universitaria, 11(3), 11-18. Recuperado de http://dx.doi.org/10.4067/S0718-50062018000300011

GHIGNONI, Emanuela (2017). Family background and university dropouts during the crisis: the case of Italy. Higher Education, 73(1), 127-151. Recuperado de https://econpapers.repec.org/paper/sapwpaper/wp169.htm

GIOVAGNOLI, Paula Inés (2002). Determinantes de la deserción y graduación universitaria: una aplicación utilizando modelos de duración. Documento de Trabajo, 37. Recuperado de http://sedici.unlp.edu.ar/handle/10915/3436

GRAY, John & SWINTON, Omari (2017). Non-cognitive ability, college learning, and student retention. The Journal of Negro Education, 86(1), 65-76. Recuperado de https://doi.org/10.7709/jnegroeducation.86.1.0065

GUERRA, Laura, RIVERO, Dulce, DÍAZ, Eleazar y ARCINIEGAS, Stalin (2020). Tendencias en modelos informativos sobre la retención – deserción universitaria. Revista Ibérica de Sistemas e Tecnologías de Informação, 26, 55-68. Recuperado de https://www.proquest.com/openview/43af3c19c59d9fb0c9d19d4d16df2b67/1?pq-origsite=gscholar&cbl=1006393

GUERRERO, Sara Cristina (2018). Caracterización de la deserción en la Universidad Pedagógica y Tecnológica de Colombia durante el período 2008-2015. Revista Lasallista de Investigación, 15(1), 16-28. Recuperado de https://dialnet.unirioja.es/servlet/articulo?codigo=6700986

HOVDHAUGEN, Elisabeth (2011). Do structured study programmes lead to lower rates of dropout and student transfer from university?. Irish Educational Studies, 30(2), 237-251. Recuperado de https://doi.org/10.1080/03323315.2011.569143

KEHM, Barbara, RODE LARSEN, Malene & BJORNOY, Hanna. (2019). Student dropout from universities in Europe: A review of empirical literature. Hungarian Educational Research Journal, 9(2), 147-164. Recuperado de https://doi.org/10.1556/063.9.2019.1.18

LOZADA, Neva & JOHNSON, Ane (2018). Bridging the Supplemental Instruction Leader Experience and Post-Graduation Life. Learning Assistance Review, 23(1), 95-114. Recuperado de https://eric.ed.gov/?id=EJ1170143

MILLEA, Meghan, WILLS, R., ELDER, A., & MOLINA, D. (2018). What matters in college student success? Determinants of college retention and graduation rates. Education, 138(4), 309-322. Recuperado de https://eric.ed.gov/?id=EJ1180297

MIRANDA, Mauricio. y GUZMÁN, Jheser (2017). Análisis de la deserción de estudiantes universitarios usando técnicas de minería de datos. Formación universitaria, 10(3) 61-68. Recuperado de http://dx.doi.org/10.4067/S0718-50062017000300007

NAVARRO, Nelvis Ester, REDONDO, Osman Enrique, CONTRERAS, Jheison Alberto, ROMERO, Carmen Helena y ANDREIS, Alberto Carlo (2017). Permanencia y deserción versus autoeficacia de estudiantes universitarios: un desafío de la calidad educativa. Revista Lasallista de Investigación, 14(1), 198-206. Recuperado de https://doi.org/10.22507/rli.v14n1a17

PINEDA, Clelia, HIGUERA, Ricardo, ORTEGA, Natalia & QUINTERO, John. (2010). Persistencia y graduación: Hacia un modelo de retención estudiantil para instituciones de educación superior. [Tesis de Maestría, Universidad de la Sabana]. Recuperado de https://intellectum.unisabana.edu.co/bitstream/handle/10818/2532/125341.pdf?sequence=1

RAMÍREZ, Patricio y GRANDÓN, Elizabeth (2018). Predicción de la Deserción Académica en una Universidad Pública Chilena a través de la clasificación basada en Árboles de Decisión con parámetros optimizados. Formación universitaria, 11(3), 3-10. Recuperado de http://dx.doi.org/10.4067/S0718-50062018000300003

RODRÍGUEZ, Arturo, ESPINOZA, Jaime, RAMÍREZ, Leonardo y GANGA, Angelica (2018). Deserción Universitaria: Nuevo Análisis Metodológico. Formación universitaria, 11(6), 107-118. Recuperado de http://dx.doi.org/10.4067/S0718-50062018000600107

SKOGLUND, Kirk, WALL, Timothy & KIENE, David (2018). Impact of Supplemental Instruction Participation on College Freshman Retention. Learning Assistance Review, 23(1), 115-135. Recuperado de https://eric.ed.gov/?id=EJ1170114

SORINA, D., ROMAN, J. & VAC, C. (2019). Emotional intelligence of students-instrument of adaptation and control of the university dropout. Journal of Educational Sciences & Psychology, 9(1), 43-50.

TAMIN, S. (2013). Relevance of mental health issues in university student dropouts. Occupational medicine, 63(6), 410-414. Recuperado de https://doi.org/10.1093/occmed/kqt071

WILLIAMS, Raunda, SMILEY, Ellen, DAVIS, Ronnie & LAMB, Teryana (2018). The Predictability of Cognitive and Non-Cognitive Factors on the Retention Rate among Freshmen College Students. The Journal of Negro Education, 87(3), 326-337. Recuperado de https://eric.ed.gov/?id=EJ1213460

XU, Yonghong Jade (2017). Localizing college retention efforts: The distance between theoretical orientation and institution-specific needs. Innovative Higher Education, 42(1), 49-63. Recuperado de https://eric.ed.gov/?id=EJ1125373

Downloads

Published

2022-05-23

How to Cite

Student dropout in Colombia: an analysis of predictive factors and their indicators. (2022). Encuentros. Revista De Ciencias Humanas, Teoría Social Y Pensamiento Crítico, Extra, 297-310. https://doi.org/10.5281/zenodo.6551173

Similar Articles

1-10 of 135

You may also start an advanced similarity search for this article.