A Predictive Analysis
Engr. Oliver S. Vergara, MEM
Engr. Jonathan Roldan F. Carillo
Engr. Sharon V. Santiago
Engr. Johnelle E. Pangan
Engr. Amor A. Lacara
Baliuag University
College of Environmental Design and Engineering
Department of Electronics Engineering
2010
Abstract The ability to predict examinees’ licensure examination performance using their scholastic records is of great importance to school administrators, educators, students, legislators, and regulators. The graduates’ performance in the licensing tests often reflects, in general, the ‘performance’ of the school. This contributes to the esteem and reputation of the institution if their graduates successfully passed these examinations. There are numerous degree programs which conducted investigations relating academic achievement and licensure test results of graduates. However, there are limited studies conducted in correlating the academic performance and licensure examination rating in the field of Electronics and Communications Engineering (ECE). Objectives. To determine the significant relationship between academic performance (GPA) and ECE licensure examination rating in the following subject areas: Math, GEAS, Electronics, Communications, and Overall; to determine which among the variables are significant predictors in estimating examination rating; to design a model that will predict the examinees’ performance rating; to ascertain respondents’ views of the contributions of curriculum and co-curricular activities to examination performance; and to determine the graduates’ suggestions on how to further improve the passing percentage in the licensure examination.
Importance. Results may be used to formulate academic and administrative policies that will further enhance the quality of instructions and other related facilities to improve the graduates’ passing
References: Baker, H.H., Foster, R. W., Bates, B. P., Cope, M. K., McWilliams, T. E., Musser, A., & Yens, D. (2000). Relationship between academic achievement and COMLEX–USA Level 1 performance: A multisite study. J Am Osteopath Assoc., 100, 238-242. Beeson, S. A., & Kissling, G. (2001). Predicting success for baccalaureate graduates on the NCLEX-RN. Journal of Professional Nursing, 17, 121-127. doi:10.1053/jpnu.2001.23382 Bermudez, C.B Castro, F. A. (1998). Correlation between the pre-service training grades and the licensure examination for teachers (LET) performance of the 1996 education graduates Cope, M Dela Cruz et al. (2000). Determinant of the board examination performance of AUF PT graduates batches ’96-‘97: Implication to AUF PT education DeWald, J Dixon, D. (2004). Relation between variables of preadmission, medical school performance, and COMLEX–USA levels 1 and 2 performance. J Am Osteopath Assoc., 104, 332-336. Evans, P., Goodson, L. B., & Schoffman, S. I. (2003). Relationship between academic achievement and student performance on the Comprehensive Osteopathic Medical Licensing Examination–USA Level 2. J Am Osteopath Assoc., 103, 331-336. Gilmore, M. (2008). Predictors of success in associate degree nursing programs. Teaching and Learning in Nursing, 3, 121-124. doi:10.1016/j.teln.2008.04.004 Goodson, L Hartman, S. E., Bates, B. P., & Sprafka, S. A. (2001). Correlation of scores for the Comprehensive Osteopathic Medical Licensing Examination with osteopathic medical school grades. J Am Osteopath Assoc., 101, 347-349 Heupel, C Sandow, P. L., Jones, A. C., Peek, C. W., Courts, F. J., & Watson, R. E. (2002). Correlation of Admission Criteria with Dental School Performance and Attrition. Journal of Dental Education, 66, 385-392 Sefcik, D Stewart, C. M., Bates, R. E., & Smith, G. E. (2005). Relationship between performance in dental school and performance on a dental licensure examination: An eight-year study. Journal of Dental Education, 69, 864-869 Surio, L Valencia, E. L. (2000). Mathematics and science regional achievement test validation: anchorage for further development, Rizal Technological University. Wong, J. & Wong, S. (1999). Contribution of basic sciences to academic success in nursing education. International Journal of Nursing Studies, 36, 345-354 Yin, T