The study's purpose was to examine the employment characteristics of teacher education graduates from the classes of 2013 to 2017. Specifically, to explore a graduate's perception of the extent of the relevance of their chosen program curriculum learning areas to employment, and the extent of the use of competencies and values they learned at university. A survey study design that is descriptive was utilized in the study with a random sample of 179 graduates identified as the primary study respondents. Based on the results, the majority of respondents were employed with permanent or regular employment status and worked locally within the region. Graduates' initial and current employment levels were professional, technical, or supervisory, and they were hired within 1 to 6 months of graduation. Salaries and benefits were the major factors in changing the first job careers of graduates. Moreover, graduates perceived the extent of the curriculum offered as relevant, and the general education and teaching practicum learning areas were found to be the most relevant areas that contribute the most to their employment. Communication, human relations, and self-assurance skills are the most useful workplace competencies and values. Students' university preparation has greatly aided their employment. Similar research may be undertaken in the future, which should include other school-related and employability variables not covered in the study.

Objectives: The aim of this study was to investigate the influence of mathematics to the programming performance of Information Technology students and identified the relationships of their performance in programming among genders. Methods/Statistical analysis: The study utilized the data mining method using J48 classification algorithm and descriptive-correlation design. The data were gathered from Electronic Database of the University. Failure ratings of the students were removed as significant outliers and came up with 73 data sets. Pearson r and Point Biserial Correlations were used with 0.05 level of significance alpha to test the correlation between continuous measures of independent and dependent variables. Further, descriptive statistics were used to describe the level of performance in mathematics and programming. Findings: The results show that students demonstrated a high performance in their mathematics in the modern world course with a mean rating of 2.16 (SD=0.27), and a low performance in their mathematics enhancement 1 with a mean grade of 2.81 (SD=0.38). Similar result in their programming course with a mean grade of 2.64 (SD=0.39). The mathematics performance of the students is significantly correlated to their performance in programming. The low performance in mathematics enhancement 1 corresponds to the low performance in programming. Moreover, female students performed better in their programming course compared to males. Applications: The results could help the teachers improve the quality of instructions particularly in mathematics and programming that will improve the performance of the students in both subjects. Concerned University administrators should conduct frequent assessments and curriculum revisits to examine possible areas of improvement beneficial to the students.

No studies have been conducted yet that focus on assessing students’ anxiety levels during their final teaching demonstration. The study specifically aimed to identify the profile of the practice-teachers and determine their level of anxiety towards final teaching demonstrations, particularly in the areas of lesson planning, class management, and evaluation, leading to the proposal of interventions to manage their anxiety. A descriptive survey research design was utilized in this study. There were a total of 34 respondents, who were teacher education students at the Eastern Visayas State University-Tanauan Campus, Philippines, practicing as pre-service teachers in the second semester of the academic year 2019-2020. They were chosen using a total enumeration sampling design. The instrument used was adapted from The Student Teacher Anxiety Scale (STAS) by Hart (1987). The findings of the study revealed that generally, the student teachers experienced a normal level of anxiety for lesson planning during their final teaching demonstration. However, there is a need for them to improve their knowledge about the application of different teaching strategies. The student teachers also feel the same normal level of anxiety when it comes to class management. And lastly, they experienced an acceptable level of anxiety about being evaluated, although they tend to be very anxious about whether their performance will be accepted by their respective evaluators. The researchers recommend more training workshops about lesson planning for the students and letting them practice more teaching demonstrations to help manage their anxiety during their final teaching demonstration.

Modelling the Influence of Bridging Course on the Accounting Performance of the University Students Using Educational Data Mining. Objectives: This study intends to determine the level of performance of the students in their Bridging Course (BC) and Accounting Education (AE) courses, and to model their significant influence. Methods: Descriptive and Predictive Correlation research design was used. The Educational Data Mining technique was utilized to extract data from the database of the university. Out of 331 datasets extracted, only 281 were included in the analysis, where datasets with no grades, and with dropped marks were excluded. The datasets are the grades of the students enrolled in BC and AE 113 and 114 for the school year, 2018-2019 and 2019-2020. Findings: Results showed a very good rating of the student's performance in all courses both bridging course and accounting education courses where it revealed a positive and linear relationship. Moreover, the model shows that an increase in the performance in the BC is an increase also in their performance in their AE courses. Conclusion: The study proved that the curriculum is serving its purpose in rendering the highest possible opportunity for students to learn basic and even advanced accounting education.