MYLA ARCINAS - Academia.edu (original) (raw)

Papers by MYLA ARCINAS

ECS Transactions

Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes ... more Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes may be done using machine learning. Student performance assessment demonstrates how much effort educational institutions should put in to help the underachieving or average student. Using EDM models is important because they use previous student data to predict future student performance. To help students and teachers improve their performance, educational institutions use a range of ways to gather information on the characteristics of students who are actively engaged in the learning process. Students' performance may be predicted using this machine learning-based system. Support vector machine, ID3, and Regression Analysis are the three machine learning methods used in the model. The results of the experiments have shown that SVM's performance is concerned with the performance of the students.

International Journal of Multidisciplinary: Applied Business and Education Research

Using data collected from 76 employees of a manufacturing company in Manila, Philippines, this st... more Using data collected from 76 employees of a manufacturing company in Manila, Philippines, this study conducted a correlation analysis to determine the relationship between the level of their engagement at work and their personal characteristics, organizational commitment in the workplace, and job satisfaction. A self-administered structured survey questionnaire was use in the survey. The collected data was analyzed using descriptive statistics to determine the mean scores, frequencies, and percentages, and parametric inferential statistics were employed to examine the correlations between variables. The results indicate a high level of employee work engagement and job satisfaction, as well as a moderate level of employee organizational commitment. Employee age, position and monthly salary were significantly correlated with employee work engagement. The level of employee engagement increases with age, position and income. Results also revealed a significant and strong positive correl...

International Journal of Multidisciplinary: Applied Business and Education Research

This study aimed to describe authoritative Filipino Generation Z mothers' mothering practices... more This study aimed to describe authoritative Filipino Generation Z mothers' mothering practices, including their concept of authority, parent-child communication, and reward-punishment practices. Eighty (80) Gen Z mothers, ages 18 to 24, with at least one child, completed a self-administered questionnaire using purposive and snowball sampling. The findings indicated that mothers have highly authoritative parenting styles and have very healthy overall well-being. The mother's completed education level showed weak inverse correlations with parent-child communication (r = -0.432, p = 0.000) and concept of authority (r = -0.283, p = 0.011). The mother's monthly income had a weak inverse relationship with her concept of authority (r = -0.269, p = 0.016). Furthermore, the number of household members had weak inverse correlation with parent-child communication (r = -0.227, p = 0.042) and positive correlations with reward and punishment practices (r = 0.437, p = 0.000). Results im...

International Journal of Multidisciplinary: Applied Business and Education Research

With the surge in curiosity during adolescence, there is a greater emphasis on parents' inher... more With the surge in curiosity during adolescence, there is a greater emphasis on parents' inherent responsibility to guide their adolescents and aid in their positive development. This study sought to establish correlations of the quality of mother-daughter communication (MDC) with the mother's profile, religiosity, and attitude toward sexual and reproductive health (SRH) through the eyes of Grade 12 Senior High School female students, 18 years old and above, enrolled in a private university in Manila, Philippines. A total of 116 survey respondents were randomly selected for the study. Descriptive statistics and correlation tests were used to analyze the data. The findings indicated that the majority of the students' mothers are in their forties, earn a monthly income below the population average, and have three children. There was no statistically significant correlation between the age, income, and number of children variables with MDC quality. Respondents' mothers w...

International Journal of Multidisciplinary: Applied Business and Education Research

The pandemic of COVID-19 prompted several paradigm shifts throughout society, including in educat... more The pandemic of COVID-19 prompted several paradigm shifts throughout society, including in education. This study aimed to examine the relationships of students' engagement in online synchronous collaborative learning activities (OSCLA) with their self-efficacy (LSE), peer social support (LPSS), state of well-being (SWB), and level of academic performance (LAP). A total of 176 Filipino Grade 12 SHS students, 18 years old and older, from a private educational institution were purposively selected for this study. Data were generated using an online survey. Results show that collaborative learning activities are frequently conducted (median = 4) in their synchronous online classes. It also revealed that their LSE is high (median = 4), their LPSS is high (median = 4), their LE is moderate (median = 3), their SWB is high (median = 4), and their LAP is high (median = 94.85). The results showed a statistically significant correlation of their LSE (r = 0.69, p 0.001) and LPSS with their ...

LINGUISTICA ANTVERPIENSIA, May 15, 2021

In this challenging time, there are many problems and issues that firms are facing day by day. Th... more In this challenging time, there are many problems and issues that firms are facing day by day. The HR problems have increased exponentially because it is has been very difficult for the companies to call people at work also and not to call them for work too. Companies, in the present times, have to offer flextime and creativity to their staff. HR managers can innovate with work schedules, tasks, and communication. The changing business environment requires the employees to work hard and update themselves regularly. Change in Technology and challenges to work-life balance have also increased the challenges of the HR managers. The present study is descriptive, which has been carried on the HR representatives of the company who have faced the challenges for managing their employees dealing with new challenges every day. Modern HRM practices have to be adopted in the era of globalization. The data were collected from 145 professionals with the help of a structured questionnaire and analyzed with the help of mean score and one-sample t-test. The questionnaire contained a five-point scale the measure the responses. It was found that the challenges were to reduce the labor to cut costs and get the desired results in the best possible way. Keywords: Changing Business environment, contemporary HR

This study examined the influence of social capital on the school performance of left-behind chil... more This study examined the influence of social capital on the school performance of left-behind children who were deprived of the physical presence of migrant parents. Social capital in the family, in school, and the community were examined through quantitative design. A survey was conducted among 384 left-behind children selected through multi-stage probability sampling. Results of regression analysis showed that higher levels of shared values and emotions in the family, social trust in the school, involvement in community life, and age of migrant parents determine a higher level of values learned. Higher levels of supportive relationship, social trust at school, and involvement in community life predict a higher level of right conduct. Higher levels of supportive relationship and supportive norms determine a higher average grade. Left-behind children with mother-present, father migrant draw more social capital in the family; while left-behind children with father-present, mother-migr...

This study examined how 240 frosh students of the De La Salle UniversityManila, Philippines view ... more This study examined how 240 frosh students of the De La Salle UniversityManila, Philippines view the use of hybrid or blended teaching approach, that is with the usage of computer educational software called Integrated Virtual Learning Environment (IVLE) with face to face instruction in the classroom. Based on the results of the survey conducted, most of the students articulated that the IVLE proved to be successful in terms of serving its purpose of making the academic activities of the students more systematized. Majority of the students expressed that the IVLE is convenient, practical, accessible, secured and permits quality use of time inside the classroom. Most of the students also felt that the use of hybrid or blended teaching with IVLE helps develop and improve their learning experiences. The students highly agreed that with the IVLE, they could easily access the syllabus of the course, follow the lesson plan and announcements by the teacher, download files from the workbin ...

ECS transactions, Apr 24, 2022

Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes ... more Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes may be done using machine learning. Student performance assessment demonstrates how much effort educational institutions should put in to help the underachieving or average student. Using EDM models is important because they use previous student data to predict future student performance. To help students and teachers improve their performance, educational institutions use a range of ways to gather information on the characteristics of students who are actively engaged in the learning process. Students' performance may be predicted using this machine learning-based system. Support vector machine, ID3, and Regression Analysis are the three machine learning methods used in the model. The results of the experiments have shown that SVM's performance is concerned with the performance of the students.

International Journal of Multidisciplinary: Applied Business and Education Research

Blended learning integrates in-person and online learning, resulting in a flexible learning envir... more Blended learning integrates in-person and online learning, resulting in a flexible learning environment. The main objective of this study is to determine the perceived level of blended learning effectiveness among Grade 12 STEM students from a Philippine private university based in the City of Manila. It also examined the relations between the learners' attitudes, level of efficacy in using the LMS, and academic support received from parents and teachers. A total of 202 SHS students answered the survey questionnaire. Descriptive statistics, Spearman Rho, and multiple regression were employed to analyze the data. Findings show a positive attitude of the learners on the use of blended learning as a mode of learning (x͂ = 4), high self-efficacy on the use of LMS (x͂ = 4), high academic parental support (x͂ =4) and high teachers' support (x͂ = 4). The findings of their perceived effectiveness of blended learning show a high rating with a x͂ = 4. The Spearman Rho tests found each...

International Journal of Multidisciplinary: Applied Business and Education Research

This study examines the body appreciation levels of clustered groups of Filipinas emergent adult ... more This study examines the body appreciation levels of clustered groups of Filipinas emergent adult in Metro Manila based on their socio-demographic characteristics (SDCs), body esteem (BE), quality of relationship with their parents (QRP), and quality of interactions with their peers (QIP). Using a purposive non-probability sampling technique, 227 Filipina emerging adults between 18 and 29 from Metro Manila participated in the study. The data was collected through an online survey using a semi-structure questionnaire. Mann-Whitney U-test and Kruskal-Wallis were used to determine the significant difference between clustered groups. Findings show that young Filipinas emerging adults have higher BA levels; college undergraduates have higher BA levels; there is no significant difference in BA levels between income groups; those with high BE have higher BA; those with poor QRP have higher BA; there is no significant difference in BA levels between excellency groups. In conclusion, a stati...

International Journal of Multidisciplinary: Applied Business and Education Research

Parental influence is critical in shaping a child's growth and development. This phenomenolog... more Parental influence is critical in shaping a child's growth and development. This phenomenological study examines the authoritarian mothering experiences of 15 top-performing Senior High School students in the Philippines and their psychosocial and emotional well-being. The data were analyzed thematically following the in-depth interviews. The findings indicate that the majority of informants were dissatisfied with the effectiveness of authoritarian parenting. This is because authoritarian mothering is detrimental to their health. The informants were experiencing psycho-emotional distress due to their exhaustion from their authoritarian mothers' constant pressure and rigid attitude. When it came to social relationships, authoritarian mothers lacked involvement in their children's psycho-emotional lives. The findings of this study could be used to develop effective mothering practices that balance academic success and the health of top-performing students.

International Journal of Multidisciplinary: Applied Business and Education Research

The purpose of this study was to examine the relationship between career intention to pursue a Do... more The purpose of this study was to examine the relationship between career intention to pursue a Doctor of Medicine (MD) and attitudes, social influence (SI), and career self-efficacy (CSE) in STEM SHS students from a private educational institution in Manila, Philippines. The online survey drew a total of 103 purposively selected SHS students. The findings indicate that respondents have a strong intention to pursue a career in medicine, a favorable attitude toward MD careers, a moderate to a high SI, and a high CSE. The Spearman Rho Correlation revealed that their attitude, career self-efficacy, and social influence were all statistically significant factors of their intention to pursue a career in medicine. A positive attitude, combined with a high level of career self-efficacy and supportive family, teachers, and peers, all contribute to a student's decision to pursue a career in medicine.

ECS Transactions

Even in rural parts of many nations, coronary heart disease has emerged as the main cause of mort... more Even in rural parts of many nations, coronary heart disease has emerged as the main cause of mortality. More than 23 million people will die from cardiovascular disease by 2030, according to the World Health Organization (WHO). With the use of cardiovascular disease prediction, healthcare practitioners may check the characteristics necessary for diagnosis, such as blood pressure and diabetes, which are vital. Many data mining methods are currently used in the medical industry, but additional research is needed to evaluate how well these categorization approaches function in real-world settings. The project's purpose is to quickly identify the best candidates for constructing heart disease prediction models, and to do it in a timely manner. The goal of this study is to increase the accuracy of cardiac disease prediction by addressing and overcoming the issues in the area (CVDs). CAD systems, which help physicians make choices, are often developed as a result of breakthroughs in m...

ECS Transactions

Business forecasting is the act of looking at how businesses have done in the past in order to us... more Business forecasting is the act of looking at how businesses have done in the past in order to use that information to predict how businesses will do in the future so that business strategies can be made to reach goals. Recent computer and technological changes have made it easier for businesses to collect and store data that can be used to make business decisions. If you want to make better decisions and plan better for your business, you use business forecasting to help you do that. It allows people to figure out important parameters and variables that can be controlled in advance so that management-oriented results can be achieved in the future. In simple terms, business forecasting is the act of predicting or projecting future trends based on company data. Forecasting is becoming more important in today's business world because companies are trying to make their customers happier while also cutting down on the costs of making and selling things and things. When a man runs a ...

Journal of Humanities and Social Sciences Studies

This phenomenological-qualitative study aimed to describe how an abusive parent-child relationshi... more This phenomenological-qualitative study aimed to describe how an abusive parent-child relationship of selected Filipino adolescents from an intact family of low socioeconomic status affects the perceptions of their potential romantic partner, marriage, and family. The study also uncovered their coping mechanisms and support system. The seven informants were identified using a purposive sampling technique. The researchers devised an open-ended interview guide to elicit information from the informants and were conducted with a guidance counsellor. With the use of content analysis, the study revealed that their abusive experiences with one or both parents have significantly affected their perceptions. Most of them have resorted to using negative coping strategies and that their grandparents stood as their extended family support system with their friends as their non-family support system. The informants displayed a significantly entrenched position on the characteristics of their fut...

Journal of Humanities and Social Sciences Studies

Parentification refers to parent-child role reversal wherein the child adopts the parent's ro... more Parentification refers to parent-child role reversal wherein the child adopts the parent's role instrumentally or emotionally. This role reversal practice between the parent and the child is not uncommon in certain cultures. The cultural dynamics and familial obligations at play have positive and negative outlooks with varying effects. This study focused on the effects of instrumental parentification experiences on psychological resilience and interpersonal relationships among selected Filipino young professional daughters during the COVID-19 pandemic. Using purposive sampling, 19 Filipino young professional daughters from Metro Manila, Philippines, were selected for the study. Online interviews were conducted and thematic analysis was employed to process the data. Findings showed that most of the daughters, with “utang na loob” (indebtedness) value system, wholeheartedly accepted instrumental parentification. Thus, more tasks and responsibilities were shouldered by them due to...

Studies of Applied Economics

Because of the growing pandemic of Corona Virus Disease-2019, Higher Education Institutions (HEIs... more Because of the growing pandemic of Corona Virus Disease-2019, Higher Education Institutions (HEIs) must utilize electronic learning (e-learning). Today's work economy, which is forever in flux because of the creation of new jobs and the continual disappearance of old ones, necessitates an on-the-job shift. Despite HEIs in less-wealthy nations like some countries of Asia being developed countries, in essence, it is much more difficult for students and teachers at these higher learning institutions to deal with the transition to e-learning due to their tight financial restrictions. This study sought to determine whether learners at the start of the COVID-19 Era were ready for e-learning and a connection between demographic variables and readiness for e-learning. A quantitative survey obtained information from 1200 students from elite higher educational institutions in South East Asia. A majority of respondents' scores lacked on the Online Learner Readiness Self-Assessment (OLR...

ECS Transactions

Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes ... more Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes may be done using machine learning. Student performance assessment demonstrates how much effort educational institutions should put in to help the underachieving or average student. Using EDM models is important because they use previous student data to predict future student performance. To help students and teachers improve their performance, educational institutions use a range of ways to gather information on the characteristics of students who are actively engaged in the learning process. Students' performance may be predicted using this machine learning-based system. Support vector machine, ID3, and Regression Analysis are the three machine learning methods used in the model. The results of the experiments have shown that SVM's performance is concerned with the performance of the students.

International Journal of Multidisciplinary: Applied Business and Education Research

Using data collected from 76 employees of a manufacturing company in Manila, Philippines, this st... more Using data collected from 76 employees of a manufacturing company in Manila, Philippines, this study conducted a correlation analysis to determine the relationship between the level of their engagement at work and their personal characteristics, organizational commitment in the workplace, and job satisfaction. A self-administered structured survey questionnaire was use in the survey. The collected data was analyzed using descriptive statistics to determine the mean scores, frequencies, and percentages, and parametric inferential statistics were employed to examine the correlations between variables. The results indicate a high level of employee work engagement and job satisfaction, as well as a moderate level of employee organizational commitment. Employee age, position and monthly salary were significantly correlated with employee work engagement. The level of employee engagement increases with age, position and income. Results also revealed a significant and strong positive correl...

International Journal of Multidisciplinary: Applied Business and Education Research

This study aimed to describe authoritative Filipino Generation Z mothers' mothering practices... more This study aimed to describe authoritative Filipino Generation Z mothers' mothering practices, including their concept of authority, parent-child communication, and reward-punishment practices. Eighty (80) Gen Z mothers, ages 18 to 24, with at least one child, completed a self-administered questionnaire using purposive and snowball sampling. The findings indicated that mothers have highly authoritative parenting styles and have very healthy overall well-being. The mother's completed education level showed weak inverse correlations with parent-child communication (r = -0.432, p = 0.000) and concept of authority (r = -0.283, p = 0.011). The mother's monthly income had a weak inverse relationship with her concept of authority (r = -0.269, p = 0.016). Furthermore, the number of household members had weak inverse correlation with parent-child communication (r = -0.227, p = 0.042) and positive correlations with reward and punishment practices (r = 0.437, p = 0.000). Results im...

International Journal of Multidisciplinary: Applied Business and Education Research

With the surge in curiosity during adolescence, there is a greater emphasis on parents' inher... more With the surge in curiosity during adolescence, there is a greater emphasis on parents' inherent responsibility to guide their adolescents and aid in their positive development. This study sought to establish correlations of the quality of mother-daughter communication (MDC) with the mother's profile, religiosity, and attitude toward sexual and reproductive health (SRH) through the eyes of Grade 12 Senior High School female students, 18 years old and above, enrolled in a private university in Manila, Philippines. A total of 116 survey respondents were randomly selected for the study. Descriptive statistics and correlation tests were used to analyze the data. The findings indicated that the majority of the students' mothers are in their forties, earn a monthly income below the population average, and have three children. There was no statistically significant correlation between the age, income, and number of children variables with MDC quality. Respondents' mothers w...

International Journal of Multidisciplinary: Applied Business and Education Research

The pandemic of COVID-19 prompted several paradigm shifts throughout society, including in educat... more The pandemic of COVID-19 prompted several paradigm shifts throughout society, including in education. This study aimed to examine the relationships of students' engagement in online synchronous collaborative learning activities (OSCLA) with their self-efficacy (LSE), peer social support (LPSS), state of well-being (SWB), and level of academic performance (LAP). A total of 176 Filipino Grade 12 SHS students, 18 years old and older, from a private educational institution were purposively selected for this study. Data were generated using an online survey. Results show that collaborative learning activities are frequently conducted (median = 4) in their synchronous online classes. It also revealed that their LSE is high (median = 4), their LPSS is high (median = 4), their LE is moderate (median = 3), their SWB is high (median = 4), and their LAP is high (median = 94.85). The results showed a statistically significant correlation of their LSE (r = 0.69, p 0.001) and LPSS with their ...

LINGUISTICA ANTVERPIENSIA, May 15, 2021

In this challenging time, there are many problems and issues that firms are facing day by day. Th... more In this challenging time, there are many problems and issues that firms are facing day by day. The HR problems have increased exponentially because it is has been very difficult for the companies to call people at work also and not to call them for work too. Companies, in the present times, have to offer flextime and creativity to their staff. HR managers can innovate with work schedules, tasks, and communication. The changing business environment requires the employees to work hard and update themselves regularly. Change in Technology and challenges to work-life balance have also increased the challenges of the HR managers. The present study is descriptive, which has been carried on the HR representatives of the company who have faced the challenges for managing their employees dealing with new challenges every day. Modern HRM practices have to be adopted in the era of globalization. The data were collected from 145 professionals with the help of a structured questionnaire and analyzed with the help of mean score and one-sample t-test. The questionnaire contained a five-point scale the measure the responses. It was found that the challenges were to reduce the labor to cut costs and get the desired results in the best possible way. Keywords: Changing Business environment, contemporary HR

This study examined the influence of social capital on the school performance of left-behind chil... more This study examined the influence of social capital on the school performance of left-behind children who were deprived of the physical presence of migrant parents. Social capital in the family, in school, and the community were examined through quantitative design. A survey was conducted among 384 left-behind children selected through multi-stage probability sampling. Results of regression analysis showed that higher levels of shared values and emotions in the family, social trust in the school, involvement in community life, and age of migrant parents determine a higher level of values learned. Higher levels of supportive relationship, social trust at school, and involvement in community life predict a higher level of right conduct. Higher levels of supportive relationship and supportive norms determine a higher average grade. Left-behind children with mother-present, father migrant draw more social capital in the family; while left-behind children with father-present, mother-migr...

This study examined how 240 frosh students of the De La Salle UniversityManila, Philippines view ... more This study examined how 240 frosh students of the De La Salle UniversityManila, Philippines view the use of hybrid or blended teaching approach, that is with the usage of computer educational software called Integrated Virtual Learning Environment (IVLE) with face to face instruction in the classroom. Based on the results of the survey conducted, most of the students articulated that the IVLE proved to be successful in terms of serving its purpose of making the academic activities of the students more systematized. Majority of the students expressed that the IVLE is convenient, practical, accessible, secured and permits quality use of time inside the classroom. Most of the students also felt that the use of hybrid or blended teaching with IVLE helps develop and improve their learning experiences. The students highly agreed that with the IVLE, they could easily access the syllabus of the course, follow the lesson plan and announcements by the teacher, download files from the workbin ...

ECS transactions, Apr 24, 2022

Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes ... more Artificial intelligence relies heavily on machine learning. Classifying and forecasting outcomes may be done using machine learning. Student performance assessment demonstrates how much effort educational institutions should put in to help the underachieving or average student. Using EDM models is important because they use previous student data to predict future student performance. To help students and teachers improve their performance, educational institutions use a range of ways to gather information on the characteristics of students who are actively engaged in the learning process. Students' performance may be predicted using this machine learning-based system. Support vector machine, ID3, and Regression Analysis are the three machine learning methods used in the model. The results of the experiments have shown that SVM's performance is concerned with the performance of the students.

International Journal of Multidisciplinary: Applied Business and Education Research

Blended learning integrates in-person and online learning, resulting in a flexible learning envir... more Blended learning integrates in-person and online learning, resulting in a flexible learning environment. The main objective of this study is to determine the perceived level of blended learning effectiveness among Grade 12 STEM students from a Philippine private university based in the City of Manila. It also examined the relations between the learners' attitudes, level of efficacy in using the LMS, and academic support received from parents and teachers. A total of 202 SHS students answered the survey questionnaire. Descriptive statistics, Spearman Rho, and multiple regression were employed to analyze the data. Findings show a positive attitude of the learners on the use of blended learning as a mode of learning (x͂ = 4), high self-efficacy on the use of LMS (x͂ = 4), high academic parental support (x͂ =4) and high teachers' support (x͂ = 4). The findings of their perceived effectiveness of blended learning show a high rating with a x͂ = 4. The Spearman Rho tests found each...

International Journal of Multidisciplinary: Applied Business and Education Research

This study examines the body appreciation levels of clustered groups of Filipinas emergent adult ... more This study examines the body appreciation levels of clustered groups of Filipinas emergent adult in Metro Manila based on their socio-demographic characteristics (SDCs), body esteem (BE), quality of relationship with their parents (QRP), and quality of interactions with their peers (QIP). Using a purposive non-probability sampling technique, 227 Filipina emerging adults between 18 and 29 from Metro Manila participated in the study. The data was collected through an online survey using a semi-structure questionnaire. Mann-Whitney U-test and Kruskal-Wallis were used to determine the significant difference between clustered groups. Findings show that young Filipinas emerging adults have higher BA levels; college undergraduates have higher BA levels; there is no significant difference in BA levels between income groups; those with high BE have higher BA; those with poor QRP have higher BA; there is no significant difference in BA levels between excellency groups. In conclusion, a stati...

International Journal of Multidisciplinary: Applied Business and Education Research

Parental influence is critical in shaping a child's growth and development. This phenomenolog... more Parental influence is critical in shaping a child's growth and development. This phenomenological study examines the authoritarian mothering experiences of 15 top-performing Senior High School students in the Philippines and their psychosocial and emotional well-being. The data were analyzed thematically following the in-depth interviews. The findings indicate that the majority of informants were dissatisfied with the effectiveness of authoritarian parenting. This is because authoritarian mothering is detrimental to their health. The informants were experiencing psycho-emotional distress due to their exhaustion from their authoritarian mothers' constant pressure and rigid attitude. When it came to social relationships, authoritarian mothers lacked involvement in their children's psycho-emotional lives. The findings of this study could be used to develop effective mothering practices that balance academic success and the health of top-performing students.

International Journal of Multidisciplinary: Applied Business and Education Research

The purpose of this study was to examine the relationship between career intention to pursue a Do... more The purpose of this study was to examine the relationship between career intention to pursue a Doctor of Medicine (MD) and attitudes, social influence (SI), and career self-efficacy (CSE) in STEM SHS students from a private educational institution in Manila, Philippines. The online survey drew a total of 103 purposively selected SHS students. The findings indicate that respondents have a strong intention to pursue a career in medicine, a favorable attitude toward MD careers, a moderate to a high SI, and a high CSE. The Spearman Rho Correlation revealed that their attitude, career self-efficacy, and social influence were all statistically significant factors of their intention to pursue a career in medicine. A positive attitude, combined with a high level of career self-efficacy and supportive family, teachers, and peers, all contribute to a student's decision to pursue a career in medicine.

ECS Transactions

Even in rural parts of many nations, coronary heart disease has emerged as the main cause of mort... more Even in rural parts of many nations, coronary heart disease has emerged as the main cause of mortality. More than 23 million people will die from cardiovascular disease by 2030, according to the World Health Organization (WHO). With the use of cardiovascular disease prediction, healthcare practitioners may check the characteristics necessary for diagnosis, such as blood pressure and diabetes, which are vital. Many data mining methods are currently used in the medical industry, but additional research is needed to evaluate how well these categorization approaches function in real-world settings. The project's purpose is to quickly identify the best candidates for constructing heart disease prediction models, and to do it in a timely manner. The goal of this study is to increase the accuracy of cardiac disease prediction by addressing and overcoming the issues in the area (CVDs). CAD systems, which help physicians make choices, are often developed as a result of breakthroughs in m...

ECS Transactions

Business forecasting is the act of looking at how businesses have done in the past in order to us... more Business forecasting is the act of looking at how businesses have done in the past in order to use that information to predict how businesses will do in the future so that business strategies can be made to reach goals. Recent computer and technological changes have made it easier for businesses to collect and store data that can be used to make business decisions. If you want to make better decisions and plan better for your business, you use business forecasting to help you do that. It allows people to figure out important parameters and variables that can be controlled in advance so that management-oriented results can be achieved in the future. In simple terms, business forecasting is the act of predicting or projecting future trends based on company data. Forecasting is becoming more important in today's business world because companies are trying to make their customers happier while also cutting down on the costs of making and selling things and things. When a man runs a ...

Journal of Humanities and Social Sciences Studies

This phenomenological-qualitative study aimed to describe how an abusive parent-child relationshi... more This phenomenological-qualitative study aimed to describe how an abusive parent-child relationship of selected Filipino adolescents from an intact family of low socioeconomic status affects the perceptions of their potential romantic partner, marriage, and family. The study also uncovered their coping mechanisms and support system. The seven informants were identified using a purposive sampling technique. The researchers devised an open-ended interview guide to elicit information from the informants and were conducted with a guidance counsellor. With the use of content analysis, the study revealed that their abusive experiences with one or both parents have significantly affected their perceptions. Most of them have resorted to using negative coping strategies and that their grandparents stood as their extended family support system with their friends as their non-family support system. The informants displayed a significantly entrenched position on the characteristics of their fut...

Journal of Humanities and Social Sciences Studies

Parentification refers to parent-child role reversal wherein the child adopts the parent's ro... more Parentification refers to parent-child role reversal wherein the child adopts the parent's role instrumentally or emotionally. This role reversal practice between the parent and the child is not uncommon in certain cultures. The cultural dynamics and familial obligations at play have positive and negative outlooks with varying effects. This study focused on the effects of instrumental parentification experiences on psychological resilience and interpersonal relationships among selected Filipino young professional daughters during the COVID-19 pandemic. Using purposive sampling, 19 Filipino young professional daughters from Metro Manila, Philippines, were selected for the study. Online interviews were conducted and thematic analysis was employed to process the data. Findings showed that most of the daughters, with “utang na loob” (indebtedness) value system, wholeheartedly accepted instrumental parentification. Thus, more tasks and responsibilities were shouldered by them due to...

Studies of Applied Economics

Because of the growing pandemic of Corona Virus Disease-2019, Higher Education Institutions (HEIs... more Because of the growing pandemic of Corona Virus Disease-2019, Higher Education Institutions (HEIs) must utilize electronic learning (e-learning). Today's work economy, which is forever in flux because of the creation of new jobs and the continual disappearance of old ones, necessitates an on-the-job shift. Despite HEIs in less-wealthy nations like some countries of Asia being developed countries, in essence, it is much more difficult for students and teachers at these higher learning institutions to deal with the transition to e-learning due to their tight financial restrictions. This study sought to determine whether learners at the start of the COVID-19 Era were ready for e-learning and a connection between demographic variables and readiness for e-learning. A quantitative survey obtained information from 1200 students from elite higher educational institutions in South East Asia. A majority of respondents' scores lacked on the Online Learner Readiness Self-Assessment (OLR...