A machine learning ensemble approach for predicting factors affecting STEM students' future intention to enroll in chemistry-related courses

AKS Ong - Sustainability, 2022 - mdpi.com
The need for chemistry-related professionals has been evident with the rise of global issues
such as the pandemic and global warming. Studies have indicated how an increase in the …

Examining Filipinos' intention to revisit Siargao after Super Typhoon Rai 2021 (Odette): An extension of the theory of planned behavior approach

MML Cahigas, YT Prasetyo, SF Persada… - International Journal of …, 2023 - Elsevier
Abstract Super Typhoon Rai devastated Siargao, Philippines, and affected human lives and
the economy. The study evaluated Filipino tourists' intention to revisit Siargao after the …

Filipinos' intention to participate in 2022 Leyte landslide response volunteer opportunities: The role of understanding the 2022 Leyte landslide, social capital, altruistic …

MML Cahigas, YT Prasetyo, SF Persada… - International Journal of …, 2023 - Elsevier
Leyte is one of the landslide-prone areas in the Philippines. The April 2022 Leyte landslide
resulted in severe impacts such as deaths, physical injuries, and damaged infrastructure …

Factors affecting flood disaster preparedness and mitigation in flood-prone areas in the Philippines: An integration of protection motivation theory and theory of …

YB Kurata, AKS Ong, RYB Ang, JKF Angeles… - Sustainability, 2023 - mdpi.com
Natural hazards are one of the destructive phenomena that pose a significant hazard to
humans, property, and the economy, among others. One of the most recurring natural …

Service recovery and innovation on customer satisfaction amidst massive typhoon-induced disruptions: The mediating role of SERVQUAL

DM Rivero, R Suson, A Arnejo, NM Atibing… - International Journal of …, 2023 - Elsevier
The adverse impact of unprecedented natural disasters on certain service operations is
inevitable, particularly in cases of massive disruptions. Managing these services during …

[HTML][HTML] The acceptance of nuclear energy as an alternative source of energy among Generation Z in the Philippines: An extended theory of planned behavior …

ZJA Belmonte, YT Prasetyo, OP Benito, JH Liao… - Nuclear Engineering …, 2023 - Elsevier
Abstract Nuclear Power Plants (NPP) are widely utilized around the globe from different
base forms as it is one of the most dependable renewable resources that technological …

Determining factors affecting the protective behavior of Filipinos in urban areas for natural calamities using an integration of protection motivation theory, theory of …

MJJ Gumasing, MDM Sobrevilla - Sustainability, 2023 - mdpi.com
The Philippines is considered one of the most vulnerable and susceptible countries to the
effects of natural disasters due to its location. Therefore, the country needs to be resilient to …

Do age and gender change the perception of workplace social sustainability?

CJ Lin, RY Efranto - Sustainability, 2023 - mdpi.com
Social sustainability must be included into the workplace in order to achieve corporate
sustainability. Each indicator of the workplace's social sustainability must consider employee …

Analysis of Factors Affecting Purchase of Self-Defense Tools among Women: A Machine Learning Ensemble Approach

RD Borres, AKS Ong, TWO Arceno, AR Padagdag… - Applied Sciences, 2023 - mdpi.com
Street crime is one of the world's top concerns and a surge in cases has alarmed people,
particularly women. Related studies and recent news have provided proof that women are …

Machine Learning Decision System on the Empirical Analysis of the Actual Usage of Interactive Entertainment: A Perspective of Sustainable Innovative Technology

RRA Guste, AKS Ong - Computers, 2024 - mdpi.com
This study focused on the impact of Netflix's interactive entertainment on Filipino consumers,
seamlessly combining vantage points from consumer behavior and employing data …