Determining Factors Influencing Filipinos’ Behavioral Protection against COVID: Integrating Extended Protection Motivation Theory, Theory of Planned Behavior, and Ergonomic Appraisal DOI Creative Commons
Ma. Janice J. Gumasing,

Frankern Luis S. Malabuyoc,

Ardvin Kester S. Ong

et al.

COVID, Journal Year: 2024, Volume and Issue: 4(6), P. 771 - 797

Published: June 13, 2024

This study examined the perceived protective behavior of Filipinos towards COVID-19. It utilized extended protection motivation theory (PMT) and planned (TPB) models with integration ergonomic appraisal, applying partial least square structural equation modeling (PLS-SEM) to determine factors affecting against A questionnaire was developed distributed 3000 Filipino citizens measure their relationships. Results showed that understanding COVID-19 significantly influences Filipinos’ virus severity vulnerability. In turn, severity, self-efficacy, attitude, subjective norms were significant affected behavioral intention, impacting behavior. addition, cognitive macro ergonomics have been found be influence Thus, study’s findings can used as a framework for developing pandemic response initiatives aim inform educate Filipinos, especially those who do not privilege accessing information. Lastly, outcome this theoretical future researchers conduct in similar discipline.

Language: Английский

Acceptance of COVID‐19 booster vaccination based on the protection motivation theory: A cross‐sectional study in China DOI
Fan Wu, Yue Yuan,

Zhaomin Deng

et al.

Journal of Medical Virology, Journal Year: 2022, Volume and Issue: 94(9), P. 4115 - 4124

Published: May 4, 2022

Abstract The promotion of the booster shots against severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) infection is an open issue to be discussed. Little known about public intention and influencing factors regarding vaccine. A cross‐sectional survey in Chinese adults was conducted using online questionnaire, which designed on basis protection motivation theory (PMT) scale vaccine hesitancy (VHS). Hierarchical multiple regression used compare fitness PMT VHS for predicting vaccination intention. Multivariable logistic analyze associated with acceptance. Six thousand three hundred twenty‐one (76.8%) participants were willing take shot. However, rest (23.2%) still hesitant more powerful than explaining Participants high perceived severity (adjusted odds ratio [aOR] = 0.69) response cost (aOR 0.47) less shots, but susceptibility 1.19), efficacy 2.13), self‐efficacy 3.33) shots. In summary, interventions based can provide guidance ensure acceptance

Language: Английский

Citations

60

Testing an extended theory of planned behaviour in predicting Covid-19 vaccination intention over the course of the pandemic: A three-wave repeated cross-sectional study DOI Creative Commons
Miriam Capasso, Mark Conner, Daniela Caso

et al.

Heliyon, Journal Year: 2024, Volume and Issue: 10(3), P. e24826 - e24826

Published: Jan. 21, 2024

BackgroundMass vaccination against Covid-19 has been recognised as the most effective strategy for overcoming pandemic emergency and remains crucial in ongoing efforts to mitigate impact of virus. The present study aimed test efficacy an extended Theory Planned Behaviour (TPB) model predicting intention three different phases pandemic. Understanding how psychological drivers vaccine acceptance may have changed throughout is essential informing public health strategies addressing hesitancy, even current post-pandemic context.MethodsUsing a repeated cross-sectional survey, we tested hypothesised TPB (intention, attitude, subjective norms, perceived behavioural control, anticipated affective reactions, risk perception, trust science, institutions religiosity) across independent samples: before (T1: November–December 2020; N = 657), during (T2: March–May 2021; 818), after (T3: February–March 2022; 605) start campaign Italy.ResultsResults indicated significant differences between time points all investigated variables, pointing general trend improvement acceptability levels at T2 compared T1, worsening T3 other two points. Interestingly, net these differences, multi-group SEM analysis supported invariance, time, structural relationships examined within TPB.ConclusionFindings demonstrated stages pandemic, suggesting that model, its version, represents valuable framework designing interventions promoting uptake.

Language: Английский

Citations

8

Governmental Incentives, Satisfaction with Health Promotional Materials, and COVID-19 Vaccination Uptake among Community-Dwelling Older Adults in Hong Kong: A Random Telephone Survey DOI Creative Commons
Zixin Wang, Yuan Fang, Fuk-yuen Yu

et al.

Vaccines, Journal Year: 2022, Volume and Issue: 10(5), P. 732 - 732

Published: May 6, 2022

COVID-19 vaccination is proven to be effective and safe for older adults. This study investigated the impacts of incentives health promotional materials provided by government on completion primary series among adults in Hong Kong. Participants were Chinese-speaking community-dwelling aged ≥65 years. Telephone numbers randomly selected from up-to-date Kong telephone directories. A total 440 participants completed interview. Logistic regression models fitted. Among participants, 58.4% had series. Most believed that almost no impact increasing their motivation receive vaccination, less than half thought produced could address concerns help them make decisions. After adjustment significant background characteristics, we found perceived higher belief concern helpful decisions associated with a rate Perceptions supporting decisional conflict regarding choice vaccine also positively dependent variable. Government should develop tailored needs

Language: Английский

Citations

19

The impact of vaccine access difficulties on HPV vaccine intention and uptake among female university students in China DOI Creative Commons
Weiyi Wang

International Journal for Equity in Health, Journal Year: 2025, Volume and Issue: 24(1)

Published: Jan. 8, 2025

Ensuring vaccine access is a prerequisite for promoting human papilloma virus (HPV) vaccination. Although HPV vaccination efforts in China have primarily focused on young females, little research has examined the difficulties they face accessing and its impact uptake intention. This study analyzed overall perception of to vaccines, as well three specific difficulties, their influencing factors among female university students China. We also associations between intention uptake. A cross-sectional was conducted from eight universities or colleges Zhejiang Province, China, December 2020 January 2021. Logistic regressions were used identify associated with both perceptions difficulties. multivariable logistic regression model multiple linear explore by controlling potential confounding factors, respectively. total 3176 included this study. The proportion perceiving difficulty obtaining vaccine, desired type centers, information, 60.6%, 57.7%, 60.7%, 54.0%, Perceived information Chinese generally perceived various vaccine. It crucial improve optimize layout service quality enhance dissemination transparency information. More are needed provide strong guarantee students.

Language: Английский

Citations

0

Explanation of intention toward influenza vaccination among cardiovascular disease patients: An application of the extended protection motivation theory DOI
Jingjing Fan, Qin Wang, Ying Deng

et al.

Public Health, Journal Year: 2025, Volume and Issue: 242, P. 228 - 235

Published: March 24, 2025

Language: Английский

Citations

0

Cognitive predictors of COVID-19 mitigation behaviors in vaccinated and unvaccinated general population members DOI Open Access
Anna Hudson, Peter A. Hall, Sara C Hitchman

et al.

Vaccine, Journal Year: 2022, Volume and Issue: 41(27), P. 4019 - 4026

Published: Oct. 13, 2022

Language: Английский

Citations

16

Do optimism and moralization predict vaccination? A five-wave longitudinal study. DOI
Margaux Delporte,

Martial Luyts,

Geert Molenberghs

et al.

Health Psychology, Journal Year: 2023, Volume and Issue: 42(8), P. 603 - 614

Published: March 23, 2023

To examine if personal and comparative optimism, perceived effectiveness, moralization of vaccination predict people's decision to get vaccinated.We measured self-reported decisions in a five-wave longitudinal study (N ≍ 5,000/wave) Belgium over six months period (December 2020-May 2021) during the COVID-19 pandemic. Among predictors were demographic factors, optimism for three aspects (infection, severe disease, good outcome), effectiveness vaccination, extent which is being viewed prosocial terms (altruism, civic spirit) versus as instrumental one's self-interest (common sense, concern about health).The actual availability vaccines changed outlook on vaccination. Marked differences emerged between linguistic-cultural regions (Flemish Region, Walloon Brussels Capital Region). Personal predicted different extents depending participants' age whether was infection, or outcome. In older participants, mostly by optimism; younger it optimism. Moralizing lower likelihood positive decision, that is, higher vaccine hesitancy refusal, particularly participants.Assessments risk perception serving inform campaigns should differentiate expectations concerning infection outcome an infection. Public health messages address when targeting populations. Contrary popular belief, moralizing may reduce willingness vaccinated. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Language: Английский

Citations

7

Factors affecting subsequent dose of COVID-19 vaccine uptake based on BASNEF model among older adults DOI Creative Commons
Majid Barati, Hanieh Jormand, Salman Khazaei

et al.

BMC Infectious Diseases, Journal Year: 2024, Volume and Issue: 24(1)

Published: Jan. 2, 2024

Abstract Background Vaccination is a primary prevention approach to preventing disease by disconnecting the transmission chain. The current study utilized BASNEF model framework identify factors influencing subsequent doses of COVID-19 vaccination among older adults. Methods This cross-sectional was performed in west Iran May 2022. participants were selected via multi-stage sampling. Finally, 1120 contributed present study. questionnaire consisted three sections: a) Socio-demographic characteristics, b) cognitive impairments tests, and c) Questionnaire about dose vaccine uptake based on model. Data analyzed using software IBM AMOS-20 SPSS-23 one-way analysis variance (ANOVA) independent sample T-tests used, too. significance level statistical tests regarded as less than 0.05. Results presented results analyzing 50% intention dependent variable (R square = 0.497) 10% behavior 0.104) can be explained enabling (β 0.636, p < 0.001) 0.322, important for Conclusion So, planning implementing promotional intervention programs people (over 65; 80), females, illiterate, widows divorced, good economic status, urban areas essential. It seems that such free vaccinations, inaccessible places public social security agencies, supports involvement government physicians, improving information medium or knowledge-sharing experience, which further used enhance acceptance

Language: Английский

Citations

2

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

Riañina D. Borres,

Ardvin Kester S. Ong,

Tyrone Wyeth O. Arceno

et al.

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(5), P. 3003 - 3003

Published: Feb. 26, 2023

Street crime is one of the world’s top concerns and a surge in cases has alarmed people, particularly women. Related studies recent news have provided proof that women are target for crimes violence at home, outdoors, even workplace. To guarantee protection, self-defense tools been developed sales on rise market. The current study aimed to determine factors influencing women’s intention purchase by utilizing Protection Motivation Theory (PMT) Planned Behavior (TPB). applied multiple data analyses, Machine Learning Algorithms (MLAs): Decision Tree (DT), Random Forest Classifier (RFC), Deep Neural Network (DLNN), predict purchasing consumer behavior. A total 553 Filipino female respondents voluntarily completed 46-item questionnaire which was distributed online, yielding 22,120 points. MLAs output showed attitude, perceived risk, subjective norm, behavioral control were most significant tools. Environment, hazardous surroundings, relatives peers, thinking control, all influenced buy RFC DLNN analyses proved effective, resulting 96% 97.70% accuracy rates, respectively. Finally, MLA analysis this research can be expanded assess affecting human behavior context safety.

Language: Английский

Citations

5

A machine learning ensemble approach to predicting factors affecting the intention and usage behavior towards online groceries applications in the Philippines DOI Creative Commons
Ma. Janice J. Gumasing, Ardvin Kester S. Ong, Madeline Anne Patrice C. Sy

et al.

Heliyon, Journal Year: 2023, Volume and Issue: 9(10), P. e20644 - e20644

Published: Oct. 1, 2023

The emergence of e-commerce platforms, especially online grocery shopping, is heightened by the COVID-19 pandemic. Filipino consumers started to adapt due strict quarantine implementations in country. This study intended predict and evaluate factors influencing intention usage behavior towards groceries incorporating integrated Protection Motivation Theory an extended Unified Acceptance Use Technology applying machine learning ensemble. A total 373 responded survey evaluated under framework. Artificial Neural Network that 96.63 % accurate with aligned result Random Forest Classifier (96 accuracy 0.00 standard deviation) having Perceived Benefits as most significant factor followed Vulnerability, Behavioral Intention, Performance Expectancy, Perceived. These will lead very high applications. It was established algorithms can be used predicting consumer behavior. findings may applied serve a framework for government agencies grocers market convenient safe shopping globally.

Language: Английский

Citations

5