Displaying publications 221 - 240 of 455 in total

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  1. Balami AD, Said SM, Zulkefli NAM, Norsa'adah B, Audu B
    Malar J, 2021 Jan 21;20(1):55.
    PMID: 33478529 DOI: 10.1186/s12936-021-03586-5
    BACKGROUND: The prevalence of malaria in pregnancy and its complications, remain very high in Nigeria. This study aimed to determine the effects of a malaria health educational intervention based on the information-motivation-behavioural skills (IMB) model on malaria preventive practices and pregnancy outcomes.

    METHODS: The study was a randomized controlled parallel-group study, where 372 randomly selected antenatal care attendees were randomly assigned to one of either two groups after collecting baseline data. The intervention group then received a four-hour health education intervention in Hausa language, which was developed based on the IMB model, while the control group received a similarly designed health education on breastfeeding. Follow up data were then collected from the participants at a first (2 months post-intervention) and second (4 months post-intervention) follow up, and at the end of their pregnancies.

    RESULTS: For both groups, reported ITN use had increased from baseline (Intervention: Often-14.0%, Almost always-9.1; Control: Often-12.4%; Almost always 16.1%) to the time of second follow up (Intervention: Often -28.10%, Almost always-24.5; Control: Often-17.2%; Almost always 19.5%). Reported IPTp uptake at second follow up was also higher for the intervention group (Intervention: Two doses-59.0%, Three doses 22.3%; Control group: Two doses-48.4%, Three doses-7.0%). The drop in the haematocrit levels was greater for the control group (32.42% to 30.63%) compared to the intervention group (33.09% to 31.93%). The Generalized Linear Mixed Models (GLMM) analysis revealed that the intervention had significantly improved reported ITN use, reported IPTp uptake, and haematocrit levels, but had no significant effect on the incidence of reported malaria diagnosis or babies' birth weights.

    CONCLUSIONS: The intervention was effective in improving ITN use, IPTp uptake, and haematocrit levels. It is, therefore, recommended for the modules to be adopted and incorporated into the routine antenatal care programmes in health centres with predominantly Hausa speaking clients.

    TRIAL REGISTRATION: Pan African Clinical Trial Registry, PACTR201610001823405. Registered 26 October 2016, www.pactr.org .

    Matched MeSH terms: Motivation*
  2. Shengyao Y, Xuefen L, Jenatabadi HS, Samsudin N, Chunchun K, Ishak Z
    BMC Psychol, 2024 Jul 12;12(1):389.
    PMID: 38997786 DOI: 10.1186/s40359-024-01886-4
    The main objective of this study is to examine the relationship of emotional intelligence with psychological well-being and academic achievement through positive psychological characteristics among university students in China. The study was conducted with postgraduate and undergraduate students. The integration of emotional intelligence theory and positive psychological theory was used in this study. The introduced framework included emotional intelligence as the main independent variable, self-efficacy, motivation, and resilience as three mediators, and psychological well-being and academic achievement as two dependent variables. A survey was conducted among 518 students, and structural equation modelling was used to analyse the data. The study found that emotional intelligence was positively related to positive psychological characteristics, psychological well-being, and academic achievement, and the effects were stronger among postgraduate students. Also, positive psychological characteristics, which include self-efficacy, motivation, and resilience, mediate the relationship between emotional intelligence and psychological well-being and academic achievement, and the relationship was stronger among postgraduate students. Proper coping strategies and mechanisms can be helpful to improve both psychological well-being and academic achievement at the same time among university students.
    Matched MeSH terms: Motivation*
  3. Jaafar SH, Ho JJ, Jahanfar S, Angolkar M
    Cochrane Database Syst Rev, 2016 Aug 30;2016(8):CD007202.
    PMID: 27572944 DOI: 10.1002/14651858.CD007202.pub4
    BACKGROUND: To successfully initiate and maintain breastfeeding for a longer duration, the World Health Organization's Ten Steps to Successful Breastfeeding recommends total avoidance of artificial teats or pacifiers for breastfeeding infants. Concerns have been raised that offering the pacifier instead of the breast to calm the infant may lead to less frequent episodes of breastfeeding and as a consequence may reduce breast-milk production and shorten duration of breastfeeding.

    OBJECTIVES: To assess the effect of restricted versus unrestricted pacifier use in healthy full-term newborns whose mothers have initiated breastfeeding and intend to exclusively breastfeed, on the duration of breastfeeding, other breastfeeding outcomes and infant health.

    SEARCH METHODS: We searched the Cochrane Pregnancy and Childbirth Group's Trials Register (30 June 2016) and reference lists of retrieved studies.

    SELECTION CRITERIA: Randomised and quasi-randomised controlled trials comparing restricted versus unrestricted pacifier use in healthy full-term newborns who have initiated breastfeeding.

    DATA COLLECTION AND ANALYSIS: Two review authors independently assessed trials for inclusion and risk of bias, extracted data and checked them for accuracy. The quality of the evidence was assessed using the GRADE approach.

    MAIN RESULTS: We found three trials (involving 1915 babies) for inclusion in the review, but have included only two trials (involving 1302 healthy full-term breastfeeding infants) in the analysis. Meta-analysis of the two combined studies showed that pacifier use in healthy breastfeeding infants had no significant effect on the proportion of infants exclusively breastfed at three months (risk ratio (RR) 1.01; 95% confidence interval (CI) 0.96 to 1.07, two studies, 1228 infants), and at four months of age (RR 1.01; 95% CI 0.94 to 1.09, one study, 970 infants, moderate-quality evidence), and also had no effect on the proportion of infants partially breastfed at three months (RR 1.00; 95% CI 0.98 to 1.02, two studies, 1228 infants), and at four months of age (RR 0.99; 95% CI 0.97 to 1.02, one study, 970 infants). None of the included trials reported data on the other primary outcomes, i.e. duration of partial or exclusive breastfeeding, or secondary outcomes: breastfeeding difficulties (mastitis, cracked nipples, breast engorgement); infant's health (dental malocclusion, otitis media, oral candidiasis; sudden infant death syndrome (SIDS)); maternal satisfaction and level of confidence in parenting. One study reported that avoidance of pacifiers had no effect on cry/fuss behavior at ages four, six, or nine weeks and also reported no effect on the risk of weaning before age three months, however the data were incomplete and so could not be included for analysis.

    AUTHORS' CONCLUSIONS: Pacifier use in healthy term breastfeeding infants, started from birth or after lactation is established, did not significantly affect the prevalence or duration of exclusive and partial breastfeeding up to four months of age. Evidence to assess the short-term breastfeeding difficulties faced by mothers and long-term effect of pacifiers on infants' health is lacking.

    Matched MeSH terms: Motivation*
  4. Khan MJ, Chelliah S, Haron MS, Ahmed S
    Sultan Qaboos Univ Med J, 2017 Feb;17(1):e11-e17.
    PMID: 28417022 DOI: 10.18295/squmj.2016.17.01.003
    Travel motivations, perceived risks and travel constraints, along with the attributes and characteristics of medical tourism destinations, are important issues in medical tourism. Although the importance of these factors is already known, a comprehensive theoretical model of the decision-making process of medical tourists has yet to be established, analysing the intricate relationships between the different variables involved. This article examines a large body of literature on both medical and conventional tourism in order to propose a comprehensive theoretical framework of medical tourism decision-making. Many facets of this complex phenomenon require further empirical investigation.
    Matched MeSH terms: Motivation*
  5. Ng LW, Malhotra R, Lai D, Tai ES, Østbye T
    Asia Pac J Public Health, 2015 Mar;27(2):NP552-61.
    PMID: 23482708 DOI: 10.1177/1010539513479966
    To develop a better understanding of perceived barriers to and ideas for weight loss and maintenance among Malay homemakers in Singapore.
    Matched MeSH terms: Motivation*
  6. Nasurdin AM, Tan CL, Khan SN
    Asia Pac J Public Health, 2020 11;32(8):430-435.
    PMID: 33084355 DOI: 10.1177/1010539520965026
    Motivation is exceptionally crucial in influencing the quality of health care work outcomes. In view of the mounting challenges and stressful work environment faced by nurses, social support has been identified as an essential resource that helps promote their work motivation. The central aim of this study is to explore three forms of social support (perceived organizational support, perceived supervisory support, and perceived peer support) on nurses' motivation. Cross-sectional data were collected via questionnaires from a sample of 354 nurses working in Malaysian public hospitals. The hypothesized model was tested using partial least squares method. Our results disclosed that all forms of social support have positive effects on motivation.
    Matched MeSH terms: Motivation*
  7. Sutrisno RY, Suryana BH, Sutantri S, Sugiyo D, Choliq I, Aditjondro E, et al.
    Asian Pac J Cancer Prev, 2024 Oct 01;25(10):3583-3588.
    PMID: 39471025 DOI: 10.31557/APJCP.2024.25.10.3583
    OBJECTIVE: The morbidity caused by smoking is increasing. Meanwhile, very few people access smoking cessation counseling in primary health care. Therefore, more massive and innovative efforts to increase motivation to quit smoking are needed. This research aims to explore smokers' perceptions of three types of videos that describe the impact of smoking.

    METHODS: This study used a descriptive qualitative method with in-depth interviews using a semi-structured interview guide. Ethical clearance was obtained, and fourteen young adults who smoked were recruited by purposive sampling. Before the interview, participants watched five videos with the following categories: 1) the health impact of active smoking, 2) the health impact of passive smoking, and 3) the burden on the family of smokers getting smoking-related diseases. Data analysis was conducted using inductive content analysis.

    RESULTS: Five themes describe smokers' perceptions of videos depicting the effects of smoking: a) The video is interesting and can help imagine real condition visualization of the impact of smoking; b) The video deeply resonates with smokers; c) The health impact of the passive smoker and family video is more impactful than the health impact of active smoking video; d) The health impact of active smoking videos make smokers aware of smoking on themselves; e) These videos can increase motivation to quit smoking.

    CONCLUSION: This research can be a recommendation in health education and smoking cessation counseling using videos that describe the health impact of smoking, especially with an approach that highlights the effects on passive smokers and families.

    Matched MeSH terms: Motivation*
  8. Abdul Hamid NF, Jaafar A, Asming NN, Suria NS, Ho TK, Lim ZYJ, et al.
    Eur J Dent Educ, 2025 Feb;29(1):19-28.
    PMID: 39345010 DOI: 10.1111/eje.13044
    OBJECTIVE: This study aimed to analyse the impact of sociodemographic factors on dental school candidates' decision to pursue dentistry as their career of choice.

    MATERIALS AND METHODS: Candidates shortlisted by three dental schools were invited to participate in a self-administered questionnaire study, featuring a validated instrument containing sociodemographic questions and 16 motivational items grouped into four domains: economic, professional, vocational and personal background reasons. The variations in motivational item scores across sociodemographic factors were assessed using the Mann-Whitney U test (age, sex, ethnicity, having relatives in the dental profession and dentistry as the first choice) and Kruskal-Wallis test (dental school and family income).

    RESULTS: A total of 295 dental school candidates participated in the study (Universiti Teknologi MARA: 137; Universiti Kebangsaan Malaysia: 99; MAHSA University: 59). Approximately 95% of participants identified dentistry as their primary career choice, with the vocational motivation of 'I like to help people' being the most prominent motivational factor. Dental school emerged as the critical factor significantly influencing three quarters of the motivational items. Sex, ethnicity and having relatives in the dental profession were the remaining factors significantly associated with variations in certain motivational items. Both dental school and ethnicity significantly affected four motivational domains (economic, professional, vocational and personal background).

    CONCLUSION: This study provides an insightful overview of the sociodemographic factors that impact career decision-making among prospective dental students. The scores for most motivational items varied among shortlisted candidates in three dental schools. The findings hold implications for policy development in dentistry by universities and public policymakers.

    Matched MeSH terms: Motivation*
  9. Ahmad NA, Mat Ludin AF, Shahar S, Mohd Noah SA, Mohd Tohit N
    BMJ Open, 2020 Mar 16;10(3):e033870.
    PMID: 32184309 DOI: 10.1136/bmjopen-2019-033870
    INTRODUCTION: The world's older population continues to grow at an unprecedented rate. An ageing population poses a great challenge to our healthcare system that requires new tool to tackle the complexity of health services as well as the increasing expenses. Mobile health applications (mHealth app) is seen to have the potential to address these challenges, alleviating burdens on the healthcare system and enhance the quality of life for older adults. Despite the numerous benefits of mHealth apps, relatively little is known about whether older adults perceive that these apps confer such benefits. Their perspectives towards the use of mobile applications for health-related purposes have also been little studied. Therefore, in this paper, we outline our scoping review protocol to systematically review literature specific to older adults' willingness, perceived barriers and motivators towards the use of mobile applications to monitor and manage their health.

    METHODS AND ANALYSIS: Arksey and O'Malley's scoping review methodology framework will guide the conduct of this scoping review. The search strategy will involve electronic databases including PubMed, Excerpta Medica Database, Cumulative Index of Nursing and Allied Health Literature, Cochrane Library, Google Scholar and ScienceDirect, in addition to grey literature sources and hand-searching of reference lists. Two reviewers will independently screen all abstracts and full-text studies for inclusion. Data will be charted and sorted through an iterative process by the research team. The extracted data will undergo a descriptive analysis and simple quantitative analysis will be conducted using descriptive statistics. Engagement with relevant stakeholders will be carried out to gain more insights into our data from different perspectives.

    ETHICS AND DISSEMINATION: Since the data used are from publicly available sources, this study does not require ethical approval. Results will be disseminated through academic journals, conferences and seminars. We anticipate that our findings will aid technology developers and health professionals working in the area of ageing and rehabilitation.

    Matched MeSH terms: Motivation*
  10. Hassali MA, Alrasheedy AA, McLachlan A, Nguyen TA, Al-Tamimi SK, Ibrahim MI, et al.
    Saudi Pharm J, 2014 Dec;22(6):491-503.
    PMID: 25561861 DOI: 10.1016/j.jsps.2013.12.017
    Generic medicines are clinically interchangeable with original brand medicines and have the same quality, efficacy and safety profiles. They are, nevertheless, much cheaper in price. Thus, while providing the same therapeutic outcomes, generic medicines lead to substantial savings for healthcare systems. Therefore, the quality use of generic medicines is promoted in many countries. In this paper, we reviewed the role of generic medicines in healthcare systems and the experiences of promoting the use of generic medicines in eight selected countries, namely the United States (US), the United Kingdom (UK), Sweden, Finland, Australia, Japan, Malaysia and Thailand. The review showed that there are different main policies adopted to promote generic medicines such as generic substitution in the US, generic prescribing in the UK and mandatory generic substitution in Sweden and Finland. To effectively and successfully implement the main policy, different complementary policies and initiatives were necessarily introduced. Barriers to generic medicine use varied between countries from negative perceptions about generic medicines to lack of a coherent generic medicine policy, while facilitators included availability of information about generic medicines to both healthcare professionals and patients, brand interchangeability guidelines, regulations that support generic substitution by pharmacists, and incentives to both healthcare professionals and patients.
    Matched MeSH terms: Motivation
  11. Abraham RR, Upadhya S, Torke S, Ramnarayan K
    Adv Physiol Educ, 2004 Dec;28(1-4):102-4.
    PMID: 15319191
    Medicine is an applied science, interpreting evidence and applying it to real life by using clinical reasoning skills and experience. COPT (clinically oriented physiology teaching) was incorporated in physiology instruction aiming to relate the study of physiology to real-life problems, to generate enthusiasm and motivation for learning, and to demonstrate the vocational relevance of physiology among students by integrating clinical experience with teaching. COPT consisted of two elements: 1) critical-thinking questions (CTQ) and 2) clinical case studies. After a few topics were taught, CTQ and case studies were given as an assignment. Answers were discussed in the next class. Two exams, each of which contained CTQ and recall questions, were conducted, one before (exam 1) and one after (exam 2) the implementation of COPT. Analysis of student performance in the examinations revealed that the students did better in exam 2 (P < 0.0001). Feedback from students indicated that this method was useful and challenging.
    Matched MeSH terms: Motivation
  12. Hosseini S, Aeinehvand MM, Uddin SM, Benzina A, Rothan HA, Yusof R, et al.
    Sci Rep, 2015;5:16485.
    PMID: 26548806 DOI: 10.1038/srep16485
    The application of microfluidic devices in diagnostic systems is well-established in contemporary research. Large specific surface area of microspheres, on the other hand, has secured an important position for their use in bioanalytical assays. Herein, we report a combination of microspheres and microfluidic disk in a unique hybrid platform for highly sensitive and selective detection of dengue virus. Surface engineered polymethacrylate microspheres with carefully designed functional groups facilitate biorecognition in a multitude manner. In order to maximize the utility of the microspheres' specific surface area in biomolecular interaction, the microfluidic disk was equipped with a micromixing system. The mixing mechanism (microballoon mixing) enhances the number of molecular encounters between spheres and target analyte by accessing the entire sample volume more effectively, which subsequently results in signal amplification. Significant reduction of incubation time along with considerable lower detection limits were the prime motivations for the integration of microspheres inside the microfluidic disk. Lengthy incubations of routine analytical assays were reduced from 2 hours to 5 minutes while developed system successfully detected a few units of dengue virus. Obtained results make this hybrid microsphere-microfluidic approach to dengue detection a promising avenue for early detection of this fatal illness.
    Matched MeSH terms: Motivation
  13. Lee SL, Kim JA, Golden KJ, Kim JH, Park MS
    Front Psychol, 2016;7:376.
    PMID: 27148100 DOI: 10.3389/fpsyg.2016.00376
    Perception of the autonomy and relatedness of the self may be influenced by one's experiences and social expectations within a particular cultural setting. The present research examined the role of culture and the Autonomous-Related self-construal in predicting for different aspects of Social Networking Sites (SNS) usage in three Asian countries, especially focusing on those aspects serving interpersonal goals. Participants in this cross-cultural study included 305 university students from Malaysia (n = 105), South Korea (n = 113), and China (n = 87). The study explored specific social and interpersonal behaviors on SNS, such as browsing the contacts' profiles, checking for updates, and improving contact with SNS contacts, as well as the intensity of SNS use, hypothesizing that those with high intensity of use in the Asian context may be doing so to achieve the social goal of maintaining contact and keeping updated with friends. Two scales measuring activities on other users' profiles and contact with friends' profiles were developed and validated. As predicted, some cross-cultural differences were found. Koreans were more likely to use SNS to increase contact but tended to spend less time browsing contacts' profiles than the Malaysians and Chinese. The intensity of SNS use differed between the countries as well, where Malaysians reported higher intensity than Koreans and Chinese. Consistent with study predictions, Koreans were found with the highest Autonomous-Related self-construal scores. The Autonomous-Related self-construal predicted SNS intensity. The findings suggest that cultural contexts, along with the way the self is construed in different cultures, may encourage different types of SNS usage. The authors discuss study implications and suggest future research directions.
    Matched MeSH terms: Motivation
  14. Pandy V, Khan Y
    Sci Rep, 2016;6:21944.
    PMID: 26902717 DOI: 10.1038/srep21944
    The present study established a novel mouse model of a runway drug self-administration in our laboratory. The operant runway apparatus consisted of three long runways arranged in a zig-zag manner. The methodology consisted of six distinct phases: habituation, preconditioning, conditioning, post-conditioning, extinction and reinstatement. The effects of saline were compared with escalating doses of either ethanol (0.5-4.0 g/kg, i.p), heroin (5-40 mg/kg, i.p), or nicotine (0.1-0.5mg/kg, i.p) administered in the goal box during the conditioning phase (day 1 to day 5). A significant decrease in the time of trained (conditioned) mice to reach the goal box confirmed the subjects' motivation to seek those drugs on day 6 (expression). The mice were then subjected to non-rewarded extinction trials for 5 days over which run times were significantly increased. After 5 days of abstinence, a priming dose of ethanol or heroin (1/5th of maximum dose used in conditioning) significantly reinstated the drug-seeking behavior. These results suggest that the modified runway model can serve as a powerful behavioral tool for the study of the behavioral and neurobiological bases of drug self-administration and, as such, is appropriate simple but powerful tool for investigating the drug-seeking behavior of laboratory mice.
    Matched MeSH terms: Motivation
  15. Thambypillai V
    Soc Sci Med, 1985;21(7):819-23.
    PMID: 4071118 DOI: 10.1016/0277-9536(85)90130-3
    A questionnaire on smoking habits was administered to 4106 Form IV school children in Kuala Lumpur. The period of survey was from 9 to 20 April 1984. 2099 boys and 2007 girls were studied and their mean age was 16.1 years. 32.8% of the students had been initiated to smoking and the mean age of initiation was 13.3 years. The prevalence of smoking was found to be 9.8% and the mean duration of smoking was 2.5 years. Most of the smokers and occasional smokers were boys. About 42% of the smokers wished to stop smoking and only 1% of the non-smokers intended to smoke in the future. The study recommended that health education programmes should be started earlier in school.
    Matched MeSH terms: Motivation
  16. Lim Lin Lean, Chan PT
    Int Migr, 1983;21(2):277-87.
    PMID: 12266834
    Matched MeSH terms: Motivation
  17. Michal Christina Steven, Jeffery Stephen
    MyJurnal
    Introduction:The incidence of pertussis has been said to increase over the years, and the affected patient-age group has also changed with the increasing number of cases amongst adolescents and adults. Therefore, adults require booster vaccination for protection against pertussis infection. Vaccination among healthcare workers (HCW) should be prioritized when a country implements an adult vaccine. However, the coverage of pertussis vaccination is still deficient among HCW due to low-risk perception. This study focused on finding the risk perception of pertussis in-fection amongst the HCWs based on the Protection Motivation Theory (PMT) and their acceptance to take pertussis vaccination. Methods: This was a cross-sectional study using online survey. The website link is given to the Health-care workers consisting of doctors, Assistant Medical Officers, nurses, and Environmental Health Officers. Results: A total of 853 responders responded to the questionnaire. Most of the respondents (81.5%) are willing to receive the pertussis vaccine. Independent t-test showed that the PMT score was significantly different between those willing and those not willing to take the vaccine (p-value < 0.001, t statistics (df)= 7.729 (325). Robust path analysis showed that sociodemographic factors (age, the institution of working and prior pertussis vaccination) (p=0.004), threat (p
    Matched MeSH terms: Motivation
  18. Naghavi N, Mubarik MS, Rasiah R, Sharif Nia H
    Int J Gen Med, 2020;13:641-651.
    PMID: 32982381 DOI: 10.2147/IJGM.S253372
    Purpose: The gap between the demand and the supply of human organs for transplantation is on the rise in Malaysia, despite the efforts of governments to promote donor registration. Factors affecting willingness to donate are contextual and vary from country to country. This research mainly focuses on the selection of most suitable organ donation system through factors affecting willingness to donate in Malaysia. The objectives of this study are to prioritize those factors acting as the pillars of the organ donation system and further to select the most suitable organ donation system for Malaysia.

    Patients and Methods: The data were collected from 35 experts by using a bipolar questionnaire. The study applied an analytical hierarchal process (AHP) for prioritization factors contributing to willingness to donate and then selection of a suitable organ donation system based on prioritized factors.

    Results: Based on the AHP results, it is evident that donation perception (0.36) has the highest priority in influencing organ donation rates, followed by socioeconomic status (0.32), demographic factors (0.23), and financial incentives (0.09). Further, our results challenge the existing opt-in donation system in Malaysia and present a presumptive approach as a suitable system for increasing deceased donation rate in Malaysia. Presumptive approach promotes the role of health-care professionals in securing the family consent.

    Conclusion: This approach is a person-oriented rather than process-oriented strategy and it relies on designated requesters' skills to evoke altruism among bereaved families. Based on results, the authors recommended that relevant government agencies focus on training nurses to discuss donation with bereaved families and raising public awareness.

    Matched MeSH terms: Motivation
  19. Teng S, Khong KW, Pahlevan Sharif S, Ahmed A
    JMIR Public Health Surveill, 2020 10 01;6(4):e19618.
    PMID: 33001036 DOI: 10.2196/19618
    BACKGROUND: Poor nutrition and food selection lead to health issues such as obesity, cardiovascular disease, diabetes, and cancer. This study of YouTube comments aims to uncover patterns of food choices and the factors driving them, in addition to exploring the sentiments of healthy eating in networked communities.

    OBJECTIVE: The objectives of the study are to explore the determinants, motives, and barriers to healthy eating behaviors in online communities and provide insight into YouTube video commenters' perceptions and sentiments of healthy eating through text mining techniques.

    METHODS: This paper applied text mining techniques to identify and categorize meaningful healthy eating determinants. These determinants were then incorporated into hypothetically defined constructs that reflect their thematic and sentimental nature in order to test our proposed model using a variance-based structural equation modeling procedure.

    RESULTS: With a dataset of 4654 comments extracted from YouTube videos in the context of Malaysia, we apply a text mining method to analyze the perceptions and behavior of healthy eating. There were 10 clusters identified with regard to food ingredients, food price, food choice, food portion, well-being, cooking, and culture in the concept of healthy eating. The structural equation modeling results show that clusters are positively associated with healthy eating with all P values less than .001, indicating a statistical significance of the study results. People hold complex and multifaceted beliefs about healthy eating in the context of YouTube videos. Fruits and vegetables are the epitome of healthy foods. Despite having a favorable perception of healthy eating, people may not purchase commonly recognized healthy food if it has a premium price. People associate healthy eating with weight concerns. Food taste, variety, and availability are identified as reasons why Malaysians cannot act on eating healthily.

    CONCLUSIONS: This study offers significant value to the existing literature of health-related studies by investigating the rich and diverse social media data gleaned from YouTube. This research integrated text mining analytics with predictive modeling techniques to identify thematic constructs and analyze the sentiments of healthy eating.

    Matched MeSH terms: Motivation
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