Displaying publications 681 - 700 of 751 in total

Abstract:
Sort:
  1. Seng KBH, Tan PY, Lim CC, Loganathan R, Lim YA, Teng KT, et al.
    Nutr Res, 2024 Nov;131:14-26.
    PMID: 39357258 DOI: 10.1016/j.nutres.2024.07.003
    Vitamin A deficiency (VAD) remains a major health issue in developing nations, contributing to preventable childhood blindness. However, there is lack of recent data on xerophthalmia, especially among school-aged children in Malaysia. We hypothesized that xerophthalmia persists among rural schoolchildren in Malaysia and potentially associated with socio-demographic status and malnutrition. We conducted a cross-sectional study on 596 schoolchildren (8-12 years) from ten rural primary schools located in five states across Malaysia. Children meeting the criteria for xerophthalmia assessment included those diagnosed with vitamin A deficiency (VAD) (plasma retinol < 0.70 µmol/L) and marginal VAD (plasma retinol 0.70 to < 1.05 µmol/L). The overall prevalence of xerophthalmia was 48.8%, with the most common ocular sign being conjunctival xerosis (38.9%). The occurrence of xerophthalmia was negatively associated with retinol-binding protein 4 (RPB4) (P=0.003), alpha-carotene (P=0.04), hemoglobin (P=0.004), weight (P=0.02), body mass index (BMI) (P=0.04) and WAZ (weight-for-age z-score) (P=0.04) status. Based on multivariate logistic regression analysis, a higher risk of xerophthalmia was observed in boys (Adjusted odd ratio [AOR]: 1.7, 95% confidence interval [CI]: 1.2-2.5) and Orang Asli (OA, indigenous) schoolchildren (AOR: 2.0, 95% CI: 1.3-3.0), while schoolchildren with overweight/obesity status (AOR: 0.5, 95% CI: 0.3-0.8) were associated with a reduced risk of xerophthalmia. The present study unveils a high prevalence of xerophthalmia among vitamin A-deficient primary schoolchildren in rural areas of Malaysia, especially among the indigenous community. The identified socio-demographic and nutritional factors associated to xerophthalmia would facilitate the implementation of more targeted interventions in addressing these issues.
    Matched MeSH terms: Schools
  2. Heo CC, Latif B, Hafiz WM, Zhou HZ
    PMID: 23691629
    We report a series of dermatitis cases caused by the staphilinid beetles, Paederusfuscipes Curtis, among university students staying in the residential college in Puncak Alam, Selangor, Malaysia from 1 January to 31 December 2010. A total of 360 cases (6.0%) were recorded in the Student Health Center throughout the year; the majority of patients stayed at a hostel near an oil palm plantation. Skin symptoms included erythema, edema, vesicular papules, painful blisters, burning sensation, pruritus, hyper pigmentation and peeling of skin. The commonly involved sites were the face, neck, shoulders and arms. Most students noticed the symptoms upon awakening in the morning. The patients were treated with fusidic acid cream and the symptoms resolved within 5 days. These beetles are nocturnally active and enter the room whenever a light source is available. The unintentional crushing of these beetles during sleep causes the release of its hemolymph (paederin) which is the cause of the dermatitis.
    Matched MeSH terms: Schools
  3. Yaacob I, Harun MH
    PMID: 7825029
    A questionnaire survey to study the smoking habits and attitudes toward smoking among secondary school teachers in Kelantan, Malaysia was conducted between July and September 1992. Questionnaires were sent to 5,112 teachers through their respective headmasters. Sixty-three percent (3,208 teachers; 61% males, 39% females) responded satisfactorily. Overall, 625 teachers (20%) were current smokers, 141 (4%) were occasional smokers, 317 (10%) were ex-smokers and 2,123 (67%) had never smoked. Only six (0.8%) of the 766 regular and occasional smokers were females. The rates of smoking among parents and siblings of smokers were higher than parents and siblings of non-smokers. Seventy-four percent of the smoking teachers admitted to smoking in the school premises. The teachers' attitudes about the health effects of smoking were statistically different between smokers and non-smokers. However, both smoking and non-smoking teachers had similar views regarding methods to control the smoking habit which included banning cigarette sales, putting a halt to the tobacco industry and banning cigarette advertisements.
    Matched MeSH terms: Schools
  4. Nagendrababu V, Gopinath VK, Arias A, Setzer FC, Kazandag MK, Kishen A, et al.
    Dent Traumatol, 2024 Oct;40(5):586-598.
    PMID: 38686742 DOI: 10.1111/edt.12961
    BACKGROUND/AIM: The knowledge of dental students about managing traumatic dental injuries (TDIs) may not be uniform, depending on global location and dental education. The aim of this study was to evaluate the level of knowledge of undergraduate and postgraduate students specializing in endodontics and pediatric dentistry at 10 dental schools in 10 countries about the 2020 International Association of Dental Traumatology (IADT) guidelines regarding the management of TDIs.

    MATERIALS & METHODS: A previously published questionnaire was used in the current survey. It was an online survey with 12 questions regarding the management of TDIs and some additional questions regarding sociodemographic and professional profiles of the participants were added. The survey was distributed to final-year undergraduate students and postgraduate students in pediatric dentistry and endodontics from 10 dental schools. Simple frequency distributions and descriptive statistics were predominantly used to describe the data. Differences in the median percentage scores among the student categories were assessed using the Kruskal-Wallis test followed by Dwass-Steel-Critchlow-Fligner pairwise comparisons.

    RESULTS: A total of 347 undergraduates, 126 postgraduates in endodontics, and 72 postgraduates in pediatric dentistry from 10 dental schools participated in this survey. The postgraduates had a significantly higher percentage score for correct responses compared with the undergraduates. No significant difference was observed between the endodontic and pediatric dentistry postgraduates.

    CONCLUSION: The knowledge possessed by undergraduate and postgraduate students concerning the IADT-recommended management of TDIs varied across the globe and some aspects were found to be deficient. This study emphasizes the critical importance of reassessing the teaching and learning activities pertaining to the management of TDIs.

    Matched MeSH terms: Schools, Dental
  5. Chin YS, Taib MN, Shariff ZM, Khor GL
    Nutr Res Pract, 2008;2(2):85-92.
    PMID: 20126371 DOI: 10.4162/nrp.2008.2.2.85
    The present study was conducted to develop a Multi-dimensional Body Image Scale for Malaysian female adolescents. Data were collected among 328 female adolescents from a secondary school in Kuantan district, state of Pahang, Malaysia by using a self-administered questionnaire and anthropometric measurements. The self-administered questionnaire comprised multiple measures of body image, Eating Attitude Test (EAT-26; Garner & Garfinkel, 1979) and Rosenberg Self-esteem Inventory (Rosenberg, 1965). The 152 items from selected multiple measures of body image were examined through factor analysis and for internal consistency. Correlations between Multi-dimensional Body Image Scale and body mass index (BMI), risk of eating disorders and self-esteem were assessed for construct validity. A seven factor model of a 62-item Multi-dimensional Body Image Scale for Malaysian female adolescents with construct validity and good internal consistency was developed. The scale encompasses 1) preoccupation with thinness and dieting behavior, 2) appearance and body satisfaction, 3) body importance, 4) muscle increasing behavior, 5) extreme dieting behavior, 6) appearance importance, and 7) perception of size and shape dimensions. Besides, a multidimensional body image composite score was proposed to screen negative body image risk in female adolescents. The result found body image was correlated with BMI, risk of eating disorders and self-esteem in female adolescents. In short, the present study supports a multi-dimensional concept for body image and provides a new insight into its multi-dimensionality in Malaysian female adolescents with preliminary validity and reliability of the scale. The Multi-dimensional Body Image Scale can be used to identify female adolescents who are potentially at risk of developing body image disturbance through future intervention programs.
    Matched MeSH terms: Schools
  6. Ahmad A, Zulaily N, Abdul Manan NS, Shahril MR, Syed Saadun Tarek Wafa SW, Mohd Amin R, et al.
    BMC Public Health, 2017 01 05;17(1):9.
    PMID: 28056904 DOI: 10.1186/s12889-016-3911-2
    BACKGROUND: Body weight is highly associated with overall health status. Being severely thin or obese may impose the risk of many health problems. Early detection of body mass index (BMI) status may help to reduce the associated comorbidities. Although many studies in the literature have investigated the BMI of school adolescents in Malaysia, the data on status of body weight among school adolescents in suburban states like Terengganu is limited. This study aimed to describe the body weight status of the whole population of school adolescents in all seven districts in Terengganu, Malaysia.

    METHODS: Using a cross-sectional study design, body weight and height were measured, and BMI was calculated and classified using WHO BMI-for-age Z-score. Data was obtained using the National Fitness Standard (SEGAK) assessment, which was uploaded in a specific Health Monitoring System (HEMS).

    RESULTS: From a total of 62,567 school adolescents, 50.7% were boys and 49.3% were girls. Girls had significantly higher BMI than boys in age groups of 13 to 15 and 16 to 17 years old. Among boys and girls, there were significant differences in mean BMI of school adolescents between rural and urban school locations in all age groups (p 

    Matched MeSH terms: Schools
  7. Tafran K, Tumin M, Osman AF
    Iran J Public Health, 2020 Sep;49(9):1709-1717.
    PMID: 33643946 DOI: 10.18502/ijph.v49i9.4088
    Background: We examined whether multidimensional poverty index (MPI) explained variations in life expectancy (LE) better than income poverty; and assessed the relative importance of MPI indicators in influencing LE.

    Methods: Cross-sectional data from 62 developing countries were used to run several multivariate linear regressions. R2 was used to compare the powers of MPI with income-poverties (income poverty gaps [IPG] at 1.9 and 3.1 USD) in explaining LE.

    Results: Adjusting for controls, both MPI (β =-0.245, P<0.001) and IPG at 3.1 USD (β=-0.135, P=0.044) significantly correlates with LE, but not IPG at 1.9 USD (β=-0.147, P=0.135). MPI explains 12.1% of the variation in LE compared to only 3.2% explained by IPG at 3.1 USD. The effect of MPI on LE is higher on female (β=-0.210, P<0.001) than male (β=-0.177, P<0.001). The relative influence of the deprivation indictors on LE ranks as follows (most to least): Asset ownership, drinking water, cooking fuel, flooring, child school attendance, years of schooling, nutrition, mortality, improved sanitation, and electricity.

    Conclusion: Interventions to reduce poverty and improve LE should be guided by MPI, not income poverty indices. Such policies should be female-oriented and prioritized based on the relative influence of the various poverty deprivation indicators on LE.

    Matched MeSH terms: Schools
  8. Yusof ZYM, Hassan WNW, Razak IA, Hashim SMN, Tahir MKAM, Keng SB
    PMID: 29641164
    This study aimed to evaluate the association between dental students’
    personality traits and stress levels in relation to dental education programs among
    senior dental students in University Malaya (UM) in Malaysia and National University
    of Singapore (NUS). A cross-sectional survey using a self-administered
    questionnaire was conducted on UM and NUS senior dental students. The questionnaire
    comprised items on demographic background, the Big Five Inventory
    Personality Traits (BFIPT) test and a modified Dental Environment Stress (DES)
    scale. Rasch analysis was used to convert raw data to interval scores. Analyses
    were done by t-test, Pearson correlation, and Hierarchical regression statistics.
    The response rate was 100% (UM=132, NUS=76). Personality trait Agreeableness
    (mean=0.30) was significantly more prevalent among UM than NUS students
    (mean=0.15, p=0.016). In NUS, Neuroticism (mean=0.36) was significantly more
    prevalent than in UM (mean=0.14, p=0.002). The DES mean score was higher
    among NUS (mean=0.23) than UM students (mean=0.07). In UM, Neuroticism
    was significantly correlated with stress levels (r=0.338, p<0.001). In NUS, these
    were Neuroticism (r=0.278, p=0.015), Agreeableness (r=0.250, p=0.029) and Conscientiousness
    (r=-0.242, p=0.035) personality traits. The correlation was strongest
    for personality trait Neuroticism in both schools. Hierarchical regression analysis
    showed that gender and Neuroticism were significant predictors for students’
    stress levels (p<0.05) with the latter exerting a bigger effect size (R2=0.18) than
    gender (R2=004). This study showed that gender and Neuroticism personality
    trait were significant predictors for stress levels among selected groups of dental
    students in Southeast Asia. Information on students’ personality may be useful in
    new students’ intake, stress management counseling and future program reviews.
    Matched MeSH terms: Schools, Dental
  9. Tay CW, Chin YS, Lee ST, Khouw I, Poh BK, SEANUTS Malaysia Study Group
    Asia Pac J Public Health, 2016 07;28(5 Suppl):47S-58S.
    PMID: 27252248 DOI: 10.1177/1010539516651475
    Problematic eating behaviors during childhood may lead to positive energy balance and obesity. Therefore, this study aims to investigate the association of eating behaviors with nutritional status and body composition in Malaysian children aged 7 to 12 years. A total of 1782 primary schoolchildren were randomly recruited from 6 regions in Malaysia. The multidimensional Children's Eating Behaviour Questionnaire (CEBQ) was reported by parents to determine the 8 different dimensions of eating styles among children. Body mass index (BMI), BMI-for-age Z-score, waist circumference, and body fat percentage were assessed. Linear regression analyses revealed that both food responsiveness and desire to drink subscales were positively associated with a child's body adiposity, whereas satiety responsiveness, slowness in eating, and emotional undereating subscales were negatively associated with adiposity (all P < .05). A multidimensional eating style approach based on the CEBQ is needed to promote healthy eating behaviors in order to prevent excessive weight gain and obesity problems among Malaysian children.
    Matched MeSH terms: Schools
  10. Baharudin A, Zainuddin AA, Manickam MA, Ambak R, Ahmad MH, Naidu BM, et al.
    Asia Pac J Public Health, 2014 Sep;26(5 Suppl):27S-35S.
    PMID: 25070696 DOI: 10.1177/1010539514543682
    The importance of physical activity to health is well recognized. Good health habits should begin from a young age. This article aims to explore physical activity among Malaysian school adolescents and factors associated with it. Data from the Malaysian School-Based Nutrition Survey (MSNS), comprising a nationally representative sample of school-going children aged 10 to 17 years, were used. The overall prevalence of physically inactive adolescents was 57.3%. Age in years (adjusted odds ratio = 1.2; 95% confidence interval = 1.16-1.23), gender - females (adjusted odds ratio = 2.9; 95% confidence interval = 2.66-3.10), afternoon school session, breakfast consumption (no breakfast and irregular breakfast), body mass index status (obese and underweight), and body weight perception (underweight perceivers) were significant factors associated with physical inactivity among Malaysian adolescents. Thus, there is evidence that programs to promote physical activity in this group should consider the combination of the aforementioned factors at the household, school, and community levels.
    Matched MeSH terms: Schools
  11. Chen ST
    Asia Pac J Public Health, 1989;3(1):19-25.
    PMID: 2497765 DOI: 10.1177/101053958900300104
    From the start of the school milk feeding programme in February 1985 to October 1986, a total of 2,766 children aged six to nine years from 12 primary schools in Ulu Selangor were followed-up for about two years. The children's weight and height were monitored at the beginning, in the middle and at the end of the study. The study shows that there is a reduction in the prevalence of protein-energy malnutrition in terms of underweight (15.3% to 8.6%), stunting (16.3% to 8.3%) and wasting (2.6% to 1.7%) from the start of the school feeding programme to two years later. Associated with this there was an improvement in the attendance rate of the children during the same period. As there was no major developmental change in Ulu Selangor during that period, it is likely that the reduction in the prevalence of protein-energy malnutrition and the improvement of the attendance rate among the children are due to the impact of the school milk feeding programme.
    Matched MeSH terms: Schools
  12. Wah-Yun Low, Siti Norazah Zulkifli, Rajeswari Karuppiah
    Asia Pac J Public Health, 2002;14(2):110-7.
    PMID: 12862416 DOI: 10.1177/101053950201400210
    Iodine deficiency is recognized as a public health problem. This paper assesses iodine status by socioeconomic factors in school children in Sarawak, East Malaysia. Kuching, Bau and Simunjan districts were chosen based on advice from the Sarawak's Medical and Health Authority. 803 school children, aged eight years, were selected from 19 schools via proportionate systematic sampling. About half the proportion of the school children were from Kuching, 24% from Simunjan and 22% from Bau. Almost all were equally distributed by sex. By mother's race, almost half were Malays, followed by Bidayuh, Iban, Chinese and other races. Mean urinary iodine concentration was 3.36 microg/ 100ml, mean creatinine level was 111.10 mg/100ml and mean creatinine/iodine ratio was 39.45 microg/ gram. Four female children (0.5%) were found to have enlarged thyroid. Urinary iodine levels were significantly different by district, mother's race and household income. It was highest in Kuching, among children with Malay mothers, and with household incomes more than RM500 per month. Conversely, it was lowest in Bau, among children of Iban/Dayak and Chinese mothers, and incomes of RM500 or less per month. Based on the WHO/UNICEF/ICCIDD classification, the Sarawak school children in the present study fall into the moderate IDD category. The low prevalence of goitre is a positive finding indicating that iodine deficiency is corrected over time.
    Matched MeSH terms: Schools
  13. Bong YB, Shariff AA, Mohamed AM, Merican AF
    Asia Pac J Public Health, 2015 Mar;27(2):NP1217-27.
    PMID: 22652249 DOI: 10.1177/1010539512446959
    In this article, the authors propose reference curves for height and weight for school children in the Kuching area, Sarawak. The school children were from primary to secondary schools (aged 6.5 to 17 years old) and comprised both genders. Anthropometric measurements and demographic information for 3081 school-aged children were collected (1440 boys and 1641 girls). Fitted line plots and percentiles for height and weight (3rd, 10th, 25th, 50th, 75th, 90th, and 97th percentiles) were obtained. The height of school boys and school girls were almost similar at the start of their school-going age. For school girls, height and weight values stabilized when they reached 16 or 17 years old but kept increasing for school boys. School boys were taller than school girls as they entered adolescence. Height differences between school boys and school girls became significantly wider as they grew older. Chinese school children were taller and heavier than those of other ethnic groups.
    Matched MeSH terms: Schools
  14. Ahad A, Khoo EM
    Asia Pac J Public Health, 2017 Jul;29(5):422-429.
    PMID: 28719788 DOI: 10.1177/1010539517717766
    Children with uncontrolled asthma have high risk of poor health outcomes. The aim of this study was to assess asthma control and care in primary school children with reported asthma. A total of 6441 primary school children were first screened for parent-reported physician-diagnosed asthma and 448 (8.9%) children were reported to have asthma. Of these, 311 (69.4%) parents
    agreed to participate in assessment of asthma control study using Global Initiative for Asthma
    2009 guidelines. Only 161 (51.8%) children were found to have good asthma control, 99 (31.8%) had partly controlled asthma, and 51 (16.4%) had uncontrolled asthma in the past one week. In the past 1 year, 157 (50.5%) children had asthma exacerbations, 21 (6.8%) had hospitalizations, and 104 (33.4%) had received emergency asthma care. Only 108 (34.7%) asthmatic children received regular follow-up care. Controller medications were underutilized (12.2%) compared to reliever medications (35.0%). Asthma control among primary school children was poor indicating suboptimal care.
    Keywords: asthma, control, exacerbation, management, school childrenStudy site: primary schools, Port Dickson District, Negeri Sembilan, Malaysia
    Matched MeSH terms: Schools
  15. Rakhshani F, Moghaddam AA, Shahraki-Sanavi F, Mohammadi M, Fakhrerahimi S
    Malays J Med Sci, 2018 Mar;25(2):82-94.
    PMID: 30918458 DOI: 10.21315/mjms2018.25.2.9
    Background: This study was carried out on Iranian female adolescents to understand health needs for the purpose of designing health promoting intervention in schools.

    Methods: In this exploratory qualitative study, two focus group discussion (15 teachers) and 30 individual in-depth interviews were conducted among female adolescents in the eighth grade in Zahedan, Iran. Qualitative content analysis was used for data evaluation.

    Results: The views of students and teachers demonstrated nine of needs including: informing students about the schools' health project aims, education and training all dimensions of health with an emphasis on mental health, use of experts in various fields for education from other organisations, employing capable and trusted counselors in schools, utilisation of a variety of teaching methods, activating reward systems for encouraging students' participation in group activities, teaching communication and the ability to establish good relationships with parents and strategies for resolving family conflict, teaching parents and students high-risk behaviours and strategies for handling them as well as reforming wrong attitudes and indigenous sub-culture.

    Conclusion: This study found the different needs of Iranian female students compared to other cultures about a health promoting school programme. Therefore, their contribution can provide an insight for formulating policies and intervention in schools.

    Matched MeSH terms: Schools
  16. Sha An Ali M, Mohd Nazir NA, Manaf ZA
    Malays J Med Sci, 2020 Mar;27(2):101-111.
    PMID: 32788846 MyJurnal DOI: 10.21315/mjms2020.27.2.11
    Background: The low consumption of fruits and vegetables among children is a global challenge. Foods recognition, nutrition knowledge and attitude are factors that influence children's dietary practices. This study aims to assess the preference, attitude, recognition and knowledge of fruits and vegetables intake among Malay children.

    Methods: A cross-sectional study was conducted among Malay children from five primary schools in Kuala Lumpur using self-administered questionnaires.

    Results: A total of 134 Malay children (70 males and 64 females) with a mean (SD) age of 10.3 (1.0) years were recruited. Majority of the children had a father (61.9%) and a mother (56.0%) with secondary school education and earned below RM3,900 (70.9%) per month. The most preferred fruits and vegetable were bananas (91.9%) and carrots (71.4%), while the most recognised was oranges (100.0%) and tomatoes (96.3%). The children demonstrated an overall moderate level of attitude, recognition and knowledge with mean (SD) scores of 70.3 (19.9), 76.8 (18.1) and 73.6 (17.5), respectively, towards fruits and vegetables intake. Majority of the children (53.0%) were not aware of the daily recommended servings of fruits and vegetables, while 40.0% of children expressed a low attitude towards eating a variety of fruits and vegetables. The willingness to try a new type of vegetables and consume more vegetables was lower (68.7%) compared to fruits (75.4%).

    Conclusion: The preferences and recognition of fruits were higher compared to vegetables among the children. The children demonstrated a moderate level of attitude, recognition and knowledge towards fruits and vegetables consumption. Efforts to educate children on the recommended number of servings per day and improve their acceptability of vegetables should be implemented to promote the increase in fruits and vegetables consumption among children.

    Matched MeSH terms: Schools
  17. Samsudin EZ, Isahak M, Rampal S, Rosnah I, Zakaria MI
    Malays J Med Sci, 2021 Apr;28(2):142-156.
    PMID: 33958968 DOI: 10.21315/mjms2021.28.2.13
    Background: Research suggests that junior doctors often experience workplace bullying, which may have adverse impacts on medical training and delivery of quality healthcare. However, evidence among local population has not been established. The present study aims to examine the prevalence of workplace bullying among Malaysian junior doctors and explore its associated sociodemographic and employment factors.

    Methods: A multicentre cross-sectional study was conducted in 12 government hospitals accredited for housemanship training within the central zone of Malaysia. The study included a total of 1,074 house officers who had been working for at least 6 months in various housemanship rotations. The Negative Acts Questionnaire-Revised (NAQ-R) was used to examine workplace bullying.

    Results: The 6-month prevalence of workplace bullying among study participants was 13%. Work-related bullying such as 'being ordered to do work below your level of competence', person-related bullying such as 'being humiliated or ridiculed in connection with your work', and physically intimidating bullying such as 'being shouted at or being the target of spontaneous anger' were commonly reported by study participants. Medical officers were reported to be the commonest perpetrators of negative actions at the workplace. Study participants who graduated from Eastern European medical schools (adjusted odds ratio [AOR] 2.27; 95% confidence interval [CI]: 1.27, 4.07) and worked in surgical-based rotation (AOR 1.83; 95% CI: 1.13, 2.97) had higher odds of bullying compared to those who graduated from local medical schools and worked in medical-based rotation, whereas study participants with good English proficiency (AOR 0.14; 95% CI: 0.02, 0.94) had lower odds of bullying compared to those with poor English proficiency.

    Conclusion: The present study shows that workplace bullying is prevalent among Malaysian junior doctors. Considering the gravity of its consequences, impactful strategies should be developed and implemented promptly in order to tackle this serious occupational hazard.

    Matched MeSH terms: Schools, Medical
  18. Lestari W, Abdullah AS, Amin AMA, Nurfaridah, Sukotjo C, Ismail A, et al.
    J Dent Educ, 2024 Dec;88(12):1681-1695.
    PMID: 39080875 DOI: 10.1002/jdd.13673
    PURPOSE/OBJECTIVES: Admission into dental school involves selecting applicants for successful completion of the course. This study aimed to predict the academic performance of Kulliyyah of Dentistry, International Islamic University Malaysia pre-clinical dental students based on admission results using artificial intelligence machine learning (ML) models, and Pearson correlation coefficient (PCC).

    METHODS: ML algorithms logistic regression (LR), decision tree (DT), random forest (RF), and support vector machine (SVM) models were applied. Academic performance prediction in pre-clinical years was made using three input parameters: age during admission, pre-university Cumulative Grade Point Average (CGPA), and total matriculation semester. PCC was deployed to identify the correlation between pre-university CGPA and dental school grades. The proposed models' classification accuracy ranged from 29% to 57%, ranked from highest to lowest as follows: RF, SVM, DT, and LR. Pre-university CGPA was shown to be predictive of dental students' academic performance; however, alone they did not yield optimal outcomes. RF was the most precise algorithm for predicting grades A, B, and C, followed by LR, DT, and SVM. In forecasting failure, LR predicted three grades with the highest recall, SVM predicted two grades, and DT predicted one. RF performance was insignificant.

    CONCLUSION: The findings demonstrated the application of ML algorithms and PCC to predict dental students' academic performance. However, it was limited by several factors. Each algorithm has unique performance qualities, and trade-offs between different performance metrics may be necessary. No definitive model stood out as the best algorithm for predicting student academic success in this study.

    Matched MeSH terms: Schools, Dental
  19. 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: Schools, Dental
  20. Naidu BM, Mahmud SZ, Ambak R, Sallehuddin SM, Mutalip HA, Saari R, et al.
    Asia Pac J Clin Nutr, 2013;22(3):408-15.
    PMID: 23945411 DOI: 10.6133/apjcn.2013.22.3.18
    This study is a secondary data analysis from the National Health Morbidity Survey III, a population-based study conducted in 2006. A total of 7,749 children between 7 and 12 years old were recruited into the study. This study seeks to report the prevalence of overweight (including obesity) children in Malaysia using international cut-off point and identify its associated key social determinants. The results show that the overall prevalence of overweight children in Malaysia was 19.9%. The urban residents, males, Chinese, those who are wealthy, have overweight or educated guardians showed higher prevalence of overweight. In multivariable analysis, higher likelihood of being overweight was observed among those with advancing age (OR=1.15), urban residents (OR=1.16, 95% CI: 1.01-1.36), the Chinese (OR=1.45, 95% CI: 1.19-1.77), boys (OR=1.23, 95% CI: 1.08-1.41), and those who came from higher income family. In conclusion, one out of five of 7-12 year-old-children in Malaysia were overweight. Locality of residence, ethnicity, gender, guardian education, and overweight guardian were likely to be the predictors of this alarming issue. Societal and public health efforts are needed in order to reduce the burden of disease associated with obesity.
    Study name: National Health and Morbidity Survey (NHMS-2006)
    Matched MeSH terms: Schools
Filters
Contact Us

Please provide feedback to Administrator (afdal@afpm.org.my)

External Links