Though sex education (SE) may benefit the sexual development and overall well-being of children with intellectual disabilities (IDs), obstacles to its implementation remain. This study highlights barriers and concerns of SE for children with IDs based on their mothers’ experiences. We employed a phenomenological approach and in-depth interviews with twenty Malay mothers of children with mild-to-moderate IDs or/and other neurodevelopmental disorders. Four primary hurdles to SE were discovered: (1) mother (2) children (3) family value, and (4) socio-cultural environment. Inadequate knowledge, mothers’ perceptions that SE is less necessary at this stage of their children’s development, and time constraints were among their main barriers. Another source of hardship was the communication barrier because children with ID have cognitive impairment in their capacity to understand the topic being addressed and more time should be spent throughout the discussion. Family value and socio-cultural elements also had an impact on mothers’ intention to deliver SE to their children. Our findings suggest that mothers recognize the importance of SE for their children’s well-being. However, the dynamic interaction between the barriers complicates SE. This study emphasizes the necessity for future interventions to overcome hurdles at each level to effectively implement the recommended strategies.

Sex education (SE) is still a controversial and sensitive topic in Malaysia. Thus, individuals with intellectual disability receive less information about SE formally as Malaysian culture believes that students with disabilities should be shielded from everything connected to sexuality owing to their paucity of maturity and intellectual comprehension of the topic. Due to that reason, non-formal education by the parent is very important to fill that needful gap. This study aimed to explore the experience of mothers on the meanings of sexuality, and implementing sex education for their children with ID. We adopted a phenomenological framework and social cognitive theory to increase understanding of the phenomenon and conducted it using in-depth interviews. Twenty mothers with children aged 10–19 who were diagnosed with mild to moderate ID and/or other cognitive disabilities were involved. Almost all mothers acknowledged the influence of socio-cultural factors and religion on meanings of sexuality and practicing SE. They realized their children’s emerging sexual behavior as they go through the adolescence period. However, how they confronted sexuality and sex education with their vulnerable children was different. Three themes emerged: (1) Sexuality as an erotic experience in life, which enlightens mothers’ views on sexuality, relying mainly on sexual intimacy and sexual being; (2) Perceived their children’s sexual maturity is different, which reflects the mothers’ attitude toward their children’s sexual development; (3) Caution/hesitance in providing sexuality education, which summarizes mothers’ ways of delivering SE, either following physicality or through sociocultural ways. Our findings exemplify the need for strategies to increase parents’ understanding and awareness regarding sexuality and appropriate delivery of SE. To ensure its success, it should be a shared responsibility among all relevant stakeholders.

Pandemics present critical challenges to global health systems, economies, and societal structures, necessitating the development of accurate forecasting models for effective intervention and resource allocation. Classical statistical models such as the autoregressive integrated moving average (ARIMA) have been widely employed in epidemiological forecasting; however, they struggle to capture the nonlinear trends and dynamic fluctuations inherent in pandemic data. Conversely, deep learning models such as long short-term memory (LSTM) networks demonstrate strong capabilities in modeling complex dependencies but often require substantial data and computational resources. To boost forecasting precision, hybrid models such as ARIMA-LSTM integrate the advantages of traditional and deep learning methods. This study evaluates and compares the performance of ARIMA, LSTM, and hybrid ARIMA-LSTM models in predicting pandemic trends, using COVID-19 data from the Malaysian Ministry of Health as a case study. The dataset covers the period from 4 January 2021 to 18 September 2021, and model performance is evaluated using key metrics, including mean squared error (MSE), mean absolute error (MAE), mean absolute percentage error (MAPE), root mean squared error (RMSE), relative root mean squared error (RRMSE), normalized root mean squared error (NRMSE), and the coefficient of determination (R²). The results demonstrate that ARIMA performs poorly in capturing pandemic trends, while LSTM improves forecasting accuracy. However, the hybrid ARIMA-LSTM model consistently achieves the lowest error rates, confirming the advantage of integrating statistical and deep learning methodologies. All findings support the adoption of hybrid modeling approaches for pandemic forecasting, contributing to more accurate and reliable predictive analytics in epidemiology. Future research should investigate the generalizability of hybrid models across various infectious diseases and integrate additional real-time external variables to improve forecasting reliability.

Psoriasis is a chronic relapsing dermatological disorder that significantly affects the patients’ psychosocial well-being and quality of life (QOL). This study aimed to determine the proportion of severely impaired QOL, the factors associated with severely impaired QOL, and its correlation with depression among semi-urban populations on the Northeast Coast of the Peninsular Malaysia. A cross-sectional study was conducted among 257 patients with psoriasis at the Dermatology Clinic of Hospital Sultanah Bahiyah via a self-administered questionnaire that included sociodemographic profiles, the validated Malay version of the Dermatology Life Quality Index (DLQI), and the Malay version of the Beck depression scale. The data were analysed using logistic and linear regression models. About 20.5% of the patients had severely impaired QOL quality of life, while 79.5% of the patients had non-impaired QOL. Multiple logistic regression analysis showed that the psoriatic severity [Adjusted OR = 1.91, 95% CI: 1.76, 9.93; p < 0.001] and exposed area [Adjusted OR 2.93, 95% CI: 0.38, 2.29; p = 0.050] had a significant association with severely impaired QOL. Among the patients, 18.7% had a positive result in the screening for depression, which revealed a significant association between QOL and depression scores [r = 0.47, 95% CI: 0.35, 0.56, p < 0.001]. Psoriasis can impair QOL and have a relation with mental health. Regular screening for depression among patients with psoriasis is a beneficial strategy for the early detection of depression, especially in semi-urban areas.

Living with morbid obesity is challenging since it affects various dimensions of life. Sustainable weight loss via bariatric surgery helps people suffering from morbid obesity to lead a healthy and meaningful life. This study highlights the challenges before bariatric surgery and the impact on one’s life. A phenomenological approach was employed using in-depth interviews with 21 participants (15 females and 6 males) who had undergone surgery at least 6 months prior to the study with the mean age of 42.6 years. Due to excess body weight, the physical limitation had a serious negative impact on their social life, making them targets of bias and stigmatisation. Surgery was the best option for them to attain sustainable weight loss and to lead a new life. However, a few participants struggled with the side effects of surgery. Five themes were discovered, namely, (1) social restraint; (2) experiencing bias and stigmatisation; (3) bringing new life; (4) boosting self-esteem; and (5) facing the negative side of surgery. This study serves as a platform to explore the difficulties faced by people with morbid obesity and the changes that the participants experienced after the surgery for future intervention to curb the rising number of people with morbid obesity.