According to the latest Malaysian health and morbidity survey (
7), the prevalence of smoking among Malaysian adults is reported to be 20%, while alcohol consumption stands at 11.8%. However, in the current study, these values were found to be significantly higher, potentially due to the demographic characteristics of the surveyed population. The majority of respondents were younger individuals, including university students, and previous research conducted both locally and internationally has indicated a higher prevalence of substance abuse in this age group (
11). Notably, there has been a rising incidence of CVD among younger adults aged 20 to 40, with smoking identified as a major risk factor in over two-thirds of cases (
12). Smoking has been linked to premature deaths and contributes significantly to disability-adjusted life years in the Malaysian population (
13). Both conventional cigarettes and e-cigarettes are commonly used among Malaysian adults, and a substantial portion of the population is exposed to secondhand smoke (
7). Previous surveys have reported a higher prevalence of smoking in rural areas compared to urban areas, with Malays exhibiting a higher engagement in smoking practices (
14). However, in the current study, smoking was found to be more prevalent among the Chinese and Indian groups. Alcohol consumption is also a growing concern in both Western and Asian countries. Alcohol sales in the Asian region have increased by 176% over the past decade, with the younger population being the most affected (
15). Similarly, in the United States, 16.6% of adults consume alcohol, with the age group of 18 - 34 being the most involved (
16).The current study found that the prevalence of BMI (39%) among the SP was lower than the prevalence of 50% reported in the latest national health survey (
7). The World Health Organization defines overweight and obesity as the abnormal or excessive accumulation of fat that poses health risks. High BMI, including overweight and obesity, has become a widespread issue, and it is crucial to address it due to its strong association with the burden of CVD (
17,
18). Malaysia is also experiencing a similar trend of increasing obesity due to urbanization and industrialization. Ahmad et al. compared BMI prevalence rates across all national health surveys in Malaysia. They found a significant association between high BMI and CVD morbidity and mortality among younger adults (
19). Dietary practices, such as energy consumption, and physical activity, such as energy expenditure, play a role in determining BMI and are indirectly linked to the risk of hypertension and other cardiovascular events (
20,
21). The study examined the variations in the prevalence rates of smoking, alcohol consumption, and high BMI among different demographic subgroups of the Kuala Lumpur community. Significant differences were observed among ethnic groups in terms of alcohol consumption and smoking practices. Malays exhibited the lowest rates of smoking and alcohol consumption compared to other ethnic groups. Regarding BMI, significant differences were found across gender and age groups. However, there were negligible differences across gender and age groups for smoking and alcohol consumption. Males had a higher BMI than females, and older adults were more likely to be affected by overweight and obesity than younger age groups. No significant disparity in BMI was found among ethnic groups. These findings align with local and international research highlighting disparities in health beliefs and health-seeking behaviors among different ethnicities (
22,
23). A survey conducted in Nepal also reported variations in smoking, alcohol consumption, and obesity prevalence across ethnicity and gender (
24). Similarly, a study in the southeastern region found significant differences across gender in terms of increased BMI, physical activity, tobacco use, binge drinking, and unhealthy diet consumption (
25). Various factors contribute to these disparities, including socioeconomic status, stress levels, cultural beliefs and practices, dietary habits, awareness levels, and literacy rates (
26).The findings of this research align with other studies conducted in Malaysia and elsewhere on the awareness and practices to prevent CVD by avoiding risk factors (
27,
28), while another researcher found good practices related to diet and physical activity among university students (
29). Dietary habits play a crucial role in controlling hypertension by reducing sodium intake and managing dyslipidemia/atherosclerosis by avoiding unhealthy and oily foods. These factors strongly influence CVD, making the regulation of diet a prime focus in primary prevention (
30). To achieve a healthy body composition, the WHO recommends consuming fruits, vegetables, nuts, animal proteins, and whole grains. Similarly, the American Heart Association advises consuming three or more servings of vegetables daily, which can lower blood cholesterol levels and reduce the risk of atherosclerotic cardiovascular disease by 5% (
31,
32).