Healthfulness of the Food Environment in Putrajaya, Malaysia: Implications for Public Health Action
Noor, N. F. M.; Mokhtar, S. A. b.; Minhat, H. S.; Ahmad, S. A.; Mokhtar, Z. A.
Show abstract
IntroductionThe prevalence of overweight and obesity in Malaysia has reached unprecedented level, with Putrajaya recording among the highest rates. Despite this, limited attention has been given to understanding the local food environment, which plays a crucial role in shaping dietary behaviours. This observational study aimed to assess the healthfulness of food establishments in Putrajaya and provide insights into their implications for public health. MethodsA total of 745 food establishments, including 80 food stores and 665 eateries, were systematically identified, geocoded using Google Maps, and validated through cross-referencing with supplementary sources. Each establishment was assessed using the Nutrition Environment Measures in Stores (NEMS-S) and Nutrition Environment Measures in Restaurants (NEMS-R) instruments. capturing the availability, quality, pricing, and promotion of healthier food options. NEMS scores were computed and compared across establishment types. Descriptive statistics and spatial mapping were used to summarize and illustrate patterns of food environment healthfulness. ResultsHealthy food items such as whole-wheat bread, low-sugar cereal, and healthier beverages were more commonly available, whereas fruits and vegetables remained limited across stores. Supermarkets recorded the highest overall NEMS-S scores, followed by fresh markets and grocery shops, while convenience stores performed poorest. Among eateries, healthier menu options such as vegetable dishes, healthy entrees, and 100% fruit juice were more readily accessible as compared to fruits, whole-grain bread, and brown rice. 24-hour restaurants scored the highest NEMS-R scores, whereas fast-food outlets presented the greatest barriers to healthy eating. Spatial analysis revealed pronounced disparities, with healthier outlets clustering in northern precincts, while less healthy environments were more widely dispersed throughout the city. ConclusionThe study highlights notable disparities in the availability of healthy food options across Putrajaya. Strengthening policies and initiatives that foster healthier retail and dining environments is essential to promote nutritious eating and mitigate obesity risks in this planned urban community.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Food environment components influencing consumption trends of neglected and underutilized species in northern Benin 97%
- Dietary practices, physical activity and social determinants of non-communicable diseases in Nepal: a systemic analysis 96%
- From seed to flour: sowing sustainability in the use of cantaloupe melon residue (Cucumis melo L. var. reticulatus) 96%
Similar papers in this journal
- Level Of Food Consumption Score And Associated Factors Among Pregnant Women At Shegaw Motta Hospital, Northwest Ethiopia. 95%
- Home Food Procurement Impacts Food Security and Diet Quality during COVID-19 95%
- A mixed methods study evaluating food insecurity and diet quality in households accessing food aid in England 94%
Similar papers in this journal
- Advertising ultra-processed foods around urban and rural schools in Kenya 97%
- Changes in the prevalence of the common risk factors for non-communicable diseases in Uganda between 2014 and 2023: Informed by nationally representative cross-sectional surveys 95%
- Prevalence and risk factors for severe food insecurity and poor food consumption during a drought emergency in Ethiopia 94%
Similar papers in this journal
- Examining the associations between the food environment and dietary intake in British Columbia: A cross-sectional study 94%
- Changes in household food security, access to health services, and income in northern Lao PDR during the COVID-19 pandemic 94%
- The intersectional role of paternal gender-equitable attitudes and maternal empowerment on child undernutrition in India 93%
Similar papers in this journal
- Experience of the COVID-19 pandemic in rural Odisha, India: knowledge, preventative actions, and impacts on daily life 93%
- Impostor Phenomenon in the Nutrition and Dietetics Profession: An Online Cross-Sectional Survey 92%
- Assessment of Experiences of Preventive Measures Practice including Vaccination History and Health Education among Umrah Pilgrims in Saudi Arabia, 1440H-2019 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.