2018
DOI: 10.2188/jea.je20170001
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The Gradual Shift of Overweight, Obesity, and Abdominal Obesity Towards the Poor in a Multi-ethnic Developing Country: Findings From the Malaysian National Health and Morbidity Surveys

Abstract: BackgroundEconomic development is known to shift the distribution of obesity from the socioeconomically more advantaged to the less advantaged. We assessed the socioeconomic trends in overweight, obesity, and abdominal obesity across a period of significant economic growth.MethodsWe used the Malaysian National Health and Morbidity Survey data sets for the years 1996, 2006, and 2011 to analyze the trends among adults aged 30 years and above. The World Health Organization’s Asian body mass index cut-off points o… Show more

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Cited by 18 publications
(12 citation statements)
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“…This finding is consistent with findings in most developing economies where overweight and obesity have been associated with high SES [13, 15, 5052]. However, this finding is in contrast with results from countries such as Australia, Germany, the United States and Malaysia in which parental or an individual’s high educational attainment has been associated with low BMI, low central adiposity and good health outcomes [8, 10, 5355]. The situation in Ghana suggests that high education which begins with the completion of SSS/SHS and above is an economic tool for resource acquisition through the generations.…”
Section: Discussionsupporting
confidence: 89%
“…This finding is consistent with findings in most developing economies where overweight and obesity have been associated with high SES [13, 15, 5052]. However, this finding is in contrast with results from countries such as Australia, Germany, the United States and Malaysia in which parental or an individual’s high educational attainment has been associated with low BMI, low central adiposity and good health outcomes [8, 10, 5355]. The situation in Ghana suggests that high education which begins with the completion of SSS/SHS and above is an economic tool for resource acquisition through the generations.…”
Section: Discussionsupporting
confidence: 89%
“…In (5), z represents activation function f (z) in this way we will get output for 1st neuron and for 1st hidden layer. We will repeat this whole process until last weight and for last input as shown in Figure 6.…”
Section: Deep Learning Classifiers 1) Multilayer Perceptron (Mlp)mentioning
confidence: 99%
“…Researchers [3]- [5], have proved that robust diets indeed function as preventative medicine to many patients with diseases. In Patient-Dietician based product information, following a healthy diet recommended by the dietician or an AI automated medical diet system can increase longevity, protect against further disease, and improve the overall quality of life for the patient [6].…”
Section: Introductionmentioning
confidence: 99%
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“…This issue of the Journal of Epidemiology includes an original contribution from Malaysia, where epidemiologic transition is currently occurring. 6 Mariapum et al used the three waves (1996, 2006, and 2011) of the Malaysian National Health and Morbidity Survey to effectively describe temporal trends in the multiethnic nation in terms of income-based inequality in being overweight and obesity by gender, area, and ethnicity. The findings can be interpreted as follows.…”
mentioning
confidence: 99%