Overweight can still be undernourished – 70% of the world’s undernourished live in middle-income economies with significant proportions of the population either underweight or overweight, and many individuals overweight yet poorly nourished.

http://www.keepeek.com/Digital-Asset-Management/oecd/agriculture-and-food/global-food-security_9789264195363-en