The combination of these factors lead young ones in the care of elders more likely to be overweight than those who live further away from grandparents.
Around 15 per cent (or 30.43 million) of Chinese children and teens are overweight or obese, according to the study.
Dr Bai Li, from the University of Birmingham, said: "Childhood obesity is a global public health crisis - particularly in China, yet the health of children who migrate with their parents to major Chinese cities has rarely been explored.
"It is clear that an important step towards preventing the rise of obesity in migrant children is understanding the perceptions of parents, grandparents and teachers on the causes of childhood obesity."
The Chinese study looked at migrant children who moved away from their rural-area family members to a more urban setting.
Researchers said the country was seeing a large-scale migration of families moving to cities for economic reasons.
These migrant children are still at risk of becoming overweight due to lack of parental supervision and eating unhealthy food.
Experts have investigated the link between income and obesity in both adults and children.
The obesity trap
Findings from 2014 support British researchers who have long ago warned that youngsters from less affluent and educated households would find themselves caught in the obesity trap.
In the last decade the problem has started to decline in those from middle class backgrounds while continuing to rise among those from poorer families.
Harvard researchers said that low-income families are less likely to own a car which means they are prone to buying processed foods that are higher in fat and sugar with a long shelf-life.
In the United States, 17 per cent of children and adolescents are obese, according to the CDC.
The center also reported the prevalence of obesity was higher among Hispanics at around 22 per cent, followed by blacks at almost 20 per cent, then whites at nearly 15 per cent.
The proportion of obese Asian children was drastically lower in America than in China at 8.6 per cent.
In addition to the several risk factors obesity can lead to, researchers said children who were struggling with their weight could be bullied at school.
The British Psychological Society found in 2010 that obese children were the most likely to struggle with low social status among their peers.
A recent study by Ohio State University in Columbus showed children who have a consistent bedtime routine and limited screen time had a lower risk of being obese.