The study by researchers at University of Adelaide which investigated more than 60,000 births in South Australia over a five-year period is the first population-based study of its kind to confirm a seasonal variation in gestational diabetes.
Gestational diabetes mellitus is a serious pregnancy complication characterised by inadequate blood sugar control in pregnancy.
Complications of gestational diabetes include excessive birth weight, pre-term birth, low blood sugar - which, in extreme cases, can lead to seizures in the baby - and developing type 2 diabetes later in life.
The study found that in the five years from 2007-2011, the incidence of pregnancies affected by gestational diabetes increased, with 4.9 per cent of pregnancies affected in 2007, increasing to 7.2 per cent in 2011.
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The study also found that women who conceived in winter were more likely to develop gestational diabetes during their pregnancy, with 6.6 per cent of pregnancies from winter conceptions affected.
"The mechanisms that cause gestational diabetes are still not fully understood," said Verburg.
"Previous studies have suggested that meteorological factors, physical activity, diet and vitamin D are risk factors for gestational diabetes, all of which are impacted by the winter season," she said.
"Not only should our results be confirmed in other populations, future research should also investigate other factors that vary with season," she added.
Research leader Professor Claire Roberts, from the University's Robinson Research Institute, said the results continue to show the broader impacts of the increasing body mass index (BMI) in women of reproductive age.
The study was published in the journal BMJ Diabetes Research & Care.