• Study links high temperature exposure to increased gestational diabetes risk in Barcelona.
• Research analyzed 8,796 GD cases, emphasizing the impact of prolonged heat exposure on pregnant women.
• Socioeconomic factors were considered, highlighting disparities in vulnerability to heat-related health risks.