Arsenal went down thanks to Declan Rice’s first West Ham goal – in a tight affair at the London Stadium.
It was Arsenal’s third defeat from four away games and Emery is worried by the trend.
“It is disappointing,” he said on Sky Sports.
“It is a concern. We need to be competitive both home and away.
READ MORE: HOW WEST HAM BEAT ARSENAL