Those who almost always took their computers to bed were 2.5 times more likely to have shorter sleep than those who didn't, according to the research published in the journal PLOS ONE.
The results don't necessarily mean modern technology is causing poor sleep across the board, said co-author Dr Nat Marshall from Sydney's Woolcock Institute.
People might, for example, be using technology to fill the time when they can't sleep anyway, he said.
"Our parents might have listed to AM radio and our grandparents were burning down the barn by reading by candlelight."
He said a small minority had genuine issues with using technology too much.
"If you've got a kid who's genuinely not getting enough sleep because they can't stop themselves from using technology, you maybe should take it out of the bedroom," Dr Marshall said.
"But having a TV and a radio and cellphone in your room at night isn't going to automatically ruin your sleep."
Studies suggest about 25-40 per cent of teenagers will suffer from poor sleep at some point.
- AAP