I waited a while to get a feel from multiple media outlets before replying to you, and CNN aired the video of the remarks in question in that time...based upon waiting, it would appear that the headline is in fact true. BBC, AP, and CNN have all reported that operations have been suspended due to high radiation levels, as high as 1,000 mSv at their peak, which is enough to justify complete evacuation as I understand it. The last report of radiation levels was 600-800 mSv.
Edano's translator on the tape said (loosely, I typed quickly): "All the workers there have suspended operations there. Even the minimum ones. So we have evacuated them in a safe area."
The even the minimum ones is interesting. Edano himself promised more details on the suspension later, which is worrying in itself.
Edit: Video of Edano's remarks here: http://www.bbc.co.uk/news/world-asia-pacific-12755739