A service will be held in Christchurch on March 15, the anniversary of the attack that left 51 people dead and many more injured at the Al Noor and Linwood mosques.
The Christchurch City Council said it had been in touch with those affected since October as part of organising the event.
However, Otago Muslim Association president Mohammed Rizwan said many of the victims and their families were not consulted about the service, and were unhappy it was going ahead.
Other Muslim associations have also distanced themselves from commemorative services.
Part of the issue was that in Islamic culture, marking anniversaries was not typically done, Rizwan said.
At the same time, they understood that other New Zealanders wanted to mark the occasion.
"We are okay with it, in the sense that this is what the rest of New Zealand wants. But personally, as Muslims, it's not something we have."
A Christchurch City Council spokesman said discussions began in October 2019 and included some families of the deceased and members of the wider community, including leaders from both mosques.
"It was stated by the families that memorials are not part of their usual process but they acknowledged this was an event that affected the wider community as well as the Muslim communities and they felt it was appropriate," the spokesman said.
Council staff had multiple meetings with the families to ensure the event was suitable, including around the selection of speakers and plans to acknowledge each of the deceased, he said.
Federation of Islamic Associations of New Zealand president Dr Mustafa Farouk said the organisation was not involved in organising the memorial service.