Substitute Alex Iwobi got Nigeria’s goal in the 71st minute.
The Eagles had several chances at goal but their profligacy meant they scored just a goal in front of their home fans.
Table-topping Nigeria now have 13 points while Zambia has seven points, making the last game a formality.
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