It's that simple unless you want to account for latitude compression or obstacles. Latitude compression is usually negligible if the latitude bounds are small (<0.2 degrees), otherwise use great circle computation, which involves more calculation. Most nearness calculations are done "as the bird flies", but such calculations are not true if the path is limited to roadways or land, such as for cars, walking, or crossing rivers via bridges.
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