— Ann Arbor, 6.2 percent, compared with 5.5 percent.

— Battle Creek, 7.9 percent, compared with 7.1 percent.

— Bay City, 8.7 percent, compared with 8.2 percent.

— Detroit-Warren-Livonia, 10.2 percent, compared with 9.9 percent.

— Flint, 9.6 percent, compared with 8.9 percent.

— Grand Rapids-Wyoming, 7.3 percent, compared with 6.6 percent.

— Holland-Grand Haven, 7.2 percent, compared with 6.5 percent.

— Jackson, 8.8 percent, compared with 8 percent.

— Kalamazoo-Portage, 7.9 percent, compared with 7.2 percent.

— Lansing-East Lansing, 7.7 percent, compared with 6.8 percent.

— Monroe, 8.4 percent, compared with 7.8 percent.

— Muskegon-Norton Shores, 9.2 percent, compared with 8.5 percent.

— Niles-Benton Harbor, 9.5 percent, compared with 8.6 percent.

— Saginaw-Saginaw Township North, 9 percent, compared with 8.2 percent.

— Upper Peninsula, 9.1 percent, compared with 8.5 percent.

— Northeast Lower Michigan, 10.3 percent, compared with 10.1 percent.

— Northwest Lower Michigan, 9 percent, compared with 8.9 percent.

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Source: Michigan Department of Technology, Management & Budget