Land Use Mix

The Land Use Mix indicator measures the average neighborhood-level diversity of destinations based on the mix of eight different employment types (office, retail, industrial, service, entertainment, education, health, and public sector). Though results from studies have varied, recent reports have consistently found positive associations “between walking for transportation and density, distance to nonresidential destinations, and land use mix." Having a mixed of land uses within a neighborhood has been linked to increased physical activity and improve public health. Conversely, a lack of land use mix can contribute lower physical activity, which in turn can lead to increased risk for heart disease, diabetes, high blood pressure, certain cancers, stroke, sleep apnea, osteoarthritis and other diseases. For example, studies have found that “residents from communities with higher density, greater connectivity, and more land use mix report higher rates of walking/cycling for utilitarian purposes than low-density, poorly connected, and single land use neighborhoods” even after accounting for socioeconomic and demographic characteristics. The Land Use Mix indicator is derive from Environmental Protection Agency Smart Location Database, InfoGroup, Inc. and the City of Birmingham existing land use.

Neighborhoodsort ascending Indicator Value Rank
Zion City 0 94
Wylam 0.7 9
Woodlawn 0.7 9
Woodland Park 0.6 39
West Goldwire 0.3 83
West End Manor 0.6 39
West Brownville 0.3 83
Wahouma 0.6 39
Tuxedo 0.8 1
Thomas 0.7 9
Tarpley City 0.1 92
Sun Valley 0.3 83
Spring Lake 0.8 1
Southside 0.8 1
South Woodlawn 0.5 64
South Titusville 0.3 83
South Pratt 0.1 92
South East Lake 0.7 9
Smithfield Estates 0.6 39
Smithfield 0.8 1
Sherman Heights 0.5 64
Sandusky 0.5 64
Roosevelt 0.7 9
Roebuck Springs 0.8 1
Roebuck 0.8 1
Rising - West Princeton 0.7 9
Riley 0.7 9
Redmont Park 0.7 9
Powderly 0.6 39
Pine Knoll Vista 0 94
Penfield Park 0.4 76
Oxmoor 0.7 9
Overton 0.7 9
Oakwood Place 0.7 9
Oak Ridge Park 0.6 39
Oak Ridge 0.5 64
Norwood 0.7 9
North Titusville 0.7 9
North Pratt 0.6 39
North East Lake 0.7 9
North Birmingham 0.8 1
North Avondale 0.7 9
Mason City 0.5 64
Maple Grove 0 94
Liberty Highlands 0.6 39
Kingston 0.7 9
Killough Springs 0.7 9
Jones Valley 0.7 9
Inglenook 0.5 64
Industrial Center 0.6 39
Huffman 0.6 39
Hooper City 0.7 9
Hillman Park 0 94
Hillman 0.4 76
Highland Park 0.5 64
Harriman Park 0.6 39
Green Acres 0.7 9
Graymont 0.6 39
Grasselli Heights 0.2 90
Glen Iris 0.7 9
Germania Park 0.5 64
Gate City 0.6 39
Garden Highlands 0.6 39
Fountain Heights 0.6 39
Forest Park 0.7 9
Five Points South 0.6 39
Fairview 0.6 39
Fairmont 0.6 39
Evergreen 0.2 90
Ensley Highlands 0.7 9
Ensley 0.8 1
Enon Ridge 0.3 83
Echo Highlands 0.6 39
Eastwood 0.6 39
East Thomas 0.6 39
East Lake 0.7 9
East Brownville 0.4 76
East Birmingham 0.3 83
East Avondale 0.6 39
Druid Hills 0.5 64
Dolomite 0.5 64
Crestwood South 0.4 76
Crestwood North 0.5 64
Crestline 0.6 39
Collegeville 0.4 76
College Hills 0.6 39
Central Pratt 0.4 76
Central Park 0.7 9
Central City 0.7 9
Bush Hills 0.7 9
Brummitt Heights 0 94
Brownsville Heights 0.3 83
Brown Springs 0.7 9
Bridlewood 0.5 64
Belview Heights 0.7 9
Arlington - West End 0.6 39
Apple Valley 0 94
Airport Highlands 0.4 76
Acipco-Finley 0.7 9

Key Citations:
1. Saelens BE, Handy SL. Built environment correlates of walking: A review. Medicine and Science in Sports and Exercise 2008;40:S550-S566. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2921187/.
2. Saelens BE, Sallis JF, Frank LD. Environmental correlates of walking and cycling: findings from the transportation, urban design, and planning literatures. Annals of Behavioral Medicine 2003;25:80-91. http://www.ncbi.nlm.nih.gov/pubmed/12704009.