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Crash Risk <br />Methods <br />Variable Name Description Source Intersection Street Segment Direction <br />AADT Natural log of the average daily traffic through <br />the street segment or intersection <br />MN DOT, <br />2021 <br />Bike, Ped Bike, Ped Positive <br />Transit Stop Presence of a transit stop within 30 meters of <br />intersection or street segment <br />Metro Transit, <br />2022 <br />Ped Ped Positive -Intersection <br />Negative -Street <br />Share <br />Commercial <br />Proportion of area within 100 meters of <br />intersection or street segment that is <br />commercial <br />Met Council, <br />2016 <br />Not Included Bike Positive <br />Share <br />Industrial <br />Proportion of area within 100 meters of <br />intersection or street segment that is industrial <br />Met Council, <br />2016 <br />Ped Bike Negative -Ped <br />Positive -Bike <br />Share Open <br />Space <br />Proportion of area within 100 meters of <br />intersection or street segment that is open <br />space <br />Met Council, <br />2016 <br />Ped Bike Negative -Ped <br />Positive -Bike <br />Downtown Is the intersection or street segment in a central <br />business district <br />Little Canada, <br />2022 <br />Not Included Bike Positive <br />Traffic Signal Presence of traffic signal at intersection Google, 2022 Ped Not Included Positive <br />Secondary <br />Roads <br />Number of secondary (non-arterial) roads in <br />intersection <br />MN DOT, <br />2021 <br />Bike Not Included Positive <br />Share Seniors Proportion of population in block group that is <br />over 65 <br />ACS 5 year, <br />2019 <br />Ped Not Included Negative <br />Average <br />Household <br />Size <br />Average household size in block group ACS 5 year, <br />2016 <br />Bike, Ped Not Included Negative <br />Share Poverty Proportion of people in households making <br />under 185% of the federal poverty line <br />ACS 5 year, <br />2016 <br />Bike Ped Positive <br />Population <br />Density <br />Population density of people per hectare in <br />block group <br />ACS 5 year, <br />2019 <br />Bike Ped Positive <br />Street Width Width of street in meters Little Canada <br />2022 <br />Not Included Bike Negative <br />●Based on Tao et al <br />(20 21) work <br />●Using Minne apolis <br />data to create model <br />●Apply model to Little <br />Canada data