| Independent variables | Travel to | Time at | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Home Coefficient | t | Shop Coefficient | t | Other Coefficient | t | Home Coefficient | t | Shop Coefficient | t | Other Coefficient | |
| % change in | |||||||||||
| Lane-miles | 52.79 | 6.01 | 23.55 | 3.65 | -60.64 | -5.09 | 260.35 | 3.14 | 119.27 | 4.46 | -395.32 |
| Population | 2.11 | 0.2 | -17.46 | -2.28 | -5.13 | -0.36 | 196.09 | 1.99 | -64.83 | -2.04 | -110.78 |
| Income | 65.41 | 5.98 | 6.52 | 0.81 | -20.29 | -1.37 | -60.35 | -0.59 | 118.18 | 3.55 | -109.47 |
| Gas prices | 6.06 | 1.25 | 8.06 | 2.26 | -29.14 | -4.43 | 41.98 | 0.92 | 55.71 | 3.77 | -82.66 |
| Sex | |||||||||||
| Male | 0.94 | 1.76 | -2.33 | -5.91 | 3.81 | 5.25 | -28.94 | -5.72 | -6.92 | -4.23 | 33.42 |
| Lifecycle (Adults, youngest child age) | |||||||||||
| 1, NA | 4.4 | 1.52 | -3.66 | -2.47 | -12.35 | -3.15 | 87.62 | 4.6 | -9.35 | -1.52 | -66.65 |
| 2+, NA | -2.41 | -0.88 | -5.67 | -4.28 | -16.36 | -4.40 | 80.81 | 4.74 | -9.34 | -1.70 | -47.03 |
| 2+, 0-5 | 6.33 | 2.3 | -5.35 | -4.03 | -12.54 | -3.36 | 82.08 | 4.81 | -13.17 | -2.39 | -57.34 |
| 1, 6-15 | 6.28 | 1.97 | -8.07 | -4.53 | -16.24 | -3.75 | 130.03 | 5.69 | -16.19 | -2.19 | -95.81 |
| 2+, 6-15 | 0.95 | 0.34 | -7.15 | -5.27 | -14.15 | -3.77 | 117.73 | 6.76 | -20.66 | -3.67 | -76.72 |
| 2+, 16-21 | -3.66 | -1.28 | -5.12 | -3.51 | -13.64 | -3.52 | 111.32 | 5.96 | -9.37 | -1.55 | -79.54 |
| 2+, retired, NA | 0.89 | 0.32 | -2.97 | -2.22 | -9.14 | -2.46 | 68.39 | 3.98 | -5.38 | -0.97 | -51.80 |
| Month | |||||||||||
| January | 2.09 | 1.6 | -3.10 | -3.23 | 5.48 | 3.09 | -38.16 | -3.10 | -4.55 | -1.14 | 38.24 |
| February | 0.51 | 0.44 | -2.45 | -2.86 | 5.16 | 3.26 | -31.89 | -2.89 | -1.18 | -0.33 | 29.85 |
| March | 3.11 | 2.81 | -1.06 | -1.31 | -0.70 | -0.47 | 14.21 | 1.36 | -2.00 | -0.59 | -13.55 |
| April | -1.66 | -1.43 | -2.97 | -3.50 | 1.52 | 0.97 | -11.80 | -1.08 | -4.74 | -1.34 | 19.64 |
| May | 0.57 | 0.52 | -2.31 | -2.87 | -0.93 | -0.63 | -0.61 | -0.06 | 1.25 | 0.38 | 2.04 |
| June | 0.71 | 0.61 | -3.25 | -3.76 | -6.34 | -3.97 | 39.81 | 3.58 | -0.70 | -0.19 | -30.24 |
| July | 0.71 | 0.58 | -2.50 | -2.77 | 3.65 | 2.19 | -26.39 | -2.28 | -11.87 | -3.17 | 36.39 |
| August | 5.27 | 4 | -1.54 | -1.59 | 5.35 | 2.99 | -46.88 | -3.77 | 0.14 | 0.04 | 37.67 |
| September | 3.94 | 3.16 | -1.64 | -1.80 | 5.6 | 3.31 | -81.20 | -6.90 | 7.61 | 2 | 65.7 |
| October | 0.46 | 0.39 | -0.50 | -0.57 | 8.38 | 5.22 | -13.61 | -1.22 | -4.23 | -1.17 | 9.49 |
| November | 1.17 | 0.99 | -1.73 | -1.99 | 1.91 | 1.19 | -6.88 | -0.62 | -1.46 | -0.41 | 6.99 |
| Day of week | |||||||||||
| Sunday | 4.39 | 4.66 | -3.20 | -4.62 | -2.54 | -1.99 | 12.43 | 1.4 | 3.84 | 1.34 | -14.91 |
| Monday | -0.49 | -0.53 | -1.14 | -1.68 | -5.45 | -4.37 | 19.28 | 2.22 | 11.36 | 4.05 | -23.57 |
| Tuesday | 7.63 | 8.38 | -2.41 | -3.60 | 1.17 | 0.95 | 28.65 | 3.33 | 1.48 | 0.53 | -36.53 |
| Wednesday | 5.93 | 6.48 | -2.44 | -3.64 | -3.77 | -3.04 | 63.25 | 7.33 | 3.24 | 1.16 | -66.20 |
| Thursday | 11.82 | 12.73 | -2.92 | -4.27 | 2.27 | 1.8 | 20.5 | 2.34 | 1.9 | 0.67 | -33.58 |
| Friday | 12.88 | 13.89 | -0.59 | -0.87 | 0.7 | 0.56 | 15.87 | 1.81 | 0.86 | 0.3 | -29.72 |
| Population density | |||||||||||
| 250-499 | 7.85 | 8.7 | 1.62 | 2.45 | 7.41 | 6.05 | -78.93 | -9.26 | 35.54 | 12.91 | 26.5 |
| 750-999 | -5.04 | -4.79 | -2.10 | -2.72 | -7.81 | -5.48 | -25.28 | -2.55 | 34.69 | 10.83 | 5.53 |
| 1,000-1,999 | 1.39 | 1.43 | -1.91 | -2.69 | -0.71 | -0.54 | -50.09 | -5.48 | 39.74 | 13.46 | 11.58 |
| 3,000-3,999 | -5.20 | -5.75 | 0.92 | 1.39 | 5.09 | 4.15 | -60.48 | -7.08 | 32.82 | 11.9 | 26.85 |
| 5,000-7,499 | 0.66 | 0.79 | -0.23 | -0.38 | -0.76 | -0.66 | -40.22 | -5.06 | 28.89 | 11.24 | 11.66 |
| 7,500-9,999 | 4.15 | 4.4 | -2.06 | -2.96 | 5.17 | 4.04 | -92.32 | -10.36 | 34.55 | 12 | 50.5 |
| Constant | -23.79 | -7.81 | 14.23 | 8.62 | 13.13 | 3.18 | -56.75 | -2.68 | -22.63 | -3.31 | 75.81 |
| r-squared | 0.161 | 0.101 | 0.123 | 0.138 | 0.148 | Derived | |||||
NOTE: Derived indicates that the model was derived based on constraint equations, not estimated.