Table 4.

Model B regression results for county-specific findings.

Variable GroupModel BUnstandardized CoefficientsStandardized CoefficientstSig.
BStd. ErrorBeta
(Constant)5.130.30416.855.000
CountyGeauga.406.332.0881.222.222
Lake.101.019.1035.392.000
Lorain−.031.016−.044−1.921.055
Medina−.078.021−.079−3.713.000
Summit−.153.018−.160−8.414.000
HouseLot Size Natural Log.114.007.25817.154.000
Living Size Natural Log.400.017.33123.233.000
Number of Rooms.016.003.0694.983.000
Number of Bathrooms.129.009.16915.204.000
Built Year 2010.026.009.0372.999.003
Built Year 2011.021.011.0261.940.052
NeighborhoodPopulation Density / 1000.022.003.1148.397.000
Bachelor’s Degree Percent.007.001.1578.182.000
Graduate school Degree (MA, PH, PRO) Percent.012.001.22011.427.000
Vacant Housing Units Percent−.002.001−.021−1.695.090
Renter Occupied Housing Units Percent.002.000.0795.340.000
Housing Burden (Mortgage) over 35%.006.001.0816.727.000
SchoolsDesignation Effective.004.019.005.230.818
Designation Excellent.022.019.0291.180.238
Designation Excellent with Distinction.026.019.0381.416.157
Teacher’s Bachelor’s Degree Rate.021.003.0887.595.000
AccessAccess to the Nearest Highway Ramp (Mile)−.040.009−.158−4.552.000
Access to the Nearest Highway Ramp (Mile) Square.007.001.1604.733.000
Access to the Nearest County Seat (Mile).040.004.4828.987.000
Access to the Nearest County Seat (Mile) Square−.002.000−.410−7.772.000
Job Accessibility Index.00022.00016.0171.410.159
Canopy (Percent, Natural Log)Cuyahoga.004.014.009.288.773
Geauga.099.059.0701.682.093
Lake−.029.019−.051−1.468.142
Lorain−.009.007−.023−1.167.243
Medina−.033.014−.046−2.277.023
Summit−.053.013−.091−4.144.000
Canopy (Square Feet, Natural Log)Cuyahoga.005.005.031.945.345
Geauga−.072.052−.143−1.397.162
Lake.006.007.027.739.460
Lorain.001.003.010.443.658
Medina.019.005.0793.573.000
Summit.021.005.1014.192.000
  • Adjusted R-squared: 0.691 / F: 182.546