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Table ES.1.7 Model #2 coefficients <strong>and</strong> significance of independent variables<br />

Independent Variable B* Std. Error t P-value<br />

(Constant) 19.95 4.61 4.323 .000<br />

Property was built before 1995 10.84 2.29 4.736 .000<br />

Property is a senior citizen/retirement<br />

community<br />

-6.70 2.56 -2.618 .009<br />

Property has a play area 6.80 1.94 3.513 .000<br />

Property has a cooling tower 11.55 3.31 3.493 .001<br />

Property is a rental † 6.84 1.74 3.926 .000<br />

Property is billed through RUBS method 0.39 1.98 0.197 .844<br />

Property is submetered -7.96 2.47 -3.225 .001<br />

Average commodity charge for<br />

water/wastewater ‡ -2.01 .28 -7.072 .000<br />

Average number of bedrooms per unit ‡ 17.44 1.54 11.313 .000<br />

Dependent Variable: Indoor water use per unit (average 2001, 2002)<br />

* Represents the magnitude of each independent variable in kgal per year per dwelling unit<br />

†<br />

Rentals include private <strong>and</strong> government subsidized rentals. (Non-rentals include condominiums, private resident<br />

owned, <strong>and</strong> other).<br />

‡<br />

Continuous variables, change is seen for every dollar or bedroom added.<br />

Besides <strong>submetering</strong>, seven other independent variables (listed in Table ES.1.7) in the<br />

model were also statistically significant. Properties built before 1995 used 10.8 kgal per unit<br />

more than properties built after 1995 – this is presumably largely the result of the high efficient<br />

plumbing fixtures (toilets, showerheads, <strong>and</strong> faucet aerators) m<strong>and</strong>ated for new construction by<br />

the 1992 Energy Policy Act (EPACT). The average number of bedrooms per unit is a reasonable<br />

surrogate for the number of people living in each dwelling unit. These models suggest that for<br />

every additional bedroom water use is increased by an average of about 17.4 kgal per unit.<br />

Rental properties used 6.8 kgal per unit more than properties that were non-rentals<br />

(condominiums, private resident owned, <strong>and</strong> other). Properties classified as senior citizen or<br />

retirement communities used 6.7 kgal per unit less than st<strong>and</strong>ard mixed-age multi-<strong>family</strong><br />

properties. For every dollar increase in the average price charged by a utility per kgal, the water<br />

use at a property decreased 2.0 kgal per unit. Properties that reported having a play area used 6.8<br />

kgal per unit more than properties without that amenity. The presence of a cooling tower<br />

increased per unit water use by 11.6 kgal. The prevalence of each of these characteristics in the<br />

manager survey respondents can be found in Chapter 4’s section on “Manager Survey Results”<br />

or in the enumerated manager survey results in Appendix B.<br />

xxix

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