***INDUSTRY*** |
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MULT RESPONSE GROUPS=$sc (sc_1 sc_2 sc_3 sc_4 sc_5 sc_6 sc_7 sc_8 (1,50)) |
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/FREQUENCIES=$sc. |
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Multiple Response |
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Case Summary |
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Cases |
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Valid |
Missing |
Total |
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N |
Percent |
N |
Percent |
N |
Percent |
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$sca |
5518 |
99.3% |
40 |
0.7% |
5558 |
100.0% |
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a. Group |
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$sc Frequencies |
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Responses |
Percent of Cases |
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N |
Percent |
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$sca |
Electric power generation |
2321 |
27.7% |
42.1% |
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42.1% |
Electric power generation |
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Electric power transmission, distribution, and storage |
1068 |
12.7% |
19.4% |
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19.4% |
Electric power transmission, distribution, and storage |
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Energy efficiency, including heating, cooling and building envelope |
2333 |
27.8% |
42.3% |
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42.3% |
Energy efficiency, including heating, cooling and building envelope |
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Fuels |
1454 |
17.3% |
26.4% |
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26.4% |
Fuels |
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Motor vehicles |
977 |
11.7% |
17.7% |
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17.7% |
Motor vehicles |
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Other |
219 |
2.6% |
4.0% |
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4.0% |
Other |
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DK/NA |
10 |
0.1% |
0.2% |
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0.2% |
DK/NA |
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Total |
8382 |
100.0% |
151.9% |
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a. Group |
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FREQUENCIES |
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VARIABLES = SDPrime |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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SDPrime |
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N |
Valid |
4077 |
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Missing |
1481 |
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SDPrime |
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Frequency |
Percent |
Valid Percent |
Cumulative Percent |
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Valid |
Electric power generation |
1569 |
28.2 |
38.5 |
38.5 |
|
38.5% |
Electric power generation |
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Electric power transmission, distribution, and storage |
272 |
4.9 |
6.7 |
45.2 |
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6.7% |
Electric power transmission, distribution, and storage |
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Energy efficiency, including heating, cooling and building envelope |
1317 |
23.7 |
32.3 |
77.5 |
|
32.3% |
Energy efficiency, including heating, cooling and building envelope |
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Fuels |
587 |
10.6 |
14.4 |
91.9 |
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14.4% |
Fuels |
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Motor vehicles |
244 |
4.4 |
6.0 |
97.8 |
|
6.0% |
Motor vehicles |
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Other |
74 |
1.3 |
1.8 |
99.7 |
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1.8% |
Other |
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DK/NA |
14 |
0.3 |
0.3 |
100.0 |
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0.3% |
DK/NA |
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Total |
4077 |
73.4 |
100.0 |
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Missing |
System |
1481 |
26.6 |
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Total |
5558 |
100.0 |
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***ELECTRIC POWER GENERATION*** |
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MULT RESPONSE GROUPS=$se_a (se_a_1 se_a_2 se_a_3 se_a_4 se_a_5 se_a_6 se_a_7 se_a_8 se_a_9 se_a_10 se_a_11 se_a_12 (1,50)) |
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/FREQUENCIES=$se_a. |
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Multiple Response |
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Case Summary |
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|
Cases |
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|
Valid |
Missing |
Total |
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N |
Percent |
N |
Percent |
N |
Percent |
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$se_aa |
2287 |
41.1% |
3271 |
58.9% |
5558 |
100.0% |
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a. Group |
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$se_a Frequencies |
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Responses |
Percent of Cases |
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N |
Percent |
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$se_aa |
Solar photovoltaic electric generation |
1719 |
40.5% |
75.2% |
|
|
75.2% |
Solar photovoltaic electric generation |
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|
|
|
|
|
|
Concentrated solar electric generation |
271 |
6.4% |
11.8% |
|
|
11.8% |
Concentrated solar electric generation |
|
|
|
|
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|
|
Wind generation |
527 |
12.4% |
23.0% |
|
|
23.0% |
Wind generation |
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|
|
Geothermal generation |
217 |
5.1% |
9.5% |
|
|
9.5% |
Geothermal generation |
|
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|
|
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|
|
Bioenergy/Biomass generation |
263 |
6.2% |
11.5% |
|
|
11.5% |
Bioenergy/Biomass generation |
|
|
|
|
|
|
|
Low-impact hydroelectric generation including wave/kinetic generation |
159 |
3.7% |
7.0% |
|
|
7.0% |
Low-impact hydroelectric generation including wave/kinetic generation |
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|
|
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|
|
Traditional hydropower |
218 |
5.1% |
9.5% |
|
|
9.5% |
Traditional hydropower |
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|
|
Advanced/Low emission natural gas |
307 |
7.2% |
13.4% |
|
|
13.4% |
Advanced/Low emission natural gas |
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Nuclear |
101 |
2.4% |
4.4% |
|
|
4.4% |
Nuclear |
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|
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Fossil fuel generation |
358 |
8.4% |
15.7% |
|
|
15.7% |
Fossil fuel generation |
|
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|
|
Other generation |
108 |
2.5% |
4.7% |
|
|
4.7% |
Other generation |
|
|
|
|
|
|
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Total |
4248 |
100.0% |
185.7% |
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a. Group |
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|
***ELECTRIC POWER TRANSMISSION, DISTRIBUTION, STORAGE*** |
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MULT RESPONSE GROUPS=$se_b (se_b_1 se_b_2 se_b_3 se_b_4 se_b_5 (1,50)) |
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/FREQUENCIES=$se_b. |
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Multiple Response |
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Case Summary |
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|
Cases |
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|
|
Valid |
Missing |
Total |
|
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N |
Percent |
N |
Percent |
N |
Percent |
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|
$se_ba |
1029 |
18.5% |
4529 |
81.5% |
5558 |
100.0% |
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a. Group |
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$se_b Frequencies |
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|
Responses |
Percent of Cases |
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N |
Percent |
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$se_ba |
Traditional transmission and distribution |
632 |
39.7% |
61.4% |
|
|
61.4% |
Traditional transmission and distribution |
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Storage |
534 |
33.5% |
51.9% |
|
|
51.9% |
Storage |
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Smart grid |
346 |
21.7% |
33.6% |
|
|
33.6% |
Smart grid |
|
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Other |
81 |
5.1% |
7.9% |
|
|
7.9% |
Other |
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|
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|
|
|
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Total |
1593 |
100.0% |
154.8% |
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a. Group |
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|
***ENERGY EFFICIENCY*** |
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|
MULT RESPONSE GROUPS=$se_c (se_c_1 se_c_2 se_c_3 se_c_4 se_c_5 se_c_6 se_c_7 se_c_8 (1,50)) |
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|
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|
/FREQUENCIES=$se_c. |
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|
|
Multiple Response |
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|
|
Case Summary |
|
|
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|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$se_ca |
2268 |
40.8% |
3290 |
59.2% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
$se_c Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$se_ca |
Energy star appliances |
819 |
13.4% |
36.1% |
|
|
36.1% |
Energy star appliances |
|
|
|
|
|
|
|
LED, CFL and other efficient lighting |
1110 |
18.2% |
48.9% |
|
|
48.9% |
LED, CFL and other efficient lighting |
|
|
|
|
|
|
|
Traditional HVAC goods and services |
1089 |
17.8% |
48.0% |
|
|
48.0% |
Traditional HVAC goods and services |
|
|
|
|
|
|
|
Energy Star/ High AFUE HVAC |
909 |
14.9% |
40.1% |
|
|
40.1% |
Energy Star/ High AFUE HVAC |
|
|
|
|
|
|
|
Renewable heating and cooling (including solar thermal) |
969 |
15.9% |
42.7% |
|
|
42.7% |
Renewable heating and cooling (including solar thermal) |
|
|
|
|
|
|
|
Advanced building materials/insulation |
960 |
15.7% |
42.3% |
|
|
42.3% |
Advanced building materials/insulation |
|
|
|
|
|
|
|
Other |
249 |
4.1% |
11.0% |
|
|
11.0% |
Other |
|
|
|
|
|
|
|
Total |
6105 |
100.0% |
269.2% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
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|
|
|
|
|
|
|
|
***FUELS*** |
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$se_d (se_d_1 se_d_2 se_d_3 se_d_4 se_d_5 se_d_6 se_d_7 (1,50)) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$se_d. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Multiple Response |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Case Summary |
|
|
|
|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$se_da |
1373 |
24.7% |
4185 |
75.3% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
$se_d Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$se_da |
Fossil fuels |
985 |
52.3% |
71.7% |
|
|
71.7% |
Fossil fuels |
|
|
|
|
|
|
|
Corn ethanol |
332 |
17.6% |
24.2% |
|
|
24.2% |
Corn ethanol |
|
|
|
|
|
|
|
Other ethanol/non-woody biomass |
159 |
8.4% |
11.6% |
|
|
11.6% |
Other ethanol/non-woody biomass |
|
|
|
|
|
|
|
Woody biomass |
122 |
6.5% |
8.9% |
|
|
8.9% |
Woody biomass |
|
|
|
|
|
|
|
Nuclear |
46 |
2.4% |
3.4% |
|
|
3.4% |
Nuclear |
|
|
|
|
|
|
|
Other |
239 |
12.7% |
17.4% |
|
|
17.4% |
Other |
|
|
|
|
|
|
|
Total |
1883 |
100.0% |
137.1% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
***MOTOR VEHICLES*** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$se_e (se_e_1 se_e_2 se_e_3 se_e_4 se_e_5 se_e_6 se_e_7 se_e_8 (1,50)) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$se_e. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Multiple Response |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Case Summary |
|
|
|
|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$se_ea |
977 |
17.6% |
4581 |
82.4% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
$se_e Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$se_ea |
Gasoline and diesel motor vehicles (excluding freight trucking) |
755 |
40.8% |
77.3% |
|
|
77.3% |
Gasoline and diesel motor vehicles (excluding freight trucking) |
|
|
|
|
|
|
|
Hybrid and plug-In hybrid vehicles |
325 |
17.6% |
33.3% |
|
|
33.3% |
Hybrid and plug-In hybrid vehicles |
|
|
|
|
|
|
|
Electric vehicles |
265 |
14.3% |
27.1% |
|
|
27.1% |
Electric vehicles |
|
|
|
|
|
|
|
Natural gas vehicles |
245 |
13.2% |
25.1% |
|
|
25.1% |
Natural gas vehicles |
|
|
|
|
|
|
|
Hydrogen vehicles |
52 |
2.8% |
5.3% |
|
|
5.3% |
Hydrogen vehicles |
|
|
|
|
|
|
|
Fuel cell vehicles |
107 |
5.8% |
11.0% |
|
|
11.0% |
Fuel cell vehicles |
|
|
|
|
|
|
|
Other |
73 |
3.9% |
7.5% |
|
|
7.5% |
Other |
|
|
|
|
|
|
|
DK/NA |
28 |
1.5% |
2.9% |
|
|
2.9% |
DK/NA |
|
|
|
|
|
|
|
Total |
1850 |
100.0% |
189.4% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
***VALUE CHAIN*** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$sf (sf_1 sf_2 sf_3 sf_4 sf_5 sf_6 sf_7 (1,50)) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$sf. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Multiple Response |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Case Summary |
|
|
|
|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$sfa |
5518 |
99.3% |
40 |
0.7% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
$sf Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$sfa |
A firm that manufactures and/or assembles |
834 |
9.9% |
15.1% |
|
|
15.1% |
A firm that manufactures and/or assembles |
|
|
|
|
|
|
|
A firm that provides engineering and research services |
1065 |
12.6% |
19.3% |
|
|
19.3% |
A firm that provides engineering and research services |
|
|
|
|
|
|
|
A firm that sells and distributes |
2335 |
27.6% |
42.3% |
|
|
42.3% |
A firm that sells and distributes |
|
|
|
|
|
|
|
A firm that installs |
2342 |
27.7% |
42.4% |
|
|
42.4% |
A firm that installs |
|
|
|
|
|
|
|
A firm that provides consulting, finance, etc. |
1401 |
16.6% |
25.4% |
|
|
25.4% |
A firm that provides consulting, finance, etc. |
|
|
|
|
|
|
|
Other |
371 |
4.4% |
6.7% |
|
|
6.7% |
Other |
|
|
|
|
|
|
|
Not sure |
105 |
1.2% |
1.9% |
|
|
1.9% |
Not sure |
|
|
|
|
|
|
|
Total |
8453 |
100.0% |
153.2% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
FREQUENCIES |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
VARIABLES = sg |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/ORDER=ANALYSIS. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Statistics |
|
|
|
|
|
|
|
|
|
|
|
|
|
SGPrime |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
N |
Valid |
4087 |
|
|
|
|
|
|
|
|
|
|
|
|
|
Missing |
1471 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
SGPrime |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
A firm that manufactures and/or assembles |
407 |
7.3 |
10.0 |
10.0 |
|
10.0% |
A firm that manufactures and/or assembles |
|
|
|
|
|
|
|
A firm that provides engineering and research services |
393 |
7.1 |
9.6 |
19.6 |
|
9.6% |
A firm that provides engineering and research services |
|
|
|
|
|
|
|
A firm that sells and distributes |
1062 |
19.1 |
26.0 |
45.6 |
|
26.0% |
A firm that sells and distributes |
|
|
|
|
|
|
|
A firm that installs |
1314 |
23.6 |
32.2 |
77.7 |
|
32.2% |
A firm that installs |
|
|
|
|
|
|
|
A firm that provides consulting, finance, etc. |
610 |
11.0 |
14.9 |
92.6 |
|
14.9% |
A firm that provides consulting, finance, etc. |
|
|
|
|
|
|
|
Other |
212 |
3.8 |
5.2 |
97.8 |
|
5.2% |
Other |
|
|
|
|
|
|
|
Not sure |
89 |
1.6 |
2.2 |
100.0 |
|
2.2% |
Not sure |
|
|
|
|
|
|
|
Total |
4087 |
73.5 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
1471 |
26.5 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
***PRODUCTS*** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
FREQUENCIES |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
VARIABLES = sh si |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/ORDER=ANALYSIS. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Statistics |
|
|
|
|
|
|
|
|
|
|
|
|
|
sH | Product stage |
sI | Primary product stage |
|
|
|
|
|
|
|
|
|
|
|
|
N |
Valid |
1753 |
217 |
|
|
|
|
|
|
|
|
|
|
|
|
Missing |
3805 |
5341 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Frequency Table |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
sH | Product stage |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Primarily work with products that are already commercially available |
1011 |
18.2 |
57.7 |
57.7 |
|
57.7% |
Primarily work with products that are already commercially available |
|
|
|
|
|
|
|
Primarily work with products still under development |
217 |
3.9 |
12.4 |
70.1 |
|
12.4% |
Primarily work with products still under development |
|
|
|
|
|
|
|
Work with both products that are already available and under development |
467 |
8.4 |
26.6 |
96.7 |
|
26.6% |
Work with both products that are already available and under development |
|
|
|
|
|
|
|
DK/NA |
58 |
1.0 |
3.3 |
100.0 |
|
3.3% |
DK/NA |
|
|
|
|
|
|
|
Total |
1753 |
31.5 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
3805 |
68.5 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
sI | Primary product stage |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Concept |
26 |
0.5 |
12.0 |
12.0 |
|
12.0% |
Concept |
|
|
|
|
|
|
|
Product development |
99 |
1.8 |
45.6 |
57.6 |
|
45.6% |
Product development |
|
|
|
|
|
|
|
Pilot |
71 |
1.3 |
32.7 |
90.3 |
|
32.7% |
Pilot |
|
|
|
|
|
|
|
DK/NA |
21 |
0.4 |
9.7 |
100.0 |
|
9.7% |
DK/NA |
|
|
|
|
|
|
|
Total |
217 |
3.9 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
5341 |
96.1 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
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***EMPLOYMENT*** |
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FREQUENCIES |
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VARIABLES = q1_code q2 q3_code q5 |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q1_code | Permanent employees |
q2 | More or fewer permanent employees 12 months from now |
q3_code | Energy employees |
q5 | More or fewer energy employees 12 months from now |
|
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|
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|
|
N |
Valid |
5518 |
5518 |
5518 |
5437 |
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Missing |
40 |
40 |
40 |
121 |
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Frequency Table |
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q1_code | Permanent employees |
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|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
None |
1 |
0.0 |
0.0 |
0.0 |
|
0.0% |
None |
|
|
|
|
|
|
|
1 to 5 employees |
2268 |
40.8 |
41.1 |
41.1 |
|
41.1% |
1 to 5 employees |
|
|
|
|
|
|
|
6 to 10 employees |
1047 |
18.8 |
19.0 |
60.1 |
|
19.0% |
6 to 10 employees |
|
|
|
|
|
|
|
11 to 24 employees |
933 |
16.8 |
16.9 |
77.0 |
|
16.9% |
11 to 24 employees |
|
|
|
|
|
|
|
25 to 49 employees |
508 |
9.1 |
9.2 |
86.2 |
|
9.2% |
25 to 49 employees |
|
|
|
|
|
|
|
50 to 99 employees |
289 |
5.2 |
5.2 |
91.4 |
|
5.2% |
50 to 99 employees |
|
|
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|
100 to 249 employees |
206 |
3.7 |
3.7 |
95.2 |
|
3.7% |
100 to 249 employees |
|
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|
250 to 499 employees |
72 |
1.3 |
1.3 |
96.5 |
|
1.3% |
250 to 499 employees |
|
|
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|
|
500 employees or more |
75 |
1.3 |
1.4 |
97.8 |
|
1.4% |
500 employees or more |
|
|
|
|
|
|
|
DK/NA |
119 |
2.1 |
2.2 |
100.0 |
|
2.2% |
DK/NA |
|
|
|
|
|
|
|
Total |
5518 |
99.3 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
40 |
0.7 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
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q2 | More or fewer permanent employees 12 months from now |
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|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
More |
2247 |
40.4 |
40.7 |
40.7 |
|
40.7% |
More |
|
|
|
|
|
|
|
Fewer |
135 |
2.4 |
2.4 |
43.2 |
|
2.4% |
Fewer |
|
|
|
|
|
|
|
Same number |
2803 |
50.4 |
50.8 |
94.0 |
|
50.8% |
Same number |
|
|
|
|
|
|
|
Don't know/ Refused |
333 |
6.0 |
6.0 |
100.0 |
|
6.0% |
Don't know/ Refused |
|
|
|
|
|
|
|
Total |
5518 |
99.3 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
40 |
0.7 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
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|
|
|
|
|
q3_code | Energy employees |
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|
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|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
None |
59 |
1.1 |
1.1 |
1.1 |
|
1.1% |
None |
|
|
|
|
|
|
|
1 to 5 employees |
2584 |
46.5 |
46.8 |
47.9 |
|
46.8% |
1 to 5 employees |
|
|
|
|
|
|
|
6 to 10 employees |
1049 |
18.9 |
19.0 |
66.9 |
|
19.0% |
6 to 10 employees |
|
|
|
|
|
|
|
11 to 24 employees |
801 |
14.4 |
14.5 |
81.4 |
|
14.5% |
11 to 24 employees |
|
|
|
|
|
|
|
25 to 49 employees |
431 |
7.8 |
7.8 |
89.2 |
|
7.8% |
25 to 49 employees |
|
|
|
|
|
|
|
50 to 99 employees |
203 |
3.7 |
3.7 |
92.9 |
|
3.7% |
50 to 99 employees |
|
|
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|
|
|
|
100 to 249 employees |
132 |
2.4 |
2.4 |
95.3 |
|
2.4% |
100 to 249 employees |
|
|
|
|
|
|
|
250 to 499 employees |
36 |
0.6 |
0.7 |
96.0 |
|
0.7% |
250 to 499 employees |
|
|
|
|
|
|
|
500 employees or more |
39 |
0.7 |
0.7 |
96.7 |
|
0.7% |
500 employees or more |
|
|
|
|
|
|
|
DK/NA |
184 |
3.3 |
3.3 |
100.0 |
|
3.3% |
DK/NA |
|
|
|
|
|
|
|
Total |
5518 |
99.3 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
40 |
0.7 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
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|
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|
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|
|
q5 | More or fewer energy employees 12 months from now |
|
|
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|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
More |
2014 |
36.2 |
37.0 |
37.0 |
|
37.0% |
More |
|
|
|
|
|
|
|
Fewer |
127 |
2.3 |
2.3 |
39.4 |
|
2.3% |
Fewer |
|
|
|
|
|
|
|
Same number |
2989 |
53.8 |
55.0 |
94.4 |
|
55.0% |
Same number |
|
|
|
|
|
|
|
Don't know/ Refused |
307 |
5.5 |
5.6 |
100.0 |
|
5.6% |
Don't know/ Refused |
|
|
|
|
|
|
|
Total |
5437 |
97.8 |
100.0 |
|
|
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|
|
|
|
|
|
|
|
Missing |
System |
121 |
2.2 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
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|
FREQUENCIES |
|
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VARIABLES= q6_1 q6_2 q6_3 q6_4 q6_5 q6_6 |
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/STATISTICS=MEAN MEDIAN SUM |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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|
|
q6_1 | Electric power generation |
q6_2 | Electric power transmission, distribution, and storage |
q6_3 | Energy efficiency, including heating, cooling and building envelope |
q6_4 | Fuels |
q6_5 | Motor vehicles |
q6_6 | Other |
|
|
|
|
|
|
|
|
N |
Valid |
2130 |
929 |
2169 |
1368 |
903 |
206 |
|
49.3% |
Electric power generation |
|
|
|
|
|
Missing |
3428 |
4629 |
3389 |
4190 |
4655 |
5352 |
|
10.9% |
Electric power transmission, distribution, and storage |
|
|
|
|
|
Mean |
30.61 |
15.43 |
10.13 |
12.97 |
11.91 |
10.27 |
|
16.6% |
Energy efficiency, including heating, cooling, and building envelope |
|
|
|
|
|
Median |
4.00 |
2.00 |
3.00 |
4.00 |
2.00 |
2.50 |
|
13.4% |
Fuels |
|
|
|
|
|
Sum |
65202 |
14336 |
21981 |
17737 |
10759 |
2116 |
|
8.1% |
Motor vehicles |
|
|
|
|
|
|
|
49.3% |
10.9% |
16.6% |
13.4% |
8.1% |
1.6% |
|
1.6% |
Other |
|
|
|
|
|
|
|
0.493466395480719 |
0.10850109520313 |
0.166356670673304 |
0.134238255231145 |
0.081423141957731 |
0.016014441453972 |
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|
FILTER OFF. |
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USE ALL. |
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EXECUTE. |
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FREQUENCIES |
|
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|
|
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|
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|
|
VARIABLES= q7_1 q7_2 q7_3 q7_4 q7_5 q7_6 q7_7 q7_8 q7_9 q7_10 q7_11 |
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|
/STATISTICS=MEAN MEDIAN SUM |
|
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/ORDER=ANALYSIS. |
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Frequencies |
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|
Statistics |
|
|
|
|
q7_1 | Solar photovoltaic electric generation |
q7_2 | Concentrated solar electric generation |
q7_3 | Wind generation |
q7_4 | Geothermal generation |
q7_5 | Bioenergy/Biomass generation |
q7_6 | Low-impact hydroelectric generation including wave/kinetic generation |
q7_7 | Traditional hydropower |
q7_8 | Advanced/Low emission natural gas |
q7_9 | Nuclear |
q7_10 | Fossil fuel generation |
q7_11 | Other |
|
|
|
N |
Valid |
1472 |
195 |
389 |
157 |
207 |
118 |
162 |
246 |
71 |
285 |
89 |
|
64.4% |
Solar photovoltaic electric generation |
Missing |
4086 |
5363 |
5169 |
5402 |
5351 |
5440 |
5396 |
5312 |
5487 |
5273 |
5469 |
|
1.4% |
Concentrated solar electric generation |
Mean |
26.17 |
4.41 |
18.98 |
5.98 |
2.80 |
1.77 |
6.45 |
5.08 |
48.35 |
15.42 |
13.79 |
|
12.3% |
Wind generation |
Median |
4.00 |
0.00 |
1.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
1.00 |
1.00 |
|
1.6% |
Geothermal generation |
Sum |
38529 |
860 |
7382 |
933 |
579 |
209 |
1045 |
1250 |
3433 |
4395 |
1228 |
|
1.0% |
Bioenergy/ biomass generation |
|
|
64.4% |
1.4% |
12.3% |
1.6% |
1.0% |
0.3% |
1.7% |
2.1% |
5.7% |
7.3% |
2.1% |
|
0.3% |
Low-impact hydroelectric generation include wave/ kinetic generation |
|
|
0.64382349820325 |
0.014375172844798 |
0.123359091907897 |
0.015590496314176 |
0.0096771363617 |
0.003496916574135 |
0.017467872799597 |
0.020891766363128 |
0.057365674004894 |
0.073440762380283 |
0.020511612246143 |
|
1.7% |
Traditional hydropower |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2.1% |
Advanced/ low emission natural gas |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5.7% |
Nuclear |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
7.3% |
Fossil fuel generation |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2.1% |
Other |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
FILTER OFF. |
|
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|
USE ALL. |
|
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|
|
EXECUTE. |
|
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|
|
|
|
|
|
|
|
FREQUENCIES |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
VARIABLES= q8_1 q8_2 q8_3 q8_4 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/STATISTICS=MEAN MEDIAN SUM |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/ORDER=ANALYSIS. |
|
|
|
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|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Statistics |
|
|
|
|
|
|
|
|
|
|
|
q8_1 | Traditional transmission and distribution |
q8_2 | Storage |
q8_3 | Smart grid |
q8_4 | Other |
|
|
|
|
|
|
|
|
|
|
N |
Valid |
500 |
400 |
249 |
68 |
|
74.2% |
Traditional transmission and distribution |
|
|
|
|
|
|
|
Missing |
5058 |
5158 |
5309 |
5490 |
|
14.0% |
Storage |
|
|
|
|
|
|
|
Mean |
20.11 |
4.74 |
4.61 |
6.72 |
|
8.5% |
Smart grid |
|
|
|
|
|
|
|
Median |
2.00 |
1.00 |
0.00 |
1.00 |
|
3.4% |
Other |
|
|
|
|
|
|
|
Sum |
10055 |
1896 |
1149 |
457 |
|
|
|
|
|
|
|
|
|
|
|
|
74.2% |
14.0% |
8.5% |
3.4% |
|
|
|
|
|
|
|
|
|
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0.741683263258833 |
0.139853949988936 |
0.084753263996459 |
0.033709522755772 |
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FILTER OFF. |
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USE ALL. |
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EXECUTE. |
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FREQUENCIES |
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VARIABLES= q9_1 q9_2 q9_3 q9_4 q9_5 q9_6 q9_7 |
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/STATISTICS=MEAN MEDIAN SUM |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q9_1 | Energy Star appliances |
q9_2 | LED, CFL and other efficient lighting |
q9_3 | Traditional HVAC goods and services |
q9_4 | Energy Star/ high AFUE HVAC |
q9_5 | Renewable heating and cooling (including solar thermal) |
q9_6 | Advanced building materials/insulation |
q9_7 | Other |
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N |
Valid |
507 |
725 |
724 |
556 |
623 |
599 |
197 |
|
7.6% |
Energy star appliances |
|
|
|
|
Missing |
5051 |
4833 |
4834 |
5002 |
4935 |
4959 |
5361 |
|
21.1% |
LED, CFL, and other efficient lighting |
|
|
|
|
Mean |
2.48 |
4.84 |
6.32 |
2.16 |
3.20 |
4.44 |
7.09 |
|
27.6% |
Traditional HVAC goods and services |
|
|
|
|
Median |
0.00 |
1.00 |
1.00 |
0.00 |
0.00 |
1.00 |
2.00 |
|
7.2% |
Energy Star/ high AFUE HVAC |
|
|
|
|
Sum |
1259 |
3506 |
4578 |
1200 |
1992 |
2658 |
1398 |
|
12.0% |
Renewable heating and cooling, including solar thermal |
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|
7.6% |
21.1% |
27.6% |
7.2% |
12.0% |
16.0% |
8.4% |
|
16.0% |
Advanced building materials/ insulation |
|
|
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|
0.075898857780055 |
0.211313703625569 |
0.275947078147132 |
0.072336578162201 |
0.12008679666074 |
0.160182031885718 |
0.084234953738585 |
|
8.4% |
Other |
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FILTER OFF. |
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USE ALL. |
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EXECUTE. |
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FREQUENCIES |
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VARIABLES= q10_1 q10_2 q10_3 q10_4 q10_5 q10_6 |
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/STATISTICS=MEAN MEDIAN SUM |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q10_1 | Fossil fuels |
q10_2 | Corn ethanol |
q10_3 | Other ethanol/non-woody biomass |
q10_4 | Woody biomass |
q10_5 | Nuclear |
q10_6 | Other |
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N |
Valid |
891 |
258 |
121 |
94 |
28 |
272 |
|
71.4% |
Fossil fuels |
|
|
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|
Missing |
4667 |
5300 |
5437 |
5464 |
5530 |
5286 |
|
7.9% |
Corn ethanol |
|
|
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|
|
Mean |
13.89 |
5.32 |
4.09 |
4.66 |
1.14 |
9.62 |
|
2.9% |
Other ethanol/ non-woody biomass |
|
|
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|
Median |
4.00 |
1.00 |
0.00 |
1.00 |
0.00 |
2.00 |
|
2.5% |
Woody biomass |
|
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|
Sum |
12374 |
1372 |
495 |
438 |
32 |
2616 |
|
0.2% |
Nuclear |
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71.4% |
7.9% |
2.9% |
2.5% |
0.2% |
15.1% |
|
15.1% |
Other |
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|
0.714145553182894 |
0.079182778322849 |
0.028568130663127 |
0.025278467132221 |
0.001846828648929 |
0.15097824204998 |
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FILTER OFF. |
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USE ALL. |
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EXECUTE. |
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FREQUENCIES |
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VARIABLES= q11_1 q11_2 q11_3 q11_4 q11_5 q11_6 q11_7 |
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/STATISTICS=MEAN MEDIAN SUM |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q11_1 | Gasoline and diesel motor vehicles (excluding freight trucking) |
q11_2 | Hybrid and plug-in hybrid vehicles |
q11_3 | Electric vehicles |
q11_4 | Natural gas vehicles |
q11_5 | Hydrogen vehicles |
q11_6 | Fuel cell vehicles |
q11_7 | Other |
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N |
Valid |
660 |
224 |
182 |
194 |
27 |
67 |
57 |
|
69.3% |
Gasoline and diesel motor vehicles, excluding freight trucking |
|
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Missing |
4898 |
5334 |
5376 |
5364 |
5531 |
5491 |
5501 |
|
7.5% |
Hybrid and plug-in hybrid vehicles |
|
|
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|
Mean |
7.41 |
2.38 |
3.50 |
3.36 |
2.07 |
1.30 |
3.53 |
|
9.0% |
Electric vehicles |
|
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|
Median |
2.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
9.2% |
Natural gas vehicles |
|
|
|
|
Sum |
4893 |
532 |
637 |
651 |
56 |
87 |
201 |
|
0.8% |
Hydrogen vehicles |
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|
69.3% |
7.5% |
9.0% |
9.2% |
0.8% |
1.2% |
2.8% |
|
1.2% |
Fuel cell vehicles |
|
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|
|
0.693354116480091 |
0.075386141419867 |
0.090264985121156 |
0.092248830947995 |
0.007935383307354 |
0.012328184781069 |
0.028482357942469 |
|
2.8% |
Other |
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FILTER OFF. |
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USE ALL. |
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EXECUTE. |
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***VALUE CHAIN EMPLOYMENT*** |
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FREQUENCIES |
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VARIABLES= q13a q13b q13c q13d q13e q13f |
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/STATISTICS=MEAN MEDIAN SUM |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q13a | Production or manufacturing positions |
q13b | Installation or repair positions |
q13c | Administrative positions |
q13d | Management or professional positions |
q13e | Sales positions |
q13f | Other |
|
|
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|
N |
Valid |
4826 |
4859 |
4817 |
4779 |
4756 |
965 |
|
18.0% |
% of solar workers in production or manufacturing positions |
|
|
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|
|
Missing |
732 |
699 |
741 |
779 |
802 |
4593 |
|
28.0% |
% of solar workers in installation or repair positions |
|
|
|
|
|
Mean |
3.19 |
4.93 |
3.47 |
2.88 |
1.79 |
7.42 |
|
19.5% |
% of solar workers in administrative positions |
|
|
|
|
|
Median |
0.00 |
1.00 |
1.00 |
1.00 |
0.00 |
2.00 |
|
16.1% |
% of solar workers in management or professional positions |
|
|
|
|
|
Sum |
15403 |
23974 |
16695 |
13752 |
8535 |
7157 |
|
10.0% |
% of solar workers in sales positions |
|
|
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|
|
|
18.0% |
28.0% |
19.5% |
16.1% |
10.0% |
8.4% |
|
8.4% |
% of solar workers in other positions |
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|
0.180114599777817 |
0.280348476875402 |
0.195234169443957 |
0.160808630064901 |
0.099801204467053 |
0.083692919370871 |
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FILTER OFF. |
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USE ALL. |
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EXECUTE. |
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***HIRING DIFFICULTY*** |
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FREQUENCIES |
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VARIABLES = q18 |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q18 | Difficulty finding qualified applicants |
|
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N |
Valid |
3111 |
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Missing |
2447 |
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q18 | Difficulty finding qualified applicants |
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|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
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|
|
Valid |
Very difficult |
808 |
14.5 |
26.0 |
26.0 |
|
26.0% |
Very difficult |
|
|
|
|
|
|
|
Somewhat difficult |
1435 |
25.8 |
46.1 |
72.1 |
|
46.1% |
Somewhat difficult |
|
|
|
|
|
|
|
Not at all difficult |
775 |
13.9 |
24.9 |
97.0 |
|
24.9% |
Not at all difficult |
|
|
|
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|
|
|
DK/NA |
93 |
1.7 |
3.0 |
100.0 |
|
3.0% |
DK/NA |
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|
|
Total |
3111 |
56.0 |
100.0 |
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Missing |
System |
2447 |
44.0 |
|
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|
|
Total |
5558 |
100.0 |
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MULT RESPONSE GROUPS=$q19 (q19_1code q19_2code (1,50)) |
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/FREQUENCIES=$q19. |
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Multiple Response |
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Case Summary |
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Cases |
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|
Valid |
Missing |
Total |
|
|
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|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
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|
|
$q19a |
916 |
16.5% |
4642 |
83.5% |
5558 |
100.0% |
|
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a. Group |
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$q19 Frequencies |
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Responses |
Percent of Cases |
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|
N |
Percent |
|
|
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|
|
|
$q19a |
Lack of soft skills (work ethic, dependability, critical thinking) |
160 |
10.9% |
17.5% |
|
|
17.5% |
Lack of soft skills (work ethic, dependability, critical thinking) |
|
42.5% |
Lack of experience, training, technical skills |
|
|
|
|
Competition/ small applicant pool |
183 |
12.4% |
20.0% |
|
|
20.0% |
Competition/ small applicant pool |
|
32.0% |
Insufficient qualifications, certifications, education |
|
|
|
|
Insufficient qualifications, certifications, education |
293 |
19.9% |
32.0% |
|
|
32.0% |
Insufficient qualifications, certifications, education |
|
20.0% |
Competition/ small applicant pool |
|
|
|
|
Lack of experience, training, technical skills |
389 |
26.4% |
42.5% |
|
|
42.5% |
Lack of experience, training, technical skills |
|
17.5% |
Lack of soft skills (work ethic, dependability, critical thinking) |
|
|
|
|
Difficulty finding industry-specific knowledge and skills |
122 |
8.3% |
13.3% |
|
|
13.3% |
Difficulty finding industry-specific knowledge and skills |
|
13.3% |
Difficulty finding industry-specific knowledge and skills |
|
|
|
|
Cannot provide competitive wages |
78 |
5.3% |
8.5% |
|
|
8.5% |
Cannot provide competitive wages |
|
9.3% |
Location |
|
|
|
|
Location |
85 |
5.8% |
9.3% |
|
|
9.3% |
Location |
|
8.5% |
Cannot provide competitive wages |
|
|
|
|
Other |
116 |
7.9% |
12.7% |
|
|
12.7% |
Other |
|
12.7% |
Other |
|
|
|
|
Cultural fit |
28 |
1.9% |
3.1% |
|
|
3.1% |
Cultural fit |
|
3.1% |
Cultural fit |
|
|
|
|
DK/NA |
19 |
1.3% |
2.1% |
|
|
2.1% |
DK/NA |
|
2.1% |
DK/NA |
|
|
|
|
Total |
1473 |
100.0% |
160.8% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$q20 (q20_1code q20_2code (1,50)) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$q20. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Multiple Response |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
Case Summary |
|
|
|
|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$q20a |
916 |
16.5% |
4642 |
83.5% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
$q20 Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$q20a |
Technician/ technical support |
109 |
7.1% |
11.9% |
|
|
11.9% |
Technician/ technical support |
|
23.9% |
Sales, marketing, customer service |
|
|
|
|
Engineer |
166 |
10.8% |
18.1% |
|
|
18.1% |
Engineer |
|
22.6% |
Manager, director, supervisor, VP |
|
|
|
|
Sales, marketing, customer service |
219 |
14.2% |
23.9% |
|
|
23.9% |
Sales, marketing, customer service |
|
19.5% |
Installation |
|
|
|
|
Installation |
179 |
11.6% |
19.5% |
|
|
19.5% |
Installation |
|
18.1% |
Engineer |
|
|
|
|
Manager, director, supervisor, VP |
207 |
13.5% |
22.6% |
|
|
22.6% |
Manager, director, supervisor, VP |
|
17.1% |
Electrician/ construction |
|
|
|
|
Electrician/ construction |
157 |
10.2% |
17.1% |
|
|
17.1% |
Electrician/ construction |
|
11.9% |
Technician/ technical support |
|
|
|
|
Administrative support |
51 |
3.3% |
5.6% |
|
|
5.6% |
Administrative support |
|
6.1% |
Design/ architecture |
|
|
|
|
Other |
174 |
11.3% |
19.0% |
|
|
19.0% |
Other |
|
5.6% |
Administrative support |
|
|
|
|
Software/ web development |
22 |
1.4% |
2.4% |
|
|
2.4% |
Software/ web development |
|
3.8% |
Finance/ accounting |
|
|
|
|
Design/ architecture |
56 |
3.6% |
6.1% |
|
|
6.1% |
Design/ architecture |
|
2.9% |
Analyst/ research |
|
|
|
|
Manufacturing/ production |
18 |
1.2% |
2.0% |
|
|
2.0% |
Manufacturing/ production |
|
2.4% |
Software/ web development |
|
|
|
|
Finance/ accounting |
35 |
2.3% |
3.8% |
|
|
3.8% |
Finance/ accounting |
|
2.2% |
Operations/ business development |
|
|
|
|
Analyst/ research |
27 |
1.8% |
2.9% |
|
|
2.9% |
Analyst/ research |
|
2.0% |
Manufacturing/ production |
|
|
|
|
Consultant |
11 |
0.7% |
1.2% |
|
|
1.2% |
Consultant |
|
1.2% |
Consultant |
|
|
|
|
Operations/ business development |
20 |
1.3% |
2.2% |
|
|
2.2% |
Operations/ business development |
|
1.1% |
Legal |
|
|
|
|
Legal |
10 |
0.7% |
1.1% |
|
|
1.1% |
Legal |
|
19.0% |
Other |
|
|
|
|
DK/NA |
76 |
4.9% |
8.3% |
|
|
8.3% |
DK/NA |
|
8.3% |
DK/NA |
|
|
|
|
Total |
1537 |
100.0% |
167.8% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
***CUSTOMERS AND SUPPLIERS*** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
FREQUENCIES |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
VARIABLES = q22 q23 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/ORDER=ANALYSIS. |
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Statistics |
|
|
|
|
|
|
|
|
|
|
|
|
|
q22 | Customer location |
q23 | Supplier and vendor location |
|
|
|
|
|
|
|
|
|
|
|
|
N |
Valid |
5137 |
5133 |
|
|
|
|
|
|
|
|
|
|
|
|
Missing |
421 |
425 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Frequency Table |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
q22 | Customer location |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
In-state |
3593 |
64.6 |
69.9 |
69.9 |
|
69.9% |
In-state |
|
|
|
|
|
|
|
In a bordering state but out of state |
267 |
4.8 |
5.2 |
75.1 |
|
5.2% |
In a bordering state but out of state |
|
|
|
|
|
|
|
In the United States, but outside of a bordering state |
1015 |
18.3 |
19.8 |
94.9 |
|
19.8% |
In the United States, but outside of a bordering state |
|
|
|
|
|
|
|
Outside of the United States |
105 |
1.9 |
2.0 |
96.9 |
|
2.0% |
Outside of the United States |
|
|
|
|
|
|
|
DK/NA |
157 |
2.8 |
3.1 |
100.0 |
|
3.1% |
DK/NA |
|
|
|
|
|
|
|
Total |
5137 |
92.4 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
421 |
7.6 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
q23 | Supplier and vendor location |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
In-state |
2518 |
45.3 |
49.1 |
49.1 |
|
49.1% |
In-state |
|
|
|
|
|
|
|
In a bordering state but out of state |
462 |
8.3 |
9.0 |
58.1 |
|
9.0% |
In a bordering state but out of state |
|
|
|
|
|
|
|
In the United States, but outside of a bordering state |
1563 |
28.1 |
30.5 |
88.5 |
|
30.5% |
In the United States, but outside of a bordering state |
|
|
|
|
|
|
|
Outside of the United States |
205 |
3.7 |
4.0 |
92.5 |
|
4.0% |
Outside of the United States |
|
|
|
|
|
|
|
DK/NA |
385 |
6.9 |
7.5 |
100.0 |
|
7.5% |
DK/NA |
|
|
|
|
|
|
|
Total |
5133 |
92.4 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
425 |
7.6 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
***POLICIES CONTRIBUTED TO SUCCESS*** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$q24 (q24_1 q24_2 q24_3 q24_4 q24_5 q24_6 (1,50)) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$q24. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Multiple Response |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Case Summary |
|
|
|
|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$q24a |
5116 |
92.0% |
442 |
8.0% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
$q24 Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$q24a |
Renewable Energy Investment Tax Credit |
1224 |
19.1% |
23.9% |
|
|
23.9% |
Renewable Energy Investment Tax Credit |
|
23.9% |
Renewable Energy Investment Tax Credit |
|
|
|
|
Clean Power Plan or EPA's Clean Power Plan |
294 |
4.6% |
5.7% |
|
|
5.7% |
Clean Power Plan or EPA's Clean Power Plan |
|
5.7% |
Clean Power Plan or EPA's Clean Power Plan |
|
|
|
|
State-level Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
692 |
10.8% |
13.5% |
|
|
13.5% |
State-level Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
|
13.5% |
State-level Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
|
|
|
|
Other |
914 |
14.3% |
17.9% |
|
|
17.9% |
Other |
|
0.7% |
Net metering |
|
|
|
|
None |
2517 |
39.4% |
49.2% |
|
|
49.2% |
None |
|
1.9% |
Utility rebates |
|
|
|
|
DK/NA |
105 |
1.6% |
2.1% |
|
|
2.1% |
DK/NA |
|
0.4% |
Accelerated depreciation |
|
|
|
|
Net metering |
35 |
0.5% |
0.7% |
|
|
0.7% |
Net metering |
|
0.4% |
Solar Renewable Energy Credits and Carve-Outs |
|
|
|
|
Utility rebates |
98 |
1.5% |
1.9% |
|
|
1.9% |
Utility rebates |
|
0.5% |
Production Tax Credit and other production incentives |
|
|
|
|
Accelerated depreciation |
18 |
0.3% |
0.4% |
|
|
0.4% |
Accelerated depreciation |
|
7.5% |
Other tax exemptions, credits, and rebates |
|
|
|
|
Solar Renewable Energy Credits and Carve-Outs |
20 |
0.3% |
0.4% |
|
|
0.4% |
Solar Renewable Energy Credits and Carve-Outs |
|
0.8% |
Grants and loans |
|
|
|
|
Production Tax Credit and other production incentives |
24 |
0.4% |
0.5% |
|
|
0.5% |
Production Tax Credit and other production incentives |
|
0.2% |
Property Assessed Clean Energy |
|
|
|
|
Other tax exemptions, credits, and rebates |
383 |
6.0% |
7.5% |
|
|
7.5% |
Other tax exemptions, credits, and rebates |
|
0.1% |
Renewable Energy Credits |
|
|
|
|
Grants and loans |
42 |
0.7% |
0.8% |
|
|
0.8% |
Grants and loans |
|
0.1% |
Feed-in-Tariff |
|
|
|
|
Property Assessed Clean Energy |
9 |
0.1% |
0.2% |
|
|
0.2% |
Property Assessed Clean Energy |
|
0.2% |
Energy Star and other rating programs |
|
|
|
|
Renewable Energy Credits |
3 |
0.0% |
0.1% |
|
|
0.1% |
Renewable Energy Credits |
|
17.9% |
Other |
|
|
|
|
Feed-in-Tariff |
6 |
0.1% |
0.1% |
|
|
0.1% |
Feed-in-Tariff |
|
49.2% |
None |
|
|
|
|
Energy Star and other rating programs |
12 |
0.2% |
0.2% |
|
|
0.2% |
Energy Star and other rating programs |
|
2.1% |
DK/NA |
|
|
|
|
Total |
6396 |
100.0% |
125.0% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
***BARRIERS TO SUCCESS*** |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$q25 (q25_1 q25_2 q25_3 q25_4 q25_5 q25_6 (1,50)) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$q25. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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Multiple Response |
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Case Summary |
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|
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|
Cases |
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|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$q25a |
5117 |
92.1% |
441 |
7.9% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
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|
|
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|
|
|
|
|
$q25 Frequencies |
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|
|
|
Responses |
Percent of Cases |
|
|
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|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$q25a |
EPA's carbon regulations |
153 |
2.9% |
3.0% |
|
|
3.0% |
EPA's carbon regulations |
|
3.4% |
State-level Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
|
|
|
|
Clean Power Plan or EPA's Clean Power Plan |
101 |
1.9% |
2.0% |
|
|
2.0% |
Clean Power Plan or EPA's Clean Power Plan |
|
3.3% |
Policy uncertainty/ insufficiency |
|
|
|
|
State-level Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
176 |
3.3% |
3.4% |
|
|
3.4% |
State-level Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
|
3.0% |
EPA's carbon regulations |
|
|
|
|
Other |
1380 |
26.1% |
27.0% |
|
|
27.0% |
Other |
|
2.1% |
Red tape regulations |
|
|
|
|
None |
2647 |
50.1% |
51.7% |
|
|
51.7% |
None |
|
2.0% |
Clean Power Plan or EPA's Clean Power Plan |
|
|
|
|
DK/NA |
423 |
8.0% |
8.3% |
|
|
8.3% |
DK/NA |
|
1.6% |
Utility oppositions, policies/ regulations |
|
|
|
|
Utility oppositions, policies/ regulations |
83 |
1.6% |
1.6% |
|
|
1.6% |
Utility oppositions, policies/ regulations |
|
0.5% |
Financing/ material costs |
|
|
|
|
Policy uncertainty/ insufficiency |
167 |
3.2% |
3.3% |
|
|
3.3% |
Policy uncertainty/ insufficiency |
|
0.4% |
Competition |
|
|
|
|
Red tape regulations |
105 |
2.0% |
2.1% |
|
|
2.1% |
Red tape regulations |
|
0.1% |
Finding qualified employees |
|
|
|
|
Competition |
18 |
0.3% |
0.4% |
|
|
0.4% |
Competition |
|
27.0% |
Other |
|
|
|
|
Financing/ material costs |
27 |
0.5% |
0.5% |
|
|
0.5% |
Financing/ material costs |
|
51.7% |
None |
|
|
|
|
Finding qualified employees |
5 |
0.1% |
0.1% |
|
|
0.1% |
Finding qualified employees |
|
8.3% |
DK/NA |
|
|
|
|
Total |
5285 |
100.0% |
103.3% |
|
|
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
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|
***SPECIFIC POLICIES*** |
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FREQUENCIES |
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|
VARIABLES = q26 q27 q28 q29 R1 R2 |
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|
/ORDER=ANALYSIS. |
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Frequencies |
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|
Statistics |
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|
|
q26 | Are you aware of or familiar with the Renewable Energy Investment Tax Credit or ITC? |
q27 | Effect of Renewable Energy Investment Tax Credit on business prospects |
q28 | Are you aware of or familiar with the EPA's Clean Power Plan? |
q29 | Expected impact of EPA's Clean Power Plan on business prospects |
R1 | Are you aware of or familiar with a Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) in your state? |
R2 | Impact of Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
|
|
|
|
|
|
|
|
N |
Valid |
3123 |
2568 |
3564 |
2046 |
3845 |
1737 |
|
|
|
|
|
|
|
|
Missing |
2435 |
2990 |
1994 |
3512 |
1713 |
3821 |
|
|
|
|
|
|
|
|
|
|
|
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|
|
Frequency Table |
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
q26 | Are you aware of or familiar with the Renewable Energy Investment Tax Credit or ITC? |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Yes |
1883 |
33.9 |
60.3 |
60.3 |
|
60.3% |
Yes |
|
|
|
|
|
|
|
No |
1154 |
20.8 |
37.0 |
97.2 |
|
37.0% |
No |
|
|
|
|
|
|
|
DK/NA |
86 |
1.5 |
2.8 |
100.0 |
|
2.8% |
DK/NA |
|
|
|
|
|
|
|
Total |
3123 |
56.2 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
2435 |
43.8 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
q27 | Effect of Renewable Energy Investment Tax Credit on business prospects |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Considerably Increased business prospects |
905 |
16.3 |
35.2 |
35.2 |
|
35.2% |
Considerably Increased business prospects |
|
|
|
|
|
|
|
Somewhat increased business prospects |
496 |
8.9 |
19.3 |
54.6 |
|
19.3% |
Somewhat increased business prospects |
|
|
|
|
|
|
|
No impact on business prospects |
944 |
17.0 |
36.8 |
91.3 |
|
36.8% |
No impact on business prospects |
|
|
|
|
|
|
|
Somewhat reduced business prospects |
41 |
0.7 |
1.6 |
92.9 |
|
1.6% |
Somewhat reduced business prospects |
|
|
|
|
|
|
|
Considerably reduced business prospects |
19 |
0.3 |
0.7 |
93.7 |
|
0.7% |
Considerably reduced business prospects |
|
|
|
|
|
|
|
DK/NA |
163 |
2.9 |
6.3 |
100.0 |
|
6.3% |
DK/NA |
|
|
|
|
|
|
|
Total |
2568 |
46.2 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
2990 |
53.8 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
q28 | Are you aware of or familiar with the EPA's Clean Power Plan? |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Yes |
1806 |
32.5 |
50.7 |
50.7 |
|
50.7% |
Yes |
|
|
|
|
|
|
|
No |
1644 |
29.6 |
46.1 |
96.8 |
|
46.1% |
No |
|
|
|
|
|
|
|
DK/NA |
114 |
2.1 |
3.2 |
100.0 |
|
3.2% |
DK/NA |
|
|
|
|
|
|
|
Total |
3564 |
64.1 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
1994 |
35.9 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
q29 | Expected impact of EPA's Clean Power Plan on business prospects |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Considerably Increase business prospects |
332 |
6.0 |
16.2 |
16.2 |
|
16.2% |
Considerably Increase business prospects |
|
|
|
|
|
|
|
Somewhat increase business prospects |
575 |
10.3 |
28.1 |
44.3 |
|
28.1% |
Somewhat increase business prospects |
|
|
|
|
|
|
|
No impact on business prospects |
772 |
13.9 |
37.7 |
82.1 |
|
37.7% |
No impact on business prospects |
|
|
|
|
|
|
|
Somewhat reduce business prospects |
85 |
1.5 |
4.2 |
86.2 |
|
4.2% |
Somewhat reduce business prospects |
|
|
|
|
|
|
|
Considerably reduce business prospects |
73 |
1.3 |
3.6 |
89.8 |
|
3.6% |
Considerably reduce business prospects |
|
|
|
|
|
|
|
DK/NA |
209 |
3.8 |
10.2 |
100.0 |
|
10.2% |
DK/NA |
|
|
|
|
|
|
|
Total |
2046 |
36.8 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
3512 |
63.2 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
R1 | Are you aware of or familiar with a Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) in your state? |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Yes |
1595 |
28.7 |
41.5 |
41.5 |
|
41.5% |
Yes |
|
|
|
|
|
|
|
No |
2117 |
38.1 |
55.1 |
96.5 |
|
55.1% |
No |
|
|
|
|
|
|
|
DK/NA |
133 |
2.4 |
3.5 |
100.0 |
|
3.5% |
DK/NA |
|
|
|
|
|
|
|
Total |
3845 |
69.2 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
1713 |
30.8 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
R2 | Impact of Renewable Portfolio Standard (RPS) or Energy Efficiency Resource Standard (EERS) |
|
|
|
|
|
|
|
|
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
Considerably Increase business prospects |
424 |
7.6 |
24.4 |
24.4 |
|
24.4% |
Considerably Increase business prospects |
|
|
|
|
|
|
|
Somewhat increase business prospects |
430 |
7.7 |
24.8 |
49.2 |
|
24.8% |
Somewhat increase business prospects |
|
|
|
|
|
|
|
No impact on business prospects |
641 |
11.5 |
36.9 |
86.1 |
|
36.9% |
No impact on business prospects |
|
|
|
|
|
|
|
Somewhat reduce business prospects |
54 |
1.0 |
3.1 |
89.2 |
|
3.1% |
Somewhat reduce business prospects |
|
|
|
|
|
|
|
Considerably reduce business prospects |
65 |
1.2 |
3.7 |
92.9 |
|
3.7% |
Considerably reduce business prospects |
|
|
|
|
|
|
|
DK/NA |
123 |
2.2 |
7.1 |
100.0 |
|
7.1% |
DK/NA |
|
|
|
|
|
|
|
Total |
1737 |
31.3 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
Missing |
System |
3821 |
68.7 |
|
|
|
|
|
|
|
|
|
|
|
|
Total |
5558 |
100.0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MULT RESPONSE GROUPS=$q30 (q30_1code q30_2code q30_3code (1,50)) |
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
/FREQUENCIES=$q30. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Multiple Response |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Case Summary |
|
|
|
|
|
|
|
|
|
|
Cases |
|
|
|
|
|
|
|
|
|
Valid |
Missing |
Total |
|
|
|
|
|
|
|
|
|
N |
Percent |
N |
Percent |
N |
Percent |
|
|
|
|
|
|
|
|
|
$q30a |
948 |
17.1% |
4610 |
82.9% |
5558 |
100.0% |
|
|
|
|
|
|
|
|
|
a. Group |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
$q30 Frequencies |
|
|
|
|
|
|
|
|
|
|
|
|
Responses |
Percent of Cases |
|
|
|
|
|
|
|
|
|
|
|
N |
Percent |
|
|
|
|
|
|
|
|
|
|
|
$q30a |
Utility rebates |
133 |
10.0% |
14.0% |
|
|
14.0% |
Utility rebates |
|
34.0% |
Other tax exemptions, credits, rebates |
|
|
|
|
Investment Tax Credit |
273 |
20.6% |
28.8% |
|
|
28.8% |
Investment Tax Credit |
|
28.8% |
Investment Tax Credit |
|
|
|
|
Renewable Energy Credits |
16 |
1.2% |
1.7% |
|
|
1.7% |
Renewable Energy Credits |
|
14.0% |
Utility rebates |
|
|
|
|
Renewable Portfolio Standards |
16 |
1.2% |
1.7% |
|
|
1.7% |
Renewable Portfolio Standards |
|
5.2% |
Solar Renewable Energy Credits |
|
|
|
|
Solar Renewable Energy Credits |
49 |
3.7% |
5.2% |
|
|
5.2% |
Solar Renewable Energy Credits |
|
3.8% |
Grants and loans (incl. Rural Energy for America Program) |
|
|
|
|
Production Tax Credit |
5 |
0.4% |
0.5% |
|
|
0.5% |
Production Tax Credit |
|
3.3% |
Net metering |
|
|
|
|
Net metering |
31 |
2.3% |
3.3% |
|
|
3.3% |
Net metering |
|
2.4% |
Accelerated depreciation |
|
|
|
|
Other tax exemptions, credits, rebates |
322 |
24.3% |
34.0% |
|
|
34.0% |
Other tax exemptions, credits, rebates |
|
2.1% |
Production incentives |
|
|
|
|
Carbon tax/ trading |
5 |
0.4% |
0.5% |
|
|
0.5% |
Carbon tax/ trading |
|
1.7% |
Renewable Energy Credits |
|
|
|
|
Feed-in-Tariff |
7 |
0.5% |
0.7% |
|
|
0.7% |
Feed-in-Tariff |
|
1.7% |
Renewable Portfolio Standards |
|
|
|
|
Grants and loans (incl. Rural Energy for America Program) |
36 |
2.7% |
3.8% |
|
|
3.8% |
Grants and loans (incl. Rural Energy for America Program) |
|
1.5% |
Property Assessed Clean Energy |
|
|
|
|
Property Assessed Clean Energy |
14 |
1.1% |
1.5% |
|
|
1.5% |
Property Assessed Clean Energy |
|
0.7% |
Feed-in-Tariff |
|
|
|
|
Other |
67 |
5.1% |
7.1% |
|
|
7.1% |
Other |
|
0.5% |
Production Tax Credit |
|
|
|
|
DK/NA |
307 |
23.2% |
32.4% |
|
|
32.4% |
DK/NA |
|
0.5% |
Carbon tax/ trading |
|
|
|
|
Production incentives |
20 |
1.5% |
2.1% |
|
|
2.1% |
Production incentives |
|
7.1% |
Other |
|
|
|
|
Accelerated depreciation |
23 |
1.7% |
2.4% |
|
|
2.4% |
Accelerated depreciation |
|
32.4% |
DK/NA |
|
|
|
|
Total |
1324 |
100.0% |
139.7% |
|
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|
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|
|
|
|
|
|
a. Group |
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|
***REVENUE*** |
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FREQUENCIES |
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VARIABLES = q31 |
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/ORDER=ANALYSIS. |
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Frequencies |
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Statistics |
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q31 | Revenue |
|
|
|
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|
|
|
|
|
|
|
|
|
|
N |
Valid |
5093 |
|
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|
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|
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|
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|
Missing |
465 |
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|
q31 | Revenue |
|
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|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
|
|
|
|
|
|
|
|
|
|
Valid |
All of it (100%) |
2253 |
40.5 |
44.2 |
44.2 |
|
44.2% |
All of it (100%) |
|
|
|
|
|
|
|
Half to most of it (50% to 99%) |
1103 |
19.8 |
21.7 |
65.9 |
|
21.7% |
Half to most of it (50% to 99%) |
|
|
|
|
|
|
|
A quarter to almost half of it (25% to 49%) |
447 |
8.0 |
8.8 |
74.7 |
|
8.8% |
A quarter to almost half of it (25% to 49%) |
|
|
|
|
|
|
|
Less than a quarter (1% to 24%) |
921 |
16.6 |
18.1 |
92.8 |
|
18.1% |
Less than a quarter (1% to 24%) |
|
|
|
|
|
|
|
DK/NA |
369 |
6.6 |
7.2 |
100.0 |
|
7.2% |
DK/NA |
|
|
|
|
|
|
|
Total |
5093 |
91.6 |
100.0 |
|
|
|
|
|
|
|
|
|
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|
Missing |
System |
465 |
8.4 |
|
|
|
|
|
|
|
|
|
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|
Total |
5558 |
100.0 |
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|