NJ SHARES The Evaluation of 2007 Grants October 20, 2008 Revised 11/21/08.
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Transcript of NJ SHARES The Evaluation of 2007 Grants October 20, 2008 Revised 11/21/08.
Evaluation Goals
• Characterize 2007 NJ SHARES grant recipients
• Characterize 2007 NJ SHARES grants
• Examine good faith payments
• Analyze post-grant payment compliance
2
Evaluation Components
• Part 1 – NJ SHARES database analysis– Characterizes grant recipients– Characterizes grants
• Part 2 – Utility transaction data analysis– “Good Faith” Payment Analysis– Grant Coverage Analysis– Post-Grant Payment Compliance
3
Evaluation Components
• Data received from:– ACE– Elizabethtown Gas– NJNG– PSE&G– SJG– JCP&L (Not usable)– Rockland (Not usable)
4
NJ SHARES Database Analysis2007 Grant Counts by Utility
5
UtilityNumber of
GrantsPercent of All
GrantsGrant Dollars
Percent of Grant Dollars
Atlantic City Electric 414 6% $136,106 4%
Elizabethtown 571 9% $326,337 8%
JCP&L 964 15% $321,354 8%
NJNG 552 8% $311,012 8%
PSE&G 3,510 54% $2,450,168 64%
Rockland 40 1% $12,779 <1%
SJG 485 7% $284,427 7%
TOTAL 6,536 100% $3,842,183 100%
NJ SHARES Database Analysis Q1 Grant Counts by Type
6
Type Q1 2006 Q1 2007 Q1 2008
Electric Only 683 17% 715 19% 1,007 24%
Gas Only 756 19% 832 22% 1,036 24%
Electric & Gas 2,416 61% 2,031 55% 1,979 46%
Electric Heat 113 3% 140 4% 236 6%
TOTAL 3,968 3,718 4,258
NJ SHARES Database Analysis 2007 Grant Counts by County
7
CountyNumber Served
Percent of Total
CountyNumber Served
Percent of Total
Atlantic 180 2.8% Middlesex 613 9.4%
Bergen 228 3.5% Monmouth 521 8.0%
Burlington 209 3.2% Morris 259 4.0%
Camden 440 6.7% Ocean 495 7.6%
Cape May 44 0.7% Passaic 300 4.6%
Cumberland 138 2.1% Salem 41 0.6%
Essex 1,072 16.4% Somerset 165 2.5%
Gloucester 226 3.5% Sussex 61 0.9%
Hudson 487 7.5% Union 593 9.1%
Hunterdon 27 0.4% Warren 63 1.0%
Mercer 371 5.7% TOTAL 6,533 100.0%
NJ SHARES Database Analysis Years Received Grants, 2005-2008
8
Number of Years Percent of Grant Recipients
1 Year 82%
2 Years 13%
3 Years 4%
4 Years 1%
Number of Years Percent of Grant Recipients
1 Year 82%
2 Years 13%
3 Years 4%
4 Years 1%
NJ SHARES Database Analysis Household Members Contributing to Income
9
Household Members
2005 Recipients 2006 Recipients 2007 Recipients
None <1 % 0% 0%
One 75% 73% 72%
Two 22% 24% 25%
Three or More 3% 3% 3%
Mean Number 1.3 1.3 1.3
NJ SHARES Database Analysis 2005-2007 Recipient Income Sources
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Income Source 2005
Recipients 2006
Recipients 2007
Recipients
Employment 88% 89% 88%
Pension or Social Security
12% 12% 13%
Unemployment Compensation
6% 5% 5%
Disability 5% 4% 5%
Child Support 4% 4% 3%
Other 3% 3% 3%
NJ SHARES Database Analysis 2005-2007 Annual Household Income
11
Annual Household Income
2005 Recipients
2006 Recipients
2007 Recipients
< $10,000 <1% 0% 0%
$10,000 - $19,999 9% 6% 5%
$20,000 - $29,999 31% 28% 22%
$30,000 - $39,999 28% 29% 29%
$40,000 + 31% 38% 45%
Mean Annual Income $35,942 $38,921 $41,844
NJ SHARES Database Analysis 2005-2007 Household Poverty Level
12
Household Poverty Level
2005 Recipients
2006 Recipients
2007 Recipients
<175% 6% 6% 5%
175% - 199% 26% 24% 20%
200% - 249% 32% 32% 30%
250% - 299% 17% 16% 17%
300% + 19% 22% 28%
Mean Poverty Level 251% 257% 273%
NJ SHARES Database Analysis 2005-2007 Household Composition
13
Note: A household can be included in more than one category.
Household Composition
2005 Recipients
2006 Recipients
2007 Recipients
<6 Years Old 29% 26% 28%
≤ 18 Years Old 61% 60% 64%
> 60 Years Old 8% 8% 13%
NJ SHARES Database Analysis 2005-2007 Household Composition
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Note: “Single Parent” and “Elderly Only” households were identified using the age grouping variables, in the database not the variable “Category”.
Household Composition
2005 Recipients
2006 Recipients
2007 Recipients
Single Parent 14% 13% 27%
Elderly Only 4% 5% 9%
NJ SHARES Database Analysis 2006-2007 Household Poverty Level
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Household Poverty Level
Household Composition
2006 Recipients 2007 Recipients
All ≤ 18 Years Old
> 60 Years Old All ≤ 18 Years
Old > 60 Years
Old
<175% 6% 7% 5% 5% 6% 5%
175% - 199% 24% 27% 26% 20% 22% 18%
200% - 249% 32% 33% 32% 30% 32% 30%
250% - 299% 16% 16% 16% 17% 18% 16%
300% + 22% 16% 21% 28% 23% 31%
TOTAL 100% 100% 100% 100% 100% 100%
NJ SHARES Database Analysis 2006-2007 Household Poverty Level
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Household Poverty Level
Household Composition
2006 Recipients 2007 Recipients
All Single Parent
Elderly Only
All Single Parent
Elderly Only
<175% 6% 11% 5% 5% 7% 5%
175% - 199% 24% 34% 26% 20% 24% 18%
200% - 249% 32% 34% 32% 30% 33% 28%
250% - 299% 16% 13% 16% 17% 18% 15%
300% + 22% 8% 21% 28% 18% 33%
TOTAL 100% 100% 100% 100% 100% 100%
NJ SHARES Database Analysis 2005-2007 Recipient Household Size
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Household Size
2005 Recipients
2006 Recipients
2007 Recipients
1 26% 22% 24%
2 30% 30% 28%
3 21% 22% 21%
4 14% 15% 17%
5 + 9% 10% 11%
Mean Size 2.5 2.7 2.7
NJ SHARES Database Analysis 2005-2007 Main Heating Fuel
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Main Heating Fuel
2005 Recipients
2006 Recipients
2007 Recipients
Natural Gas 82% 83% 84%
Electric 13% 11% 11%
Oil 5% 5% 4%
Propane <1% <1% <1%
Other <1% <1% <1%
NJ SHARES Database Analysis 2005-2007 Recipient-Reported Bill Balance at Grant Application
19
Reported Bill Balance
2005 Recipients
2006 Recipients
2007 Recipients
< $250 8% 8% 7%
$250 - $499 25% 20% 23%
$500 - $749 23% 22% 24%
$750 - $999 16% 15% 17%
$1,000 + 29% 35% 29%
Mean Balance $892 $993 $879
NJ SHARES Database Analysis 2007 Recipient-Reported Bill Balance at Grant Application
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Bill Balance
Percent of Federal Poverty Level
< 175% 175-199% 200-249 % 250-299% 300% +
< $500 29% 30% 32% 30% 27%
$500 - $749 26% 23% 23% 25% 23%
$750 + 45% 47% 46% 45% 50%
Mean Balance $836 $873 $864 $883 $932
NJ SHARES Database Analysis Mean 2005-2007 Recipient-Reported Bill Balance at Grant Application
21
Grant Type 2005 Recipients 2006 Recipients 2007 Recipients
Electric Only $563 $566 $557
Gas Only $654 $740 $762
Electric & Gas $1,108 $1,268 $1,168
Electric Heat $831 $823 $904
All Grants $892 $993 $879
NJ SHARES Database Analysis Collections Actions Pending at Grant Application for 2005-2007 Recipients
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Note: Percentages may not sum to 100% because a household with grants for more than one utility may have two different collections actions.
Collections Actions 2005
Recipients 2006
Recipients 2007
Recipients
Past Due Balance 8% 3% 17%
Past Due Warning Notice 47% 18% 17%
Shut-Off Date Not Passed 20% 22% 20%
Shut-Off Date Passed 26% 49% 41%
Utility Shut-Off 0% 9% 4%
NJ SHARES Database Analysis 2005-2007 Reason for Grant Application
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Reason for Application 2005
Recipients 2006
Recipients 2007
Recipients
Temporary Financial Crisis 60% 68% --
High Energy Costs 27% 24% 69%
Medical/Health 7% 5% 11%
Unemployment 3% 2% 6%
Reduced Hours/Change in Employment
-- -- 6%
Other 3% 2% 8%
NJ SHARES Database Analysis Detailed 2007 Recipient “Other” Reasons for Grant Application
– Temporary financial crisis
– Household changes (spouse leaving or dying or a new baby in the home)
– Car repairs
– Meter read after months of low, estimated bills
– Over income limit for LIHEAP
– Mortgage, rent, or child support arrearages or increases
– Medical costs
– Home repairs
– Moving costs
– Other bills
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NJ SHARES Database Analysis 2005-2007 Grant Amounts
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Grant Amount 2005 Recipients 2006 Recipients 2007 Recipients
< $300 45% 14% 11%
$300 <1% 14% 20%
$301 - $699 55% 28% 24%
$700 0% 10% 17%
$700 - $999 0% 12% 10%
$1,000 0% 22% 17%
Mean Grant $373 $603 $588
NJ SHARES Database Analysis 2007 Grant Amounts
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Grant Amount Grant Type
Electric Only Gas Only Electric & Gas Electric Heat
< $300 25% 10% 4% 5%
$300 75% <1% <1% 2%
$301 - $699 0% 40% 28% 34%
$700 <1% 50% <1% 58%
$700 - $999 0% 0% 25% 0%
$1,000 0% 0% 43% 0%
Mean Grant $277 $573 $797 $600
NJ SHARES Database Analysis 2007 Mean Grant Amount by Utility
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Utility 2005
Recipients 2006
Recipients 2007
Recipients
Atlantic City Electric $286 $331 $329
Elizabethtown $237 $504 $572
JCP&L $278 $303 $333
NJNG $246 $557 $563
PSE&G $420 $669 $698
Rockland $237 $284 $319
SJG $236 $544 $586
PART 2Utility Data Analysis Methodology• Focused on Q1 2007 grant recipients
• Transaction data from participating utilities
• Files contain payments, charges, account balances
• Analyzed:
– Existence of “Good Faith Payment”
– Grant coverage of pre-grant balances
– Ratio of payments made to charges incurred at key intervals
• Used Q1 2006 and Q1 2008 recipients as comparison groups
28
Utility Data Analysis Sample Group Definitions
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Q1 2007 Recipient Treatment Group
Q1 2006 Recipient Comparison Group
Q1 2008 Recipient Comparison Group
Accounts IncludedAll Q1 2007 grant
recipients
Accounts receiving grants in Q1 2006
only
Accounts receiving grants in Q1 2008 that did not receive grants in Q1 2007
Analysis Period Starts 1 day following grant1 year + 1 day after
grant1 year + 1 day before
grant
Analysis Period Ends1 year + 1 day after
grant2 years + 1 day after
grant1 day before grant
Analysis Period Span Q1 2007– Q1 2008 Q1 2007– Q1 2008 Q1 2007– Q1 2008
Utility Data Analysis Sample Group Definitions (continued)
30
2006
Q1 2007 ANALYSIS PERIOD
Q1 2006 ANALYSIS PERIOD
Q1 2008 ANALYSIS PERIOD
GRANT DATE
GRANT DATE + 1 YEAR + 1 DAYGRANT DATE + 1 DAY
GRANT DATE
GRANT DATE – 1 DAY
2007 2008
GRANT DATE + 1 DAY
GRANT DATE
1 YEAR
“Good Faith” Payment Analysis “Good Faith” Period Definition
31
• The “Good Faith” payment period is defined as 90 days prior to intake through the day before the grant is applied to the account.
• Only payments made by the customer are counted.
INTAKE DATE – 90 DAYS
INTAKE DATE
GRANT DATE
“GOOD FAITH” PERIOD
GRANT DATE – 1 DAY
“Good Faith” Payment AnalysisAttrition Analysis
32
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
Number Submitted 3,857 3,902 3,435
Number Returned 2,889 3,041 2,999
Eligible for Analysis* 1,445 1,974 2,789
Percent of Requested Accounts
37% 51% 81%
* An account is eligible for analysis if we were able to find the NJ SHARES grant in the transaction data and if we were able to duplicate the utility-reported account balances.
“Good Faith” Payment AnalysisPercent Making “Good Faith” Payment
33
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
96% 96% 98%
“Good Faith” Payment Analysis
34
PaymentsQ1 2006
RecipientsQ1 2007
RecipientsQ1 2008
Recipients
$0 2% 2% 1%
$1 - $99 2% 2% 1%
$100 11% 15% 9%
$101 - $250 26% 27% 23%
$251 - $500 34% 30% 28%
$501 + 25% 25% 38%
Mean Payment $394 $375 $502
“Good Faith” Payment Analysis Q1 2007 Recipients
35
PaymentsFederal Poverty Level
< 175% 175-199% 200-249% 250-299% ≥ 300%
$0 0% 2% 1% 2% 2%
$1 - $99 2% 2% 2% 2% 2%
$100 24% 16% 15% 16% 12%
$101 - $250 24% 28% 25% 28% 25%
$251 - $500 29% 31% 31% 25% 32%
$501 + 21% 21% 26% 27% 27%
Mean Payment $340 $352 $379 $399 $396
“Good Faith” Payment Analysis Number of Payments for Those Paying at Least $100
36
PaymentsQ1 2006
RecipientsQ1 2007
RecipientsQ1 2008
Recipients
25th Percentile 1 1 2
50th Percentile 2 2 2
75th Percentile 3 3 4
Mean Number of Payments
2.4 2.2 3.0
Grant Coverage AnalysisAttrition Analysis
37
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
Number Submitted 3,857 3,902 3,435
Number Returned 2,889 3,041 2,999
Eligible for Analysis* 1,834 2,473 2,874
Percent of Requested Accounts
48% 63% 84%
* An account is eligible for analysis if we were able to find the NJ SHARES grant in the transaction data and if we were able to duplicate the utility-reported account balances.
Grant Coverage Analysis Q1 2006-Q1 2008 Grant Coverage
38
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
Mean Pre-Grant Balance $892 $1,062 $1,173
Mean Grant $500 $589 $643
Mean Post-Grant Balance $392 $473 $530
Mean Percent of Pre-Grant Balances Covered
67% 68% 68%
Grant Coverage Analysis Q1 2007 Grant Coverage Distribution
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Percentile
10% 25% 50% 75% 90%
Percent of Pre-Grant Balances Covered
32% 47% 64% 85% 100%
Grant Coverage Analysis Q1 2007 Grant Coverage
40
Q1 2007 Recipients
Electric Only Gas Only Electric & Gas Electric Heat
Mean Pre-Grant Balance $755 $992 $1,278 $1,017
Mean Grant $277 $555 $777 $573
Mean Post-Grant Balance $477 $437 $502 $444
Mean Percent of Pre-Grant Balances Covered
55% 73% 72% 67%
Payment Compliance AnalysisAttrition Analysis
41
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
Number Submitted 3,023 3,902 3,435
Number Returned 1,831 3,041 2,999
Accounts with Usable Data* 1,764 2,826 2,881
Amount of Data Available for Analysis
3 Months 1,458 2,370 2,097
6 Months 1,410 2,256 2,060
9 Months 1,357 2,144 1,992
12 Months 1,303 2,041 1,895
Percent of Requested Accounts 43% 52% 55%* An account has usable data if it appears to have received the NJ SHARES grant and if we were able to duplicate the utility-reported account balances.
Payment Compliance Analysis Mean Percent of Bills Paid
42
Q1 2006 Recipients Q1 2007 Recipients Q1 2008 Recipients
3 Months 143% 82% 113%
6 Months 131% 95% 110%
9 Months 111% 93% 101%
12 Months 100% 83% 81%
Payment Compliance Analysis Mean Percent of Bills PaidAccounts with 12 Months of Data
43
Q1 2006 Recipients Q1 2007 Recipients Q1 2008 Recipients
3 Months 140% 79% 113%
6 Months 130% 91% 110%
9 Months 111% 90% 101%
12 Months 100% 83% 81%
Payment Compliance Analysis Accounts with 12 Months of Data
44
Q1 2006 Recipients Q1 2007 Recipients Q1 2008 Recipients
Pay ≥ 100% Pay ≥ 90% Pay ≥ 100% Pay ≥ 90% Pay ≥ 100% Pay ≥ 90%
3 Months 67% 72% 27% 34% 53% 59%
6 Months 70% 78% 33% 44% 54% 65%
9 Months 63% 77% 30% 46% 51% 66%
12 Months 49% 71% 19% 36% 13% 30%
Payment Compliance Analysis Percent of Bills Paid Recipients with 12 Months of Data
45
Percent of Bills Paid
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
< 50% 3% 7% 5%
50% - 75% 8% 27% 28%
76% - 90% 18% 30% 36%
91% - 99% 23% 17% 17%
100% + 49% 19% 13%
Mean 100% 83% 81%
Payment Compliance Analysis Mean Bill Balance
46
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
Starting Balance $679 $380 $587
3 Months $519 $550 $563
6 Months $441 $495 $531
9 Months $517 $513 $581
12 Months $692 $773 $1,032
Payment Compliance Analysis Mean Bill BalanceAccounts with 12 Months of Data
47
Q1 2006 Recipients
Q1 2007 Recipients
Q1 2008 Recipients
Starting Balance $661 $348 $574
3 Months $506 $520 $549
6 Months $429 $475 $518
9 Months $507 $511 $570
12 Months $692 $773 $1,032
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients
48
11%
13%
6%70%
Percent of Q1 2007 Recipients
Ending Balance < $100
Balance Declined, Ending Balance ≥ $100
Balance Increased by < $100
Balance Increased by ≥ $100
Successful (24%)
Marginal Success (6%)
Need More Help(70%)
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
49
Ending Balance <$100
Balance Declined, Ending Balance
≥ $100
Balance Increased by
<$100
Balance Increased by
≥ $100
Number of Customers 230 251 125 1,435
Percent of Customers 11% 13% 6% 70%
Mean Pre-Grant Balance $618 $1,646 $935 $1,011
Mean Grant Amount $493 $599 $538 $617
Mean Post-Grant Balance $125 $1,047 $397 $394
Mean Number of Payments* 10 11 10 9
Mean Percent of Bills Paid 105% 118% 97% 72%* Note: Only customer payments are counted.
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
50
Ending Balance <$100
Balance Declined, Ending Balance
≥ $100
Balance Increased by
<$100
Balance Increased by
≥ $100
Number of Customers 230 251 125 1,435
Percent of Customers 11% 13% 6% 70%
Mean Charges $1,976 $2,525 $2,319 $2,667
Mean Payments $2,082 $2,930 $2,269 $1,979
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
51
Balance Increased by $100 - $399
Balance Increased by $400 - $999
Balance Increased by
$1,000 +
Number of Customers 487 634 314
Percent of Customers 24% 31% 15%
Mean Pre-Grant Balance $789 $981 $1,427
Mean Grant Amount $513 $626 $765
Mean Post-Grant Balance $276 $355 $662
Mean Number of Payments* 9 9 8
Mean Percent of Bills Paid 84% 70% 57%
* Note: Only customer payments are counted.
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
52
Balance Increased by $100 - $399
Balance Increased by $400 - $999
Balance Increased by
$1,000 +
Number of Customers 487 634 314
Percent of Customers 24% 31% 15%
Mean Charges $2,038 $2,570 $3,839
Mean Payments $1,785 $1,928 $2,382
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
53
Ending Balance <$100
Balance Declined, Ending Balance
≥ $100
Balance Increased by
<$100
Balance Increased by
≥ $100
Number of Customers 230 251 125 1,435
Percent of Customers 11% 13% 6% 70%
Mean Starting Balance $81 $976 $327 $283
Mean Ending Balance -$26 $571 $377 $971
Percent Paying ≥ 90% 84% 100% 99% 11%
Percent Paying ≥ 100% 60% 100% 0% 0%
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
54
Balance Increased by $100 - $399
Balance Increased by $400 - $999
Balance Increased by
$1,000 +
Number of Customers 487 634 314
Percent of Customers 24% 31% 15%
Mean Starting Balance $213 $234 $490
Mean Ending Balance $466 $875 $1,948
Percent Paying ≥ 90% 30% 3% 0%
Percent Paying ≥ 100% 0% 0% 0%
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
Ending Balance <$100
Balance Declined, Ending Balance
≥ $100
Balance Increased by
<$100
Balance Increased by
≥ $100
Number of Customers 230 251 125 1,435
Percent of Customers 11% 13% 6% 70%
Median Annual Income $36,186 $38,076 $39,672 $37,344
< 175% FPL 4% 7% 4% 5%
175% – 199% FPL 19% 17% 23% 20%
200% - 249% FPL 29% 30% 27% 30%
250% - 299% FPL 19% 17% 18% 18%
≥ 300% FPL 30% 29% 28% 29%
Percent Single-Parent 17% 23% 22% 28%
Percent Elderly-Only 18% 8% 7% 8%
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
56
Balance Increased by $100 - $399
Balance Increased by $400 - $999
Balance Increased by
$1,000 +
Number of Customers 487 634 314
Percent of Customers 24% 31% 15%
Median Annual Income $36,612 $37,200 $38,700
< 175% FPL 4% 5% 3%
175% – 199% FPL 18% 19% 23%
200% - 249% FPL 32% 30% 26%
250% - 299% FPL 18% 18% 16%
≥ 300% FPL 28% 28% 31%
Percent Single-Parent 25% 29% 30%
Percent Elderly-Only 8% 9% 8%
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
57
Grant TypeEnding Balance
<$100
Balance Declined, Ending Balance
≥ $100
Balance Increased by
<$100
Balance Increased by
≥ $100
Electric Only 22% 27% 24% 20%
Gas Only 47% 35% 42% 26%
Electric & Gas 30% 35% 32% 51%
Electric Heat 1% 3% 2% 3%
Total 100% 100% 100% 100%
Payment Compliance Analysis Segmentation Analysis of Q1 2007 Grant Recipients (continued)
58
Grant TypeBalance
Increased by $100 - $399
Balance Increased by $400 - $999
Balance Increased by
$1,000 +
Electric Only 27% 18% 12%
Gas Only 28% 26% 23%
Electric & Gas 42% 53% 63%
Electric Heat 3% 3% 2%
Total 100% 100% 100%
Payment Compliance Analysis Q1 2007 Grant Recipients Receiving USF or LIHEAP in the 12 Months Following Grant
59
Utility Percent Receiving USF or LIHEAP
ACE 19%
Elizabethtown 6%
NJNG 8%
PSE&G 7%
SJG 14%
TOTAL 9%