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Assets and neighboring: an exploration into household assets and efforts to be a good neighbor.


A non-random, cross-sectional sampling procedure was utilized in this study to explore the relationship between the level of household assets and their corresponding level of neighboring neigh·bor  
n.
1. One who lives near or next to another.

2. A person, place, or thing adjacent to or located near another.

3. A fellow human.

4. Used as a form of familiar address.

v.
. Surveys from 111 households were collected from September 1997, to April 1999, in seven Ohio counties Ohio County is the name of three counties in the United States:
  • Ohio County, Indiana
  • Ohio County, Kentucky
  • Ohio County, West Virginia
See also: Ohio Country
 to elucidate e·lu·ci·date  
v. e·lu·ci·dat·ed, e·lu·ci·dat·ing, e·lu·ci·dates

v.tr.
To make clear or plain, especially by explanation; clarify.

v.intr.
To give an explanation that serves to clarify.
 the relationship between the level of assets in working poor households and selected household demographic variables, and their propensity to provide various forms of community assistance over the previous month from the time of survey. Findings revealed that households 1) with more than one adult and 2) with lower levels of monthly earned income Sources of money derived from the labor, professional service, or entrepreneurship of an individual taxpayer as opposed to funds generated by investments, dividends, and interest.  were more likely to provide community assistance to their neighbors. The implications of an asset-based social welfare policy strategy will be discussed.

Introduction

The theoretical model utilized in this study is Sherraden's (1991) asset-based theory of economic and social development. Sherraden is the current director of the Center for Social Development (CSD CSD Commission on Sustainable Development
CSD Serbian Dinar (ISO currency code)
CSD Christopher Street Day
CSD Circuit Switched Data (Sprint)
CSD Computer Science Department
CSD Community School District
) at Washington University Washington University, at St. Louis, Mo.; coeducational; est. as Eliot Seminary 1853, opened 1854, renamed 1857. It has a well-known medical school and school of social work as well as research centers for radiology, space studies, engineering computing, and the , and the survey tool (obtained by permission from CSD) used for data collection is similar to the one the CSD developed for their current national evaluation of asset-based programs or Individual Development Accounts, referred to as IDAs throughout this paper. Sherraden promotes a synthesis of economic development and social welfare via long-term asset Long-term assets or noncurrent assets are those assets usually in service over one year such as lands and buildings, plants and equipment, and long-term investments. These often receive favorable tax treatment over current assets.  accounts aimed at accumulating savings for life goals via the establishment of matched savings accounts Savings Account

A deposit account intended for funds that are expected to stay in for the short term. A savings account offers lower returns than the market rates.

Notes:
 or IDAs for working poor individuals and households. Accumulated savings can then be converted into long-term assets Long-Term Assets

1. Reported on the balance sheet, it's the value of a company's property, equipment and other capital assets, less depreciation.

2. A stock, bond or other asset that you plan on holding in your portfolio for a lengthy period of time.
 in the form of home ownership, continuing education continuing education: see adult education.
continuing education
 or adult education

Any form of learning provided for adults. In the U.S. the University of Wisconsin was the first academic institution to offer such programs (1904).
, and/or a small business. While postulating a long list of potential benefits due to asset accumulation via IDA's, this paper will focus primarily on Sherraden's hypothesis that increased levels of material and human assets are associated with higher levels of community assistance/neighboring.

Numerous researchers have elucidated the relationship between the economic survival strategies of working poor households and their reliance on neighboring, support networks, and the informal economy (Edin and Lein, 1997; Parcel and Menaghan, 1997; Duncan and Brooks-Gunn, 1997; Wilson, 1996; Mingione, 1991). The plight of the working poor is of tremendous importance to our society due to the fact that nearly one in five children in America today lives in poverty and the working poor population is rapidly expanding (U.S. Census, 2000; Children's Defense Fund The Children's Defense Fund (CDF) is a national organization that is committed to the social Welfare of children. Founded in 1973, the nonprofit group uses its annual $9 million budget to lobby legislators and to speak out publicly on a broad array of issues on the law, the family, and , 2000; Zaslow and Emig, 1997; Caputo, 1991). Social welfare researchers have challenged the efficacy of a laizze-fare capitalistic cap·i·tal·is·tic  
adj.
1. Of or relating to capitalism or capitalists.

2. Favoring or practicing capitalism: a capitalistic country.
 economic model which results in even greater social and economic disparity between social classes, communities, and geographic regions, even when the poor are working (Midgley, 1995; Kondrat, 1994; Estes, 1993; Smith and Wallerstein, 1992).

What Sherraden (1991) proposes is a theory of asset-based welfare policy in which the poor are provided the opportunities/life chances (Darendorf, 1979), just like middle and upper-class Americans, to establish a financial stake in the American economic system via the holding of actual material/human capital assets capital assets n. equipment, property, and funds owned by a business. (See: capital, capital account) . Individual Development Accounts (IDAs) are the primary social welfare policy tool advocated by Sherraden to provide a financial stakehold for the working poor. However, little research has been completed to date as to the effectiveness of IDAs as an anti-poverty strategy for working poor households. The primary research question concerning IDA Ida (ē`dä), city (1990 pop. 91,859), Nagano prefecture, central Honshu, Japan, on the Tenryu River. It is an agricultural market and railway junction.  implementation addressed in this paper is whether or not higher levels of asset accumulation by working poor households are associated with higher levels of community assistance/neighboring? Or, as some social researchers have observed, will IDAs (asset accumulation) actually lead to less neighboring and sense of community (Lasch, 1995; Putnam, 1994; Rohe and Stegman, 1994), leaving behind those households with the lowest levels of material capital and human assets?

Specifically, the research question addressed in this paper is: what is the relationship between the level of assets in working poor households at the time of this study, including key household demographic characteristics, and their corresponding level of neighboring?

Methodololgy

This study is a secondary analysis of data collected for the purpose of evaluating the effectiveness of various forms of Resident Development Fund (RDF (Resource Description Framework) A recommendation from the W3C for creating meta-data structures that define data on the Web. RDF is designed to provide a method for classification of data on Web sites in order to improve searching and navigation (see Semantic Web). ) Projects financed by Ohio Capital Corporation for Housing (OCCH OCCH Office of the Chief of Chaplains ). OCCH is a not-for-profit housing corporation providing more than 4,000 units of subsidized housing Subsidized housing (aka social housing) is government supported accommodation for people with low to moderate incomes. To meet these goals many governments promote the construction of affordable housing.  in 68 project locations across Ohio. OCCH's Resident Development Fund is $300,000 set aside for the "purpose of supporting initiatives to create opportunities for residents of affordable housing to improve their economic situation and achieve greater self-sufficiency" (OCCH Annual Report, p. 6, 1996). Of the numerous OCCH Resident Development Fund projects funded during the study, seven were structured around the implementation of Individual Development Accounts (IDAs) as conceptualized by Sherraden (1991). Monthly savings by IDA participants were matched by OCCH funds by a ratio of 2-to-1. That is, for each dollar a participant saved, OCCH deposited two dollars in their savings account. Matching funds Noun 1. matching funds - funds that will be supplied in an amount matching the funds available from other sources
cash in hand, finances, funds, monetary resource, pecuniary resource - assets in the form of money
 could only be utilized by participants for three "legitimate" uses: 1) to purchase a home, 2) to continue education, or 3) to start a small business.

Surveys from 111 OCCH households are used in this study to contribute to our understanding of the relationship between the level of household assets at the time of survey and the resultant level of neighboring/community assistance given by the household over the last month. Table one is a compilation of the descriptive statistics descriptive statistics

see statistics.
 measured in the 111 households. Gender was dropped from the analysis due to 86% of the households surveyed being female-headed, resulting in an insufficient sample size for a statistically valid analysis.

Sampling

A non-random, cross-sectional sampling procedure was utilized in which all potential IDA program participants (heads of households) were asked to fill out the IDA program evaluation Program evaluation is a formalized approach to studying and assessing projects, policies and program and determining if they 'work'. Program evaluation is used in government and the private sector and it's taught in numerous universities.  survey before entry into the IDA program. The study period began with the implementation of OCCH's Resident Development Fund in September 1997. The last data was collected in April 1999. Only those households with income from labor market labor market A place where labor is exchanged for wages; an LM is defined by geography, education and technical expertise, occupation, licensure or certification requirements, and job experience  participation were eligible to participate in an IDA. Steps were taken to insure the participant confidentiality of both groups by only using the first and last initial of the head of household's name along with the last four digits of their Social Security number to identify their survey responses. A verbal informed consent was also obtained from each participant who completed the questionnaire, informing them of the research purposes of the study and insuring each participant of their confidentiality. Persons were not required to complete the questionnaire to receive services.

Sample Demographics

From table one, we see that 60 percent of households surveyed reported African American African American Multiculture A person having origins in any of the black racial groups of Africa. See Race.  as their race, with 95 percent of the sample population ranging in age from 21 to 44, indicating that variation in age among the majority of respondents was fairly narrow. For the total number of adults (18 years of age or older) in each household, values reported ranged from one to six with 61 percent of all households reporting only one adult. Two-adult households represented an additional 34 percent of all households reporting, with a cumulative percent between these two categories of 95 percent. Concerning the total number of children (17 and younger) reported in each household, values ranged from a low of zero (16 households) to a high of seven (one household). The mean number of children reported is 1.7. Based on these findings, the "typical" respondent is a female, African-American single-parent, 33 years old, with two children. Forty-seven percent of respondents reported an education level of four (attended some college) with 26 percent reporting a high school education as their highest level of education completed. Therefore, to the above "typical" 33 year-old, female, African-American single-parent survey respondent could be added an educational level of having attended some college. Finally, the average monthly earned income (before taxes) for the "typical" household surveyed was $1200.

Data Analyses

The independent variables entered in the multiple regression Multiple regression

The estimated relationship between a dependent variable and more than one explanatory variable.
 analysis are: age and race of head of household, number of adults, and number of children in household, total household monthly earned income, total household material capital assets, total household debt, and the education level of head of household. Material capital assets are considered to be "long-term", providing households with financial stability and a "stakehold" in their lives and communities (Sherraden, 1991). Examples of material capital assets in this study include automobile ownership Automobile ownership is the sum of all the aspects associated with owning an automobile. In developed countries owning an automobile has become very common because it is a widely available form of transportation. , as well as savings account balances. Because more than half of the households surveyed had a zero balance in their savings accounts and the remainder had negligible balances, a decision was made to include checking account balances as material capital assets.

The dependent variable entered in the multiple regression analysis is community assistance given (or level of neighboring). This concept refers to a participant's giving of community supports/services during the last month. This dependent variable was indicated by the literature review in the form of the level of "neighboring" that occurs in a community and its hypothesized relationship to a household's level of assets. As stated earlier, Sherraden (1991) hypothesizes that increases in assets will result in increases in community assistance/neighboring. However, the empirical evidence is mixed, with one study noting that levels of neighboring actually declined when comparing home owners home owner home npropriétaire occupant  to tenants, but that women who perceived positive changes occurring in the neighborhood were also more apt to be a good neighbor (Rohe and Stegman, 1994).

In this study, the level of survey participants' community assistance given over the last month is measured by their responses to the following nine survey questions regarding various forms of help: 1) helped with baby-sitting or child care, 2) cared for or stayed with an older or disabled adult, 3) given someone a ride, 4) helped with repairs to someone's home or car, 5) made phone calls or written/interpreted letters, 6) given someone food or loaned someone a tool, 7) helped with other kinds of work around the house, 8) watched someone's home or helped care for a pet, 9) given advice, encouragement, or emotional support? The range of possible scores for a study participant's level of community assistance given over the last month varies from a possible low score of 0 to a high score of 9. A Cronbach's alpha Cronbach's (alpha) has an important use as a measure of the reliability of a psychometric instrument. It was first named as alpha by Cronbach (1951), as he had intended to continue with further instruments.  was calculated for the community assistance given scale, yielding a value of .6350, indicating a moderate degree of internal reliability. All study participants responded to this measure, with an overall sample score of 5.65 and a median score of 6.00, indicating a slightly negatively skewed skewed

curve of a usually unimodal distribution with one tail drawn out more than the other and the median will lie above or below the mean.

skewed Epidemiology adjective Referring to an asymmetrical distribution of a population or of data
 sample. The standard deviation In statistics, the average amount a number varies from the average number in a series of numbers.

(statistics) standard deviation - (SD) A measure of the range of values in a set of numbers.
 for the sample is 2.03.

Multiple Linear Regression Linear regression

A statistical technique for fitting a straight line to a set of data points.
 Analysis

A multiple linear regression (MLR MLR

mixed lymphocyte reaction.

MLR Myocardial laser revascularization, see there
) analysis with hierarchical--stepwise entry was utilized to test the following hypothesis, while controlling for race and age of head of household, and the number of adults and the number of children in household under age 17. Independent variables are entered into the regression equation Regression equation

An equation that describes the average relationship between a dependent variable and a set of explanatory variables.
 in two hierarchical steps. In step one, four independent variables (age and race of head of household, number of adults and number of children in household) are entered simultaneously as control variables. Therefore, the variance in each respective dependent variable explained by the above four control variables can be partialed out (controlled). Then in step two, the remaining independent variables (education level of head of household, total household monthly earned income, total household debt, and total household capital assets) are entered in a stepwise stepwise

incremental; additional information is added at each step.


stepwise multiple regression
used when a large number of possible explanatory variables are available and there is difficulty interpreting the partial regression
 fashion into the regression. In this way, the additional variance (after controlling for age and race of head of household, and number of adults and children in household) explained by the education level of head of household (human capital), total household monthly earned income, total household debt, and total household material capital assets can be determined. For the multiple linear regression equation constructed, the full model is reported.

Hypothesis Testing hypothesis testing

In statistics, a method for testing how accurately a mathematical model based on one set of data predicts the nature of other data sets generated by the same process.
 Utilizing a Multiple Linear Regression Model

Hypothesis: The level of participant material/human assets is not significantly correlated with the level of participant community assistance given. The full model is statistically significant at the alpha = .05 level, with the calculated test statistic F = 2.283, p = .053 (see table 2; while the p value is slightly greater than alpha in this case, the results are reported at the alpha .05 level). The test hypothesis is therefore rejected and we conclude that the level of participant material/human assets at the time of survey is statistically significant in predicting their level of community assistance given. The total variance in the level of participant community assistance given (dependent variable) explained by the regression equation is .113 (R-square).

While holding all the other independent variables constant, the partial regression coefficients Regression coefficient

Term yielded by regression analysis that indicates the sensitivity of the dependent variable to a particular independent variable. See: Parameter.


regression coefficient 
 for number of adults in household (b = .841, t = 2.902, p = .005) and total household monthly earned income (b = -.001, t = -2.182, p = .032) were found to be statistically significant (alpha < .05) in predicting the head of household's level of community assistance given at the time of survey. Note that the relationship between total household monthly earned income and level of participant community assistance given is a negative one, indicating the higher the level of household earned income the lower their level of community assistance given. The regression equation for the full model is:

Com. Assistance Given = 5.925 -.015 (Age) - .531 (Race) + .841 (#Adults**) + .091 (#Children)-.001(Income*)

The number of adults in household is the most important independent variable in predicting level of community assistance given, with a standardized standardized

pertaining to data that have been submitted to standardization procedures.


standardized morbidity rate
see morbidity rate.

standardized mortality rate
see mortality rate.
 regression coefficient (Beta) of .312. Total household monthly earned income is the next relatively important independent variable with a Beta = -.233. The additional variance in participant level of community assistance given at the time of survey explained by the linear combination of education level of head of household, total household monthly earned income, total household debt and total household capital assets (step two of the regression) is .047 (R-square change). R-square change is also statistically significant at the alpha = .05 level (p = .032). Both the Tolerance and VIF VIF - VHDL Interface Format. Intermediate language used by the Vantage VHDL compiler. "A VHDL Compiler Based on Attribute Grammar Methodology", R. Farrow et al, SIGPLAN NOtices 24(7):120-130 (Jul 1989).  statistics indicate that multicollinearity is not a problem in this regression analysis In statistics, a mathematical method of modeling the relationships among three or more variables. It is used to predict the value of one variable given the values of the others. For example, a model might estimate sales based on age and gender. . Finally, to test for the assumption that the residuals are independent, the Durbin-Watson statistic The Durbin-Watson statistic is a test statistic used to detect the presence of autocorrelation in the residuals from a regression analysis. It is named after James Durbin and Geoffrey Watson.  was calculated, yielding a value of 1.597, indicating the independence of residuals in this regression analysis. Also, the assumption that residuals for the full model have a mean of zero is also supported by the calculated value of the residual mean = -.007.

Study Findings

The level of household monthly earned income was found to be significant in predicting the level of the head of household's giving community assistance/neighboring, with higher levels of household earned income being associated with lower levels of giving assistance (an inverse relationship A inverse or negative relationship is a mathematical relationship in which one variable decreases as another increases. For example, there is an inverse relationship between education and unemployment — that is, as education increases, the rate of unemployment ). This finding is not congruent con·gru·ent  
adj.
1. Corresponding; congruous.

2. Mathematics
a. Coinciding exactly when superimposed: congruent triangles.

b.
 with Sherraden's hypothesis of higher income leading to greater community assistance. However, upon closer examination of the community assistance given scale, one might interpret the findings as higher income households not requiring the kinds of assistance measured in the study. Perhaps these households could simply afford to pay for these "neighborly neigh·bor·ly  
adj.
Having or exhibiting the qualities of a friendly neighbor.



neighbor·li·ness n.

Adj. 1.
" services rather than rely on the reciprocity reciprocity

In international trade, the granting of mutual concessions on tariffs, quotas, or other commercial restrictions. Reciprocity implies that these concessions are neither intended nor expected to be generalized to other countries with which the contracting parties
 of their neighbors?

Another interpretation of this finding is supported by Rohe and Stegman's research (1994) with a similar study population (125 low-income, predominately African American homeowners and 101 Section 8 renters with similar demographic characteristics) which found that homeowners were less likely to provide neighborly services than the control group of renters. In their study, Rohe and Stegman (1994, p. 170) measured a concept they referred to as "neighboring," with an index consisting of five questions: 1) how many people on your block do you know by name, 2) how many people on your block would you recognize if you saw them outside your neighborhood, 3) how many people on your block do you have a neighborly relationship with, 4) how many people on your block do you see socially at least three times a year, and 5) how many people on your block do you consider as close friends? Utilizing Sherraden's survey, the concept of a participant's level of community assistance is measured by their giving of assistance in their neighborhood over the last month. While focused on the giving of neighborhood assistance, parallels to Rohe and Stegman's "neighboring" measure can be seen, providing some degree of face and content validity content validity,
n the degree to which an experiment or measurement actually reflects the variable it has been designed to measure.
 to Sherraden's measure of community assistance. Therefore, according to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 Rohe and Stegman's findings, and this study's findings, higher asset levels do not necessarily lead to higher levels of neighboring/community assistance.

This rationale is also supported by historian Christopher Lasch's (1995) research and that of communitarian com·mu·ni·tar·i·an  
n.
A member or supporter of a small cooperative or a collectivist community.



com·mu
 Amitai Etzioni Amitai Etzioni (born Werner Falk on 4 January 1929 in Cologne, Germany) is an Israeli-American sociologist, famous for his work on socioeconomics and communitarianism.  (1988) who both challenge the capitalistic market place paradigm with a call to civility and social responsibility. While there can be no doubt that profits have risen dramatically in many capitalistic economies (including the U.S.), the disparity between haves and have nots has also risen (U.S. Census Bureau Noun 1. Census Bureau - the bureau of the Commerce Department responsible for taking the census; provides demographic information and analyses about the population of the United States
Bureau of the Census
, 2000), findings congruent with Sherraden's analysis of wealth/assets in American society. However, the above finding in this study, while preliminary, should provide a caution in the implementation of IDAs as an anti-poverty strategy. Unless efforts are made to extend the benefits of asset ownership to the "poorest of the poor," a poverty program which is dependent upon participant savings from earned income may only "cream" those households who already are financially better off, leaving communities and neighborhoods even more divided along socio-economic lines. Households with more income may be less likely to provide commuinity assistance, potentially weakening the survival strategies of lower socio-economic communities. Or perhaps worse yet, these "successful" households could actually move out of poor neighborhoods, leading to an even greater concentration of poverty and limited economic resources in these areas as they pursue opportunity elsewhere. Sherraden's asset-based theory accepts the neo-classical economic concept of the social mobility of capital, buying into the pursuit of wealth and "happiness" via following economic opportunity wherever it may lead. While this financial/economic strategy has proven successful for many middle and upper-class Americans, working poor households and communities may resist leaving the neighborhoods and communities where their trusted financial and economic survival strategies are established, findings consistent with other studies (Task Force on Persistent Rural Poverty, 1993; Mingione, 1991; McGranahan, 1988). Inversely, closer interpretation of the community assistance given scale utilized in the study could lead one to associate greater need with those who have higher levels of community assistance given. Since wealthier households are less likely to give community assistance, it would appear as though poorer families, who are more likely to give community assistance, might be less likely to have the savings required to benefit from IDA participation. Additional research is needed to illuminate this relationship between higher levels of community assistance given (especially in the forms measured in this study), such as providing childcare, elderly care, transportation, home/auto repair etc. in one's community and the survival strategies of working poor households.

Finally, the number of adults in a household was also found to be significant in predicting the level of community assistance given, at the time of this survey. An additional paired samples (2-tailed) t-test was performed between household income and the number of adults in household to explore their relationship. No significant correlation was found between these two independent variables (t = -18.715). Perhaps those households with more than one adult have the "opportunity" to provide community assistance at a greater frequency than those with only one parent? Also, this researcher observed that in numerous study households with more than one adult, the additional adult was found to be elderly and/or disabled, making minimal contributions to monthly earned income via formal labor market participation. Additional research is also needed to elucidate this relationship between community assistance given and family form.

Summary

Unfortunately, the current economic and political consensus in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area.  continues to stigmatize stig·ma·tize  
tr.v. stig·ma·tized, stig·ma·tiz·ing, stig·ma·tiz·es
1. To characterize or brand as disgraceful or ignominious.

2. To mark with stigmata or a stigma.

3.
 the poor and blame them for their poverty rather than the social, economic, and political structures which promote "production for profit" rather than investment in human potential. The same economic environment has pervaded the global economy, placing vulnerable populations, especially poor women and children, at risk. How to manage this paradox of the responsibility of society, on the one hand, and the responsibility of the individual on the other, in bringing about a "common vision" of economic and social justice is, in this researcher's mind, the synthesis of knowledge building in social work which now calls the profession to task.
Table 1
Descriptive characteristics of households surveyed (N = 111)

Variable                             Percent  Mean      S.D.

Race of Head of H.H. (n = 109)
  African American                      59.6
  Caucasian                             38.5
  Hispanic                               0.9

Age of Head of H.H. (n = 110)                    33.74      7.75
  21-25                                 14.5
  26-30                                 21.0
  31-35                                 23.6
  36-40                                 25.4
  41+                                   15.5

Number of Adults in H.H. (n = 111)                1.47      7.75
  1                                     61.3
  2                                     34.2

Number of Children in H.H. (n = 111)              1.75      1.31
  0                                     14.4
  1                                     30.6
  2                                     35.1
  3                                     13.5

Level of Education Completed by Head . (n = 110)
  Grade, middle or jr. high               .9
  Attended high school                   7.3
  H.S. graduate or GED                  25.5
  Attended some college                 47.3
  Graduated from college                12.7
  Attended graduate school               6.3

Total H.H. Earned Monthly Income (n = 109)     1200.50    669.01
  0                                      6.4
  1-500                                  7.3
  501-1000                              22.9
  1001-1500                             35.8
  1501-2000                             17.4
  2001+                                 10.1

Total H.H. Debt (n = 110)                     12514.02  16631.29
  0                                      8.2
  1-5K                                  31.8
  5K-10K                                23.6
  10K-15K                               10.0
  15K-20K                                5.5
  20K-30K                               10.9
  30K+                                  14.5

Total H.H. Material Capital Assets (n = 101)  13725.37  27870.62
  0                                      9.9
  1-5K                                  47.5
  5K-10K                                21.8
  10K-15K                                3.0
  15K-20K                                3.0
  20K-160K                              14.8

Table 2
Multiple regression analysis of IDA survey participant level of
community assistance given and preselected independent variables
(n = 111)

Variable             b      Beta     t        p

Age                  -.015  -.057   -.543  .589
Race                 -.531  -.129  -1.222  .225
No. of Adults         .841   .312   2.902  .005 **
No. of Children       .091   .060    .580  .563
Total Earned Income  -.001  -.233  -2.182  .032 *

Excluded Variables:
H.H. Debt             .098   .097    .924  .358
H.H. Capital          .013   .012    .120  .905
Education             .148   .159   1.414  .161

R = .336; R-square = .113; F = 2.283; p = .053 *; R-square
change = .047; p = .032 *; Tolerance Statistic (.854-.920);
VIF Statistic (1.087-1.171); Durbin-Watson (1.597)
Mean of Residuals (.007)

* Significant at .05 level

** Significant at .01 level


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TIM REUTEBUCH
University of Wisconsin-Whitewater


Tim Reutebuch University of Wisconsin Whitewater, WI 53190-1790 reutebut@uww.edu
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Author:Reutebuch, Tim
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Date:Dec 1, 2002
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