Changes in family finances from 1983 to 1989: evidence from the Survey of Consumer Finances.Arthur Kennickell and Janice Shack-Marquez, of the Board's Division of Research and Statistics, prepared this article. Between 1983 and 1989, family finances 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. were affected by many factors. Financial deregulation Deregulation The reduction or elimination of government power in a particular industry, usually enacted to create more competition within the industry. Notes: Traditional areas that have been deregulated are the telephone and airline industries. altered the availability and the cost of financial services The examples and perspective in this article or section may not represent a worldwide view of the subject. Please [ improve this article] or discuss the issue on the talk page. to consumers. Banks moved to explicit pricing of checking services and the payment of interest on transactions accounts, and money market accounts and other mutual funds became more available. The progressive elimination of tax deductions Tax deduction An expense that a taxpayer is allowed to deduct from taxable income. tax deduction See deduction. for consumer interest other than the deduction deduction, in logic, form of inference such that the conclusion must be true if the premises are true. For example, if we know that all men have two legs and that John is a man, it is then logical to deduce that John has two legs. on home mortgages influenced the effective price of borrowing. Other tax changes, such as the elimination of general deductions for individual retirement accounts, altered the return to various forms of saving. Macroeconomic mac·ro·ec·o·nom·ics n. (used with a sing. verb) The study of the overall aspects and workings of a national economy, such as income, output, and the interrelationship among diverse economic sectors. and demographic changes also affected the financial opportunities for families. In 1983, the U.S. economy was at the end of a recession; in 1989, it was near the end of a long expansion. Over the intervening six years, aggregate real disposable personal income, as measured in the National Income and Product Accounts National Income and Product Accounts (NIPA) use double-entry accounting to report the monetary value and sources of output produced in a country and the distribution of incomes that production generates. Data are available at the national and industry level. , increased by 21 percent; the price level, as measured by the consumer price index, rose about 25 percent; and, as measured in nominal terms by the Federal Reserve flow of funds Flow of funds In the context of municipal bonds, refers to the statement displaying the priorities by which municipal revenue will be applied to the debt. In the context of mutual funds, refers to the movement of money into or out of a mutual funds or between or among accounts, total assets and net worth for the household sector grew 61 percent and 56 percent respectively. The overall population of households grew 9 percent; the largest growth was in families headed by individuals between the ages of 35 and 45 years, a group that tends to have a relatively high rate of saving. Other important demographic changes were an increase in the proportion of dual-earner families from 26 1/2 percent of all families in 1983 to 29 percent in 1989 and a small increase in average family size. With these changes came alterations in the income, assets, and liabilities of U.S. families. Using data from the 1983 and 1989 Surveys of Consumer Finances, this article looks at those alterations and analyzes them 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. a variety of economic and demographic characteristics. Several findings are noteworthy. The small rise in the median values Noun 1. median value - the value below which 50% of the cases fall median statistics - a branch of applied mathematics concerned with the collection and interpretation of quantitative data and the use of probability theory to estimate population of income and net worth and the simultaneous substantial rise in the mean values indicate that the distributions of income and net worth became more concentrated between 1983 and 1989.(1) Also, the use of debt increased; much of that increase was in families reporting the most financial assets Financial assets Claims on real assets. .(2) THE SURVEYS Widely regarded as a reliable source of data on family finances, the Survey of Consumer Finances The Survey of Consumer Finances (SCF) is a triennial survey of the balance sheet, pension, income, and other demographic characteristics of U.S. families. The survey also gathers information on the use of financial institutions. The study is sponsored by the U.S. (SCF SCF Service Canadien des Forêts (Canadian Forest Service) SCF Stem Cell Factor SCF Scientific Committee on Food (European Commission) SCF Service Canadien de la Faune ) is designed specifically to gather detailed and comprehensive information on assets, liabilites, and in come flows from a representative sample of the population of U.S. families. Because the ownership of some assets, such as corporate stocks, is relatively concentrated in a small numver of families, the survey makes a special effort to ensure proper representation of such assets by systematically oversampling Creating a more accurate digital representation of an analog signal. In order to work with real-world signals in the computer, analog signals are sampled some number of times per second (frequency) and converted into digital code. wealthier families. Surveys of consumer finances were conducted regularly with support from the Federal Reserve from 1946 through 1970. Another such survey was conducted in 1977 to gather information on the use of consumer credit. The current series of surveys has been ongoing on a triennial tri·en·ni·al adj. 1. Occurring every third year. 2. Lasting three years. n. 1. A third anniversary. 2. A ceremony or celebration occurring every three years. basis since 1983. However, because the SCF conducted in 1986 was limited in scope, this article uses data only from the 1983 and 1989 surveys. The data for both these surveys were collected by the Survey Research Center at the University of Michigan (body, education) University of Michigan - A large cosmopolitan university in the Midwest USA. Over 50000 students are enrolled at the University of Michigan's three campuses. The students come from 50 states and over 100 foreign countries. . The 1983 SCF was sponsored by the Federal Reserve in cooperation with several other agencies. This survey was described and information from it was reported in previous issues of the Federal Reserve Bulletin (September 1984, December 1984, and March 1986). The data reported here for 1983 may differ from the figures reported in the earlier articles because of revisions of the data and of the sample weights. The 1989 SCF was sponsored by the Federal Reserve in cooperation with the Department of the Treasury, the Department of Health and Human Services Noun 1. Department of Health and Human Services - the United States federal department that administers all federal programs dealing with health and welfare; created in 1979 Health and Human Services, HHS , the National Institute on Aging The National Institute on Aging is a division of the U.S. National Institutes of Health, located in Bethesda, Maryland. Formed in 1974, NIA's mission is to improve the health and well-being of older Americans through research. It is the primary U.S. , the Small Business Administration, the General Accounting Office, the Comptroller of the Currency Comptroller of the Currency A government official, appointed by the President of the United States, who keeps control over all national banks, and receives reports from the banks at least quarterly, to be published in newspapers. , and the Congressional Joint Committee on Taxation. A technical description of this survey appears in the appendix to this article. FAMILY INCOME According to the SCF, real median pre-tax income for families was virtually unchanged between 1983 and 1989 (table 1). This finding is supported by data from the Current Population Survey conducted by the Bureau of the Census Noun 1. Bureau of the Census - the bureau of the Commerce Department responsible for taking the census; provides demographic information and analyses about the population of the United States Census Bureau . Over the same period, mean real family income rose from $33,400 to $35,700. These findings suggest that incomes above the median grew faster than those below the median and that the distribution of family income became somewhat more concentrated among families with higher income. Although in the aggregate median family income did not change, a breakdown of the population by demographic groups shows mixed changes. The median income for families headed by persons with at least some college experience rose, but this increase was offset by declines in all other education categories. A moderate increase for white families was offset by a decline for nonwhite non·white n. A person who is not white. non white adj. and Hispanic families. The difference by racial group may partly reflect changes in the way race was ascertained as·cer·tain tr.v. as·cer·tained, as·cer·tain·ing, as·cer·tains 1. To discover with certainty, as through examination or experimentation. See Synonyms at discover. 2. in the two surveys. In the 1983 SCF, race was based on the survey interviewer's observation, whereas in the 1989 SCF, the survey respondent In Equity practice, the party who answers a bill or other proceeding in equity. The party against whom an appeal or motion, an application for a court order, is instituted and who is required to answer in order to protect his or her interests. reported his or her own race, the procedure routinely followed by the 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 . Consequently, the 1989 SCF race classification matches Census estimates, whereas the 1983 data overstate the proportion of nonwhites and Hispanics. This difference may cast some doubt on comparisons between 1983 and 1989 SCF results based on race classifications. Consistent with aggregate income and population data, the SCF shows that the aggregate mean family income rose. Increases for families headed by persons less than 55 years old were partly offset by declines for families with heads between 55 and 74 years of age. Workers in highly skilled occupations fared better than other workers. Mean family income increased for managers; technical workers; and precision production, craft, and repair workers. Mean income of homeowners and of whites rose, whereas that of renters and of nonwhites and Hispanics fell. In the age group under 55 years, mean income rose most rapidly for married couples; among older families, mean income rose for families with retired heads and declined for other families.(3) NET WORTH Changes in the overall real net worth of families - the difference between families' total assets and their total debts-were more dramatic than changes in family income. Mean real net worth rose more than 23 percent, whereas median real net worth rose only 11 percent (table 2) As with income, the contrast between the mean and median suggests an increase in the concentration of net worth among wealthy families. While small increases in median net worth were widespread, some marked declines also occurred. The decline was especially sharp for single parents and for nonwhites and Hispanics. The median net worth of farm families fell sharply as prices for farmland plummeted in the early 1980s. (Even with an increase in the price of farmland after 1985, the price level of farmland in 1989 was about 30 percent below the level in 1983.) Among families headed by persons 55 years of age and over, those whose heads were retired had the only increase in median net worth. Families with heads in this age group who remained in the labor force experienced declines in median net worth. The change in mean net worth varied widely across demographic groups. Families headed by persons having some higher education higher education Study beyond the level of secondary education. Institutions of higher education include not only colleges and universities but also professional schools in such fields as law, theology, medicine, business, music, and art. and married couples headed by persons under 55 years of age showed particularly large increases. In contrast to the decline in median net worth for nonwhites and Hispanics, the mean net worth of this group rose; indeed, the percentage increase exceeded that of white families. Changes in net worth may be attributed to changes in the value of the holdings of assets or in the amount of debt carried. The coverage of assets and liabilities in the survey is highly detailed; the aggregations presented in this article have been chosen to illustrate trends in the data. ASSETS The composition of assets held by all families, as recorded in the SCF, changed slightly between 1983 and 1989 (table 3). The small shift away from nonfinancial assets Nonfinancial assets Physical assets such as real estate and machinery. reflects declines in business and real estate assets as a share of total assets.(5) Financial Assets Despite the increase in financial assets as a proportion of total family assets, the ownership of several types of financial assets fell sharply (tables 3 and 4). In 1983, nearly 79 percent of families owned checking accounts-including conventional checking accounts, NOW accounts, and money market accounts used for checking - whereas by 1989 about 75 percent of families owned them. The decline was spread over virtually all groups shown here. Over this period, the movement of financial institutions toward more explicit prices for checking services may have made these accounts less attractive to many families. Nevertheless, data from the SCF indicate that only 16 percent of families without checking accounts in 1989 reported that service fees or balance requirements deterred them from maintaining an account. The proportion of families owning 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: also fell dramatically over this period, partly because families shifted assets to other investment vehicles. Again, the decline was pervasive pervasive, adj indicates that a condition permeates the entire development of the individual. . While the proportion of families holding checking and savings accounts declined over the period, the families that held these accounts in 1989 maintained them at about the same real level as that in 1983, with the median value of checking accounts rising only from $600 to $900 (tables 4 and 5). The proportion of families owning money market accounts, including money market mutual funds and money market deposit accounts not used as a checking account, rose. With the increasing ownership of money market accounts, the median size of account declined from $1 1,000 to $5,000, whereas the overall mean rose slightly from 27,400 to $28,300. The decrease in the median amount held in these accounts, with the increase in the rate of ownership, indicates that the number of small money market accounts increased. The proportion of families owning retirement accounts rose; these accounts include individual retirement and Keogh accounts as well as employer-sponsored pension accounts from which withdrawals could be made. The median size of retirement accounts doubled. In part, this growth reflected the overall shift in employer-provided pensions from defined-benefit plans Defined-Benefit Plan An employer-sponsored retirement plan for which retirement benefits are based on a formula indicating the exact benefit that one can expect upon retiring. Investment risk and portfolio management are entirely under the control of the company. , in which the employer pays a regular benefit beginning at retirement, to defined-contribution and 401(k)-type plans, in which employees have rights to a specific pool of funds at retirement.(6) While the median retirement account grew in all categories shown, the increase for families with incomes of 50,000 and more was particularly dramatic. The ownership of other financial assets, which include savings bonds Savings bond A government bond issued in face value denominations from $50 to $10,000, with local and state tax-free interest and semiannually adjusted interest rates. savings bond A nonmarketable security issued by the U.S. and the cash value of life insurance, also grew. The financial assets discussed thus far were held in insured depository The place where a deposit is placed and kept, e.g., a bank, savings and loan institution, credit union, or trust company. A place where something is deposited or stored as for safekeeping or convenience, e.g., a safety deposit box. institutions-which include banks, savings banks savings bank, financial institution that, until recently, performed only the following functions: receiving savings deposits of individuals, investing them, and providing a modest return to its depositors in the form of interest. , savings and loans savings and loan n. a banking and lending institution, chartered either by a state or the Federal government. Savings and loans only make loans secured by real property from deposits, upon which they pay interest slightly higher than that paid by most banks. , and credit unions - or in uninsured institutions. The percentage of families owning any type of account at a depository institution Depository institution A financial institution that obtains its funds mainly through deposits from the public. This includes commercial banks, savings and loan associations, savings banks and credit unions. changed little over the period (not shown in table). The holdings of any account in an insured depository institution fell slightly; those of families with income of less than $ 1 0,000 showed large declines. Nevertheless, for families maintaining accounts, the median value of holdings at depository institutions increased for virtually all groups. Stock ownership, which includes holdings of publicly traded corporate stock and of equity mutual funds, declined slightly. The median value of holdings of stocks rose overall, with a noticeable drop both in ownership and in median holdings for families with incomes of 50,000 and more. Median stock holdings also declined for families headed by persons between 35 and 44 years of age. Aggregate mean holdings of stock fell sharply from $75,600 to $57,200. For all families, mean holdings of both taxable and nontaxable bonds, which include bonds held directly and bonds held through mutual funds, fell. However, median holdings of taxable bonds Taxable Bond A debt security whose return to the investor is subject to taxes at the local, state or federal level, or some combination thereof. Notes: The majority of bonds issued are taxable bonds. increased, and median holdings of tax-exempt bonds Tax-exempt bond A bond usually issued by municipal, county, or state governments whose interest payments are not subject to federal and, in some cases, state and local income tax. tax-exempt bond See municipal bond. decreased. These changes in median holdings may reflect changes in the tax code that have lessened less·en v. less·ened, less·en·ing, less·ens v.tr. 1. To make less; reduce. 2. Archaic To make little of; belittle. v.intr. To become less; decrease. the relative advantage of nontaxable bonds. Overall, the proportion of families owning any type of financial asset fell slightly. Nevertheless, for families still holding financial assets, median holdings more than doubled, whereas mean holdings increased only about 40 percent. These changes suggest a decline in concentration of financial assets. Nonfinancial Assets The largest single asset of most families is their principal residence. Rates of homeownership for all families were little changed between 1983 and 1989 (table 6). However, there were sizable siz·a·ble also size·a·ble adj. Of considerable size; fairly large. siz a·ble·ness n. declines in ownership for the lowest income group and for single parents. Rates of homeownership for childless married couples increased substantially as did rates for families with heads between 55 and 64 years of age. For all families, the median real home value for homeowners increased from $64,700 to $70,000, an 8 percent rise, whereas die mean increased from $87,500 to $107,400, a 23 percent rise (table 7). The increase occurred largely in the group of families with incomes of 50,000 and more. The ownership of investment real estate, including all properties from vacation cabins to shopping centers shopping center, a concentration of retail, service, and entertainment enterprises designed to serve the surrounding region. The modern shopping center differs from its antecedents—bazaars and marketplaces—in that the shops are usually amalgamated into , also changed little over the period, whereas the median holdings fell about I 1 percent. By income group, changes in ownership were mixed, with a notable decline for families with incomes of 50,000 and more. For this group, the median size of holdings in investment real estate also declined. The median investment in real estate increased for families without children headed by persons under age 55. Ownership of an equity interest in a business, including limited partnerships, other partnerships, corporations, sole proprietorships A form of business in which one person owns all the assets of the business, in contrast to a partnership or a corporation. A person who does business for himself is engaged in the operation of a sole proprietorship. , and other private businesses, fell substantially. The value of holdings fell for families in the top and the bottom income categories. Particularly striking was the decline of the real value of median holdings of businesses by nonwhites and Hispanics from $49,000 to $8,400. This decline, with a decrease in the rates of business ownership, reflects the exit of minority investors from the market. While the overall ownership of vehicles, including automobiles, trucks, campers, boats, and other vehicles, was virtually unchanged, some individual categories did exhibit relatively large shifts. Two groups showing marked declines in rates of ownership were families with younger heads and nonwhites and Hispanics. Nevertheless, real median gross holdings for those with vehicles rose from $5, 100 to $6,900: This rise reflects the increase in the real cost of automobiles. This comparison of mean and median values for individual categories of nonfinancial assets suggests that the concentration of all such nonfinancial assets increased. For homes and vehicles, the most widely held nonfinancial assets, both mean and median holdings grew. The median values for homes and vehicles grew 8 percent and 35 percent respectively, while the mean values grew faster - 23 percent and 43 percent respectively. This difference suggests that the top half of the distribution shifted upward faster than the bottom half. In other words Adv. 1. in other words - otherwise stated; "in other words, we are broke" put differently , nonfinancial assets became more concentrated at the top end of the distribution. For the remaining nonfinancial assets, the median values actually fell while the mean values increased, a finding that suggests even greater increases in concentration. Overall, both the median and mean values of total nonfinancial assets increased. This fact indicates that the increases in home and vehicle assets more than offset the declines in the median holdings of less widely held assets. The largest percentage increase in the median value of holdings was for the group with incomes of $50,000 and more. The only other sizable increase was reported for married couples with no children. Large declines were observed for single parents. LIABILITIES Families hold many types of debt, including mortgage and credit-card debt, lines of credit, automobile loans, and closed-end and other debts. While the largest nonfinancial asset for most families is their principal residence, their largest financial obligation is their mortgage for it. In light of changes in the tax treatment of consumer interest payments, one might expect families to increase the proportion of their debt that is secured by their principal residence. However, the real size of mortgages for principal residences plus home equity lines of credit actually declined as a proportion of total family debt between 1983 and 1989 (table 8). This decline occurred because, while the level of real total home equity debt increased, other forms of debt increased even more (tables 9 and 10). In particular, credit-card debt and automobile loans grew substantially over this period. The proportion of families owning homes rose slightly, but the proportion of families with mortgages rose faster, from 37 percent to almost 39 percent (tables 6 and 9). The median size of a mortgage rose from $27,000 to $32,000 table 10). The two lowest income groups reduced the median value of their debt outstanding. In contrast, the three highest income groups increased the median size of their mortgage debt. The sizable decline in ownership of mortgage debt among single parents stands out from a picture of mortgage holding that otherwise shows little change. The use of home equity lines of credit, another form of mortgage debt, rose strongly over this period; it was concentrated in the high-income groups. The median value of debt of this type increased substantially whereas the mean value of debt rose only slightly. This difference suggests that large home-equity lines of credit shrank shrank v. A past tense of shrink. shrank Verb a past tense of shrink shrank shrink as a proportion of afl such debt. While families may have substituted home equity lines of credit for other types of credit, the overall proportion of families using any line of credit fell from 11 3/4 percent in 1983 to 6 1/2 percent in 1989. The ownership of investment real estate declined, and the proportion of families in virtually all income groups with investment real estate debt fell. At the same time, the median debt secured by investment real estate rose; it increased in all income groups but the middle. Median debt declined substantially for families with heads over 55 years of age. For most of the groups examined here, the proportion of families holding credit-card debt increased. A notable exception was the category of nonwhite and Hispanic families, for whom the incidence and the median holding of credit-card debt declined. In the life-cycle categories, only for single parents did the incidence of credit-card debt decrease noticeably, whereas for all groups the median level of debt grew. Despite a tax treatment of automobile loans that was less favorable fa·vor·a·ble adj. 1. Advantageous; helpful: favorable winds. 2. Encouraging; propitious: a favorable diagnosis. 3. in 1989 than in 1983, with the increasing real cost of purchasing automobiles both the incidence and the median amount of car loans increased for most groups. As with car loans, the median amount of other debt, including closed-end consumer debt other than auto loans and loans against pension plans and insurance, grew between 1983 and 1989. The increases were widespread. The proportion of families holding any type of debt rose about 3 percentage points; the median real amount of debt held rose 13 percent; and the mean real debt rose by 42 percent, from 31,700 to $45,000. While the median debt rose for all income groups, the rise was most marked for those with incomes of 20,000-$29,000, a group for which debt increased nearly 50 percent. The median debt for childless couples with heads under 55 years of age more than doubled. The 1989 SCF collected data on the purpose of all loans except credit card loans and first mortgages. The 1983 SCF has no comparable data. In 1989, 44 percent of the dollar amount of this debt category was associated with purchases of vehicles; about 20 percent was used for investment. Of the remaining debt, 9 percent was for outlays Outlays Payments on obligations in the form of cash, checks, the issuance of bonds or notes, or the maturing of interest coupons. associated with remodeling remodeling /re·mod·el·ing/ (re-mod´el-ing) reorganization or renovation of an old structure. bone remodeling and repairs, and 9 percent was for education expenses. Ability To PAY Given the magnitude of the increase in debt and the absence of change in median income between 1983 and 1989, questions arise about the ability of families to repay their loans. Indeed, data from the SCF indicate that the proportion of families reporting that they were a month or more late in making loan payments rose from 13 percent to 15 percent between 1983 and 1989. One measure of consumers' ability to repay loans is the ratio of nonmortgage debt payments to income; nomnortgage debt refers to loans other than those on the principal residence (table 11).(7) For all income and demographic groups reported here, the median payment-to-income ratio shifted upward between 1983 and 1989. The shift seems fairly uniform across groups, except those regarding income. Historically, the payment-to-income ratio has tended to be lower for families with higher income. Indeed, for families in the highest third of the payment-to-income distribution, those with incomes of less than $10,000 had a payment-to-income ratio of 32 percent in 1983 whereas those with incomes of $50,000 and more had a ratio of only 14 percent. By 1989, however, the ratio for the lowest income group had risen to nearly 40 percent and that for the highest income group had risen to 19 percent. The relation of family income to debt payments suggests that the payment burden grew most rapidly among those families with the greatest ability to pay. Nevertheless, the aggregate risk of default could rise if the incomes of these families fell. Consumers may repay their loans out of their financial assets. In both 1983 and 1989, only about 4 percent of all families were both among the largest nonmortgage debt holders and among the smallest financial asset holders (table 12). In addition, in 1983, only 8.6 percent of all families were both among the largest nonmortgage debt holders and among the largest financial asset holders. By 1989, this proportion had risen to 9.4 percent. Comparing the distribution of total nonmortgage debt and financial assets in 1983 with that in 1989 (not shown in the table) indicates that the largest rise in such debt occurred for families with the greatest holdings of financial assets. This group held 56 percent of all nonmortgage debt in 1983 and 67 percent in 1989. APPENDIX: DESIGN OF THE 1989 SURVEY OF Consumer FINANCES The 1989 SCF was designed to gather family-level information closely comparable to that obtained in the 1983 SCF. It collected detailed data on the composition of family balance sheets, the terms of loans, and relationships with financial institutions. It also gathered information on the employment history and pension rights of the survey respondent and the spouse or partner of the respondent and on other demographic, economic, and attitudinal variables. The survey attempts to provide an accurate representation of the distribution of these variables across U. S. families. To that end, it is distinguished from other household surveys by virtue of its sample design. Research has indicated that the distributions of income and net worth are 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 , with a relatively small proportion of families having a disproportionately dis·pro·por·tion·ate adj. Out of proportion, as in size, shape, or amount. dis pro·por large share of both income and net worth. To obtain a sufficiently large In mathematics, the phrase sufficiently large is used in contexts such as:
adj. 1. Functioning in more than one stage: a multistage design project. 2. Relating to or composed of two or more propulsion units. area-probability sampling methods from the forty-eight contiguous Adjacent or touching. Contrast with fragmentation. See contiguous file. states. The remaining 866 families in the survey were selected using tax data under the strict rules governing gov·ern v. gov·erned, gov·ern·ing, gov·erns v.tr. 1. To make and administer the public policy and affairs of; exercise sovereign authority in. 2. confidentiality and the rights of potential respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy. to refuse participation. This second group of families was selected specifically to oversample wealthier families.(8) The definition of "family" used in the SCF differs from that commonly used by the Bureau of the Census. Census families In the Canada Census such families consisting of a married couple and children are referred to as Census Families.[1] The US Census Bureau refers to such household structures as "Married couple families. exclude single individuals, who are separately classified as unrelated individuals." In the SCF, a given household is divided into a primary economic unit and other economic units. The primary economic unit, which may be a single individual, is generally chosen as the unit that contains the person who either holds the title to the home or is the first person listed on the lease. The primary unit is used as the reference family. Data for the survey were collected by the Survey Research Center at the University of Michigan between August 1989 and March 1990. The achieved sample of 3,143 families represents a response rate of about 69 percent in the area-probability sample and a rate of about 34 percent in the tax-data sample. Although the response rate for the tax-data sample may appear low by conventional standards, analysis of separate data shows that the sample provides an unbiased representation of key income variables. In any survey, there are several potential sources of error, including inaccurate survey responses, nonresponses to the entire survey or to particular questions in the survey, and errors due to sampling. Response errors, which are difficult to measure, are best controlled through the proper training of interviewers and the careful design of questionnaires. Most nonresponse errors arise either because a respondent is uncomfortable about providing information or because the respondent does not know the information being asked. In the SCF, adjustments for nonresponse errors are made through systematic imputation IMPUTATION. The judgment by which we declare that an agent is the cause of his free action, or of the result of it, whether good or ill. Wolff, Sec. 3. of unanswered questions and through weighting adjustments based on data used in the sample design for families that refused participation.(9) Sampling error arises any time survey estimates are based on a sample rather than on a census. Because of the complex design of the SCF, the estimation estimation In mathematics, use of a function or formula to derive a solution or make a prediction. Unlike approximation, it has precise connotations. In statistics, for example, it connotes the careful selection and testing of a function called an estimator. of potential sampling errors is not straightforward.(10) The sampling weights used in the calculations reported in this article were produced by the Survey Research Center at the University of Michigan and were based on the probability design of the original sample. These weights have been adjusted with data from the Bureau of the Census to reflect aggregate information available on the age and geographic distribution and on homeownership patterns of the U.S. population. These weights were further adjusted to minimize the influence of extreme cases on the estimation of net worth. The SCF data are available to the public. Copies of the survey are available on magnetic tape from the National Technical Information Service, Federal Computer Products Center, 5285 Port Royal Road, Springfield, VA 22161 or (703) 487-4763. 1. When the obserbations in a set of data are arranged in order of magnitude A change in quantity or volume as measured by the decimal point. For example, from tens to hundreds is one order of magnitude. Tens to thousands is two orders of magnitude; tens to millions is three orders of magnitude, etc. from lowest to highest, the middle value is the median. The sum of all observed values divided by the number of observations in a set of data is the mean. The mean and the median each have advantages for describing distributions of income and other financial variables. Because of the focus on the ranking of values, the median is not influenced by extremely large values; thus it is a good indicator of the position of the "typical" family. However, the mean is a better indicator of the dollar amount of income or assets held by all families because it considers all values, the extreme as well as the typical. If the median of a distribution drops, the mean may rise or fall, as may the means of the upper and lower halves of the distribution. For the variables examined in this article, the mean of the lower half of each distribution generally drops when the median does. Thus, with before-tax family income, the near-constancy of the median plus the rise in the overall mean implies that the mean value of the distribution above the median increased - that is, the concentration of income increased in the top half of the distribution. 2. All dollar figures reported in the article are adjusted to 1989 levels using the consumer price index (CPI (1) (Characters Per Inch) The measurement of the density of characters per inch on tape or paper. A printer's CPI button switches character pitch. (2) (Counts Per I ) for all urban consumers. There are problems with the use of any deflator Deflator A statistical factor used to convert current dollar purchasing power into inflation-adjusted purchasing power. Enables the comparison of prices while accounting for inflation in two different time periods. to compare income, assets, and liabilities over time, particularly where changes in the interest rate implicitly change the costs of debts. The CPI is used for two reasons. First, it is widely known and applied. Second, because it is intended to reflect the relative costs of 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. collection of goods and services In economics, economic output is divided into physical goods and intangible services. Consumption of goods and services is assumed to produce utility (unless the "good" is a "bad"). It is often used when referring to a Goods and Services Tax. , it seems a natural indicator of the importance of price level changes for most families. 3. Calculations not reported in the tables indicate that the increase in mean income for dual-earner couples more than accounted for the overall mean increase in income for married couples. 4. Data from the 1984 and 1988 Surveys of Income and Program Participation conducted by the Bureau of the Census show a similar change in real median net worth. 5. Any division of assets Ask a Lawyer Question Country: United States of America State: California My father is dying of cancer and refuses to draft a will. All his assets will go into intestate territory when he dies. into financial and nonfinancial categories is somewhat arbitrary. The classifications used here may differ from others, such as those in the flow of funds accounts, which are published by the Federal Reserve. 6. The SCF collects financial data on all types of pensions. However, for the analysis of family finances, we include only retirement accounts from which funds can be withdrawn before retirement, even if with a penalty. These are generally defined-contribution or 401(k)-type plans. 7. Mortgage debt is excluded because those families not making mortgage payments generally pay rent. Median payments for housing (both mortgage and rent) increased from 1,900 per year in 1983 to $3,000 per year in 1989; these payments relative to income rose from 9 percent to 13 percent over the period. 8. A detailed description of the sample design is given in S. Heeringa and L. Woodbum, Sample Design Documentation, 1989 Survey of Consumer Finances,' memo, Institute for Social Research, University of Michigan, 1991. 9. A description of the imputation procedures is given in A. Kennickell, "Imputation of the 1989 Survey of Consumer Finances: Stochastic By guesswork; by chance; using or containing random values. stochastic - probabilistic Relaxation and Multiple Imputation Multiple imputation is a statistical technique for analyzing incomplete data sets. See also
In grammar, a verb that is subordinate to the main lexical verb in a clause. Auxiliaries can convey distinctions of tense, aspect, mood, person, and number. Information to Investigate Nonresponse Bias,' unpublished paper(1991), Statistics of Income Division, Internal Revenue Service, for a description of response bias in the SOI (Silicon On Insulator) A chip architecture that increases transistor switching speed by reducing capacitance (build-up of electrical charges in the transistor's elements), and thus reducing the discharge time. The power requirement is also reduced in some designs. sample; and Heeringa and Woodburn for a description of overall weighting adjustments. 10. Selected estimates of sampling errors are given in A. Kennickell and L. Woodburn, 'Estimates of the Variance of Changes in the Distribution of Net Worth," memo, Federal Reserve Board, 1991. |
|
||||||||||||||||

white
pro·por
is true for sufficiently large
Printer friendly
Cite/link
Email
Feedback
Reader Opinion