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Dimensions of the Social Environment:
Economy

Overview

Economic aspects of local areas have been among the most frequently analyzed contextual factors to mortality and other outcomes (Hopper 1985; Krieger et al. 1993; Lynch and Kaplan 2000). Significant associations have been shown between health status and community economic characteristics including income (Anderson et al. 1997; Diez Roux et al. 1997) and inequality in income distribution (Lynch et al. 1998; Kennedy et al. 1998), wealth (Diez Roux et al. 1997; O’Campo et al. 1997), poverty (Yen and Kaplan 1999; Shaw et al. 2000), and the geographic concentration of poverty (Waitzman and Smith 1998a,b).

Data for most of these economic indicators are readily available for small areas in census data is undoubtedly an important factor accounting for their widespread use (Mitchell et al. 2000). Our consultants encouraged a broadened perspective to fully assess the economic status of communities. This involved identifying a more diversified set of indicators for commonly studied components, such as considering various types of income (earnings, investments, and transfers) in addition to the overall mean or median income in an area. A number of additional components of economic well–being were also suggested for inclusion. For example, the opportunities for community residents to obtain financial resources would be influenced by characteristics of economic development in an area, including productivity, industrial mix, and amount of area business lending, as well as by the exchanges of goods and services through the informal economy. The availability of financial services such as banks and other sources of credit were considered important, as were local costs of living, patterns of redistribution through taxes and transfers, and the fiscal capacity of the area. One aspect of the economic milieu concerns how the community segments are differentially exploited, and thereby constrained in their access to monetary resources. Indicators of exploitation include the ratio of wages to corporate profits, as well as issues related to job location; such as, length of commute and commuter taxation.

This table presents the components and indicators of the economic dimension. Nine economic components are identified:

  1. Income
  2. Wealth
  3. Poverty
  4. Economic Development
  5. Financial Services
  6. Cost of Living
  7. Redistribution
  8. Fiscal Capacity
  9. Exploitation

Within each component, several indicators are identified, and for each indicator at least one data set is listed.

Icon indicating a pdf fileOne or more of the following files are available in Portable Document Format (PDF). Learn more about PDFs.

Components and Indicators Data Sources and Notes
1. Income:  Earned income
Median and per capita annual income Census Bureau
Mean hourly and annual wage Bureau of Labor Statistics
Data by occupation available in downloadable Excel files.
Hourly wage, union, and nonunion workers Union Membership and Earnings Data Book (http://www.bna.com/bnaplus/labor/
laborrpts.html). Separate tables for public and private sector workers and for manufacturing and nonmanufacturing workers. Customized reports available for any or all years since 1983.
Per capita personal income Bureau of Economic Analysis
Downloadable compressed comma–separated–value files.
Income:  Disposable income
Median and per capita Effective Buying Index Demographics U.S.A. (http://www.tradedimensions.com/
p_demographics.html). Effective Buying Index represents money income minus taxes. Data available on CD–ROM.
Income:  Income distribution
Gini coefficient of income inequality; 90%ile/10%ile ratio Census Bureau
Income:  Geographic concentration of income
Concentration of poverty Jargowsky, P.A. 2003. Stunning Progress, Hidden Problems: The Dramatic Decline of Concentrated Poverty in the 1990s.* (PDF 1089K)
Percentage of the poor residing in high poverty neighborhoods; total and race–specific rates.
Income:  Economic segregation
Dissimilarity index (d), poor/nonpoor segregation; Contact index (xPy*), poor/nonpoor segregation Sociometrics Contextual Data Archive (http://www.socio.com). Downloadable compressed data files for PC and UNIX, including raw data and SPSS and SAS files.
2. Wealth: Geographic concentration of wealth
Mean and median net worth ESRI Business Information Solution (http://www.esribis.com). Data can be integrated into ArcGIS.
Wealth: Debt levels
Bankruptcy filings Economy.com (http://www.economy.com/research). Personal and business bankruptcy filings and rates per thousand households, by type.
Wealth: Savings rates
Dollar amount of deposits in savings institutions and banks Federal Deposit Insurance Corporation
From Web site page, choose Summary Tables, then MSA or county tables.
Wealth: Real estate ownership/values
Median value owner–occupied housing units Census Bureau
3. Poverty: Geographic concentration of poverty
Poverty rate Census Bureau
Concentration of poverty See Jargowsky 2003.*
Poverty: Deprivation associated with poverty–level income
Percent of families with incomes less than half of the poverty line Census Bureau
4. Economic Development: Productivity
Gross metropolitan product (GMP) and GMP growth rate U.S. Metro Economics
Downloadable tables in PDF format.
Economic Development: Industrial mix
Wholesale, retail, service, and manufacturing establishments Census Bureau, Economic Census
Economic Development: Business lending indicators
City governments bond ratings Statistical Abstract of the United States
From this Web site page, select desired year; select State and Local Government Finances and Employment.
5. Financial Services: Availability of credit
Home loan denial rates by race, applicants with incomes <50%, 50–79%, 80–99%, 100–119%, and >120% of MSA median Federal Financial Institutions Examination Council, Home Mortgage Disclosure
Act data
From this Web site page, choose Aggregates Reports under Home Mortgage Disclosure Act; select state and MSA of interest; Aggregate Table 5–2 Disposition of applications for conventional home purchase loans, by income and race of applicant, is downloadable as PDF or spreadsheet.
Financial Services: Availability of banking and check–cashing services
Number of bank and savings institution offices Federal Deposit Insurance Corporation
From this Web site page, choose Summary Tables, then MSA or county tables.
6. Cost of Living: Local cost of living indices
Cost of living index: composite/grocery items/housing/utilities/
transportation/health care; average local prices for a wide range of specific food items, products, and services
American Chamber of Commerce
Researchers Association*
Quarterly and annual average data may be purchased as downloadable spreadsheet or hardcopy.
Basic family budget: total/housing/food/child care/health care/
transportation/taxes
Economic Policy Institute: Hardships
in America*
From this Web site page, choose Basic Family Budget Calculator; select a metropolitan area of interest or download budget tables for all areas in Excel.
Cost of Living: Spending/consumption patterns
Consumer expenditures: total/food/alcoholic beverages/housing/apparel/
transportation/ health care/entertainment/personal care products and services/reading/education/
tobacco products/ personal insurance and pensions
Bureau of Labor Statistics (BLS)
From this Web site page, select Consumer Expenditures; select Tables Created by BLS; select current MSA tables grouped by region in text format or PDF.
Cost of Living: Income to spending ratios
Ratio annual income/expenditures Can be calculated from BLS expenditures data.
7. Redistribution: Taxes
Local tax rates Statistical Abstract of the United States
From this Web site page, select desired year; select State and Local Government Finances and Employment.
Tax Foundation*
From this Web site page, select State Finance; select Combined State and Local Tax Burdens as a Percentage of Income, by State.
Cigarette tax Tax Foundation*
From this Web site page, select State Finance; select Various Tax Rates.
Taxpayers filing for Earned Income Tax Credit Brookings Institution* (PDF 908K)
Redistribution: Transfers
Transfer payments Bureau of Economic Analysis
Downloadable compressed comma–separated–value files.
8. Fiscal Capacity: Property values
Median value, owner–occupied housing units Census Bureau
Fiscal Capacity: Sales levels
Dollar amount of retail sales per household Demographics USA (http://www.tradedimensions.com/
p_demographics.html).
State and Metropolitan Area Data Book Data available on CD–ROM.
Fiscal Capacity: Income capacity
Buying power index Demographics USA (http://www.tradedimensions.com/
p_demographics.html). A weighted index incorporating population, economic, and distributional information to measure the market's ability to buy, expressed as a percentage of the national total (100%). Data available on CD–ROM.
Standardized fiscal health State of the Nations Cities Database*
Defined by Ladd and Yinger (America's Ailing Cities: Fiscal Health and the Design of Urban Policy. Baltimore: Johns Hopkins University Press. 1991) as the difference between a city's revenue–raising capacity and its expenditure need expressed as a percentage of capacity. Used to reveal the net effect of a city's economic, social, and demographic characteristics on a city's ability to deliver a standard level of public services at a standard tax burden on its residents. Database available in four PC formats (tab–delimited ASCII, SPSS portable, Excel, and SAS) and one Macintosh format.
9. Exploitation: Ratio of wages to corporate profits
Ratio of average production worker wage: average value added per manufacturing employee State and Metropolitan Area Data
Book 1991
Can be calculated from data on this Web site.
Ratio of average nonunion worker wage: average union worker wage Can be calculated from data in the Union Membership and Earnings Data Book (http://www.bna.com/bnaplus/labor/
laborrpts.html)
Exploitation: Commuter taxes
Transit and vanpool tax exemption benefits Federal Transit Administration
Data on which states allow federally exempted, qualified transportation fringe benefits to be exempted from state tax.
Exploitation: Commuting patterns
Means of travel to work; median travel time to work; median income by means of transport to work; median income and number of workers in household by vehicles available Census Bureau, Transportation Planning Package
Travel time index Texas Transportation Institute*
Annual Urban Mobility Report includes a Travel Time Index, reflecting the average amount of extra time it takes to travel in the peak period relative to free–flow travel.

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*Links to non–Federal organizations are provided solely as a service to our users. Links do not constitute an endorsement of any organization by CDC or the Federal Government, and none should be inferred. The CDC is not responsible for the content of the individual organization Web pages found at this link.
 

Date last reviewed: 01/05/2007
Content source: Division for Heart Disease and Stroke Prevention, National Center for Chronic Disease Prevention and Health Promotion

 
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