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Dimensions of the Social Environment: Employment

Overview

Employment in residential areas has been among the considered factors in research on context and health. Adverse outcomes have generally been found to be associated with higher community levels of unemployment (Guest and Almgren and Hussey 1998; LeClere and Rogers and Peters 1998), as well as with larger proportions of employed residents working at lower social class occupations (Armstrong et al. 1998; Cubbin and LeClere and Smith 2000). Unemployment rates and occupational status measures are also frequently combined with other indicators of areal deprivation, including median income, car ownership, education level, and overcrowded housing, to form summary measures that are associated with poorer health (e.g., Townsend and Phillimore and Beattie 1988; Carstairs and Morris 1989).

In addition to the usual employment indicators, we include a number of other measures. Looking at characteristics of the workforce, for example, along with the area business capacity and the geography of job growth would facilitate assessment of job access, as well as the degree of spatial “mismatch,” that may adversely affect the employment opportunities of central city residents (Holzer 1991; Mouw 2000). Racial, gender–based, and anti-gay discrimination also limit access to employment and can cause stress–related consequences for health (Williams 1999; Krieger and Sidney 1997; Yen et al. 1999). The occupational safety regulations and policies are in place and enforced is likely to influence the frequency and severity of work–related injuries (McQuiston and Zakocs and Loomis 1998), while aspects of job quality, including wage equity, family–friendly policies, and demand/control characteristics of jobs, can reduce or exacerbate job–related stress and its sequelae (Cheng et al. 2000; de Jonge et al. 2000; A. L. Saltzstein and Ting and G.H. Saltzstein 2001). The presence of labor unions is also associated with more optimal working conditions and employee compensation (Hirsch and Macpherson 2001).

This table describes the components and indicators of the employment dimension.  Seven employment components are identified:

  1. Employment/Unemployment Rates
  2. Workforce Characteristics
  3. Area Business Capacity
  4. Job Access
  5. Occupational Safety
  6. Job Quality
  7. Job Characteristics

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. Employment/Unemployment Rates:  Job security
Employment volatility State of the Nation's Cities Database*
Variables calculated by the Center for Urban Policy Research for this database indicating employment volatility relative to volatility in the United States as a whole.  Database available in four PC formats (tab–delimited ASCII, SPSS portable, Excel, and SAS) and one Macintosh format.
Employment/Unemployment: Labor market turnover
Unemployment rates: total by race/ethnicity, sex, occupation, and industry Bureau of Labor Statistics, Local Area Series
From this Web site page, select monthly or annual average tables of total unemployment rates for metropolitan areas; tables available in PDF.
Bureau of Labor Statistics, Geographic Profile Series
From this Web site page, select Estimates for Metropolitan Areas and Cities; tables available in PDF.
Labor force participation rates: total by race/ethnicity and sex Bureau of Labor Statistics, Geographic Profile Series
From this Web site page, select Estimates for Metropolitan Areas and Cities.
2. Workforce Characteristics: Racial/ethnic/gender diversity
Percent distribution of employed persons by sex, race/ethnicity, and occupation Bureau of Labor Statistics, Geographic Profile Series
From this Web site page, select Estimates for Metropolitan Areas and Cities.
Percent of workers who are female Union Membership and Earnings Data Book
(http://www.bna.com/bnaplus/labor/
laborrpts.html). Total, private, public sector, and private manufacturing workers; customized reports available for any or all years since 1983.
Workforce Characteristics: Skill level
Percent distribution of employed persons by sex, race/ethnicity, and occupation Bureau of Labor Statistics, Geographic Profile Series
Workforce Characteristics: Unionization
Percent of workforce unionized; percent of workers covered by union contract Union Membership and Earnings Data Book
(http://www.bna.com/bnaplus/labor/
laborrpts.html)
Total, private, public sector, and private manufacturing workers; customized reports available for any or all years since 1983.
Collective bargaining protection laws covering state and local employees; laws protecting public employees' right to strike. Dilts, D.A., C.R. Deitsch, and A. Rassuli. 1992. Labor Relations Law in State and Local Government. Westport, CT:Quorum Books.
3. Area Business Capacity: Tax breaks offered
Corporate income tax rate Tax Foundation*
From this Web site page, select State Finance; select Corporate Income Tax Rates
Area Business Capacity: Number and size of businesses
Number of establishments by employment size (1–4, 5–9, 10–19, 20–49, 50–99, 100–249, 250–499, 500–999, >1,000 employees) County Business Patterns
Downloadable comma–delimited data files and record layout documentation.
Area Business Capacity: Business Space Available
Commercial office space (sq ft) in and outside central business district Society of Industrial and Office Realtors
(http://www.sior.com)
From this Web site page, select Publications; online data from Comparative Statistics of Industrial and Office Real Estate Markets available for purchase.
Commercial office space vacancy rate in and outside central business district Society of Industrial and Office Realtors
(http://www.sior.com)
4. Job Access: Geography of job growth
Central city and suburban: employment growth rate; number and percent change in number of jobs; share and percent change in share of private employment Where Are the Jobs? Cities, Suburbs, and the Competition for Employment* (PDF 89K)
Brookings Institution. Brennan J., and E.W. Hill. 1999.
Number and increase in nonagricultural jobs Blue Chip Growth Update: Arizona State University*
From this Web site page, select Ranking of MSAs.
Job Access: Discrimination/affirmative action policies
Employment–population ratio by race and sex Bureau of Labor Statistics, Geographic Profile Series
From this Web site page, select Estimates for Metropolitan Areas and Cities; tables available in PDF.
Job Access: Distance traveled to work
Share of metro employment >10 miles from central business district Brookings Institution
Glaeser E.L., M. Kahn, and C. Chu 2001. Job Sprawl: Employment Location in U.S. Metropolitan Areas. Downloadable PDF.
Job Access: Transportation system
Percent of workers aged >16 years using various means of transportation to work Census Bureau
Percent of residents without satisfactory public transportation available in neighborhood American Housing Survey
Data for each of 47 selected Metropolitan Areas are collected about every 4 years, with an average of 12 areas included each year. Downloadable data in SAS and ASCII formats.
5. Occupational Safety: Laws, regulations, and company–specific policies
Directory of states with approved occupational safety and health plans Occupational Safety and Health Administration
Occupational Safety: Enforcement/number of violations
OSHA workplace inspections and penalties for violations Occupational Safety and Health Administration Workplace Safety Data*
Business classified by city; data since 1972 available for purchase.
6. Job Quality: Compensation
Compensation See Economic Dimension, Income.
Job Quality: Ratio of Chief Executive Officer to worker earnings
Ratio of mean annual wages, chief executives to production workers 1999 Occupational Employment Statistics
Can be calculated from this data.
7. Job Characteristics: Unionized companies/size and power of unions
Unionized companies/size and power of unions See Workforce Characteristics, Unionizations.
Job Characteristics: Skills needed by employers
Percent of total employment in various industries Bureau of Economic Analysis
Can be calculated from data in downloadable compressed comma–separated–value files.
Job Characteristics: Full vs. part–time employment
Percent of workers who work part–time Census Bureau

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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: 12/07/2006
Content source: Division for Heart Disease and Stroke Prevention, National Center for Chronic Disease Prevention and Health Promotion

 
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