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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:
- Employment/Unemployment Rates
- Workforce Characteristics
- Area Business Capacity
- Job Access
- Occupational Safety
- Job Quality
- Job Characteristics
Within each component, several indicators are identified, and for each
indicator at least one data set is listed.
One 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 |
*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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