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Dimensions of the Social Environment: Education

Overview

Researchers studying educational context and health have generally used the percent of the adult population not completing high school as an indicator, finding positive associations with all–cause mortality (Guest and Almgren and Hussey 1998; Bosma et al. 2001), homicide (Cubbin and LeClere and Smith 2000), motor vehicle deaths (Cubbin and LeClere and Smith 2000), coronary heart disease prevalence (Diez Roux et al. 1997), neural tube defects (Wasserman et al. 1998), smoking (Diez Roux et al. 1997), severe pediatric injury (Durkin et al. 1994), and elevated serum cholesterol (Diez Roux et al. 1997). High school non–completion rate and median educational level have also been used with other areal economic and employment measures to form aggregate socioeconomic scores that are correlated with adverse health outcomes (Diez Roux et al. 2001; Roberts 1997).

In these studies the contextual educational variable tends to be treated as a marker for a more generalized concept of community socioeconomic status and resources, rather than being considered in its own right. Our consultants suggested that a focused assessment of education aspects are likely to vary among communities is warranted. Multiple measures of the population’s educational attainment and functioning are included in the recommended indicators. Moreover, the levels of funding, characteristics of school systems and curricula, and learning–related aspects of community life such as prevalence of television viewing and numbers of library books per capita, can provide insights into the priority placed on education and corresponding investment within an area, which itself may be related to health outcome.

Specific aspects of the curriculum also have implications for school–aged children's health and throughout their lives. For instance, bullying and violence is a serious problem among children and adolescents (Nansel et al. 2001), and the presence of violence prevention programs has been found to be effective in decreasing physically aggressive behavior (Twemlow et al. 2001; Grossman et al. 1997). Similarly, obesity in children is approaching epidemic proportions and is related to adult obesity; levels of lipids, cholesterol, triglycerides, insulin, and blood pressure; and risk of coronary heart disease (Styne 2001). Incorporating nutrition modification programs and optimal physical education curricula in schools can be effective in modifying these risks (Stone et al. 1998; Snyder et al. 1999).

This table describes the components and indicators of the education dimension.  Five educational components are identified:

  1. Educational Attainment
  2. Funding
  3. Private Schools
  4. School Characteristics
  5. Community Climate

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

Components and Indicators Data Sources and Notes
1. Educational Attainment: Graduation rates
Educational attainment among persons aged >25 years Census Bureau
Number of diploma recipients; number of other high school completers National Center for Education Statistics Common Core of Data (CCD)
Downloadable comma–separated–value and Excel data tables for MSAs, counties, districts, and schools can be created with a Build a Table tool. Source CCD data sets also downloadable in ASCII format.
High school graduation rates U.S. Department of Education, No Child Left Behind
Starting with the 2002–2003 school year, school districts will publicly report graduation rates.
Educational Attainment: Dropout rates
Percent of persons aged 16–19 years not enrolled, not high school graduates Census Bureau
Dropout rates for grades 7–12 and 9–12 CCD Local Education Agency (School District) Universe Dropout Data
Downloadable in ASCII format.
High school dropout rates U.S. Department of Education, No Child Left Behind
Starting with the 2002–03 school year, school districts will publicly report dropout rates.
Educational Attainment: Literacy rates
Reading assessment results U.S. Department of Education, No Child Left Behind
Starting with the 2002–03 school year, school districts will publicly report test results.
Educational Attainment: Test scores
Reading, math, and science assessment results U.S. Department of Education, No Child Left Behind
Starting with the 2002–03 school year, school districts will publicly report test results.
Average SAT scores The College Board
(http://www.collegeboard.com) releases data to states/districts.
Educational Attainment: Rates of progression to post–secondary education
Post–secondary enrollment Census Bureau
2. Funding: Teacher salaries
Mean annual wage: preschool, elementary, middle school, and secondary teachers Bureau of Labor Statistics
Downloadable Excel files.
Funding: Facilities
Percent of schools with at least one inadequate building feature National Education Association*
State–level data.
Funding: Teacher training/support
Professional qualifications of teachers U.S. Department of Education, No Child Left Behind
Starting with the 2002–03 school year, school districts will publicly report this information.
Percent of expenditures on instructional staff support School District Data Book
Data on CD–ROM available for purchase.
Funding: Fiscal capacity of school district
Expenditures per pupil School District Data Book
Long–term debt outstanding School District Data Book
Funding: Proportion of funds by source
Revenues by source for public schools School District Data Book
Local government expenditures on education Census of Governments
Consumer expenditures on education See Economic Dimension, Cost of Living
3. Private Schools: Number
Number of private schools National Private Schools Association Group (http://www.npsag.com/
database.html)
Commercially available database on CD–ROM or diskette.
Private Schools: Enrollment
Percent of students not enrolled in public school School District Data Book
Enrollment in private schools National Private Schools Association Group
(http://www.npsag.com/database.html)
4. School Characteristics: Size of schools/classes
Public school enrollment School District Data Book
National Center for Health Statistics Common Core of Data (CCD)
Mean number of students in primary, middle, and high school Characteristics of the 100 Largest Public Elementary and Secondary School Districts in the United States
School Characteristics: Student/teacher ratios
Pupils per teacher CCD. Downloadable comma–separated–value and Excel data tables for MSAs, counties, districts, and schools can be created with a Build a Table tool.
School Characteristics: Teacher turnover
Rates of teacher turnover Schools and Staffing Survey and Teacher Followup Survey
School Characteristics: Parental attitude/involvement in schools
Percent of households with children aged 0–13 years reporting unsatisfactory public schools in their 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.
School Characteristics: School segregation
Race/ethnicity: Enrollment by race/ethnicity CCD. Downloadable comma–separated–value and Excel data tables for MSAs, counties, districts, and schools can be created with a Build a Table tool.
Race/ethnicity: Exposure of minority students to white students Frankenberg, E., C. Lee, and G. Orfield. 2003. A Multicultural Society With Segregated Schools: Are We Losing the Dream?*
Economic status: Percent of students eligible for free lunch Can be calculated from data in the School District Data Book.
School Characteristics: Curriculum quality
Physical education requirements: Mandated requirements for physical education School Health Policies and Programs Study
Data available in ASCII, SAS, and SPSS formats.
Health education: Health education coordinator in place; health education standards required; curriculum required for accident/injury prevention, alcohol/drug use prevention, consumer health, CPR, death and dying, dental and oral health, emotional and mental health, first aid, growth and development, HIV prevention, immunizations, personal hygiene, suicide prevention, sun safety or skin cancer prevention, tobacco use, and violence prevention School Health Policies and Programs Study
Nutrition education: Nutrition and dietary behavior curriculum required School Health Policies and Programs Study
Sex education: Required curricula for human sexuality, pregnancy prevention, and STD prevention School Health Policies and Programs Study
School Characteristics: Preschool/kindergarten/early intervention
Nursery school, preschool enrollment Census Bureau
School Characteristics: School–based clinics
Number of school–based health centers Center for Health and Health Care in Schools*
School Characteristics: Physical environment of school/safety
On school property: availability of drugs; percent of students threatened/injured with a weapon, involved in physical fights, or carrying a weapon; percent of students who do not feel safe on school property; percent of teachers victimized National Education Goals Panel
5. Community Climate: Television viewing
Hours per week of television viewing, by age Nielson Media Research
(http://www.nielsonmedia.com)
Community Climate: Radio stations
Number of radio stations Gale Directory of Publications and Broadcast Media
(http://www.galenet.gale.com/a/acp/
db/gdpbm)
Community Climate: Reading/reading to children
Proportion of households receiving daily newspapers SRDS Corporation
(http://www.srds.com)
Number of local newspapers Gale Directory of Publications and Broadcast Media
(http://www.galenet.gale.com/a/acp/
db/gdpbm)
Community Climate: Libraries
Number of libraries; number of library books and serial volumes Public Libraries Survey

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Page last reviewed: January 7, 2008
Page last modified: January 7, 2008

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

 
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