Obtaining and appropriately analyzing good data are essential components of a rational, valid planning process. The general methodology for defining your community's health care needs at the beginning of this chapter discusses the collection of specific data. This data will allow you to build a relatively objective, quantifiable profile of your community's health status. This profile can be used to identify priority areas and as a baseline in the future to mark progress in meeting the population's health needs.
At a minimum, data will need to be collected on the key population descriptors presented below:
- Basic demographics
- population size
- patterns of growth
- age and gender distribution
- racial and ethnic background
- marital status
- average family size
- housing status
- Socioeconomic environment
- income and education
- seasonality
- employment status
- insurance status
- percent below poverty level
- domestic violence
- crime
- Health-related behavior
- most frequent health problems
- clinical services used most often
- prevention and screening
- other health related behavior, e.g., smoking, substance abuse
- Health status indicators
- morbidity and mortality
- birth statistics
- infant mortality rate
- leading causes of death
- incidence of reportable communicable diseases
- sexually transmitted diseases and AIDS
- mental illness
- rules of occupational injury/illness
- decayed/missing teeth/unmet dental treatment needs
- oral health status (prevalence of gingivitis, destructive periodontal disease)
- cancer and heart disease rates
- environmentally-influenced conditions
Your search for relevant health planning data may take many "twists" and "turns" along the way because in fact there are so many different data sources and formats from which to choose. Interestingly a great deal of the data you may be seeking is mostly readily accessible in terms of national or state aggregates rather than local units. Data mining often becomes more challenging as you try to "peel it down" to the county, community, and target population levels. Don't be discouraged if you can't find what you want right away; it's probably available somewhere that you just haven't discovered yet. In general you will find it easier to find accurate population data thankfully because the Census Bureau has made it possible to track the numbers down to very small units, such as Census Tracts (CTs) and even neighborhood blocks. On the other hand acquiring health status data for smaller "units" of population, such as a CT is often not possible and must therefore be interpolated from the larger data sets that are more readily available.
To get started it is recommended that you first contact your state Primary Care Association, Primary Care Office, State Office of Rural Health, or the Health Resources and Services Administration to see how they can be helpful to you in collecting and analyzing the data relevant to your situation. The foregoing agencies are very resourceful organizations who can usually either provide you with at least some of the data you are looking for or point you in the right direction to obtain it from other sources. Web-links to the above agencies are as follows:
Directory of State Primary Care Associations:
http://bphc.hrsa.gov/OSNP/PCADirectory.htm
Directory of State Primary Care Offices:
http://bphc.hrsa.gov/OSNP/PCODirectory.htm
Directory of State Offices of Rural Health:
http://ruralhealth.hrsa.gov/funding/50sorh.htm
Health Resources and Services Administration:
http://ask.hrsa.gov
Capable as they may be, however, do not expect the above agencies to do all your data collection and statistical analysis homework for you. You (or the consultant under contract with you) must assume the responsibility for assembling and evaluating the full spectrum of information needed to help you get where you want to go. The following references are therefore provided to facilitate your search for various kinds of information that you may need to undertake a thorough planning process.
Demographics
Census Data - Contact the Statistical Information Office, Population Division, United States Bureau of the Census for the name of the contact person in your state. A reference librarian m your local library can also lead you to local census tract data and other population statistics documents. The Web link for the Bureau of the Census is, http://quickfacts.census.gov.
Population Projections - Contact the State Auditor General's Office for the name of the state agency responsible for preparing the official population projections. Also, Claritas/NPDC (Ithaca, NY) has an online demographic data base which includes socio- demographic information for any geographical area, i.e., zip code, census tract, SMSA, county, state. The Web link is http://clusterl.claritas.com/claritas.
Economic Indicators - Contact the Chamber of Commerce and the local economic development agency for information on job growth, unemployment rate, area growth rate, etc. the Web link to your Chamber of Commerce may be found at the following Web site: http://www.2chambers.com.
Health Status Indicators
Community Health Status Indicator Project
This is an innovative effort undertaken by the Public Health Foundation to assemble a variety of comparative health indicators and demographic data at the county level. While the entire data base used to be maintained on the Web, that unfortunately is no longer the case. Alternatively the entire data base is on a CD which can be purchased for a modest fee. For further information about obtaining this data, contact the Public Health Foundation at (202) 898-5600 or visit their Web site at: http://www.phf.org/data-infra.htm#Community.
State Health Facts
The Kaiser Family Foundation is an excellent source of both health and demographic data worth exploring. If you are looking for data at the state level, this source may also save you some time since they have already done the work of collecting a great deal of information form other original sources. For further information visit their Web site at http://www.statehealthfacts.kff.org.
State Behavioral Risk Factor Survey
This survey can provide population estimates of behaviors such as smoking, alcohol consumption, and physical activity. Survey information is available from your state health department or from the Survey Data Branch, Centers for Disease Control and Prevention, Atlanta, GA. See http://www.cdc.gov/brfss for further information.
Vital Statistics
Vital statistics information, such as birth and death rates, teen fertility, causes of death, morbidity and mortality, etc. are available from your State Health Department and perhaps your local health department as well. A Directory of State Health Departments can be obtained from www.statepublichealth.org/index.php.
Reportable Disease Records
Most health departments will have data on reportable diseases, such as HIV/AIDS and various communicable diseases, etc. Alternatively they also may be obtained at the federal level by contacting the Centers for Disease Control and Prevention at their Web site: http://www.cdc.gov.
Gateway Web-Linkage to Multiple Data Sources
One of the more comprehensive sources of health planning data on the Web is maintained by the Rural Assistance Center (RAC). To access various Web-links to a variety of data sources, go to the RAC's Web site at: http://www.raconline.org, click on Information Guides then click on Statistics/Maps/Data. This will bring you to a page with Web-links to the following data sources:
Miscellaneous Local Data Resources
In addition to the above sources with Web-links, you may also wish to contact local sources of information in your own community. Examples of local resources that you may wish to contact are the following:
Hospital, emergency room and ambulance records
Morbidity data can be obtained from hospital records. Transfers from the community to other health care facilities can be obtained from ambulance records.
City Public Safety and Police Records
These data sources can provide information on crime and arrest rates, domestic violence incidences, motor vehicle accidents, etc.
Mental Health and Substance Abuse
Contact the local CMHC for information on mental illness and substance abuse in the community.
County Health Department
Contact the department for information on health services available through the county.
Health Care Facilities
Contact the state health planning agency and licensure agency for information on health care facilities in the service area, utilization patterns, discharge data, and specialty services.
Health Care Professionals
Contact the local/state associations for information on the number and specialty for the physicians, dentists, physician assistants, nurse practitioners, certified nurse-midwives, social workers, mental health professionals, and dental hygienists in the area.
Target Population Groups
Each community has special populations and circumstances that make it unique. Some of these, such as migrant and seasonal farm workers, large numbers of homeless people and recent immigrants, face problems of dislocation and low income. Other groups, such as HIV-positive persons and pregnant women abusing drugs, need specialized health care services. As the community profiles are prepared, keep in mind these special populations and how that group can best be served in the primary care center. Examples of potential target populations could include:
- Urban poor;
- Rural populations;
- Migrant and seasonal farm workers;
- Homeless people;
- Recent immigrants/refugee population;
- Special occupation groups;
- Specific groups, e.g., children, women of child-bearing age, frail elderly people;
- Unemployed individuals;
- Abusers of alcohol and other drugs;
- HIV-positive individuals; and
- Persons with low literacy skills.
Organization of Data Collection Efforts
As you are now aware, the amount of information that can be gathered and the time spent collecting and analyzing it can be overwhelming. It is therefore important for you to design a data collection instrument in order to bring some focus to the activity. When you know what information you want "a priori," then you are less likely to get side-tracked with interesting, but non-essential information that you do not need. HRSA's Bureau of Primary Health Care (BPHC) has developed a set of data requirements that are essential to preparing an application for Community Health Center grant funding under Section 330 of the Public Health Service Act. A representative sample of the agency's demographic and health disparity data sets are included in Exhibit 5-3, Exhibit 5-4, and Exhibit 5-5 and illustrate the kind of information you may want to pursue further.
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