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Robert McCormick
Planning with POWER
Purdue University
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West Lafayette, IN 47906-2033
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Phase 1: Health and Human Services

High quality, accessible health and human services contribute to an area's economic prosperity and overall well-being. Companies regularly include the availability of health care and human services in their location decisions. Retirees gravitate to amenity rich areas that include recreational, educational, social, cultural, health, and human services. These and other reasons make it essential to inventory these services and incorporate them throughout the comprehensive planning process.

These questions that follow assist you in construction of the inventory of your area's health care services infrastructure (inpatient, outpatient, and ancillary services), health services accessibility (access to physician care and access to hospital care), and other social services. County level data will assist you in understanding your level of health services compared to surrounding counties and the state.

What health care facilities are available and where are these facilities located?

(health care facilities)

Primary components of the health services infrastructure include residential and long-term care facilities, hospitals and rural clinics, and emergency centers. Using the latest data available, Indiana has 692 residential and long-term facilities, 215 hospitals and rural clinics, and 956 emergency centers. Residential/long-term facilities, hospitals and rural clinics tend to concentrate in and around metropolitan areas whereas emergency facilities are dispersed throughout the state. Though hard to quantify the impacts, firms, corporations and citizens value a comprehensive health services infrastructure and include it in their location decisions


How does my county fare regarding access to physician care?


Nationwide, one physician is available for every 442 Americans.  In Indiana, the ratio increases to one physician for every 469 residents1, slightly worse than the national average.

Access to physician care varies widely among Indiana's counties. Purdue researchers Unal, Chen and Waldorf developed and estimated an "access to physician care" variable by county using 2005 physician, population, and city boundary data (view map). Counties with the highest and lowest access to physician care are shown below. Marion County, which had the best ratio of physicians to residents, received a score of 1. Posey County, which had the lowest access to physicians, received a score of 0.  All remaining counties fell between 0 and 1.

Indiana Counties with Highest and Lowest Access to Physician Care
Highest
access
County Physician
Access
Lowest
Access
County Physician
Access
1 Marion 1.000 83 Ripley 0.051
2 Vanderburgh 0.637 84 Benton 0.048
3 Hamilton 0.632 85 Sullivan 0.046
4 Monroe 0.538 86 Newton 0.037
5 Hancock 0.525 87 Crawford 0.018
6 St. Joseph 0.500 88 Spencer 0.018
7 Allen 0.482 89 Perry 0.010
8 Boone 0.466 90 Ohio 0.010
9 Hendricks 0.462 91 Switzerland 0.005
10 Tippecanoe 0.455 92 Posey 0.000
Table adapted from: Edna Unal, Susan Chen, and Brigitte Waldorf. "How accessible is Health Care in Your County?" June 2007. Purdue Agricultural Economics Report, Department of Agricultural Economics, Purdue University. 26 Aug. 2008. <http://www.agecon.purdue.edu/extension/pubs/paer/2007/june/waldorf.asp>.

A state map, "Access to Physician Care in Indiana Counties," (view map) captures the concentration and variability of physician care. The fast growing counties-Boone, Hamilton, Hancock, and Hendricks-surrounding Marion County, Tippecanoe and Monroe counties where Purdue and Indiana universities are located, and regional centers found in Vanderburgh and Allen counties have the most favorable access to physicians. Several counties (Switzerland, Ohio, Perry, and Spencer) that border the Ohio River are only marginally better than Posey, the county with the lowest category of access to physician care. The four northeastern counties of Lagrange, Steuben, Noble and De Kalb also form a pocket of poor access to care.

1Edna Unal, Susan Chen, and Brigitte Waldorf. "How accessible is Health Care in Your County"? June 2007. Purdue Agricultural Economics Report, Department of Agricultural Economics, Purdue University. 26 Aug. 2008. <http://www.agecon.purdue.edu/extension/pubs/paer/2007/june/waldorf.asp>.


How does my county fare regarding access to hospital care


Access to hospital care is another important indicator of a county’s health services. Purdue researchers Unal, Chen, and Waldorf1 developed an “access to hospital care” variable and estimated it using county level population data from the U.S. Census, city boundary data, and hospital and rural clinic location data. Again, the county with the highest score received a value of 1; the worst score, a value of 0. Scores for the remaining 90 counties fell between 0 and 1.

Counties with the highest and lowest access to hospital care are shown below. Marion County again ranked the highest and received a score of 1. Marion plus Vanderburgh, Monroe, St. Joseph and Allen counties show up in the top-ten list of access to physician care. The remaining 5 counties in the top-ten hospital care list represent regional centers for the surrounding rural areas: Vigo County (Terre Haute), Jefferson County (New Albany), Lake County (Gary), Madison County (Anderson), and Porter County (Portage, Valparaiso).

The ten most underserved counties, with the lowest being Ohio, tend to be concentrated in Southern Indiana. Benton is the only northern county, which was ranked 85th in the state. Furthermore, seven of the counties (Benton, Crawford, Spencer, Perry, Posey, Switzerland, and Ohio) on the lowest list for hospital care are also on the lowest list for access to physician care.

Indiana Counties with Highest and Lowest Access to Hospital Care
Highest
access
County Physician
Access
Lowest
Access
County Physician
Access
1 Marion 1.000 83 Pike 0.053
2 Vanderburgh 0.936 84 Martin 0.049
3 Vigo 0.706 85 Benton 0.047
4 Jefferson 0.662 86 Franklin 0.047
5 Allen 0.640 87 Crawford 0.009
6 Lake 0.628 88 Spencer 0.006
7 St. Joseph 0.550 89 Perry 0.006
8 Madison 0.541 90 Posey 0.001
9 Monroe 0.536 91 Switzerland 0.001
10 Porter 0.517 92 Ohio 0.000
Table adapted from: Edna Unal, Susan Chen, and Brigitte Waldorf. "How accessible is Health Care in Your County?" June 2007. Purdue Agricultural Economics Report, Department of Agricultural Economics, Purdue University. 26 Aug. 2008. <http://www.agecon.purdue.edu/extension/pubs/paer/2007/june/waldorf.asp>.

An Indiana map of “access to hospital care” (view map) again shows wide variability across the state. Particularly troublesome is the pattern observed in the counties that share a border with another state. Of the 32 border counties, 23 received scores less than or equal to 0.2. The map clearly shows the disparity between the urban areas, especially Marion and its collar counties and the Chicago metropolitan area, and the rural counties where access to health care typically falls in the bottom two categories.
 


How does my county rank regarding health care services?


The primary variables – access to physician care and access to health care – are combined and reclassifiedChart displaying access to physicians and hospitals into three categories: low access, medium access, and good access. Median and average values of the two skewed distributions were used to assign counties to the categories according to the analysis shown in the figure to the right. Counties assigned to the low access category had scores below each variable’s median value. Counties assigned to the good access category had scores that exceeded each variable’s average value. The remaining counties were assigned to the medium access category.

A state map (view map) of the variable “access to health care” that combines access to physician and hospital care shows the disparity of health services across Indiana. Of the state’s 92 counties, 40 are “poor access” counties; 22, “medium access;” and 30 “good access.” People have good access to health care in and around the Chicago and Indianapolis-Carmel metropolitan areas, regional centers, and counties of major universities and colleges. The “poor access” counties, many of which are along the Illinois border and Ohio River, comprise almost 15 percent of the state’s population. These “poor access” counties also tend to be slightly smaller and more rural. Further analysis also shows that residents of the “poor access” counties tend to have higher proportions of elderly, children, and poorly educated as shown in the table below. Inadequate health care could prove to be a formidable barrier to development.

Characteristics of Indiana Counties by Health Care Accessibility
Characteristic Poor (n=40) Medium 9n=22) Good (n=30)
Average Std. Dev Average Std. Dev Average Std. Dev
Total Population 22,647 10,329 37,537 14,850 144,960 166,945
% Children (0-17 years) 26.76 2.05 25.79 1.63 25.73 2.55
% Elderly (65+) 13.16 1.66 13.90 1.35 11.93 1.94
% Adults with at least
Bachelor's Degree
11.37 1.98 13.12 3.25 22.36 8.33
% Adults without a
High School Degree
21.03 4.90 19.52 4.05 16.88 3.93
% Hispanic 1.65 1.42 2.10 1.82 4.19 2.65
% Black 0.52 0.77 1.81 1.23 11.29 6.34
% Population in Poverty 8.38 1.90 8.37 2.07 8.84 2.61
Median HH Income ($) 40,117 4,199 40,823 4,321 45,352 8,759
Index of Relative Rurality 0.48 0.06 0.41 0.05 0.29 0.08