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Robert McCormick
Planning with POWER
Purdue University
195 Marsteller Street
West Lafayette, IN 47906-2033
765.494.362
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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 reclassified
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 |
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