USING APPROPRIATE PRICE INDICES
FOR ANALYSES OF HEALTH CARE EXPENDITURES OR INCOME ACROSS MULTIPLE
YEARS
This document provides guidelines to help ensure consistency
and avoid confusion about the use of price indices with MEPS expenditure
or income data.
Table 1 contains a summary of the recommended applications
of different indices described in this document while Tables 2 and
3 provide the actual price indices for 1996 (first MEPS survey year)
through the most recent year available.1
Table 1: Crosswalk of Price Indices and MEPS Analyses
| |
Recommended Index |
| Objective of Analysis |
GDP1 |
CPI2 or PCE1 |
PHCE3 Total |
PHCE3 Component |
| Trends in Expenditures |
X |
|
|
|
| Trends in Out of Pocket Expenditures Only |
|
X |
|
|
| Pooling Total Expenditures |
|
|
X |
|
Pooling Expenditures by Type of Service (e.g. prescription medications) |
|
|
|
X |
| Trends with Income Measures |
|
X |
|
|
1. See http://www.bea.gov/national/#gdp for
more information on the Gross Domestic Product (GDP) or Personal
Consumption Expenditures (PCE).
2. See http://www.bls.gov/bls/proghome.htm for more information
on the Consumer Price Index (CPI).
3. See http://www.cms.gov/NationalHealthExpendData/downloads/dsm-09.pdf for
more information on the Personal Health Care Expenditure (PHCE) component
of the National Health Expenditure Accounts.
1 Comparing Total or Out-of-Pocket Expenditures
for Different Years
1.1 Total Expenditures
Most often, comparisons are made of aggregate expenditures of one
type or another. As a simple example, total expenditures for the
U.S. civilian non-institutionalized population were $553 billion
in 1997 and $811 billion in 2002 (both in nominal terms). Comparisons
may also be done on a per capita basis, for certain subpopulations,
or for certain types of services or drugs (for example, antidepressants).
Regardless, the same considerations and options for adjusting expenditures
to make cross-year comparisons apply.
- Guideline 1: Make comparisons in nominal (or unadjusted) dollars.
That is, leave expenditure estimates as they are, but document this
clearly.
- Guideline 2 (recommended): Use the Gross Domestic Product (GDP)
price index1 to put in constant dollars (also known as real
or inflation
adjusted dollars). For example, to express the 1997 total expenditure
estimate in 2002 real (inflation adjusted) dollars, an analyst
should multiply the 1997 estimate of $553 billion by a factor
of (92.113/84.554)
(obtained from Table 2). When compared to actual expenditures
in 2002 of $811 billion, this inflated expenditure estimate
($602 billion)
indicates that about $209 billion more was spent on health
care in 2002 than 1997, after accounting for inflation.
Explanation: In making these comparisons, what we are really
asking is how has the amount of society’s resources devoted to health
care changed over time. One option is to simply make expenditure
comparisons in nominal terms but this does not account for price
inflation—a dollar today is not worth a dollar
tomorrow. A general price index should be used to put
dollar figures
into constant
terms, because it provides an overall sense of what a
dollar can buy today vs. yesterday, be it health care
or something
else.
While the Consumer Price Index (CPI) is the better known general
index, the GDP price index is preferable for a number of reasons.
Most notably, the composite CPI only covers about 60 percent of the
economy, omitting rural consumers, government purchases, and investment
goods. Given the high proportion of health care expenditures that
comes from federal, state, and local governments, it is especially
important to use a price index, such as the GDP index, that is broadly
reflective of the entire U.S. economy. The GDP price index is also
used by the Center for Medicare and Medicaid Services (CMS) in the
National Health Expenditure Accounts (NHEA).
1.2 Out-of-Pocket Expenditures
- Guideline: Use the Consumer Price Index (CPI all-item all urban
consumers) or alternatively the Personal Consumption Expenditures
(PCE) Index--See Table 2.
Explanation: The CPI does not
include government purchases and investment goods and is the most
widely used price index for consumer spending. The PCE index is an
alternative that can also be used.
Table 2: Price Index Series (last updated April 2010)
| Year |
GDP1 |
CPI2 |
PCE3 |
| 1977 |
42.758 |
60.6 |
36.155 |
| 1987 |
73.204 |
113.6 |
63.589 |
| 1996 |
83.083 |
156.9 |
83.826 |
| 1997 |
84.554 |
160.5 |
85.395 |
| 1998 |
85.507 |
163.0 |
86.207 |
| 1999 |
86.766 |
166.6 |
87.596 |
| 2000 |
88.648 |
172.2 |
89.777 |
| 2001 |
90.654 |
177.1 |
91.488 |
| 2002 |
92.113 |
179.9 |
92.736 |
| 2003 |
94.099 |
184.0 |
94.622 |
| 2004 |
96.769 |
188.9 |
97.098 |
| 2005 |
100.000 |
195.3 |
100.000 |
| 2006 |
103.263 |
201.6 |
102.746 |
| 2007 |
106.221 |
207.3 |
105.502 |
| 2008 |
108.481 |
215.3 |
109.031 |
| 2009 |
109.745 |
214.5 |
|
1. http://www.bea.gov/national/nipaweb/TableView.asp?SelectedTable=4&ViewSeries=NO&Java=no&Request3Place=
N&3Place=N&FromView=YES&Freq=Year&FirstYear=1977&LastYear=2009&3Place=N&Update=Update&JavaBox=no
2. CPI Index-All Urban Consumers, Bureau
of Labor Statistics (http://data.bls.gov/cgi-bin/surveymost?cu)
(U.S. All items, 1982-84=100)
3. http://www.bea.gov/national/nipaweb/TableView.asp?SelectedTable=73&ViewSeries=NO&Java=no&Request3Place=N&3Place=
N&FromView=YES&Freq=Year&FirstYear=1977&LastYear=2008&3Place=N&Update=Update&JavaBox=no
2. Pooling Two or More Years of MEPS Expenditures For Average
Annual Estimates - Occasionally, sample size limitations make it necessary
to pool two or more years of MEPS expenditure data to produce expenditure
estimates of acceptable precision (for example, to analyze infrequently
occurring health conditions or small demographic subpopulations).
- Guideline 1 (total): If
pooling total expenditures, use the Personal Health Care Expenditure
(PHCE) Price Index, CMS Office of the Actuary
(see Table 3, column 1).
- Guideline 2 (service
type): If pooling only one type of health
care expenditure, for example prescription drugs, then
use the price index
for that component of the PHCE (see Table 3, columns
2-10) .
Explanation: Pooling expenditures requires
a price index that is specific to health care services.
Essentially, we are trying to
mimic an annual expenditure estimate rather than compare
inflation adjusted
resources used for health care over time. But health care
prices change from year to year, and faster than overall
price inflation,
so we need to account for these health care price changes
when pooling. The PHCE is recommended over two alternatives, the CPI component
specific to medical care (CPI-M) and the GDP price index for medical
care. The PHCE reflects total personal health care expenses, which
is more appropriate than the CPI-M which only reflects out of pocket
expenses. The PHCE is preferable to the GDP price index for medical
care because the GDP index includes some expenses extraneous to MEPS
such as those for medical research and public health programs. The
CMS Office of the Actuary constructs the PHCE based on components
of the CPI-M and the Producer Price Index (PPI) for hospital care
(see Table 3).
Table 3: PHCE and Component Price Indices - Part 1 of 2
| Industry/Commodity or Service |
1. Personal health care (Overall) |
2. Hospital care |
3. Physician/ clinical services |
4. Other professional services |
5. Dental services |
| Price proxy index |
Derived based on components below2 |
PPI3, hospitals |
CPI4, physician services |
CPI3, other medical professionals |
CPI3, dental services |
| 1996 |
74.96 |
112.60 |
216.40 |
146.60 |
216.50 |
| 1997 |
76.55 |
113.60 |
222.90 |
151.80 |
226.60 |
| 1998 |
78.24 |
114.40 |
229.50 |
155.40 |
236.20 |
| 1999 |
80.35 |
116.40 |
236.00 |
158.70 |
247.20 |
| 2000 |
82.97 |
119.40 |
244.70 |
161.90 |
258.50 |
| 2001 |
86.14 |
123.00 |
253.60 |
167.30 |
269.00 |
| 2002 |
89.43 |
127.50 |
260.60 |
171.80 |
281.00 |
| 2003 |
92.76 |
134.90 |
267.70 |
177.10 |
292.50 |
| 2004 |
96.55 |
141.50 |
278.30 |
181.90 |
306.90 |
| 2005 |
100.00 |
146.90 |
287.50 |
186.80 |
324.00 |
| 2006 |
103.42 |
153.30 |
291.90 |
192.20 |
340.90 |
| 2007 |
106.91 |
158.60 |
303.24 |
197.41 |
358.42 |
| 2008 |
110.17 |
163.40 |
311.34 |
205.49 |
376.87 |
| 2009 |
113.4 |
167.90 |
320.83 |
209.78 |
388.13 |
Table 3: PHCE and Component Price Indices - Part 2 of 2
| Industry/Commodity or Service |
6. Other personal health care |
7. Home health care |
8. Prescription drugs |
9. Other non-durable medical products |
10. Durable medical equipment |
| Price proxy index |
CPI3, medical care |
CPI3, professional services |
CPI3, prescription drugs |
CPI3, internal & respiratory over-the-counter drugs5 |
CPI3, eyeglasses and eye care |
| 1996 |
228.20 |
208.30 |
242.90 |
170.20 |
139.30 |
| 1997 |
234.60 |
215.40 |
249.30 |
173.10 |
141.50 |
| 1998 |
242.10 |
222.20 |
258.60 |
175.40 |
144.10 |
| 1999 |
250.60 |
229.20 |
273.40 |
175.90 |
145.50 |
| 2000 |
260.80 |
237.70 |
285.40 |
176.90 |
149.70 |
| 2001 |
272.80 |
246.50 |
300.90 |
178.90 |
154.40 |
| 2002 |
285.60 |
253.90 |
316.50 |
178.80 |
155.50 |
| 2003 |
297.10 |
261.20 |
326.30 |
181.20 |
155.90 |
| 2004 |
310.10 |
271.50 |
337.20 |
180.90 |
159.30 |
| 2005 |
323.20 |
281.70 |
349.00 |
179.70 |
163.20 |
| 2006 |
336.20 |
289.30 |
363.90 |
183.40 |
168.10 |
| 2007 |
351.05 |
300.79 |
369.16 |
186.41 |
171.62 |
| 2008 |
364.07 |
310.97 |
378.28 |
188.68 |
174.11 |
| 2009 |
375.61 |
319.37 |
391.06 |
192.96 |
175.47 |
1. Indices for
1977 and 1987 are also included in Table 2 to facilitate adjustments
to estimates from the National Medical Care Expenditure
Survey (NMCES) and
National Medical Expenditure Survey (NMES), respectively.
2. Nursing home
care component of overall index not included as separate column
in table because MEPS does not cover residents of institutions.
Contact Office of Actuary at Center for Medicare and Medicaid services
or go to http://www.cms.gov/NationalHealthExpendData/downloads/dsm-09.pdf for
more information on PHCE.
3. http://data.bls.gov/cgi-bin/dsrv?pc (search
text for hospitals)
4. http://data.bls.gov/cgi-bin/dsrv?cu (Not
seasonally adjusted/U.S. city average/Current/search text for item)
5. Category discontinued in 2010. Go to http://www.bls.gov/cpi/cpichg2010.htm for more information.
3. Analyses Using Annual Income Data
Individual and family income data collected
in MEPS are commonly used as covariates in behavioral analyses of
health care spending and/or to construct measures of burden (e.g.
ratio of out-of-pocket medical expenses to income). The following
general guideline for adjusting income data mirrors the recommendation
in section 1.2 above for adjusting out of pocket expenditures.
- Guideline: Use the Consumer
Price Index (CPI all-item all urban consumers) or alternatively
the Personal Consumption Expenditures (PCE) Index--See Table 2.
|