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Unlike report cards that
use clinical measures, The Consumer Assessment of Healthcare
Providers and Systems (CAHPS) reports patient ratings of their
experience with care. The CAHPS surveys were designed to provider
consumers of health care with more information and to enable the
consumer to make better choices about health care coverage. Many
resources have gone into the development and administration of CAHPS
surveys, and as a result, many reports and studies have been
conducted on some of the effects of CAHPS. This report seeks to
look at the literature surrounding the CAHPS program and address
beneficiary issues, including whether the CAHPS survey accurately
reflects patient experiences and whether the CAHPS survey is useful
and beneficial for consumers making healthcare decisions.
Overview of CAHPS
In 1995, the Agency for
Healthcare Research and Quality initiated CAHPS in order to develop
survey and reporting products to give consumers feedback on health
plans and provider performance.[1]
AHRQ, through the CAHPS program, seeks to support the assessments of
consumer experiences with healthcare.[2]
CAHPS was originally launched in response to concerns that there was
little information available about health plan enrollees' own
perspective on the quality of their plans. The role of CAHPS has
been expanded, and now seeks to address needs of health care
consumers, purchasers, health plans, providers, and policymakers.
The current goals of the CAHPS program are to develop an effective
patient questionnaire for comparing data, and to generate tools and
resources for sponsors to produce understandable comparative
information that is useful for consumers and health care providers.[3]
CAHPS continues to
evolve, and is now in its third stage:[4]
CAHPS I: 1996-2001
- CAHPS began when AHRQ gave 3 cooperative agreements to
research organizations that collaborated with AHRQ, CMS and
others to develop test instruments for health plans.
- During this period, CAHPS becomes the de facto standard for
measuring consumer experience with health plans.
- At the end of this period, CAHPS products achieved broad
use. CMS, the National Committee for Quality Assurance, and
most state Medicaid programs adopted the CAHPS health plan
survey.
CAHPS II: 2002-2007
- The second phase of CAHPS addressed the growing demand for
new surveys in other health care sectors. CMS requested
collaboration on surveys for hospitals, nursing homes, in-center
hemodialysis facilities, Clinician/Group Surveys, and others.
- Researches also sought to develop tools for survey providers
to help in quality improvements.
- Many stakeholders realize the value of CAHPS as a quality
improvement tool.
- During this phase, CAHPS was translated into Spanish and
research was conducted on the cultural competency of the survey
instruments.
CAHPS III: 2007-
- The emphasis of CAHPS is no longer simply on developing new
surveys. The goals have shifted to refining and supporting
CAHPS surveys, and increasing the use of CAHPS surveys.[5]
Does the CAHPS Survey
Accurately Reflect Patient Experiences?
Use of Proxies
Some respondents are not
able to complete the CAHPS surveys themselves. These respondents
may have vision problems or may not understand the language, or they
may not be able to cognitively understand the survey questions. For
various reasons, respondents may require the assistance of a proxy.
When a proxy actually completes the survey for someone, they are
called a proxy respondent, whereas proxy assistants help the
respondent by either reading the survey, translating, or writing
responses.[6]
Proxy respondents have an
effect on survey outcomes.[7]
Because of the potential for bias, AHRQ advises consumers to
complete their own surveys. "To ensure that the responses to a
CAHPS survey reflect the respondent's own experiences with care,
consumers should complete their own surveys. It is especially
important that providers not assist their patients because of the
possibility of bias."[8]
AHRQ recognizes that when respondents get assistance from providers,
they tend to respond more favorably. In order to enable data
collection from people unable to read the survey or write the
responses, AHRQ suggests administering the survey by telephone or
providing translators.[9]
Information on the CAHPS website and in the studies makes the
questionable assumption that the CAHPS surveys are administered
fairly and without any influence from the providers acting as a
proxy.
Medicare health plan
surveys are the exception to the restrictions against proxy
assistance. In Medicare health plan surveys, family or friends are
permitted to assist beneficiaries who are unable to provide
responses independently. In studies that have been completed on
Medicare CAHPS, it has been found that proxy respondent differences
are small for objective reporting items but larger for global
ratings.[10]
Proxy assistance effects are small. The relationship of the proxy
to the intended respondent also affects the proxy responses.
Spouses' responses are found to be closer to the patients'
intentions. Proxy respondents (non-provider respondents) typically
give less positive evaluations then both the self-reporting
respondents and spouse proxies. Data also suggests that proxies who
assist the beneficiary may also influence responses, but more
research is needed to see how the proxy influences global ratings.[11]
CAHPS surveys that use
proxies use a case-mix variable to analyze the proxy assisted
surveys with the independently completed surveys.[12]
Using proxy respondents is important to ensure that the experiences
of the most vulnerable patient groups are not omitted. However,
CAHPS surveys need to be aware of the effect proxy respondents may
have on the results. Studies have found that using case mix
adjustment and propensity score rating or matching can improve the
accuracy of surveys using proxy respondents.[13]
Additionally, when surveying a population where a high proportion of
respondents will need proxy respondents or assistance, a good survey
would place a greater reliance on specific and objective reports
rather than on subjective global ratings.[14]
Self-Reported Data
One report by the Health
Research and Educational Trust looked at the self-reported data, and
concluded that people tend to rate themselves more favorably than is
the case.[15]
This report discussed biases that people have about their own health
and self-identity, and the tendency of people to downplay negative
experiences. This study was not discussing the CAHPS survey
specifically, and it also was not advocating a dismissal of
self-reported data. Rather, this study brought to light factors
that affect the accuracy of self-reported data and proxy data. This
study was one of the few that discusses the psychological factors
that can affect the outcomes of health surveys.
AHRQ's response to those
who question the value of patient experience data is that patients
are the most knowledgeable informants about their experiences with
care. AHRQ distinguishes between clinical data and CAHPS surveys.
"Until recently, patients' views of their care were given weight
only to the extent that they correlated with clinical measures. Now
there is growing acceptance of patients' perspectives on care as a
valid measure in itself."[16]
CAHPS is designed to measure patient experiences; it is not
substitute for a clinical measure of quality.[17]
Indeed, research has shown that self-reported data does not always
reflect the clinical measures of quality.[18]
Therefore, CAHPS data is best considered distinct from and different
than quality measures. When a consumer uses CAHPS data to make
health care decisions, it will be important that the consumer is
aware of the distinction between clinical measures and patient
experiences.
Cultural Competence of
Surveys
CAHPS surveys are
distributed to a myriad of people who have a variety of educational
levels, ethnic backgrounds, ages, and medical conditions, and who
speak a variety of languages. Studies have used CAHPS data to find
that racial, ethnic and linguistic minorities face barriers in
access to care, and lower quality of care than non-minorities in the
same health plans.[19]
These studies call for health plans to provide a more diverse
workforce with training in cultural competency, extended clinic
hours, and interpreter services.[20]
Most studies discussing
ethnicity and language focus on the results of the CAHPS surveys,
but they also tend to conclude with a call to construct surveys that
are sensitive to different cultures and languages. A study by the
Journal of General Internal Medicine states that "[c]ulturally and
linguistically appropriate CAHPS survey reports can potentially help
reduce the observed racial/ethnic differences in plan enrollment
patterns."[21]
This study also warns that if white and English speakers are more
likely to use the results of these surveys, it is possible that the
results could reinforce the concentration of minorities in plans
with lower assessments of care. Few studies examine the response
bias within racial/ethnic groups for CAHPS surveys, but the one
study that was cited seems to say that the bias is small.[22]
However, studies cite that the Spanish version of CAHPS is
significantly less reliable and valid than the English versions.
Cultural differences may influence response style in surveys and
limit the ability to make comparisons between respondents of
different racial/ethnic groups.[23]
Efforts are being
undertaken to increase the cultural competency of the CAHPS
surveys. The Commonwealth Fund recently awarded money to the
University of Florida, Principal Investigator Robert Weech-Maldonado,
to develop and test the Patient Assessments of Cultural Competency
Survey. "The CAHPS surveys have been used to assess racial, ethnic,
and linguistic differences in patients' experiences with care.
There are concerns, however, that the surveys do not fully capture
the aspects of the care experience that are particularly relevant to
minority patients, such as access to language services and perceived
discrimination. The goal of this project is to test, validate, and
disseminate a new survey – the Patient Assessments of Cultural
Competency (PACC) – that addresses issues of cultural competency."
The project team will create a short version of this survey to serve
as a supplemental module for the CAHPS instruments. AHRQ and the
National Committee for Quality Assurance intend to collaborate on
the dissemination of the PACC survey. This survey should be
completed in February 2009.[24]
In addition to linguistic
and cultural concerns, CAHPS surveys need to be readable and
understandable for low-literacy groups. Currently, the CAHPS
surveys range from a sixth to eighth grade reading level.[25]
If reading level is a problem, CAHPS survey administrators can
conduct a survey over the phone. In order to increase readability,
some studies are looking into creating an illustrated version of the
CAHPS survey. However, some say that the telephone method may be
easier and cheaper to administer than an illustrated CAHPS.
Is the CAHPS Survey
Useful and Beneficial for Consumers of Healthcare?
CAHPS is designed to be
utilized by consumers as a tool for making health care decisions.
However, consumers may not be aware that this information exists.
In a 2005 Mathematica report, the authors state that the literature
indicates that most consumers are unaware of the publicly available
quality information.[26]
Efforts are being made to make consumers aware of CAHPS information,
but current consumers still make decisions based primarily on
information from family members, friends, or their physician and
have a lower level of trust for published data.[27]
CAHPS data is said to be
easier for consumers to understand and relate to than report cards
based on clinical measures. Studies report that consumers value
information and demand the ability to compare health plan choices.[28]
Focus group evidence indicates that consumers want patient
perspectives on care ratings for hospitals.[29]
However, while many consumers may report that this information is
valuable, many studies conclude that the valued CAHPS results do not
affect choices. Studies of Iowa and New Jersey Medicaid
beneficiaries concluded that CAHPS did not affect health plan
choices.[30]
The Mathematica literature review reports a mixed finding on the
effects of CAHPS on actual consumer decision-making. Some studies
show that more educated and informed consumers are more likely to
use this information.[31]
While the effect of CAHPS
data on consumer actions is hard to see, the effects of this data on
health providers is apparent. CAHPS literature suggests that the
stakeholder role is becoming increasingly important.[32]
During the first stage of CAHPS, health plan providers became very
interested in using CAHPS as a tool for quality improvement. Many
studies report that health plans are using CAHPS to identify areas
of needed improvement and as a rating mechanism to compare their
plans with their competitors. The majority of the literature on
CAHPS effectiveness focuses on how health plans are using the CAHPS
survey data and how best to use the CAHPS survey data for quality
improvement.[33]
Conclusion
The underlying premise
behind the usefulness of CAHPS for beneficiaries is that people will
be better off if they have more information about their health
choices. CAHPS seeks to provide a different set of information; not
information about quality measures, but about a patient's
perspective of global ratings, and experiences. In order to
effectively capture accurate information from patients, CAHPS survey
administrators need to be aware of the effects that proxies have on
data, the issues with self-reported data, and ensure that the
surveys are culturally competent. CAHPS data must address these
concerns in order to be reliable for patients. Research shows that
patients value and understand CAHPS ratings more than they
understand complicated clinical measures. However, patients are not
generally utilizing CAHPS data to help them make health care
choices. Much research is being conducted on how to design an
accurate survey tool, and many studies are being undertaken to
examine how to increase the utility of CAHPS for health plans and
health providers, however there seems to be less focus on creating a
CAHPS report that is utilized by patients. The effectiveness of
CAHPS data on patient choices has yet to be fully realized.
[4] Charles Darby,
Christine Crofton, and Carolyn Clancy , “Consumer Assessment
of Health Providers and Systems (CAHPS): Evolving to Meet
Stakeholder Needs.” American Journal of Medical Quality
2006; 21; 144.
[10] Implementation
of Medicare CAHPS Fee-for-Service Survey, supra note 6.
“Proxy respondents rely on observable factors, such as
counts or the presence or absence of a symptom, suggesting
smaller discrepancies between self-and proxy-reports for
objective or observable measures than for subjective
measures.”
[11] Marc N.
Elliott, Megan K. Beckett, Kelly Chong, Katrin
Hambarsoomians, and Ron D. Hays, How do Proxy Responses and
Proxy-Assisted Responses Differ from what Medicare
Beneficiaries Might Have Reported about Their Health Care?
Health Services Research 43:3 (June 2008). Available at
http://findarticles.com/p/articles/mi_m4149/is_3_43/ai_n25467722.
[13] Implementation
of Medicare CAHPS Fee-for-Service Survey, supra note 6
[14] How do Proxy
Responses and Proxy-Assisted Responses Differ? Supra note 11
at 845
[16] “Evolving to
Meet Stakeholder Needs”, supra note 4 at 144.
[18] For a list of
articles on this subject, see AHRQ’s Frequently Asked
Questions, “Is there a link between performance on CAHPS
surveys and clinical performance?” Id.
[19]
“Race/Ethnicity, Language, and Patients’ Assessments of Care
in Medicaid Managed Care”. Robert Weech-Maldonado, Leo S.
Morales, Mar Elliot, Karen Spritzer, Grant Marshall, and Ron
D. Hays. Health Services Research June 2003; 38:3,
799-808. and “Health Plan Effects on Patient Assessments
of Medicaid Managed Care Among Racial/Ethnic Minorities”
Robert Weech-Maldonado, Marc Elliot, Leo S. Morales, Karen
Spritzer, Grant Marshall, Ron D. Hays. J Gen Intern Med
2004; 19: 136-145.
*Note, most of the studies on racial/ethnic bias have been
done by Morales and Hays.
[21] “Health Plan
Effects on Patient Assessments of Medicaid Managed Care
Among Racial/Ethnic Minorities” supra note 19.
[22] “Variation in
Racial and Ethnic Differences in Consumer Assessments of
Health Care”, Nicole Lurie, Chunliu Zhan, Judith Sangl,
Arlene S. Bierman, and Edward S. Sekscenski. Am J Manag
Care. 2003; 9:502-509. The study cited is Morales LS,
Reise SP, Hays RD “Evaluating the equivalence of health care
ratings by whites and Hispanics”. Med Care. 2000; 38:
517-527.
[26] Tim Lake,
Chris Kvam, and Marsha Gold. “Literature Review: Using
Quality Information for Health Care Decisions and Quality
Improvement, Final Report”. Mathematica Policy Research.
May 2005.
[28] Mark Spranca,
David E. Kanouse, Marc Elliott, Pamela Farley Short, Donna
O. Farley and Ron D. Hays, “Do Consumer Reports of Health
Plan Quality Affect Health Plan Selection?” Health Services
Research 35:5 Part I (December 2000).
[29] Harman Jordan,
Alan White, Catherine Joseph, and Darcy Carr. “Costs and
Benefits of HCAHPS”, Final Report. Abt Associates Inc.
prepared for CMS October 5, 2005. page 9
[31] “Using Quality
Information for Health Care Decisions and Quality
Improvement”, supra note 26 at xii.
[32] Denise
Quigley, et. al. “The Utility of CAHPS for Health Plans.”
Rand Health working paper series. December 2003. p. 9
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