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MEPS
Medical Provider Component
Annual Methodology Report
Deliverable Number: 36.2
Version 1.0
April 2012
Submitted to:
Agency for Healthcare Research and Quality
540 Gaither Road
Rockville, Maryland 20850
Submitted by:
Westat
1650 Research Boulevard
Rockville, Maryland 20850-3195
301-251-1500
RTI Project Number 0211755.001
AHRQ Contract Number HHSA290200810009C
Final
Table of Contents
1. Introduction
2. Preparations for the 2009 MPC
2.1 Sample Preparations
2.1.1 Sample files in the 2009
2.1.2 Schedule of Delivery from Household Component
2.2 Sample Maintenance
2.2.1 Contact Groups
2.2.2 Fielding the 2009 MPC Sample
2.2.3 Provider Type Classification
2.2.4 Priority Codes
2.3 Integrated Data Collection System
2.3.1 Objectives of moving from paper to computer assisted system
2.3.2 Components of the Integrated Data Collection System
2.4 Enhanced Security Network
2.5 Training
3. Data Collection
3.1 Provider Recruitment and Data Collection Procedures
3.1.1 Hospitals
3.1.2 Institutions
3.1.3 Office Based Doctors (OBDs)
3.1.4 Home Health Providers
3.1.5 Pharmacy
3.1.6 Separately Billing Doctors (SBDs)
3.2 Data Abstraction
3.3 Coding Text Fields Collected in the 2009 MPC
3.4 Data Collection Schedule
3.5 Post Data Collection Editing and Reabstraction
3.6 Data Collection Results
3.6.1 Response Rates
3.6.2 Refusal Conversion
3.6.3 Components of MPC Data Collection
3.6.4 Timing
Table 2-1 Summary of Design Factors in the Household Component, 2007-2009
Table 2-2 MPC sample sizes for data years 2006-2008
Table 3-1 Percent of Participating Contact Groups that Provided Records
Table 3-2 2009 MPC Data Collection Schedule
Table 3-3 Pairs and Events Selected for Review
Table 3-4 Provider-Level Response Rates, MPC 2008 and 2009
Table 3-5 Pair-level response rates, MPC 2008 and 2009
Table 3-6 SBD Node-Level Response Rate
Table 3-7 Refusal Conversion Outcomes: Final Disposition of Contact Groups Initially Coded as Refusal, 2009 MPC
Figure 3-1 Hospital providers: Response factors over time
Figure 3-2 Office-Based providers: Response factors over time
Figure 3-3 SBD providers: Response factors over time
Figure 3-4 Pharmacy providers: Response factors over time
Table 3-8 Hours per Completed Pair, 2006-2009
Table B-1 MPC Sample Sizes, Provider Level, 1996-2009
Table B-2 MPC Sample Sizes, Pair Level, 1996-2009
Table B-3 MPC Data Collection Results, Provider Level, 1996-2009
Table B-4 MPC Data Collection Results, Pair Level, 1996-2009
Medical Expenditure Panel Survey - Medical Provider
Component (MEPS-MPC)
Methodology Report 2009 Data
Collection
Deliverable 36.2
Version 1.0
April 2012
Prepared for
Agency for Healthcare Research and Quality
Marie Stagnitti
AHRQ Project Officer
AHRQ, Center for Financing, Access & Cost Trends
540 Gaither Road
Rockville, MD 20850
Prepared by
RTI International
3040 Cornwallis Road
PO Box 12194
Research Triangle Park, NC 27709-2194
RTI Project Number 0211755.001
APPROVED BY
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Name
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Title
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Signature
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Date |
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John Loft
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Project Director
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Marie Stagnitti
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AHRQ Project Officer
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Revision History
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Version
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Author/Title
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Date
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Comments |
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0.1 |
John Loft |
July 2011 |
Submitted to Team for
input. |
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0.2 |
John Loft |
February
2012 |
Added results of SD Data
Collection |
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0.3 |
John Loft |
April 2012 |
Incorporate Input from
Team. |
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1.0 |
John Loft |
Submitted Draft to
AHRS |
|
Table of
Contents
Return To Table Of Contents
1. Introduction
This report describes the methodology of the 2009
MEPS Medical Provider Component (MPC). The MEPS MPC collects data from all
hospitals, emergency rooms, home health care agencies, outpatient departments,
long term health care facilities and pharmacies reported by MEPS Household
Component (HC) respondents as well as all physicians who provide services for
patients in hospitals but bill separately from the hospital.
Providers for the MPC sample each year are identified
in three rounds of HC data collection for two HC panels. The panel design of the
survey, which features five core rounds of interviewing, covers two full
calendar years. The MEPS HC collects data from a sample of families and
individuals in selected communities across the United States, drawn from a
nationally representative subsample of households that participated in the prior
year's National Health Interview Survey (conducted by the National Center for
Health Statistics of the Centers for Disease Control and Prevention).
During the household interviews, the MEPS HC collects
detailed information for each person in the household including demographic
characteristics, health conditions, health status, use of medical services,
charges and source of payments, access to care, satisfaction with care, health
insurance coverage, income, and employment.
Two important features of the 2009 MEPS MPC should be
noted. First, AHRQ awarded a contract to RTI International (RTI) and Social
& Scientific Systems, Inc. (SSS). RTI was responsible for overall project
management, instrumentation and systems development, sample maintenance, data
collection, and matching MPC records and HC records. SSS assisted with
instrument design and shared in the data collection task and, in particular,
completed the Pharmacy Component. Westat, Inc. was the contractor for the
Household Component of MEPS.
Second, for the 2009 MPC, a computer-assisted system
was developed for both interviewing and record abstraction. This Integrated Data
Collection System (IDCS) supported the effort to recruit providers by telephone
and to interview medical records and billing staffs of medical facilities. For
providers that preferred send hard copy records, the same application was used
to abstract information from medical records and patient accounts.
In this report, preparations for the 2009 MPC are
discussed in Chapter 2, including the 2009 MPC sample, a description of data
collection instruments and features of the IDCS, and recruiting and training
activities. Data collection activities and outcomes are presented in Chapter
3.
Return To Table Of Contents
2. Preparations for the 2009 MPC
This chapter describes the 2009 MPC provider
sample, preparations for data collection, and procedures followed to update the
sample with additional providers who might have been missed in the HC and update
locating information. The chapter also discusses data collection instruments,
including features of the IDCS and recruiting and training of data collection
staff.
Return To Table Of Contents
2.1 Sample Preparations
The basic sample unit in the MPC is a person-provider pair
where the person is a member of a household participating in the HC and the
provider is identified in the household survey as one associated with a medical
event, that is, an office visit, a hospital stay, a prescription for medicine,
or other health care event. Respondents in the HC are asked to identify all
medical providers associated with health care services received by each member
of the household. Household members are asked to sign an Authorization Form (AF)
indicating their agreement to allow providers to release information about the
event to the MPC. This form is compliant with the Health Insurance Portability
and Accountability Act (HIPAA) implemented in 2003.
Within the Household Component, medical providers include
any type of practitioner contacted by the household for what the household
considers to be health care—hospitals, clinics, long-term care institutions,
HMOs, medical doctors and doctors of osteopathy, dentists, home care providers,
optometrists, podiatrists, chiropractors, psychologists, and other
practitioners.
Eligibility for the MPC is restricted to services rendered
in a hospital or by a medical doctor or doctor of osteopathy (MD or DO) or under
the supervision of an MD or DO. Services provided by dentists, optometrists,
psychologists, podiatrists, chiropractors, and other kinds of health care
practitioners who do not provide care under the supervision of an MD or DO are
excluded from the MPC. Care provided by home care agencies is an exception to
this criterion; the sample design includes all care provided through a home care
agency. Pharmacies reported as sources of prescription medicines obtained by
household respondents make up the final group of MPC respondents.
In summary the provider types included in the MPC are:
Hospitals—Providers associated with an inpatient
stay as well as hospital outpatient clinic or emergency room
Institutions—Long-term care providers
Pharmacies—Pharmacies where household respondents
obtained or purchased prescriptions medicines
Office Based Doctors (OBDs)—Physicians (MDs and DOs)
associated with non-hospital care.
Home Care Agencies—Providers associated with care
provided in the home of the household respondent, including either health care
(Health Agencies) or other services excluding health care (Non-Health
Agencies)
Separately Billing Doctors (SBDs)—Providers added to
the sample of providers obtained from the HC from the medical records of
hospitals and institutions. Charges and payments for their services are not
included in the hospital or institution financial records and must be obtained
by contacting the offices of the SBDs.
Return To Table Of Contents
2.1.1 Sample files in the 2009 MPC
Westat prepared person-provider pair data from the computer
assisted personal interview (CAPI) survey instrument used in the HC. The file
includes pairs with eligible dates of utilization (that is, 2009) and signed
AFs. Westat unduplicated the provider data exported from CAPI within the HC
Reporting Unit (RU), subsampled OBDs at the RU level, and delivered the
extracted MPC sample files to RTI. The OBD subsampling rate in the 2009
MPC was 50%.
Table 2-1 is adapted and updated from a similar
table in the methodology report for 2008. Office-based providers (OBDs)
were subsampled following household data collection in each of the years
shown.
|
| 2007 |
2008 |
2009 |
| |
Panel 11, Year 2 |
Panel 12, Year 1 |
Panel 11, Year 2 |
Panel 12, Year 1 |
Panel 12, Year 2 |
Panel 13, Year 1 |
| No. of PSUs for household sample |
195 |
183 |
183 |
183 |
183 |
183 |
| No. of household interviews |
6,781 |
5,383 |
5,182 |
7,648 |
7,461 |
6,980 |
| Subsampling of office-based providers in CAPI |
No |
No |
No |
No |
No |
No |
| Subsampling of office-based providers after CAPI |
Yes |
Yes |
Yes |
Yes |
Yes |
Yes |
| Sources: MEPS Medical Provider Component Annual Methodology Report (May 15, 2010), Table
2.1 and MEPS Household Component Annual Methodology Report (March 15,
2011), Table 1.1 and Table 4.3 |
The input to the MPC included several distinct files.
Records in the main sample file were identified at
the patient-provider pair (PAIRID) level. All other files used to construct and
load the sample were merged with this file. This file identified the MPC cases
loaded into the IDCS Control System (CS) and tracked throughout the MPC data
collection period. For the purposes of data collection in the MPC, the CS
tracked at the event level, person-provider pair level, and provider level.
During the matching process, the data collected during the MPC was linked back
to the person-provider pairs from this original HC sample file.
The person file contained identifying information
for every household member associated with a person-provider pair in the main
sample file. The file can be merged with the main sample using the person ID
(PERSID).
The master provider directory was a listing of
providers and along with a corresponding Provider ID (PDDIRID) for each provider
record. It included all of the providers reported by HC respondents since 1995.
The file can be merged with the main sample file using PDDIRID so that the name
and contact information of the provider can be loaded as part of the MPC
case.
The pharmacy directory file can be merged with the
main sample file using PHADIRID (same as PDDIRID) so that the name and contact
information of the pharmacy can be loaded as part of the pharmacy case.
Return To Table Of Contents
2.1.1 Schedule of Delivery from Household Component
For the 2009 MPC, Westat extracted the sample
files used for inclusion in the MPC sample in two waves for the non-pharmacy
(hospitals, office-based providers, home health providers, and institutional
care providers) and four waves for the pharmacy sample.
The schedule for 2009 MPC sample
was:
- January, 2010
- 1st Provider Wave: Panel 13,
Rounds 3 & 4; Panel 14, Rounds 1 & 2
- 1st Pharmacy Wave: Panel 14,
Round 2
- April, 2010
- 2nd Pharmacy Wave: Panel 13,
Round 5 (1st cut)
- July, 2010
- 2nd Provider Wave: Panel 13,
Round 5; Panel 14, Round 3
- 3rd Pharmacy Wave: Panel 14,
Round 3
- 4th Pharmacy Wave: Panel 13,
Round 5 (final cut)
The following data elements were included in
the MPC sample in order to identify each0020person-provider pair:
- Unique person and Provider IDs used to link
the data collected through the MPC back to the household-generated data for
the matching process
- Identifying information of the household
member, such as name, address, gender, and date of birth, parent name if
person under age 18, spouse name (if married), and policy holder name for
insured persons
- Identifying information about each provider,
such as name, address, and telephone number
- At the person-provider pair level, the
number of each type of event identified for the person for that provider and
any other HC variables necessary to assign priority flags (see section 2.2.4
below).
These data elements are necessary to define a
person-provider pair, a key data collection unit of the MPC. The extracted file
records were sorted so that all person-provider pairs for a provider were listed
together, thereby creating provider-level records. (For more information
about the data elements included in the extraction files, see the deliverable
Specifications for Sample Preparation – 2009 MEPS.)
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2.2
Sample Maintenance
Westat assigned Provider IDs either during the
CAPI interview or in a post-data collection process where clerks looked up
providers in an historical master provider directory. Providers that could not
be located in this master directory were assigned a new provider ID. In order to
facilitate data collection, RTI sorted providers into contact groups, that is,
groups where several providers share the same contact information (e.g.,
telephone number). In the formation of contact groups, original Provider
IDs and other HC detailed information were preserved to assure accurate linkages
back to the initial sample files. During the MPC data collection, the IDCS
enabled contact groups to change as facilities could be restructured, bought out
by other entities, or change location of the medical and/or billing
records.
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2.2.1
Contact Groups
Providers at the same location (e.g., physicians working in
the same group practice or hospital) were sorted into contact groups using two
processes. First, provider lists were reviewed for similarities in name and
locating information (e.g., telephone numbers). Second, RTI used Westat’s
historical grouping database that indicates Provider IDs have been grouped
together in prior years of the MPC.
All Veterans Administration cases were grouped together
because of their common organizational structure that makes them significantly
different from the other providers in the sample. In addition, identified HMO
providers were grouped together because they may prefer that contact be made
with their common corporate office rather than with the individual providers.
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2.2.2 Fielding the 2009 MPC Sample
In the 2009 MPC, the non-pharmacy sample was fielded in
three waves. The second and third wave of MPC cases were reviewed at the
provider and person levels to identify overlap or duplication with the prior
wave. As each wave was processed, all persons associated with a Provider ID were
grouped together and the providers are unduplicated within the wave by the HC
contractor using the same procedures as the first sample wave.
Given the HC data collection procedures, it is possible for
a person-provider pair to be included in more than one wave of the MPC sample.
Before fielded the second and third wave, each was reviewed to identify pairs
that had been included in an earlier wave. When a person-provider pair in the
new wave matched a person-provider pair from an earlier wave and the same event
types were reported in both (or all three) waves, the person-provider pair is
not be fielded in the later wave. If different event types are reported, the
case is reviewed to determine whether additional data collection is
necessary.
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2.2.3 Provider Type Classification
Provider type was important operationally in the MPC for
several reasons. Because hospital events were likely to be associated with high
expenditures, it was important to track participation by provider type to assure
that hospital providers are responsive to the survey. Hospitals can be complex
environments and data collection instruments were designed to assist the data
collection staff in dealing with multiple points of contact within the hospital
and with potentially more complicated medical records and billing and payment
information. Also because of this complexity, more experienced staff were
assigned to hospital data collection.
Provider type was assigned at both the pair level and the
provider level. The initial provider type for the pair was assigned during the
HC interview when the household respondent identifies the type of medical events
associated with a medical provider.
However, it is possible that household respondents may not
accurately report the provider type. For example, a visit to a hospital
outpatient department may be reported by the household respondent as an
office-based doctor visit. Several measures were employed in the MPC to help
assure the provider type was accurately identified for data collection.
Westat compared the household designation of provider type
with historical information available in the master provider directory. If there
was an inconsistency, provider type was changed to be consistent with the
directory data. If the information was consistent or the provider could be
identified in the historical directory, the provider type was left as reported
by the household.
In addition, following the sorting of provider pairs into
contact groups, RTI reviewed the composition of contact to see if provider
classification at the pair level was consistent within contact group.
Inconsistencies were resolved by giving priority to hospital pairs; that is, if
any pair within a contact group was classified as a hospital pair, the provider
type for the contact group was also classified as hospital.
Finally, if the data collection staff discovered that the
provider type was incorrect during the initial contact with the provider the
provider type was updated so that the appropriate event booklet could be
administered.
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2.2.4 Priority Codes
A priority code was attached to both providers and
person/provider pairs. High priority cases include patients or providers
expected to be associated with high costs. These priority cases were closely
tracked and monitored during MPC data collection through the use of production
reports that track the progress of completing these priority cases. Priority
flags were attached at the person level to ensure that contact groups with
patients having priority flags were given priority by the data collection staff
when working MPC cases. Priority flags set at the
person-level were rolled up to the provider and contact group levels. A
priority flag was set if the person meets one or more of the following criteria:
- Had a hospital stay or home health event
- Was deceased
- Was institutionalized in a health care facility
- Had an outpatient or office visit surgery.
Return To Table Of Contents
2.3 Integrated Data Collection System
The Integrated Data Collection System IDCS supported the
data collection and tracking requirements of the MPC. Its main purposes were
to:
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Manage and update the provider information
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Collect updated information via telephone, or hardcopy form into
one central database
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Produce reports for project staff as well as AHRQ
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Provide a secure model to contain information with RTI’s Enhanced
Security Network
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Produce data files for the matching process.
The IDCS consisted of two main systems: a Web component in
ASP.Net in which the MEPS-MPC forms (Contact Guides and Event Forms) were
programmed for either data entry either during telephone calls or record
abstraction a Case Management System (CMS) that managed the medical providers
and associated forms for call scheduling, contact information, appointment
times, and event/status information.
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2.3.1 Objectives of moving from paper to computer assisted system
The IDCS was designed to support the complex tracking
requirements of the MPC, providing reports on completion for providers and
patient-provider pairs. Regardless of the type of event form or mode of data
collection (telephone or abstraction), all data were entered directly into a
central database, eliminating separate steps for keying and merging of data from
multiple sources.
The IDCS user interface was designed so that data can be
entered in whatever order they appear in the provider records. A series of menu
options allowed data collection staff to easily access different sections of
data collection instruments to accommodate to a variety of situations that might
occur in collecting data from many types of providers. Onscreen data collection
forms included edit checks to improve the accuracy of data.
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2.3.2 Components of the Integrated Data Collection System
Case Management System (CMS)
The CMS provided oversight and control over the MPC sample
by tracking pending and final disposition for individual cases and for the
aggregate sample. For individual cases, the CMS tracked the completion of data
collection by individual medical events, patients, providers and provider
practices (contact groups), providing call center supervisors and project staff
a tool for measuring progress in completing the varied data collection units in
the MPC. At the aggregate level, the CMS produced daily standard or customized
reports to track performance of the data collection activity. The CMS was used
to monitor production of cases completed record abstraction as well as by
telephone.
Contact Guide
Contact Guides were programmed for each of the major
provider types as an aid to recruiting providers. Contract Guides were used to
record contact information for several points of contact within a provider
organization (e.g., a group practice or hospital) and results of each contact.
The Contact Guides included the capability to generate packages of materials,
including copies of the patient’s signed AF that were then either faxed or
mailed to providers. The Guides interacted with the CMS to prompt follow-up
contacts with providers after an appropriate time (24 hours for faxed material;
5 days for mailed material).
Event Forms
Event Forms were modeled on the booklets used previously in
the MPC and were programmed for each provider type. Event Forms were used for
collecting information either during telephone calls with providers or by
abstracting hardcopy medical or billing records. In contrast with a traditional
linear questionnaire, the Event Forms were adaptable to the particular format of
medical and billing records. The Event Forms featured edit checks on individual
items and were also programmed to alert users to inconsistencies that may
resolved either with telephone respondents or by further investigation in hard
copy records. As each Event Form was completed, it was checked for critical
items and, if missing, the Form was flagged for follow-up.
Completion of Event Forms was tracked automatically in the
CMS to record progress in completing information about medical events, patients,
providers, and provider contact groups.
Control System
The Control System managed information flow among the CMS,
Contact Guides, and Event Forms and triggered processes based on disposition
codes. The Control System imported the provider sample files and arranged
information about providers and patient into contact groups to facilitate
provider recruiting efforts and data collection. Based on user-selected
disposition codes or disposition codes generated automatically, the Control
System updated the CMS with pending or final disposition codes. The Control
System triggered the production of materials faxed or mailed to providers
(including AFs). It notified data collection staff that these materials had been
sent to providers and generated notices for follow-up.
Assignment Transfer
The Assignment Transfer System was used to re-assign cases
among the data collection staff. Typically, this was used to reassign a
reluctant provider to a more skilled negotiator on the data collection team or
to balance workloads among staff. Results of all previous call attempts or
entered data were accessible to the new user.
Automated Fax/Mail
Prior to data collection and using the contact information
collected by the provider during initial contact, providers were sent (by fax or
mail) the following materials:
- Fax/mail cover sheet
- Cover letter providing general information about the study from
the U.S. Department of Health and Human Services
- Brochure that addresses commonly asked questions about the
MEPS-MPC study
- Patient List of all MEPS-HC respondents who reported receiving
services from the provider
- AF for each patient on the Patient List
- Fax/mail return form used by the respondent when they preferred to
fax or mail their medical and billing records for hardcopy abstraction. The fax
return cover sheet contained pre-printed information for faxing records. The
mail return form includes a pre-printed mailing label for the provider to send
via mail.
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2.4 Enhanced Security Network
All files containing personally identifiable
information (PII) or personal health information (PHI) were stored and managed
within the Enhanced Security Network (ESN), a network developed by RTI to meet
the security requirements of
NIST
SP 800-53, Rev. 2, Recommended Security Controls for Federal Information
Systems. A key IDCS security feature provided access to the
Web interface based on the login attributes assigned to individual users.
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2.5 Training
Data collection specialists (DCSs) were the
“front-line” staff charged with recruiting medical providers and abstracting
medical event level from medical and payment records. Abstracting this
information could be completed either over the telephone in interviews with
provider staff or by abstracting hard-copy medical records sent in by providers.
Separate training modules were administered to emphasis the different skills
necessary complete data collection in either mode. Although some DCSs developed
expertise in either one or the other mode, many DCSs were cross-trained for
either telephone or hard-copy abstraction methods.
RTI-SSS prepared a core training team to accommodate
training sessions at both call centers. The core training team was responsible
for the overall success of each training session to ensure that all trainees,
regardless of data collection site, received the same training.
A series of training sessions was conducted beginning
with initial training sessions followed by as-needed attrition training
sessions. Initial training sessions began in February 2010. Together the DCS and
the abstractor training sessions covered four important components:
- Study content and procedures
- Interviewing
- Abstraction Practice
- MEPS-MPC project certification.
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3. Data Collection
In the 2009 MPC, the RTI-SSS team followed a core
protocol for collecting information from the provider types. The protocol was
customized to address the unique challenges of each provider type. Project
procedures were designed to make data collection as efficient as possible for
the providers and DCSs.
As noted above, the patient-provider pairs in the
sample files were sorted by provider. In addition, providers who appeared to
work in the same practice were sorted into contact groups to minimize the number
of contact attempts with individual providers.
In the initial contact with each group, the DCS
identified appropriate individuals as Points of Contact (POCs) to complete data
collection. The outcome of each contact attempt was recorded in the Contact
Guide. The history of contacts with each provider group was readily available
for review prior to subsequent contact and by supervisors and project staff for
review. DCSs were assigned a set of provider contact groups so that they can
establish a rapport with contacts in each provider group. If any cooperation or
staffing issues arise, cases were reassigned to refusal converters.
During initial contacts, DCSs performed several
tasks:
- introduce the study
- confirm the provider groupings in the initial assignment
- identify the provider staff who can fulfill our
requests
- obtain fax numbers or addresses for sending project
materials
- negotiate the manner in which data collection proceeds
- determine whether the facility charges a fee for providing
records.
Depending on the size and complexity of the provider
practice these tasks may have been completed in a single call or over several
calls with different points of contact in the provider organization.
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3.1 Provider Recruitment and Data Collection Procedures
While overall data collection procedures were similar
for each provider type, each also offered unique features and holds specific
provider type procedures that must be followed. The following sections describe
the MEPS-MPC data collection protocols and the procedural variations for each
provider type.
Return To Table Of Contents
3.1.1 Hospitals
Because the organization of hospitals varies, data
collection procedures were flexible in adapting to particular situations while
maintaining consistency in the data obtained.
DCSs typically contacted three hospital departments:
medical records, patient accounts, and the administrative office. After the
hospital received a provider information packet, the DCS re-contacted the
medical records department to offer two methods for submitting data: sending the
medical records by fax or mail for abstraction or by having the DCS collect and
enter the data by telephone.
Four key pieces of information are obtained from the
hospital medical records:
- Date(s) of service
- Event type (ER, outpatient, inpatient)
- Diagnoses (ICD-9 codes), and
- Names and specialties of any health professionals who saw the
patient during the hospital event and who charged for services separately from
the hospital’s billing record (SBDs).
After obtaining this information, the DCS contacted
the patient accounts (billing) department to collect the services provided,
charges, and sources and amounts of payment for each event identified. Finally,
the DCS contacted the hospital’s administrative offices to obtain the billing
status of each health professional identified by the medical records and contact
information for confirmed SBDs.
Return To Table Of Contents
3.1.2 Institutions
The procedures for institutional care settings are
similar to that for hospitals. The institutional sample consists of the
long-term health care facilities, such as skilled nursing or rehabilitation
facilities.
Return To Table Of Contents
3.1.3 Office Based Doctors (OBDs)
DCSs encouraged OBD providers to give information
during the telephone contact when they had few patient records or only a few
events to report. The Contact Guide was designed to factor in OBDs who use
off-site billing services. DCSs were trained to collect information from
off-site billing services during their contacts.
Return To Table Of Contents
3.1.4 Home Health Providers
Data collection for home health providers followed
the same basic protocol as the OBD sample. In certain cases, the DCSs contacted
social service agencies or corporate offices in order to locate the necessary
records.
The home health event form was programmed to conform
to new Medicare Home Health Prospective Payment System. The system allowed the
option of collecting payment data in 2-month or 1-month time frame as
appropriate.
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3.1.5 Pharmacy
For small retail pharmacies unassociated with a
chain, and for pharmacies associated with small chains, the DCS contacted the
pharmacy to explain the study’s purpose and determine if patient profiles were
available. If they were, the DCS verified that the profile contained required
data elements. If patient profiles were not available or if the profiles did not
contain all of the required data, the DCS collected the information by telephone
or requested supplemental reports from the pharmacist. Pharmacy data was
received in any format including hardcopy patient profiles, electronic files
with patient profile data, and/or collecting or supplementing the profiles by
telephone data collection.
For large retail
pharmacy chains, individual pharmacies were grouped by chain using a
unique code. Historical contact information was reviewed for each chain to
develop a contact approach. A specially trained negotiators followed-up in one
of two basic ways:
If the corporate office preferred to collect data
from the local stores the data collection followed the small retail model.
However, an endorsement from the corporate office was requested to be included
with each contact packet.
If the pharmacy preferred the data request to be
handled with a regional or central contact, the negotiator facilitated the most
efficient method for data collection.
Return To Table Of Contents
3.1.6 Separately Billing Doctors (SBDs)
The second part of the MEPS-MPC sample consists of
physicians (reported by hospitals) who provide services during a hospital-based
event. These events often result in charges from physicians who may or may not
have direct patient contact (e.g., pathologists or radiologists) and whose fees
may or may not be included in the hospital charge. These charges are a key part
of hospital event costs, and this information can only be obtained from the
MEPS-MPC.
To identify potential SBDs and confirm their MEPS-MPC
operational status, DCSs contacted the hospital medical records department.
Either working with medical records personnel by telephone or from hardcopy
records, the DCS recorded each physician who provided any services and whose
charge might not have been included in the hospital charge. The DCS then
contacted the hospital’s administrative office to verify that the SBD billed
separately. If there was any possibility of a separate charge, the DCS obtained
complete contact information and created a link between the hospital provider,
patient, event type, event date, and SBD.
All SBDs were assigned the appropriate provider ID
using the master MEPS provider directory during the SBD coding process. The
SBD-person pair is compared to the MEPS-MPC sample pairs already fielded. If the
pair had already been fielded and all data collected as part of the OBD sample,
there was no need to contact the SBD. If the SBD-person pair was not already in
the MEPS-MPC sample, the practice was contacted following procedures described
above.
Return To Table Of Contents
3.2 Data Abstraction
Once the provider acknowledged receipt of the
authorization forms, the DCS either collected information over the telephone
through electronic event forms specific to each provider type or made
arrangements to receive hardcopy medical records and patient account
information.
Table 3.1 displays the proportion of participating
hospital, OBD, and SBD contact groups that elected to participate by sending in
medical records and patient account information for abstracting. As expected,
the majority of participating hospital contact groups
sent in records for abstraction (79.5% sent medical records and 73.4% provided
billing records). A little more than half (57.1%) of participating OBD contact
group provided records and a little more than a quarter (26.9%) of SBD contact
groups provided records.
Table 3-1. Percent of Participating Contact Groups that Provided Records
|
|
|
Contact Groups that Provided Records |
| Provider Type |
Participating Contact Groups |
Number |
Percent |
|---|
| Hospital—Medical Records |
3,792 |
3,017 |
79.5% |
| Hospital—Patient Accounts |
3,792 |
2,745 |
73.4% |
| Office-Based Doctors |
6,460 |
3,689 |
57.1% |
| Separately Billing Doctors |
9,405 |
2,516 |
26.9% |
Pair level metrics are consistent with the contact
group level. Among completed hospital pairs, medical records were obtained for
76.8% and billing records were obtained for 77.2%; billing records were obtained
for 58.4% of OBD pairs and 24.2% for SBD pairs.
Return To Table Of Contents
3.3 Coding Text Fields Collected in the 2009 MPC
Standard coding systems support the coding of free
text for the following types data:
- sources of payment
- separately billing doctors
- medical conditions,
- procedures,
- supplies, and
- prescribed medicines.
Sources of payment and separately billing doctor
information were be coded by RTI staff using coding schemes developed in previous rounds of the MPC.
Coding for conditions (ICD-9-CM), procedures and supplies (BETOS) was completed
by Health Care Resolution Service (HCRS) a firm in Laurel, MD, with extensive
medical coding experience. SSS was responsible for the NDC-9 coding of
prescribed drugs.
Return To Table Of Contents
3.4 Data Collection Schedule
Table 3-2 summarizes the schedule for 2009 MPC data collection. Because
the entire staff of DCSs were new to the project, relatively less complicated
OBD cases were fielded early in the field period and more difficult hospital and
pharmacy data collection was postponed until staff had developed skill and
confidence. An additional factor for pharmacy data collection was a delay in the
introduction of the system component related to Pharmacy Contact Guides and
Event Forms. The sequence carried some risk because data collection in hospitals
and pharmacies typically has a longer cycle than other providers because the
decision to participate may involve more actors and because the requested
information may reside in several departments. With the end of the field period
fixed, the approach truncated the period of data collection for those providers
that required the most time and effort.
Table 3-2. 2009 MPC Data Collection Schedule
|
Provider Type |
Start of first MPC wave |
Start of last MPC Wave |
End of MPC data collection |
Number of Waves |
Total Weeks |
| Hospital |
| Small |
03/15/2010 |
07/29/2010 |
11/30/2010 |
2 |
37 |
| Medium/Large |
06/14/2010 |
07/29/2010 |
11/30/2010 |
2 |
24 |
| Office-Based Doctors |
03/01/2010 |
07/29/2010 |
11/30/2010 |
2 |
39 |
| Institution |
09/17/2010 |
09/17/2010 |
11/30/2010 |
2 |
11 |
| Home Health Agencies |
09/17/2010 |
09/17/2010 |
11/30/2010 |
2 |
11 |
| Pharmacies |
07/29/2010 |
07/29/2010 |
12/17/2010 |
4 |
20 |
| SBDs |
12/08/2010 |
01/15/2011 |
04/30/2011 |
2 |
20 |
Return To Table Of Contents
3.5 Post Data Collection Editing and Reabstraction
Following the end of data collection, the data
collected in the 2009 MPC were intensively reviewed by staff at AHRQ, RTI, and
SSS. A number of data quality problems were uncovered, particularly in the data
collected about hospital events. Although a wide range of errors were
identified, especially problematic were a high number of missing values for
amounts of payments by source and a high number of hospital events missing lists
of separately billing doctors. These data elements are essential for the
expenditure estimates and, in order to ensure the quality of these data, it was
necessary to review and re-abstract records for 3,479 pairs, as indicated in
Table 3-3. Home health agency and institution events were also reviewed (56 home
health agency pairs accounting for 362 events and 4 institution pairs accounting
for 4 events).
The re-abstraction task began March 7 and
continued through May 4 of 2011. The re-abstraction resulted in
identifying additional sources of payment and amounts paid and in listing
additional SBDs that had not been abstracted in the initial data collection.
The scope and timing of this activity resulted
in significant delays in the 2009 MPC schedule. Delivery of final files was
delayed by several months from April to June 2011 with subsequent delays in the
availability of expenditure estimates from MEPS.
Although SBD data collection coincided with
this task, many of the SBD’s identified in the re-abstraction could not be
contacted within the SBD field period. This resulted in a large number of SBDs
and SBD nodes where eligibility for the survey could not be determined. In the
tables reporting response rates, these undetermined cases are included in counts
of eligible cases.
Table 3-3. Pairs and Events Selected for Review
|
Pairs |
Events |
|
Hospital inpatient events where payment was "0" or "Missing" |
2,472 |
11,477 |
|
Samples of other events where payment was "0" or "Missing" |
OBD events with adjustment/discount mentioned in one or more events (random selection of 100 pairs) |
100 |
584 |
OBD events with no mention of adjustment/discount in one or more events (random selection 100 of pairs) |
100 |
400 |
| Hospital events not reviewed for another reasons (random selection of 100 pairs) |
100 |
334 |
| Outpatient or OBD events where charges were greater than $7,500 |
707 |
3,563 |
| Total |
3,479 |
16,358 |
Return To Table Of Contents
3.6 Data Collection Results
Return To Table Of Contents
3.6.1 Response Rates
Response rates for all providers are lower than those
achieved in earlier cycles of the MPC and especially for hospitals and
pharmacies. Table 3-4 displays the provider-level results and Table 3-5 the
pair-level results for the 2009 MPC compared with the 2008 MPC. No HMO providers
participated in the 2009 MPC.
Although response rates for providers in the 2009 MPC are
lower than in the 2008 MPC, refusal rates are also generally lower in the 2009
MPC. This suggests that more providers may have participated had the schedule
allowed for additional follow-up efforts.
Table 3-4. Provider-Level Response Rates, MPC 2008 and 2009
| Provider |
Initial sample after subsampling |
Final eligible sample |
Response rate |
Refusal rate |
Other nonresponse rate |
| 2008 |
| Hospitals |
5,126 |
4,776 |
0.946 |
0.022 |
0.035 |
| Office-based providers |
10,762 |
9,533 |
0.891 |
0.067 |
0.054 |
| HMOs |
243 |
198 |
0.970 |
- |
0.031 |
| Home care providers |
498 |
446 |
0.901 |
0.077 |
0.032 |
| Institutions |
77 |
72 |
0.944 |
0.097 |
0.066 |
| SBDs |
19,262 |
11,364 |
0.860 |
0.097 |
0.066 |
| Pharmacies |
7,799 |
7,026 |
0.756 |
0.271 |
0.050 |
| Total |
43,767 |
33,415 |
| 2009 |
| Hospitals |
7,391 |
6,440 |
0.890 |
0.012 |
0.098 |
| Office-based providers |
10,234 |
9,150 |
0.801 |
0.003 |
0.227 |
| HMOs |
NA |
NA |
-
| -
| - |
| Home care providers |
664 |
603 |
0.861 |
0.053 |
0.086 |
| Institutions |
105 |
101 |
0.921 |
0.030 |
0.050 |
| SBDs |
24,208 |
19,874 |
0.683 |
0.081 |
0.236 |
| Pharmacies |
8,935 |
7,949 |
0.689 |
0.050 |
0.262 |
| Total |
52,747
|
45,327
|
Table 3-5. Pair-level response rates, MPC 2008 and 2009
| Patient-provider pair |
Initial sample after subsampling |
Final eligible sample |
Response rate |
Refusal rate |
Other nonresponse rate |
| 2008 |
| Hospitals |
10,672 |
9,600 |
0.943 |
0.026 |
.0340 |
| Office-based providers |
13,917 |
12,281 |
0.884 |
0.077 |
0.054 |
| HMOs |
572 |
449 |
0.958 |
0.002 |
0.042 |
| Home care providers
|
564 |
502 |
0.902 |
0.077 |
0.031 |
| Institutions |
80 |
75 |
0.947 |
0.042 |
0.014 |
| SBDs |
27,498 |
16,144 |
0.846 |
0.133 |
0.049 |
| Pharmacies |
19,678 |
17,038 |
0.706 |
0.356 |
0.060 |
| Total |
72,981 |
56,089 |
| 2009 |
| Hospitals |
14,199 |
12,276 |
0.877 |
0.014 |
0.109 |
| Office-based providers |
13,386 |
11,956 |
0.798 |
0.055 |
0.136 |
| HMOs |
601 |
601 |
- |
- |
- |
| Home care providers |
728 |
656 |
0.854 |
0.055 |
0.087 |
| Institutions |
113 |
109 |
0.927 |
0.028 |
0.046 |
| SBDs |
27,480 |
22,417 |
0.683 |
0.084 |
0.233 |
| Pharmacies |
22,587 |
19,683 |
0.632 |
0.260 |
0.108 |
| Total |
78,493 |
67,097 |
Finally, Table 3-6 displays the node-level response rates
among SBDs. A “node” in the SBD data collection refers to the unique combination
of hospital provider, patient, event type, event date, and SBD. As compared with
provider and pair level response rates, the node response rate is a more
granular way to measure the amount of information collected about expenditures
related to SBD services.
The 2009 SBD data collection resulted in a much lower
eligibility rate than in the 2008 MPC. This is very likely due to the
reabstraction effort which is described in the previous section.
Table 3-6. SBD Node-Level Response Rate
|
2008 |
2009 |
| Total nodes |
62,903 |
58,200 |
| Out-of-scope |
34,332 |
18,266 |
| Net eligible |
28,571 |
39,934 |
| Complete |
22,441 |
21,265 |
| Nonresponse |
6,130 |
2,099 |
| Eligibility rate |
0.454 |
0.686 |
| Completion rate |
0.785 |
0.533 |
Return To Table Of Contents
3.6.2 Refusal Conversion
Table 3-7 provides additional information about
refusal conversion. The analytic unit in this table is contact group. Each
contact group may include multiple providers. The final column in this table
displays the percent of initial refusals that were converted to a complete or
partially complete group. Over three quarters (75.9%) of hospital contact groups
were converted from initial refusal to complete; the conversion rate for OBD
groups is 41.3%; Home health groups is 44.4%; Pharmacy (corporate and
non-corporate) is 35.4%; and 29.4% for SBD contact group.
Return To Table Of Contents
3.6.3 Components of MPC Data Collection
Figures 3-1 through 3-4 summarize major
components of the MEPS MPC data collection for the history of the survey for
hospitals, OBDs, SBDs, and pharmacies (corporate and non-corporate). Following
the practice of earlier years, these graphs present data at the provider level.
Each graph displays:
- Sample size, as a proportion of the sample
field in 2002
- Sample eligibility rate,
- Final completion rate, and
- Final refusal.
Table 3-7. Refusal Conversion Outcomes: Final Disposition of Contact Groups Initially Coded as Refusal, 2009 MPC
|
|
|
Final Disposition of Ever Coded Refusal |
|
Contact Group Provider Type |
Initial Sample1 |
Ever coded refusal |
Ineligible
| Final Refusal
| Other Nonresponse |
Complete |
|
| N
| N
| Pct of Initial Sample
| Pct of Ever Coded Refusal
| N
| Pct of Ever Coded Refusal
| N
| Pct of Ever Coded Refusal
| N
| Pct of Ever Coded Refusal
| N
| Pct of Ever Coded Refusal |
| Hospital |
4,298 |
299 |
7.0% |
100.0% |
6 |
2.0% |
41 |
13.7% |
25 |
8.4% |
227 |
75.9% |
| Office-based |
8,635 |
876 |
10.1% |
100.0% |
20 |
2.3% |
323 |
36.9% |
171 |
19.5% |
362 |
41.3% |
| Home Health |
624 |
36 |
5.8% |
100.0% |
1 |
2.8% |
16 |
44.4% |
3 |
8.3% |
16 |
44.4% |
| Pharmacy |
2,783 |
161 |
5.8% |
100.0% |
9 |
5.6% |
64 |
39.8% |
31 |
19.3% |
57 |
35.4% |
| SBDs |
16,718 |
1423 |
8.5% |
100.0% |
91 |
6.4% |
634 |
44.6% |
280 |
19.7% |
418 |
29.4% |
| Note counts in this table are of contact groups, not individual providers. |

| Year |
1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
2004 |
2005 |
2006 |
2007 |
2008 |
2009 |
| Sample Rel to 2002 |
0.526 |
0.658 |
0.513 |
0.519 |
0.548 |
0.822 |
1.000 |
0.882 |
0.897 |
0.885 |
0.867 |
0.842 |
0.755 |
1.018 |
| Eligibility
Rate |
0.023 |
-0.024 |
0.064 |
0.068 |
0.078 |
0.074 |
0.067 |
0.074 |
0.069 |
0.076 |
0.068 |
0.067 |
0.068 |
0.129 |
| Completion
Rate |
0.951 |
0.894 |
0.939 |
0.926 |
0.910 |
0.912 |
0.900 |
0.898 |
0.920 |
0.931 |
0.941 |
0.944 |
0.946 |
0.890 |
| Final
Refusal Rate |
0.021 |
0.058 |
0.025 |
0.036 |
0.037 |
0.038 |
0.048 |
0.047 |
0.027 |
0.026 |
0.022 |
0.023 |
0.022 |
0.012 |

| Year | 1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
2004 |
2005 |
2006 |
2007 |
2008 |
2009 |
| Sample
Rel to 2002 |
0.568 |
0.516 |
0.539 |
0.592 |
0.818 |
1.324 |
1.000 |
1.011 |
1.324 |
1.238 |
0.884 |
0.988 |
0.698 |
0.670 |
| Eligibility
Rate |
0.256 |
0.271 |
0.125 |
0.122 |
0.138 |
0.125 |
0.103 |
0.101 |
0.106 |
0.107 |
0.105 |
0.117 |
0.114 |
0.106 |
| Completion
Rate |
0.881 |
0.871 |
0.861 |
0.888 |
0.864 |
0.850 |
0.837 |
0.835 |
0.864 |
0.859 |
0.869 |
0.875 |
0.891 |
0.801 |
| Final
Refusal Rate |
0.069 |
0.053 |
0.043 |
0.053 |
0.071 |
0.069 |
0.097 |
0.095 |
0.076 |
0.086 |
0.074 |
0.077 |
0.067 |
0.003 |

| Year |
1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
2004 |
2005 |
2006 |
2007 |
2008 |
2009 |
| Sample
Rel to 2002 |
0.623 |
0.379 |
0.551 |
0.521 |
0.503 |
0.922 |
1.000 |
0.870 |
0.946 |
0.928 |
0.931 |
0.888 |
0.813 |
1.018 |
| Eligibility
Rate |
0.300 |
0.659 |
0.280 |
0.318 |
0.370 |
0.376 |
0.346 |
0.347 |
0.342 |
0.345 |
0.384 |
0.361 |
0.410 |
0.179 |
| Completion
Rate |
0.949 |
0.885 |
0.862 |
0.842 |
0.840 |
0.795 |
0.773 |
0.828 |
0.840 |
0.846 |
0.823 |
0.874 |
0.860 |
0.683 |
| Final
Refusal Rate |
0.042 |
0.104 |
0.063 |
0.061 |
0.065 |
0.094 |
0.121 |
0.104 |
0.076 |
0.075 |
0.111 |
0.072 |
0.097 |
0.081 |

| Year |
1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
2004 |
2005 |
2006 |
2007 |
2008 |
2009 |
| Sample
Rel to 2002 |
0.574 |
0.791 |
0.558 |
0.546 |
0.556 |
0.878 |
1.000 |
0.874 |
0.827 |
0.817 |
0.808 |
0.837 |
0.758 |
1.018 |
| Eligibility
Rate |
0.129 |
0.145 |
0.099 |
0.113 |
0.106 |
0.107 |
0.091 |
0.088 |
0.110 |
0.099 |
0.116 |
0.100 |
0.099 |
0.110 |
| Completion
Rate |
0.722 |
0.700 |
0.838 |
0.822 |
0.820 |
0.761 |
0.790 |
0.729 |
0.794 |
0.787 |
0.799 |
0.797 |
0.756 |
0.689 |
| Final
Refusal Rate |
0.061 |
0.068 |
0.084 |
0.079 |
0.078 |
0.113 |
0.122 |
0.200 |
0.159 |
0.167 |
0.149 |
0.165 |
0.271 |
0.050 |
These figures indicate that the sample size for
these providers is large relative to recent years of the MPC. The eligibility
rate for hospitals, OBDs, and pharmacies is consistent with recent years,
however the eligibility rate for SBD is lower. As noted above, the completion
rate for all provider types is lower than recent years of the MPC.
Return To Table Of Contents
3.6.4 Timing
Hours per completed pair is displayed in Table
3-8. These figures include both telephone and hard copy record abstraction as
well as recruiting efforts.
Table 3-8. Hours per Completed Pair, 2006—2009 MPC |
| Provider
Type |
| Year |
Hospital |
Office-Based |
Home
Health |
Pharmacy |
SBD |
| 2006
| 8.41 |
3.33 |
6.53 |
0.56 |
3.56 |
| 2007
| 8.01 |
3.08 |
6.80 |
0.51 |
3.33 |
| 2008
| 8.84 |
3.77 |
6.84 |
0.49 |
3.24 |
| 2009
| 7.07 |
4.38 |
6.39 |
0.40 |
2.27 |
Compared with earlier years, hours per pair in
2009 are lower for hospital and pharmacy pairs and SBD pairs, but higher for
Office-Based Doctors.
Return To Table Of Contents
Appendix A: Acronyms and Definitions
| AF:
| Authorization Form |
| AF:
| Authorization Form |
| AHRQ:
| Agency for Healthcare Research and Quality
|
| CMS:
| Case Management System
|
| Contact Guide:
| Forms used to collect and manage information about
contacts at provider facilities |
| CS:
| Control System |
| DCS:
| Data Collection Specialist |
| ESN:
| Enhanced Security Network, developed my RTI to meet
requirements of NIST Moderate Security |
| Event Forms:
| Forms used to record information about medical events
identified in the HC |
| HC:
| Household Component of the MEPS |
| HIPAA:
| Health Insurance Portability and Accountability Act
|
| IDCS:
| Integrated Data Collection System |
| MEPS:
| Medical Expenditure Panel Survey |
| MPC:
| Medical Provider Component of the MEPS |
| PHI:
| Personal Health Information |
| PII:
| Personally Identifiable Information |
| POC:
| Point of Contact in the provider facility.
|
Return To Table Of Contents
2.1.1 Schedule of Delivery from Household Component
TABLE B-1. MPC Sample Sizes, Provider Level, 1996—2009
| 1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
2004 |
| Hospital |
| Initial Sample |
3,301 |
6,045 |
4,844 |
3,520 |
3,760 |
6,801 |
8,811 |
7,806 |
7,567 |
| Sample
after subsampling |
n/a |
4,065 |
3,468 |
n/a |
3,760 |
5,616 |
6,780 |
6,023 |
6,094 |
| Final
in-scope sample |
3,330 |
4,163 |
3,247 |
3,284 |
3,467 |
5,201 |
6,325 |
5,580 |
5,671 |
| HMO |
| Initial
Sample |
296 |
396 |
228 |
247 |
118 |
476 |
559 |
607 |
420 |
| Sample
after subsampling |
n/a |
350 |
171 |
n/a |
118 |
334 |
290 |
280 |
300 |
| Final
in-scope sample |
628 |
467 |
155 |
225 |
113 |
287 |
256 |
218 |
250 |
| Institution |
| Initial
Sample |
59 |
81 |
63 |
52 |
63 |
83 |
114 |
81 |
92 |
| Sample
after subsampling |
n/a |
80 |
69 |
n/a |
63 |
82 |
110 |
81 |
92 |
| Final
in-scope sample |
50 |
75 |
65 |
45 |
60 |
76 |
103 |
73 |
89 |
| Homecare |
| Initial
Sample |
415 |
674 |
456 |
393 |
319 |
520 |
631 |
588 |
568 |
| Sample
after subsampling |
n/a |
653 |
420 |
n/a |
319 |
509 |
611 |
586 |
556 |
| Final
in-scope sample |
375 |
579 |
384 |
293 |
281 |
436 |
537 |
527 |
509 |
| Office-based physician |
| Initial
Sample |
10,118 |
14,646 |
10,483 |
9,202 |
12,962 |
26,344 |
32,889 |
28,946 |
27,617 |
| Sample
after subsampling |
n/a |
9,663 |
8,403 |
|
12,962 |
20,651 |
15,222 |
15,361 |
20,212 |
| Final
in-scope sample |
7,758 |
7,047 |
7,356 |
8,076 |
11,167 |
18,078 |
13,652 |
13,808 |
18,069 |
| SBD |
| Initial
Sample |
10,323 |
14,730 |
10,711 |
10,680 |
11,144 |
20,644 |
21,385 |
18,613 |
20,094 |
| Sample
after subsampling |
n/a |
7,365 |
10,711 |
n/a |
11,144 |
20,644 |
21,385 |
18,613 |
20,094 |
| Final
in-scope sample |
8,705 |
5,297 |
7,704 |
7,288 |
7,026 |
12,891 |
13,976 |
12,154 |
13,225 |
| Pharmacy |
| Initial
Sample |
6,109 |
8,547 |
5,734 |
5,703 |
5,762 |
9,118 |
10,200 |
8,882 |
8,608 |
| Sample
after subsampling |
n/a |
8,547 |
5,734 |
n/a |
5,762 |
9,118 |
10,200 |
8,882 |
8,608 |
| Final
in-scope sample |
5,321 |
7,335 |
5,168 |
5,058 |
5,152 |
8,141 |
9,268 |
8,101 |
7,663 |
|
2005 |
2006
| 2007
| 2008
| 2009 |
| Hospital |
| Initial
Sample |
7,461 |
7,447 |
7,110 |
6,470 |
n/a |
| Sample
after subsampling |
6,059 |
5,884 |
5,708 |
5,126 |
7,391 |
| Final
in-scope sample |
5,600 |
5,484 |
5,328 |
4,776 |
6,436 |
| HMO |
| Initial
Sample |
422 |
333 |
501 |
517 |
n/a |
| Sample
after subsampling |
301 |
284 |
316 |
243 |
601 |
| Final
in-scope sample |
241 |
238 |
247 |
198 |
601 |
| Institution |
| Initial
Sample |
121 |
80 |
76 |
81 |
n/a |
| Sample
after subsampling |
116 |
80 |
75 |
77 |
105 |
| Final
in-scope sample |
108 |
78 |
72 |
72 |
101 |
| Homecare |
| Initial
Sample |
606 |
655 |
534 |
505 |
n/a |
| Sample
after subsampling |
593 |
648 |
516 |
498 |
664 |
| Final
in-scope sample |
539 |
602 |
464 |
446 |
603 |
| Office-based
physician |
| Initial
Sample |
26,972 |
27,620 |
25,052 |
25,537 |
n/a |
| Sample
after subsampling |
18,933 |
13,473 |
15,273 |
10,762 |
10,234 |
| Final
in-scope sample |
16,898 |
12,062 |
13,492 |
9,533 |
9,148 |
| SBD |
| Initial
Sample |
19,810 |
21,126 |
19,435 |
19,262 |
24,208 |
| Sample
after subsampling |
19,810 |
21,126 |
19,435 |
19,262 |
24,208 |
| Final
in-scope sample |
12,971 |
13,013 |
12,410 |
11,364 |
1,874 |
| Pharmacy |
| Initial
Sample |
8,404 |
8,471 |
8,619 |
7,799 |
8,935 |
| Sample
after subsampling |
8,404 |
8,471 |
8,619 |
7,799 |
8,935 |
| Final
in-scope sample |
7,568 |
7,489 |
7,760 |
7,026 |
7,949 |
TABLE
B-2. MPC Sample Sizes, Pair Level, 1996—2009
|
1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
2004 |
| Hospital |
| Initial
Sample |
6,729 |
11,694 |
7,922 |
6,712 |
7,849 |
11,798 |
16,481 |
13,876 |
13,175 |
| Sample
after subsampling |
n/a |
8,192 |
6,434 |
n/a |
7,849 |
11,377 |
14,477 |
13,094 |
12,772 |
| Final
in-scope sample |
6,570 |
7,938 |
5,825 |
6,163 |
7,016 |
10,155 |
12,805 |
11,532 |
11,589 |
| HMO |
| Initial
Sample |
534 |
809 |
436 |
555 |
382 |
965 |
1,134 |
939 |
791 |
| Sample
after subsampling |
n/a |
n/a |
n/a |
n/a |
382 |
791 |
567 |
625 |
665 |
| Final
in-scope sample |
924 |
911 |
346 |
472 |
324 |
637 |
477 |
466 |
514 |
| Institution |
| Initial
Sample |
63 |
85 |
64 |
53 |
66 |
86 |
116 |
86 |
94 |
| Sample
after subsampling |
n/a |
85 |
70 |
n/a |
66 |
86 |
115 |
85 |
94 |
| Final
in-scope sample |
53 |
80 |
70 |
45 |
63 |
79 |
107 |
77 |
90 |
| Homecare |
| Initial
Sample |
461 |
750 |
520 |
394 |
367 |
607 |
713 |
652 |
610 |
| Sample
after subsampling |
n/a |
750 |
491 |
n/a |
367 |
601 |
682 |
641 |
610 |
| Final
in-scope sample |
385 |
662 |
445 |
340 |
317 |
471 |
606 |
579 |
555 |
| Office-based
physician |
| Initial
Sample |
13,681 |
19,157 |
12,641 |
11,974 |
17,407 |
33,518 |
42,327 |
36,804 |
34,611 |
| Sample
after subsampling |
n/a |
12,635 |
10,747 |
n/a |
17,407 |
26,886 |
19,309 |
19,731 |
26,392 |
| Final
in-scope sample |
10,251 |
9,632 |
9,334 |
10,409 |
14,935 |
23,376 |
17,198 |
17,692 |
23,446 |
| SBD |
| Initial
Sample |
12,488 |
17,394 |
13,658 |
14,906 |
15,955 |
28,905 |
30,780 |
26,965 |
29,271 |
| Sample
after subsampling |
n/a |
8,697 |
13,658 |
n/a |
15,955 |
28,930 |
30,780 |
26,965 |
29,271 |
| Final
in-scope sample |
9,187 |
6,301 |
9,691 |
10,100 |
9,893 |
17,529 |
19,977 |
17,566 |
18,694 |
| Pharmacy |
| Initial
Sample |
14,531 |
20,248 |
12,321 |
13,183 |
14,847 |
22,165 |
26,046 |
22,438 |
21,720 |
| Sample
after subsampling |
n/a |
n/a |
n/a |
n/a |
14,847 |
22,165 |
26,046 |
22,438 |
21,720 |
| Final
in-scope sample |
12,146 |
16,241 |
10,386 |
11,317 |
12,728 |
19,256 |
23,057 |
19,649 |
18,571 |
|
2005 |
2006 |
2007 |
2008 |
2009 |
| Hospital |
| Initial
Sample |
12,933 |
13,071 |
11,220 |
11,374 |
|
| Sample
after subsampling |
12,601 |
11,911 |
10,646 |
10,672 |
14,199 |
| Final
in-scope sample |
11,279 |
10,830 |
9,611 |
9,600 |
12,262 |
| HMO |
| Initial
Sample |
804 |
694 |
852 |
968 |
|
| Sample
after subsampling |
685 |
594 |
621 |
572 |
601 |
| Final
in-scope sample |
514 |
476 |
459 |
449 |
601 |
| Institution |
| Initial
Sample |
123 |
80 |
78 |
81 |
|
| Sample
after subsampling |
123 |
80 |
78 |
80 |
113 |
| Final
in-scope sample |
113 |
78 |
75 |
75 |
109 |
| Homecare |
| Initial
Sample |
689 |
719 |
574 |
566 |
|
| Sample
after subsampling |
689 |
719 |
572 |
564 |
728 |
| Final
in-scope sample |
619 |
661 |
513 |
502 |
656 |
| Office-based
physician |
| Initial
Sample |
33,854 |
37,576 |
30,812 |
32,546 |
|
| Sample
after subsampling |
24,517 |
17,139 |
19,201 |
16,713 |
13,386 |
| Final
in-scope sample |
21,821 |
15,274 |
16,713 |
12,281 |
11,954 |
| SBD |
| Initial
Sample |
28,930 |
31,058 |
26,407 |
27,496 |
27,480 |
| Sample
after subsampling |
28,930 |
31,058 |
26,407 |
27,496 |
27,480 |
| Final
in-scope sample |
18,720 |
18,699 |
16,660 |
16,144 |
22,417 |
| Pharmacy |
| Initial
Sample |
21,077 |
20,990 |
19,052 |
19,678 |
22,587 |
| Sample
after subsampling |
21,077 |
20,990 |
19,052 |
19,678 |
22,587 |
| Final
in-scope sample |
18,159 |
17,418 |
16,313 |
17,038 |
19,683 |
TABLE
B-3. MPC Data Collection Results, Provider Level,
1996—2009
|
Initial Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 1996
Providers |
| Hospitals |
3,301 |
3,301 |
3,224 |
0.951 |
0.021 |
0.028 |
| Office-based
providers |
10,118 |
10,118 |
7,530 |
0.881 |
0.069 |
0.051 |
| HMOs |
296 |
296 |
601 |
0.805 |
0.085 |
0.110 |
| Home
care providers |
415 |
415 |
353 |
0.875 |
0.062 |
0.062 |
| Institutions |
59 |
59 |
50 |
0.960 |
0.040 |
- |
| SBDs |
10,323 |
10,323 |
7,223 |
0.949 |
0.042 |
0.009 |
| Pharmacies |
6,109 |
6,109 |
5,321 |
0.722 |
0.061 |
0.217 |
| Total |
30,621 |
30,621 |
24,302 |
| 1997
Providers
|
| Hospitals
| 4,768 |
4,065 |
4,163 |
0.894 |
0.058 |
0.048 |
| Office-based
providers
| 10,095 |
9,666 |
7,047 |
0.871 |
0.053 |
0.069 |
| HMOs
| 350 |
350 |
467 |
0.717 |
0.090 |
0.193 |
| Home
care providers
| 653 |
653 |
579 |
0.834 |
0.090 |
0.076 |
| Institutions
| 80 |
80 |
75 |
0.827 |
0.107 |
0.067 |
| SBDs
| 14,730 |
14,730 |
5,026 |
0.885 |
0.104 |
0.012 |
| Pharmacies
| 8,574 |
8,574 |
7,335 |
0.700 |
0.068 |
0.232 |
| Total
| 39,250 |
38,118 |
24,692 |
| 1998
Providers
|
| Hospitals |
3,468 |
3,468 |
3,247 |
0.939 |
0.025 |
0.037 |
| Office-based
providers |
10,483 |
8,403 |
7,356 |
0.861 |
0.043 |
0.096 |
| HMOs |
228 |
171 |
155 |
0.871 |
0.103 |
0.026 |
| Home
care providers |
456 |
420 |
384 |
0.820 |
0.089 |
0.091 |
| Institutions |
63 |
69 |
65 |
0.754 |
0.169 |
0.077 |
| SBDs
| 10,711 |
10,711 |
7,707 |
0.862 |
0.063 |
0.075 |
| Pharmacies
| 5,734 |
5,734 |
5,167 |
0.838 |
0.084 |
0.079 |
| Total
| 31,143 |
28,976 |
24,081 |
|
Initial
Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 1999
Providers
|
| Hospitals
| 3,520 |
3,520 |
3,282 |
0.926 |
0.036 |
0.037 |
| Office-based
providers
| 9,202 |
9,202 |
8,075 |
0.888 |
0.053 |
0.058 |
| HMOs
|
247 |
247 |
225 |
0.876 |
0.080 |
0.044 |
| Home
care providers
|
338 |
338 |
293 |
0.840 |
0.082 |
0.078 |
| Institutions
|
52 |
52 |
44 |
0.773 |
0.182 |
0.045 |
| SBDs
|
10,680 |
10,680 |
7,289 |
0.842 |
0.061 |
0.097 |
| Pharmacies
| 5,703 |
5,703 |
5,058 |
0.822 |
0.079 |
0.099 |
| Total
|
29,742 |
29,742 |
24,266 |
| 2000
Providers
|
| Hospitals
| 3,760 |
3,760 |
3,467 |
0.910 |
0.037 |
0.054 |
| Office-based
providers
| 12,962 |
12,962 |
11,167 |
0.864 |
0.071 |
0.065 |
| HMOs
| 118 |
118 |
113 |
0.929 |
0.035 |
0.035 |
| Home
care providers
| 319 |
319 |
281 |
0.858 |
0.068 |
0.075 |
| Institutions
| 63 |
63 |
60 |
0.850 |
0.067 |
0.083 |
| SBDs
| 11,144 |
11,144 |
7,026 |
0.840 |
0.065 |
0.094 |
| Pharmacies
| 5,762 |
5,762 |
5,152 |
0.820 |
0.078 |
0.102 |
| Total
| 34,128 |
34,128 |
27,266 |
| 2001
Providers
|
| Hospitals
| 6,801 |
5,616 |
5,201 |
0.912 |
0.038 |
0.050 |
| Office-based
providers
| 26,344 |
20,651 |
18,078 |
0.850 |
0.069 |
0.081 |
| HMOs
| 476 |
334 |
287 |
0.899 |
0.021 |
0.066 |
| Home
care providers
| 520 |
509 |
436 |
0.851 |
0.060 |
0.046 |
| Institutions
| 83 |
82 |
76 |
0.934 |
0.079 |
- |
| SBDs
| 20,644 |
20,644 |
12,891 |
0.795 |
0.094 |
0.111 |
| Pharmacies
| 9,118 |
9,118 |
8,141 |
0.761 |
0.113 |
0.126 |
| Total
|
63,986 |
56,954 |
45,110 |
| |
Initial
Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 2002
Providers
|
| Hospitals
| 8,811 |
6,780 |
6,325 |
0.900 |
0.048 |
0.045 |
| Office-based
providers
|
32,889 |
15,222 |
13,652 |
0.837 |
0.097 |
0.066 |
| HMOs
|
559 |
290 |
256 |
0.899 |
0.055 |
0.047 |
| Home
care providers
|
631 |
611 |
537 |
0.823 |
0.093 |
0.084 |
| Institutions
|
114 |
110 |
103 |
0.913 |
0.058 |
0.029 |
| SBDs
|
21,385 |
21,385 |
13,976 |
0.773 |
0.121 |
0.106 |
| Pharmacies
|
10,200 |
10,200 |
9,268 |
0.790 |
0.122 |
0.088 |
| Total
|
74,589 |
54,598 |
44,117 |
| 2003
Providers
|
| Hospitals
| 7,806 |
6,023 |
5,580 |
0.898 |
0.047 |
0.055 |
| Office-based
providers
|
28,946 |
15,361 |
13,808 |
0.835 |
0.095 |
0.070 |
| HMOs
|
506 |
280 |
218 |
0.876 |
0.032 |
0.092 |
| Home
care providers
|
607 |
586 |
527 |
0.850 |
0.068 |
0.082 |
| Institutions
|
83 |
81 |
73 |
0.945 |
0.027 |
0.027 |
| SBDs
|
18,613 |
18,613 |
12,154 |
0.828 |
0.104 |
0.068 |
| Pharmacies
| 8,882 |
8,882 |
8,101 |
0.729 |
0.200 |
0.106 |
| Total
|
65,443 |
49,826 |
40,461 |
|
| 2004
Providers
|
| Hospitals
| 7,567 |
6,094 |
5,671 |
0.920 |
0.027 |
0.053 |
| Office-based
providers
|
27,617 |
20,202 |
18,069 |
0.864 |
0.076 |
0.060 |
| HMOs
|
420 |
300 |
250 |
0.892 |
0.056 |
0.052 |
| Home
care providers
|
568 |
556 |
509 |
0.809 |
0.108 |
0.083 |
| Institutions
|
93 |
92 |
89 |
0.910 |
0.056 |
0.034 |
| SBDs
|
20,094 |
20,094 |
13,225 |
0.840 |
0.076 |
0.084 |
| Pharmacies
| 8,608 |
8,608 |
7,663 |
0.794 |
0.159 |
0.047 |
| Total
| 64,967 |
55,946 |
45,476 |
|
Initial
Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 2005
Providers
|
| Hospitals
| 7,461 |
6,059 |
5,600 |
0.931 |
0.026 |
0.043 |
| Office-based
providers
|
26,972 |
18,933 |
16,898 |
0.859 |
0.086 |
0.055 |
| HMOs
|
422 |
301 |
241 |
0.963 |
0.012 |
0.025 |
| Home
care providers
|
606 |
593 |
539 |
0.810 |
0.111 |
0.080 |
| Institutions
|
121 |
116 |
108 |
0.963 |
0.009 |
0.028 |
| SBDs
| 19,810 |
19,810 |
12,971 |
0.846 |
0.075 |
0.077 |
| Pharmacies
| 8,404 |
8,404 |
7,568 |
0.787 |
0.167 |
0.046 |
| Total
|
63,796 |
54,216 |
43,925 |
|
| 2006
Providers
|
| Hospitals
| 7,447 |
5,884 |
5,484 |
0.941 |
0.022 |
0.037 |
| Office-based
providers
| 27,620 |
13,473 |
12,062 |
0.869 |
0.074 |
0.057 |
| HMOs
| 333 |
284 |
238 |
0.920 |
0.042 |
0.038 |
| Home
care providers
|
655 |
648 |
602 |
0.856 |
0.080 |
0.065 |
| Institutions
| 80 |
80 |
78 |
0.808 |
0.115 |
0.077 |
| SBDs
| 21,126 |
21,126 |
13,013 |
0.823 |
0.111 |
0.066 |
| Pharmacies
| 8,471 |
8,471 |
7,489 |
0.799 |
0.149 |
0.052 |
| Total
|
65,732 |
49,966 |
38,966 |
| 2007
Providers
|
| Hospitals
| 7,110 |
5,708 |
5,328 |
0.944 |
0.023 |
0.033 |
| Office-based
providers
|
25,052 |
15,273 |
13,492 |
0.875 |
0.077 |
0.048 |
| HMOs
|
501 |
316 |
247 |
0.923 |
0.036 |
0.041 |
| Home
care providers
|
534 |
516 |
464 |
0.883 |
0.060 |
0.057 |
| Institutions
|
76 |
76 |
72 |
0.930 |
0.042 |
0.028 |
| SBDs
|
19,435 |
19,435 |
12,410 |
0.874 |
0.072 |
0.054 |
| Pharmacies
| 8,619 |
8,619 |
7,760 |
0.797 |
0.165 |
0.038 |
| Total
|
61,327 |
49,943 |
39,773 |
|
Initial
Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 2008
Providers
|
| Hospitals
| 6,470 |
5,126 |
4,776 |
0.946 |
0.022 |
0.035 |
| Office-based
providers
|
25,537 |
10,762 |
9,533 |
0.891 |
0.067 |
0.054 |
| HMOs
|
517 |
243 |
198 |
0.970 |
|
0.031 |
| Home
care providers
|
505 |
498 |
446 |
0.901 |
0.077 |
0.032 |
| Institutions
|
81 |
77 |
72 |
0.944 |
0.044 |
0.015 |
| SBDs
|
19,262 |
19,262 |
11,364 |
0.860 |
0.097 |
0.066 |
| Pharmacies
| 7,799 |
7,799 |
7,026 |
0.756 |
0.271 |
0.050 |
| Total
|
60,171 |
43,767 |
33,415 |
|
| 2009
Providers
|
| Hospitals
| n/a |
7,391 |
6,440 |
0.890 |
0.012 |
0.098 |
| Office-based
providers
| n/a |
10,234 |
9,150 |
0.801 |
0.003 |
0.227 |
| HMOs
| n/a |
1,210 |
1,210 |
- |
- |
- |
| Home
care providers
| n/a |
664 |
603 |
0.861 |
0.053 |
0.086 |
| Institutions
| n/a |
105 |
101 |
0.921 |
0.030 |
0.050 |
| SBDs
| n/a |
24,208 |
19,874 |
0.683 |
0.081 |
0.236 |
| Pharmacies
| n/a |
8,935 |
7,949 |
0.689 |
0.050 |
0.262 |
| Total
| n/a |
52,747 |
45,327 |
4.845 |
0.229 |
0.959 |
TABLE B-4. MPC Data Collection Results, Pair Level, 1996—2009
| |
Initial
Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 1996 Pairs |
| Hospitals |
6,729 |
6,729 |
6,570 |
0.932 |
0.038 |
0.030 |
| Office-based
providers
| 13,681 |
13,681 |
10,251 |
0.865 |
0.079 |
0.056 |
| HMOs
| 534 |
534 |
924 |
0.803 |
0.105 |
0.092 |
| Home
care providers
| 461 |
461 |
385 |
0.875 |
0.057 |
0.068 |
| Institutions
| 63 |
63 |
53 |
0.943 |
0.057 |
0.000 |
| SBDs
| 12,488 |
12,488 |
8,689 |
0.937 |
0.056 |
0.007 |
| Pharmacies
| 14,531 |
14,531 |
12,146 |
0.671 |
| Total
| 48,487 |
48,487 |
39,018 |
| 1997
Pairs
|
| Hospitals
| 11,694 |
8,192 |
7,938 |
0.874 |
0.070 |
0.056 |
| Office-based
providers
| 19,157 |
12,635 |
10,062 |
0.862 |
0.062 |
0.076 |
| HMOs
| 809 |
809 |
911 |
0.626 |
0.156 |
0.218 |
| Home
care providers
| 750 |
750 |
662 |
0.823 |
0.095 |
0.082 |
| Institutions
| 85 |
85 |
80 |
0.825 |
0.113 |
0.063 |
| SBDs
| 17,397 |
8,697 |
5,964 |
0.865 |
0.123 |
0.013 |
| Pharmacies
| 20,248 |
20,248 |
16,241 |
0.672 |
0.075 |
0.253 |
| Total
| 70,140 |
51,416 |
41,858 |
| 1998
Pairs
|
| Hospitals
| 7,922 |
6,434 |
5,824 |
0.925 |
0.031 |
0.044 |
| Office-based
providers
| 12,641 |
10,747 |
9,334 |
0.852 |
0.050 |
0.098 |
| HMOs
| 436 |
436 |
346 |
0.832 |
0.133 |
0.035 |
| Home
care providers
| 520 |
491 |
445 |
0.825 |
0.085 |
0.090 |
| Institutions
| 64 |
70 |
65 |
0.754 |
0.169 |
0.077 |
| SBDs
| 13,658 |
13,658 |
9,687 |
0.836 |
0.084 |
0.080 |
| Pharmacies
| 12,321 |
12,321 |
10,388 |
0.793 |
0.116 |
0.091 |
| Total
| 47,562 |
44,157 |
36,089 |
TABLE
B-4. MPC Data Collection Results, Pair Level, 1996—2009
(continued)
| |
Initial
Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 1999
Pairs
|
| Hospitals
| 6,712 |
6,712 |
6,160 |
0.909 |
0.053 |
0.039 |
| Office-based
providers
| 11,974 |
11,974 |
10,409 |
0.879 |
0.061 |
0.060 |
| HMOs
| 555 |
555 |
472 |
0.886 |
0.068 |
0.047 |
| Home
care providers
| 394 |
394 |
340 |
0.818 |
0.088 |
0.094 |
| Institutions
| 53 |
53 |
45 |
0.756 |
0.200 |
0.044 |
| SBDs
| 14,907 |
14,907 |
10,101 |
0.808 |
0.091 |
0.100 |
| Pharmacies
| 13,183 |
13,183 |
11,317 |
0.788 |
0.099 |
0.113 |
| Total
| 47,778 |
47,778 |
38,844 |
| 2000
Pairs
|
| Hospitals
| 7,849 |
7,849 |
7,016 |
0.891 |
0.056 |
0.053 |
| Office-based
providers
| 17,407 |
17,407 |
14,935 |
0.854 |
0.079 |
0.067 |
| HMOs
| 382 |
382 |
324 |
0.873 |
0.059 |
0.068 |
| Home
care providers
| 367 |
367 |
317 |
0.864 |
0.063 |
0.073 |
| Institutions
| 66 |
66 |
63 |
0.825 |
0.095 |
0.079 |
| SBDs
| 15,955 |
15,955 |
9,893 |
0.823 |
0.094 |
0.084 |
| Pharmacies
| 14,847 |
14,847 |
12,728 |
0.768 |
0.105 |
0.127 |
| Total
| 56,873 |
56,873 |
45,276 |
| 2001
Pairs
|
| Hospitals
| 11,798 |
11,377 |
10,155 |
0.899 |
0.023 |
0.051 |
| Office-based
providers
| 33,518 |
26,886 |
23,376 |
0.843 |
0.077 |
0.081 |
| HMOs
| 965 |
791 |
637 |
0.878 |
0.028 |
0.094 |
| Home
care providers
| 607 |
601 |
471 |
0.847 |
0.064 |
0.089 |
| Institutions
| 86 |
86 |
79 |
0.937 |
0.051 |
0.013 |
| SBDs
| 28,905 |
28,905 |
17,529 |
0.778 |
0.127 |
0.095 |
| Pharmacies
| 22,165 |
22,165 |
19,256 |
0.703 |
0.144 |
0.153 |
| Total
| 98,044 |
90,811 |
71,503 |
TABLE
B-4. MPC Data Collection Results, Pair Level, 1996—2009
(continued)
| |
Initial Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal Rate |
Other
Nonresponse Rate |
| 2002
Pairs
|
| Hospitals
| 16,481 |
14,477 |
12,805 |
0.895 |
0.061 |
0.045 |
| Office-based
providers
| 42,327 |
19,309 |
17,198 |
0.832 |
0.104 |
0.065 |
| HMOs
| 1,134 |
567 |
477 |
0.870 |
0.052 |
0.078 |
| Home
care providers
| 713 |
682 |
606 |
0.820 |
0.100 |
0.081 |
| Institutions
| 116 |
115 |
107 |
0.907 |
0.056 |
0.037 |
| SBDs
| 30,780 |
30,780 |
19,977 |
0.745 |
0.160 |
0.095 |
| Pharmacies
| 26,046 |
26,046 |
23,057 |
0.734 |
0.156 |
0.110 |
| Total
| 117,597 |
91,976 |
74,227 |
| 2003
Pairs
|
| Hospitals
| 13,876 |
13,094 |
11,532 |
0.895 |
0.052 |
0.054 |
| Office-based
providers
| 36,804 |
19,731 |
17,692 |
0.828 |
0.103 |
0.070 |
| HMOs
|
939 |
625 |
466 |
0.852 |
0.054 |
0.094 |
| Home
care providers
|
652 |
641 |
579 |
0.853 |
0.067 |
0.079 |
| Institutions
|
86 |
85 |
77 |
0.948 |
0.026 |
0.026 |
| SBDs
|
26,965 |
26,965 |
17,566 |
0.804 |
0.152 |
0.045 |
| Pharmacies
|
22,438 |
22,438 |
19,649 |
0.671 |
0.251 |
0.078 |
| Total
|
101,760 |
83,579 |
67,561 |
|
| 2004
Pairs
|
| Hospitals
|
13,175 |
12,772 |
11,589 |
0.922 |
0.028 |
0.050 |
| Office-based
providers
|
34,611 |
26,392 |
23,446 |
0.858 |
0.084 |
0.058 |
| HMOs
|
791 |
665 |
514 |
0.813 |
0.088 |
0.099 |
| Home
care providers
|
610 |
610 |
555 |
0.805 |
0.115 |
0.080 |
| Institutions
|
94 |
94 |
90 |
0.911 |
0.056 |
0.033 |
| SBDs
|
29,271 |
29,271 |
18,694 |
0.827 |
0.103 |
0.070 |
| Pharmacies
|
21,720 |
21,720 |
18,571 |
0.715 |
0.214 |
0.071 |
| Total
| 100,272 |
91,524 |
73,459 |
TABLE B-4. MPC Data Collection Results, Pair Level, 1996—2009
(continued)
| |
Initial Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal
Rate |
Other
Nonresponse Rate |
| 2005
Pairs
|
| Hospitals
|
12,933 |
12,601 |
11,279 |
0.923 |
0.036 |
0.041 |
| Office-based
providers
|
33,854 |
24,517 |
21,821 |
0.852 |
0.094 |
0.054 |
| HMOs
|
804 |
685 |
514 |
0.955 |
0.014 |
0.031 |
| Home
care providers
|
689 |
689 |
619 |
0.816 |
0.113 |
0.071 |
| Institutions
|
123 |
123 |
113 |
0.965 |
0.009 |
0.027 |
| SBDs
|
28,930 |
28,930 |
18,720 |
0.824 |
0.114 |
0.063 |
| Pharmacies
|
21,077 |
21,077 |
18,159 |
0.711 |
0.214 |
0.075 |
| Total
|
98,410 |
88,622 |
71,225 |
| 2006
Pairs
|
| Hospitals
|
13,071 |
11,911 |
10,830 |
0.934 |
0.031 |
0.035 |
| Office-based
providers
|
37,576 |
17,139 |
15,274 |
0.861 |
0.082 |
0.056 |
| HMOs
| 694 |
594 |
476 |
0.903 |
0.059 |
0.038 |
| Home
care providers
|
719 |
719 |
661 |
0.847 |
0.082 |
0.071 |
| Institutions
|
80 |
80 |
78 |
0.808 |
0.115 |
0.077 |
| SBDs
|
31,058 |
31,058 |
18,699 |
0.807 |
0.144 |
0.049 |
| Pharmacies
|
20,990 |
20,990 |
17,418 |
0.734 |
0.196 |
0.070 |
| Total
| 104,188 |
82,491 |
63,436 |
| 2007
Pairs
|
| Hospitals
|
11,220 |
10,646 |
9,611 |
0.929 |
0.032 |
0.039 |
| Office-based
providers
|
30,812 |
19,021 |
16,713 |
0.870 |
0.083 |
0.047 |
| HMOs
|
852 |
621 |
459 |
0.919 |
0.046 |
0.035 |
| Home
care providers
|
574 |
572 |
513 |
0.887 |
0.057 |
0.056 |
| Institutions
|
78 |
78 |
75 |
0.933 |
0.040 |
0.027 |
| SBDs
|
26,407 |
26,407 |
16,660 |
0.864 |
0.046 |
0.090 |
| Pharmacies
|
19,052 |
19,052 |
16,313 |
0.737 |
0.217 |
0.046 |
| Total
|
88,995 |
76,397 |
60,344 |
TABLE
B-4. MPC Data Collection Results, Pair Level, 1996—2009
(continued)
| |
Initial Sample |
Sub-sample |
Eligible
Sample |
Response
Rate |
Refusal Rate |
Other
Nonresponse Rate |
| 2008
Pairs
|
| Hospitals
|
11,374 |
10,672 |
9,600 |
0.943 |
0.026 |
0.034 |
| Office-based
providers
|
32,546 |
13,917 |
12,281 |
0.884 |
0.077 |
0.054 |
| HMOs
|
968 |
572 |
449 |
0.958 |
0.002 |
0.042 |
| Home
care providers
|
566 |
564 |
502 |
0.902 |
0.077 |
0.031 |
| Institutions
|
81 |
80 |
75 |
0.947 |
0.042 |
0.014 |
| SBDs
|
27,496 |
27,496 |
16,144 |
0.846 |
0.133 |
0.049 |
| Pharmacies
|
19,678 |
19,678 |
17,038 |
0.706 |
0.356 |
0.060 |
| Total
|
92,709 |
72,979 |
56,089 |
|
| 2009
Pairs
|
| Hospitals
| n/a |
14,199 |
12,276 |
0.877 |
0.014 |
0.109 |
| Office-based
providers
| n/a |
13,386 |
11,956 |
0.798 |
0.055 |
0.136 |
| HMOs
| n/a |
601 |
601 |
- |
- |
- |
| Home
care providers
| n/a |
728 |
656 |
0.854 |
0.055 |
0.087 |
| Institutions
| n/a |
113 |
109 |
0.927 |
0.028 |
0.046 |
| SBDs
| n/a |
27,480 |
22,417 |
0.683 |
0.084 |
0.233 |
| Pharmacies
| n/a |
22,587 |
19,683 |
0.632 |
0.260 |
0.108 |
| Total
|
n/a |
79,094 |
67,698 |
| |