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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

Name

Title

Signature

Date

John Loft

Project Director

   

Marie Stagnitti

AHRQ Project Officer

   

Revision History

Version

Author/Title

Date

Comments

0.1

John Loft

July 2011

Submitted to Team for input.

0.2

John Loft

February 2012

Added results of SD Data Collection

0.3

John Loft

April 2012

Incorporate Input from Team.

1.0

John Loft

Submitted Draft to AHRS

 

Table of Contents

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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.

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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.

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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.

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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.

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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.

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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:

  • Manage and update the provider information
  • Collect updated information via telephone, or hardcopy form into one central database
  • Produce reports for project staff as well as AHRQ
  • Provide a secure model to contain information with RTI’s Enhanced Security Network
  • 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.

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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.

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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.

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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.

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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.

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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.

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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 [1] 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.

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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.

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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

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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

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3.6 Data Collection Results

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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

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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.

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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

Year1996 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.

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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.


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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.

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2.1.1 Schedule of Delivery from Household Component

Appendix B:  MPC Data Collection Summary Tables


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

 



[1] Note that these counts and percentages are based on participation at the contact group level, not individual providers. As noted in section 2, contact groups may consist of multiple providers as, for example, a health care system that may contain several hospitals. Note as well that contact group is a different metric than the concept of “provider wave” reported in previous rounds of the MPC. In a provider wave, a provider is counted one for each wave of the sample in which it is represented. Table 3.1 reports the percentage of contact groups that provided medical and billing records.