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MEPS Medical Provider Component
Annual Methodology Report

Deliverable Number: M46
Contract Number: 290-02-0005
June 15, 2009

Submitted to:

Agency for Healthcare Research and Quality
540 Gaither Road
Rockville, Maryland 20850

Submitted by:

1650 Research Boulevard
Rockville, Maryland 20850-3195
301-251-1500

Westat Reference Number: 2-7-258
Final

 

Table of Contents

1. Introduction
2. Preparation Activities for MPC Data Collection
2.1 Sample Selection
2.1.1 Identification in the Household Survey
2.1.2 Provider Coding
2.1.3 Authorization Form Acquisition and Processing
2.1.4 Sample for Data Year 2007
2.1.5 Sample Sizes
2.2 Instrument Design
2.3 Recruiting and Training
2.3.1 Data Collection Specialist (DCS) and Abstractor Recruiting
2.3.2 General Overview Training
2.3.3 MPC Project Training for DCSs and Abstractors
3. Data Collection Activities and Results
3.1 Data Collection Procedures
3.1.1 Hospital Data Collection
3.1.2 Separately Billing Doctors
3.1.3 Office-Based Physicians
3.1.4 Health Maintenance Organizations
3.1.5 Home Care Providers
3.1.6 Institutional Care Providers
3.1.7 Pharmacy Providers
3.1.8 Veterans Affairs Facilities and Military and Indian Health Service Hospitals
3.2 Data Abstraction
3.3 Quality Control
3.4 Data Collection Schedule
3.5 Data Collection Results
3.5.1 Response Rates
3.5.2 Refusal Rates
3.5.3 Timing
Table 2-1 Summary of design factors affecting MPC samples, 2005, 2006, and 2007
Table 2-2 MPC sample sizes for data years 2005-2007
Table 2-3 Data collection specialists and abstractors hired and trained for the MPC, 2007
Table 3-1 Abstraction workload for hospital and office-based providers, 2005, 2006 and 2007
Table 3-2 Schedule for MPC data collection, 2005-2007
Table 3-3 Provider-level response rates, for events in calendar years 2005-2007
Table 3-4 Pair-level response rates, for events in calendar years 2005-2007
Table 3-5 SBD node-level response, 1998-2007
Table 3-6 Refusal conversion outcomes: Final disposition of cases coded as refusals during MPC data collection, 2005-2007
Table 3-7 Reasons for final refusal, 2006 and 2007
Table 3-8 Hours per completed MPC patient-provider pair, 2005-2007
Table A-1 MPC sample sizes, provider level, 1996-2007
Table A-2 MPC sample sizes, pair level, 1996-2007
Table A-3 MPC schedule milestones, 1996-2007
Table A-4 MPC data collection results, provider level, 1996-2007
Table A-5 MPC data collection results, patient-provider pair level, 1996-2007
Table A-6 Refusal conversion outcomes, 1998-2007
Figure 3-1 Hospital providers: Response factors over time
Figure 3-2 Office-based providers: Response factors over time
Figure 3-3 SBDs: Response factors over time
Figure 3-4 Pharmacy providers: Response factors over time

1. Introduction

This report describes the data collection activities and results of the 2007 Medical Provider Component (MPC) of the Medical Expenditure Panel Survey (MEPS).

The 2007 MPC sample was drawn from Panel 10 households completing their second year (Rounds 3, 4, and 5) and Panel 11 households completing their first year (Rounds 1, 2, and 3) of study participation. While most activities and procedures carried out for the 2007 MPC did not differ from prior years, efforts were made, as they are each year, to increase the efficiency and quality of the data collection operation.

Chapter 2 of this report describes the activities that occur prior to the start of data collection: sample preparation, forms development, and recruiting and training of staff.

Chapter 3 details the data collection activities and describes the data collection protocols for each subcomponent of the MPC: hospitals, SBDs, office-based providers, health maintenance organizations (HMOs), home health providers, institutional care providers, and pharmacies. Also discussed in this chapter are the data abstraction procedures, quality control activities, schedule, and results of data collection. The tables in Appendix A summarize the results of data collection for each MPC year from 1996 through 2007.

This report provides an annual update for MPC data collection activities. For a broader description of all activities associated with the MPC, refer to the MEPS Medical Provider Component Methodology Report 1996-1999.

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2. Preparation Activities for MPC Data Collection

This chapter describes activities associated with the startup of MPC data collection. These activities include identification and preparation of the sample for each subcomponent (hospital and office-based providers, pharmacies, and separately billing doctors or SBDs); updating of data collection forms and questionnaires; and recruiting and training of data collection specialists (DCS) and abstractors.

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2.1 Sample Selection

2.1.1 Identification in the Household Survey

Providers asked to participate in the MPC are identified by Household Component respondents. The household respondents are asked to identify all medical providers associated with health care services received by each member of the household. Within the Household Component, medical providers are broadly defined to include any type of practitioner contacted by the household for what the household considers to be health care. In addition to hospitals, clinics, HMOs, medical doctors, dentists, and home care providers, the Household Component collects information about care obtained from optometrists, podiatrists, chiropractors, psychologists, and other practitioners. The sample for the MPC is drawn from among specified categories of this wide range of providers.

In general, eligibility for the MPC is restricted to services rendered in a hospital or by (or under the supervision of) a medical doctor or doctor of osteopathy. Services provided by dentists, optometrists, psychologists, podiatrists, chiropractors, and other kinds of health care practitioners who do not provide care under the supervision of a medical doctor or doctor of osteopathy are excluded. Care provided by home care agencies represents an exception to this rule; 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.

The following types of providers are considered eligible for the MPC sample.

  • Providers of Hospital-Based Care. All providers associated with events reported as occurring at a hospital are eligible for the MPC. Included are any providers associated with a hospital outpatient clinic or emergency room event, as well as an inpatient stay.

  • Providers of Long-Term Health Care. Although the institutionalized population is not the primary target population for MEPS, long-term health care facilities reported by household respondents are included in the MPC data collection.

  • Pharmacies from Which Household Respondents Report Obtaining Prescription Medicines. Respondents who report obtaining/purchasing one or more prescription medicines during the survey year are asked to identify all of the pharmacies from which they obtained/purchased their medicines.

  • Physicians (Medical Doctors/Doctors of Osteopathy) Associated with Nonhospital Ambulatory Office Visits. All reported office-based physicians are eligible for the MPC.

  • Separately Billing Doctors (SBDs). These providers are not identified by household respondents but by MPC hospital respondents. They are identified by the hospital as health professionals who provide care to a patient during an inpatient hospital stay, an emergency room visit, or an outpatient hospital visit. The charges and payments for these services are not included with those reported for the facility by the hospital’s patient accounts office.

  • Home Care Agencies. Any provider associated with a home care agency who provides care in the home of a household respondent is eligible for the MPC. Providers who are not associated with an agency are not included in the MPC.

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2.1.2 Provider Coding

The process of relating provider names, addresses, and telephone numbers to an operationally manageable, unduplicated list of MPC sampled providers was carried out in essentially the same manner as in previous years. The first stage of provider coding occurs in the household interview as field interviewers use the online provider directory to identify providers named by the household respondents. The version of the directory distributed on the interviewer laptops has not been updated since MEPS was first fielded in 1996. As a result, the number of providers who cannot be located in the directory has increased over time, and much of the provider coding workload has shifted from the interview to between-round processing at the home office. Home office clerical staff have online access to an enhanced version of the directory, which they use to code any providers not coded during the interview. Providers to whom a new identification number is assigned at the home office are added to the enhanced version of the directory accessible at the home office.

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2.1.3 Authorization Form Acquisition and Processing

The MEPS protocol requires that a signed form authorizing the project to contact a provider be obtained for each person-provider pair identified for the MPC sample. The protocol for obtaining authorization forms from household respondents has remained unchanged, but the content of the form was revised in 2002 to conform to the requirements of the Health Insurance Portability and Accountability Act (HIPAA). This form was revised again in 2007 to remove the patient’s Social Security number and to add words about opting out of participation.

When the signed authorization form is received at Westat’s home office, the image is scanned and the scanned image is printed for the MPC for inclusion in interviewer materials. The electronic image is used by Rightfax in the electronic faxing process (see Section 3.4).

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2.1.4 Sample for Data Year 2007

The 2007 MPC sample was generated from two MEPS household panels: Panel 11 households completing their second year of MEPS and Panel 12 households completing their first year of the study. The Panel 11 portion of the sample was drawn from Rounds 3, 4, and 5 of that panel; the Panel 12 portion was drawn from Rounds 1, 2, and 3.

The total sample is fielded in three main groupings. The first and largest group includes hospitals, office-based doctors (OBDs), home care agencies, HMOs, and long-term care institutions. The second group is the pharmacies, whose authorization form collection schedule differs from that of the other providers. The third is the SBDs, who are identified by the hospitals and fielded as the hospital data collection draws to a close. The providers in each of these groupings are fielded in two or more waves.

The first wave of the 2007 sample, fielded in late February 2008, included hospital, office-based doctors, home care, HMO, and institutional providers identified in the household interviewing rounds that ended in December 2007 (Panel 11, Rounds 3 and 4; Panel 12, Rounds 1 and 2). Providers identified in the rounds ending in May-June (Panel 11, Round 5 and Panel 12, Round 3) were fielded in July 2008. The authorization form "cutoff" used in prior years was implemented again for the 2007 sample. This "cutoff" allowed the timely fielding of the second wave of the MPC by eliminating, with one exception, person-provider pairs associated with authorization forms received after May 31. The exceptions to this rule were pairs that met the criteria for "targeting"—that is, those expected to be associated with high medical expenditures because of multiple or extended inpatient stays or end-of-life care. Providers associated with a targeted person were fielded even if the authorization form was received after May 31.

The pharmacy sample was fielded in two waves, with the first wave being fielded at the beginning of June 2008. The pharmacy sample is fielded later in the year than the hospital, OBD, home care, HMO, and institutional providers because pharmacy authorization forms are collected only during the spring rounds each year (Rounds 3 and 5). For the pharmacy sample, the first wave is identified midway through Rounds 3 and 5, at a point when a substantial portion of the interviewing has been completed. For the 2007 sample, the first pharmacy wave was identified as of April 15, 2008; the pharmacies associated with authorization forms signed as of that date were designated as the first wave. Sample review, printing, and assembly were completed to allow data collection to begin in early June.

Since the identification of SBDs is dependent upon the completion of hospital data collection, the first waves of SBDs were released in October 2008, (6 weeks earlier than past years), when most of the hospital interviewing was complete. The last wave was released February 26, 2009.

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2.1.5 Sample Sizes

Table 2-1 summarizes several aspects of the household design that affect the annual MPC sample. Over the last several years, prior to Panel 12, the number and location of the primary sampling units (PSUs) in which household interviewing occurred, has remained stable at 195. For Panel 12 the number of PSUs (and the location of some) has changed from 195 to 183.

As indicated in Table 2-1, the office-based providers have been subsampled in each of the years shown. Table 2-2 shows MPC sample sizes for data years 2005 through 2007 before and after the subsampling. The subsampling is implemented using the household respondents’ characterization of their providers as office-based. The table, however, shows providers as classified for the MPC, which adjusts the household characterization based on the project’s experience with the provider in prior years. These differences between household and MPC characterizations of providers account for the changes shown in the table for providers other than office-based physicians. As shown in the table, the components of the MPC sample have remained fairly stable ("Initial Yield" column) over the three year period with some variation, especially among OBDs, in the number of providers fielded. As shown in the "After subsampling" in the table there were 18,933 OBDs fielded in 2005, 13,473 in 2006, and 15,273 in 2007, this variation is a direct result of the subsampling rates applied.

Table 2-1. Summary of design factors affecting MPC samples, 2005, 2006, and 2007

 

2005
Panel 9,
Year 2

2005
Panel 10,
Year 1

2006
Panel 10,
Year 2

2006
Panel 11,
Year 1

2007
Panel 11,
Year 2

2007
Panel 12,
Year 1

No. of PSUs for household sample

195

195

195

195

195

183

No. of household interviews

6,627

6,727

6,461

7,007

6,781

5,383

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


Table 2-2. MPC sample sizes for data years 2005-2007

Households contributing to the sample

2005
Initial Yield

2005
After
subsampling

2006
Initial yield

2006
After
subsampling

2007
Initial yield

2007
After
subsampling

Provider level, Hospital providers

7,461

6,059

7,447

5,884

7,110

5,708

Provider level, Office-based providers

26,972

18,933

27,620

13,473

25,052

15,273

Provider level, HMO providers

422

301

333

284

501

316

Provider level, Home health providers

606

593

655

648

534

516

Provider level, Institutional providers

121

116

80

80

76

75

Provider level, SBDs

19,810

19,810

21,126

21,126

19,435

19,435

Provider level, Pharmacy providers

8,404

8,404

8,471

8,471

8,619

8,619

Total
 

63,796

54,216

65,731

49,966

61,327

49,942

Person-provider pair level, Hospital providers

12,933

12,601

13,071

11,911

11,220

10,646

Person-provider pair level, Office-based providers

33,854

24,517

37,576

17,139

30,812

19,021

Person-provider pair level, HMO providers

804

685

694

594

852

621

Person-provider pair level, Home health providers

689

689

719

719

574

572

Person-provider pair level, Institutional providers

123

123

80

80

78

78

Person-provider pair level, SBDs

28,930

28,930

31,058

31,058

26,407

26,407

Person-provider pair level, Pharmacy providers

21,077

21,077

21,090

20,090

19,052

19,052

Total

98,410

88,622

104,285

81,591

88,995

76,398

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2.2 Instrument Design

For 2007 data collection, specific calendar year references were updated. In addition to calendar year reference changes, the following changes were made to the Contact Guide and Event Forms:

Contact Guide

  • At AHRQ’s request, all references to the U.S. Public Health Service were replaced with the U.S. Department of Health and Human Services.

  • The office-based provider contact guide was revised to prompt the interviewer to request charge and payment information from the respondent first, followed by diagnosis information. Previous versions of the guide listed diagnosis information first.

  • The hospital contact guide was revised to prompt the interviewer to contact the medical record department first to arrange for the collection of data, and then request to be transferred directly to patient accounts department to arrange for data collection from this department.

Event Form

  • All event forms were revised to include an instruction box to verify with the respondent that the full established charge or list price for the event(s) was recorded.

  • For events where the total charge equaled the total payment, an instruction box and verification question was added to confirm with the respondent that the amounts recorded by the interviewer were the full established charge and total payment minus any adjustments or discounts.

  • Additionally, "diagnosis" was dropped as a data item for the SBD component.

The MEPS Medical Provider Component Methodology Report 1996-1999 provides a detailed description of each of the data collection instruments

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2.3 Recruiting and Training

2.3.1 Data Collection Specialist (DCS) and Abstractor Recruiting

The recruitment process for data year 2007 has remained essentially unchanged over the course of the project. Candidates either call or send a resume and are screened on the telephone. Potential hires are invited for a personal interview, references are checked and, if all "checks out" they are invited to training. All candidates are asked to read a "mini" questionnaire to test their reading ability and their facility for pronouncing common medical terms during the interview. The number of new DCSs and abstractors to be trained each year is determined by the schedule, sample size, attrition rate, and average hours expected per week by each data collection specialist. DCSs and abstractors are recruited through advertisements placed in local newspapers, on newspaper web sites, and on the Westat web site, as well as through referrals.

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2.3.2 General Overview Training

New DCSs and abstractors are welcomed to Westat with a series of videos and presentations about Westat, about AHRQ, and about MEPS. Each is focused on familiarizing new staff with the MPC and the work they will be doing. Both abstractors and telephone data collection specialists are then trained in general interviewing techniques that introduces new trainees to the basic skills needed for interviewing: gaining respondent cooperation, listening, probing, and conventions for recording answers. General training also includes the AHRQ and Westat mandated training on security and confidentiality as well as the policies and procedures of Westat and MPC operations. Both DCS and abstractor staff attend this training; abstractors because they must make data retrieval and clarification calls.

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2.3.3 MPC Project Training for DCSs and Abstractors

For the 2007 MPC, there were five training sessions for the office-based component, two for the hospital component, and one for the pharmacy component with new employees. The project also conducted refresher training sessions for existing Westat staff for all components, beginning in February, 2008.

Table 2-3 illustrates the hospital, office-based and pharmacy training schedule for all newly hired data collection specialists and abstractors. The hospital training for newly hired employees included two different types of training: (1) Hospital contact guide training which covered contacting hospital providers, identifying the correct respondent, and sending the appropriate respondent materials and authorization forms and (2) Hospital contact guide and event form training, which covered hospital contact guide training as well as administering the event form.

Table 2-3. Data collection specialists and abstractors hired and trained for the MPC, 2007

Component

No. of new
hires invited

No. completing
training

Training dates

Office-based

56

47

4/7/08, 4/14/08, 4/28/08, 5/19/08, 6/16/08

Hospital

14

13

4/28/08, 6/2/08

SBD

N/A

N/A

 

Pharmacy

27

23

5/28/08

Experienced DCSs and abstractors, those who had been trained and worked on components in prior years, attended refresher trainings for each component to which they were assigned. The refresher trainings were designed to update staff on procedural changes and to hone their skills before beginning work on 2007 data collection.

As the project workload required, DCSs with very strong skills were selected for specialized training to collect data from specific types of providers: institutional and home care providers, large HMOs, and Veterans Affairs facilities. A special training session was conducted to prepare DCSs to collect data from large pharmacy chains. Additional training sessions were held to prepare selected staff for work as editors, provider locators, and refusal and disavowal converters.

The subject matter and presentation styles of the 2007 project-specific training sessions were essentially unchanged from the previous year. Videos, scripts and PowerPoint presentations were all employed during the trainings. Additionally, the camera system (ELMO) was used to capture and project images of the trainer recording on actual forms (not transparencies) onto a screen. Role plays for DCSs and practice abstractions were also conducted.

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3. Data Collection Activities and Results

Most of the MPC instruments and procedures used for contacting different types of providers for data year 2007 continued the protocols established during the previous cycles of the survey as described in earlier reports of the methodology series, especially the MEPS Medical Provider Component Methodology Report 1996-1999. There were two procedural changes to note. The first, which was initially requested by AHRQ for 2006 data collection, modified the contact protocol such that the Authorization Form had to be sent to the provider prior to the release of any personal health information (PHI) including whether or not the patient was actually a patient of that provider. During 2007 data collection, this procedure was modified to allow the interviewer to give the respondent the patient names prior to releasing any PHI, however the authorization form was still sent to the provider after confirming patient name. Secondly, the hospital, home care, and office-based provider 2007 data collection protocol was modified to limit the number of diagnoses collected to a maximum of five (5) diagnoses per event. The SBD data collection protocol was modified to omit the collection of diagnoses entirely.

This chapter provides a brief summary of the data collection procedures. Although the chapter focuses primarily on the 2007 cycle of data collection, most of the tables presented cover the years 2005 to 2007. Data for 2005 and 2006 are provided for context and comparison. Tables summarizing results from the first year of MPC data collection through 2007 are presented in Appendix A.

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3.1 Data Collection Procedures

The MPC instruments and procedures were designed to support data collection by telephone, but with the flexibility to use mail, fax, and in-person methods as needed to accommodate respondent preferences. As described in the MEPS Medical Provider Methodology Report 1996-1999, a unique Event Form was developed for each provider/sample type. The Event Forms are variations on a common theme; adaptations were made as needed to collect the core set of MPC data items in different provider settings. The forms collect a common set of data items for each event that occurred during the target calendar year for each MEPS patient seen by the provider.

The MPC event-level data are collected independently of the specific events reported by the household respondents. With the exception of separately billing doctors, discussed in Section 3.1.2, telephone data collection specialists and medical providers are not given the dates of care reported by the household respondents. The medical providers are asked to report all events in their records for the target year, irrespective of what has been reported by the household. The data collection specialists are, however, given a count by event type of the household reports. This count serves as a prompt for the data collection specialist to probe for additional events when the number of events reported by the provider is less than the household report.

The data collection specialist (DCS) uses a Contact Guide to provide structure to the initial conversation with each provider. During the initial contact, the DCS identifies the appropriate respondents within the provider setting, explains the MPC request, mails or sends a fax with authorization forms, and documents steps for proceeding with the data collection.

The following sections describe the MPC data collection protocol and the procedural variations for each provider type.

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3.1.1 Hospital Data Collection

The first contact with the hospital is made by a telephone data collection specialist.

In the initial call, the data collection specialist verifies that the number reached is in fact a hospital. If the place is not a hospital, the data collection specialist determines whether the place is eligible for MPC data collection as another type of provider and, if so, documents this fact and prepares the case for interviewing with the appropriate Event Form. If the place contacted is a hospital, the data collection specialist asks to speak to someone in the medical records department, the first of three points of contact in the hospital protocol.

When the data collection specialist reaches a representative in the medical records department, he or she explains the nature of the data collection request and makes arrangements to fax or mail a packet of survey materials. These materials explain the study and identify the patients for whom information is being requested. Copies of the authorization forms signed by the household respondents are also included in the packet. Faxing is the preferred and most frequent mode for sending materials to the hospital because of the speed with which it can be completed and the capability it provides for prompt followup with the hospital contact. Upon ending the call with the medical record department, the data collection specialist asks to be transferred to the patient accounts department to request the remaining data items—services provided, charges, and sources and amounts of payment.

Once medical records and patient accounts are received by the provider, they are logged and sent to "abstraction" where the data are abstracted and recorded in the Event Form as discussed in Section 3.2.

If the medical records and/or patient accounts are not received after a prescribed period of time (which varies according to whether material was faxed or mailed to the respondent), the data collection specialist calls the specific department again and asks them to either send the records or, if they prefer, to collect the data by telephone. If collected by telephone, the data collection specialist asks for an initial set of data items from the medical record department and the patient accounts department for each event in the targeted calendar year. Of note, the medical records department contact is also asked to report the name and specialty of each health professional who saw the patient during the hospital event and who charged for services separately from the hospital’s main facility billing. These health professionals, referred to as separately billing doctors or SBDs, constitute the final segment of the MPC sample (discussed in Section 3.1.2). After being identified by the hospital, they are contacted by telephone and asked about the services they provided during the events reported by the hospital. Medical records are the critical source for identifying SBDs.

Upon received of medical records and patient accounts, the data collection specialist contacts the hospital’s administrative offices to ascertain the billing status of each health professional identified by the medical records department and to obtain locating information for the followup contacts with the providers who billed separately from the facility.

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3.1.2 Separately Billing Doctors

The separately billing doctor or SBD portion of the MPC sample is identified not by the household respondents but by MPC hospital respondents. As explained in Section 3.1.1, SBDs are identified by the hospital as health professionals who provide care during a hospital-based event but whose charges and payments are not included in those reported by the hospital’s patient accounts office. To capture this critical part of the costs of hospital care, the MPC asks the hospital to identify all health professionals who provide care during each hospital event, to indicate which of these bill separately from the hospital, and to provide contact information for those who bill separately.

Once identified by the hospital, the SBDs enter a stream of processing that prepares them for fielding. As a first step in this processing, MPC edit staff review the completed hospital Event Forms to ensure that the original hospital data collection specialist or abstractor followed the appropriate steps to identify all SBDs associated with each event. Certain kinds of events have a high likelihood of having one or more SBDs. The MPC edit staff verify that the expected SBDs have been identified or that the data collection specialist or abstractor has explicitly noted the hospital’s response to probing for information about SBDs. For inpatient surgeries, for example, the hospital is expected to identify at least a surgeon and an anesthesiologist. If the completed case does not include the expected SBDs or an explanation for the omission, the case is referred back for a retrieval call.

The edited hospital Event Forms are sent for data entry and the information relating to the identification of the SBDs is keyed. Each newly reported SBD is checked against previously reported providers and assigned a provider-level identification (ID) number. The SBD sample is built and unduplicated on a continuing basis as additional hospital cases are completed and keyed. At appropriate points, the project staff define a "wave" of SBD cases, generate case materials and authorization forms for the pairs in the wave, assemble the materials, and incorporate them into the SBD data collection, the schedule for which is discussed in Section 3.5.

Although they are referred to as separately billing "doctors," many of the providers identified in medical records are not doctors but other types of health professionals who bill separately for services provided in a hospital setting. All health professionals who participated in the hospital event and who bill separately are included in the SBD sample for contact. Similarly, many of the ultimate respondents in the SBD data collection are not the offices of physicians or other health professionals, but are billing services. Over time, the SBD sample has included an increasing number of large billing services that manage the records for providers who are widely dispersed geographically.

Processing and fielding of SBDs differ from the procedures for other provider types in several ways. Before a wave of SBDs can be fielded, the providers in that wave must be compared with providers previously fielded in the office-based sample. Because a physician named as an SBD by a hospital may also have been named by the household respondent as a physician seen in an office-based setting, and thus may have already been contacted as an office-based provider, this check is made to avoid duplication in the data collection. If the household respondent reported seeing the physician in an office-based setting, information about the services the physician provided in connection with the hospital event may have already have been obtained in the course of the office-based data collection. The check ensures that information about the event is not collected twice, and that information collected about services in the hospital setting is processed as part of the SBD event data rather than the office-based event data.

To support this check for overlaps between the office-based and SBD samples, cases in each wave of the SBD sample are compared electronically to the office-based sample to identify those that match on patient-provider ID, event type, and event date. Based on the outcome of this check, the new wave is handled as two waves: one wave with the cases containing events that matched, one wave with those that did not match. For the cases with a match, the office-based data for the event are reviewed to verify the match. If the match is verified, the SBD case is not fielded and the office-based data are used in subsequent SBD processing. Because of differences in the way households and hospitals report the same providers, the electronic matching does not identify all of the overlap cases. Consequently, the cases in the wave that did not match on patient-provider ID are further reviewed for the possibility that the data needed for the SBD were collected in the office-based component, but under a different provider ID. Additional overlap cases are identified through this review.

The SBD data collection protocol also differs from the protocol for office-based physicians in another important way. When an MPC data collection specialist calls an office-based physician, he or she requests information about all events in the provider’s records for that patient during the survey’s target year. SBD data collection, in contrast, focuses on the specific events reported by the hospital. The SBD data collection specialist is provided with the dates of service reported by the hospital and probes specifically for services provided on those dates. Throughout collection and processing, the SBD data are linked to the specific events identified by the hospital.

The authorization form sent to SBDs identifies the hospital as being authorized to release information and, in small print, states that the release includes all providers who supplied services during the hospital event. However, since many respondents do not read the small print DCSs must explain how the authorization form does, indeed, cover the SBDs.

During hospital data collection, the hospital administrative office respondents, who typically are the source of SBD contact information, often cannot say definitely whether a given physician identified in the records for a particular patient does or does not bill separately or whether the physician did or did not bill separately for a specific event for the patient. When the hospital administrative office respondent cannot make this determination, the physician is included in the sample provisionally, pending the outcome of the SBD data collection effort. During SBD data collection, when the data collection specialist learns that a physician did not bill separately, the SBD event created on the basis of the hospital report is assigned an out-of-scope disposition.

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3.1.3 Office-Based Physicians

The survey instrument and data collection protocols for office-based providers were designed with the aim of making it possible for a single respondent—a contact in the provider’s billing office—to provide all of the requested data items. Whereas access to medical records is essential to the collection of SBD names for hospital events, the office-based provider contact was designed to eliminate the need for direct access to medical records and any requirement for direct involvement of the physician. Typically, all of the requested information is available from the provider’s billing records.

The Contact Guide for office-based providers leads the data collection specialist through the process of identifying the place contacted, verifying that services were provided at that location by (or under the supervision of) a physician, and contacting a respondent with access to billing records. Having contacted the billing respondent, the data collection specialist explains the study, solicits cooperation, and makes arrangements to fax or mail the survey documents and authorization forms. If the respondent chooses to provide the billing records by phone, rather than sending them by mail or fax, the data collection specialist makes arrangements to call back to collect the data items. The data collection specialist calls back at the appointed time and collects the detailed event-level information for each MEPS patient who signed an authorization form for the provider.

As with hospitals, more office-based providers are opting to mail or fax patient records rather than provide the requested information by telephone. When billing records are received, they are reviewed and the data elements are abstracted onto data collection forms. Questions that arise are resolved through callbacks to the provider.

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3.1.4 Health Maintenance Organizations

Although providers associated with health maintenance organizations (HMOs) share many of the characteristics of office-based physicians and clinics and, in some instances, operate their own hospitals, their distinctive financing arrangements warrant special treatment in the MPC.

A select group of data collection specialists is identified each year to handle contacts with HMOs. They develop familiarity with capitation arrangements, HMO payment practices, and conventions for capturing data on HMO practices within the basic set of MPC Event Forms. They also learn how the records of specific HMOs are organized—when data must be obtained from local offices or from regional or other centralized locations. Data collection specialization also creates possibilities for continuity in contacts with an HMO from year to year, although HMO staff turnover limits the extent to which this can occur. When collecting data from an HMO respondent, the data collection specialist uses either the hospital or the office-based physician form, whichever is appropriate for the specific event being reported.

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3.1.5 Home Care Providers

In general, data collection for home care providers follows the protocol for office-based providers. The data collection specialist uses a home care provider Contact Guide for the initial calls and a provider-type-specific Event Form to collect information about home care events. The home care Event Form has been adapted to capture data that are characteristic of home care providers.

The home care sample presents several special challenges to the data collection effort. The identifying information provided by household respondents is more frequently incomplete for home care providers than for other provider types. Many respondents report their home care providers in personal terms—using the person’s name or the kind of care the person provides—rather than in terms of the provider’s agency or company. Identifying the appropriate respondent for data collection—the agency or organization that maintains records of the care—is often more difficult with home care providers than with other provider types. Household respondents often identify intermediary or referral agencies as the source of their home care rather than the agency itself. When this occurs, the task of locating records for a patient may require contacts with a series of social service providers, local agency representatives, and corporate offices.

What constitutes home care, moreover, is less clearly delineated than other types of health care considered eligible for the MPC. Office-based physician care, for example, must be provided by or under the supervision of a medical doctor or doctor of osteopathy. "Home care," however, is broadly defined for MEPS and can include a wide range of services provided in the home, as long as they are provided because of a recipient’s health conditions.

In recent years, the MPC has had to adjust the way it captures payment information when providers report Medicare as a payer. Under the Medicare Home Health Prospective Payment System that went into effect in October 2000, Medicare instituted the practice of paying for approved home care in 2-month increments. The MPC home care form is designed to collect data in monthly increments. To handle the change in Medicare payments, project staff routinely divide the amount reported by the provider, allocating an equal share to each of the 2 months covered by the payment.

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3.1.6 Institutional Care Providers

The institutional care sample of the MPC is identified when household respondents are reported to have had an episode of care in a long-term health care facility. As with other provider types, the initial contact with the institutional sample is by telephone. In the initial telephone screening, a data collection specialist verifies whether the place is in fact a long-term care facility. Copies of the survey materials and authorization forms are faxed or mailed to the places verified as long-term care providers. This is followed by contacts for the main data collection.

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3.1.7 Pharmacy Providers

During the first year of the MPC, the collection of prescription medicine information from pharmacies was carried out as a mail survey, in an operation separate from the main MPC effort. Problems encountered during this first year led to a modification of the data collection approach, shifting to a mixed mode (telephone and mail) in the second year and, in the third and subsequent years, to telephone-based data collection conducted as a subcomponent of the MPC. Since the third year, the pharmacy data collection has followed a protocol similar to that for office-based providers: initial contact by telephone, faxing of introductory materials and authorization forms, and return (by fax or mail) of record-based responses from pharmacies.

A unique feature of the pharmacy data collection is its focus on a request for a "patient profile" (a computer-generated listing of the prescriptions dispensed to a given customer). Most pharmacies routinely make such profiles available to customers on request, and the profiles contain many of the data items most critical to MEPS: name and National Drug Code (NDC) for each medicine, dosage and units, date dispensed, quantity, the customer’s out-of-pocket payment, and third-party payments. The request to pharmacies focuses on obtaining these patient profiles. Because many of the profiles are missing critical items (such as third-party payers) or contain idiosyncratic codes whose meaning is not apparent, at least one callback is necessary to clarify or obtain information.

Sampled pharmacies are divided into two major groups for handling: individual retail pharmacies and pharmacies associated with chains. The approach for individual retail pharmacies is essentially the same as that for office-based providers. A data collection specialist contacts the pharmacy by telephone to identify an appropriate respondent and explain the study. During this call, the data collection specialist explains the nature of the data request, asks about the availability of patient profiles, and discusses the data items available on the profiles. This discussion is intended to limit the need for callbacks to obtain additional explanation after the profiles have been received. Finally, the data collection specialist arranges to mail or fax the authorization forms and other survey documents to the pharmacy. Pharmacies are asked to respond by mailing or faxing the profiles for the designated patients.

Pharmacies associated with chains are approached in one of two ways, with the approach determined by the project’s interactions with the chain in prior years. Some chains prefer that the project contact its individual stores to collect the data; in these cases, the data collection progresses the same as with the individual retail stores. Other chains prefer to handle the data request through a regional or central contact. For these chains, the initial contact is by telephone with the corporate or regional office. The project establishes a corporate contact and negotiates cooperation and an arrangement for obtaining the data. In general, the project does whatever is necessary to facilitate the chain’s compliance including providing customized hard-copy listings or electronic files identifying the customers who have provided authorization forms. Different chains have chosen to participate in different ways. Some simply suggest that the project directly contact their individual retail outlets, sometimes supplementing that request with an authorizing communication to the outlets. Some chains compile the information from central or regional offices, providing printed patient profiles for all of their reported patients. Other chains request a diskette identifying the patients of interest and the store locations. The diskette and the authorization forms are sent to the corporate office. Some corporate offices return an electronic file of the profile data, while others provide hard-copy documents even though the initial request was by diskette. For 2007 data collection, the MPC worked in collaboration with the MEPS household interviewers to obtain patient profiles directly from the household respondents if the household respondents filled at least one prescription from selected corporate chains.

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3.1.8 Veterans Affairs Facilities and Military and Indian Health Service Hospitals

Over time, the project has developed procedures for handling contacts with selected types of providers whose organization or characteristic data require special attention. Although the standard Event Forms are used to collect data from these providers, what these providers can report often deviates from the most common patterns. Small groups of data collection specialists are trained to handle these cases, which involve providers associated with the U.S. Department of Veterans Affairs (VA), the U.S. military, and the Indian Health Service. Some cases are initially selected for handling by these specialized data collection specialists on the basis of provider names; other cases receive special handling after an initial call identifies them as belonging to one of the relevant groups.

These cases commonly present special problems, examples of which are described below.

  • Problems of Patient Identification. Most VA and military facilities use the prime beneficiary’s Social Security Number (SSN) for medical record and patient account identification. Although household respondents were asked in 2006 (this has since changed)to record their SSN on the authorization form, many choose not to give the SSN. The absence of an SSN causes problems in obtaining the cooperation of facilities that have to rely on another method for identifying the desired records. Facilities whose recordkeeping is based on the SSN of the service member or eligible veteran may also have difficulty when the MEPS patient is a dependent. Even when the patient’s SSN is available, the facility may have difficulty locating records that are stored under the SSN of the primary beneficiary.

  • Mobility of Medical Records. When military personnel move, retire, or separate from service, they take their medical records with them. They also remove their records when going to outside providers and sometimes fail to return them to the medical records section. As a result, some MPC cases cannot be successfully completed because the records are not available.

  • Charges and Payments. There is considerable variation in what these facilities can report as the full established charges for their services. Payment patterns also vary: while there may be no event-specific payments for some eligible patients, for other patients there may be copayments and/or charges to third parties.

For 2007 data collection, AHRQ approved a modification to the way in which VA charge data were collected. For the VA cases where Westat was unable to collect charge equivalents from the provider, Westat coded the services and procedures found in the medical record and used a VA sponsored website to obtain the billing rates established by the VA Chief Business Office.

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3.2 Data Abstraction

As explained in Section 3.1.1, the first step in the data collection protocol for hospital providers is to contact the medical records department of the hospital to establish the date(s) of service, the place of service (inpatient, outpatient, emergency, or other), the diagnosis for each date of service, and the names of the SBDs associated with each date of service. Although the original methodology for hospital data collection used telephone contact for collecting these data items, most providers prefer to send copies of patient records by fax or by mail. Patient accounts departments, like the medical record departments, particularly those in large hospitals, also prefer to send copies of billing records, rather than take the time to report information by telephone. Many nonhospital providers, such as physicians and pharmacists, also often choose to mail/fax records rather than report by telephone.

The percentage of providers choosing to send records continues to increase every year. The recruiting and training of abstractors is described in Section 2.3. When medical and patient account records are received, the records are sent to the Abstraction Unit where the relevant data items are abstracted from the records and recorded in the appropriate Event Form by skilled abstractors.

Table 3-1 shows the level of the abstraction effort for 2005, 2006, and 2007. The table shows the number of cases ("provider-waves") completed and the number and percentage of these for which records were abstracted for two stages of hospital respondents, for office-based providers, and for SBDs. The percentage of providers choosing to send records continues to increase, with 93.4 percent of hospital medical records departments sending records in 2007 compared to 91.3 percent in 2006, and 86.6 percent in 2005.The increase is even greater for patient accounts (from 79.2% to 89.7%) and office-based providers (from 53.4% to 72.3%) over the past three years.

Table 3-1. Abstraction workload for hospital and office-based providers, 2005, 2006 and 2007*

2005 Respondent type

2005
Completes

2005
Providers
sending records
Number

2005
Providers
sending records
Percent

Hospital—medical records

6,975

6,042

86.6

Hospital—patient accounts

6,975

5,524

79.2

Office-based providers**

14,771

7,891

53.4

SBDs

11,538

1,846

16.0


2006 Respondent type

2006
Completes

2006
Providers
sending records
Number

2006
Providers
sending records
Percent

Hospital—medical records

6,863

6,269

91.3

Hospital—patient accounts

6,863

5,752

83.8

Office-based providers**

10,574

5,735

54.2

SBDs

11,563

5,666

49.0


2007 Respondent type

2007
Completes

2007
Providers
sending records
Number

2007
Providers
sending records
Percent

Hospital—medical records

6,565

6,135

93.4

Hospital—patient accounts

6,565

5,890

89.7

Office-based providers**

12,279

8,887

72.3

SBDs

11,542

5,613

48.6

Units in the table are "provider-waves," the units used to track cases for data collection. A provider is counted once for each wave of the sample in which it is represented.
**Excludes OBDs worked as hospital cases

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3.3 Quality Control

Quality control checks are in place at each step of the MPC data collection.

Ten percent of the work of each telephone data collection specialist is silently monitored. Monitors "listen" to telephone contacts to ensure that the Contact Guide and the Event Form questions are being administered and that answers are recorded according to the protocol. Monitoring staff complete an evaluation form during each monitoring session and, following the session, discuss the data collection specialist’s performance, providing both positive and negative feedback as needed.

The abstractors’ work is verified by re–abstraction. One hundred percent of all new abstractor work is verified during their first two weeks, then, if their work is acceptable, the verification rate is reduced to 10 percent. An evaluation form is completed to note the quality of the work and to identify any items needing clarification. The form is reviewed with the abstractor.

All finalized cases, whether or not they include completed Event Forms, are reviewed by editors. The editors assess the case documents for clarity and legibility of responses and for adherence to the specifications for each question. Editors prepare a Problem Resolution Sheet to inform the data collection specialist (or abstractor) of items that need resolution or data retrieval. Five critical items, if blank or containing invalid responses, trigger preparation of a Problem Resolution Sheet: date of service, diagnosis (ICD-9 code), procedure (CPT-4 code), reimbursement type, and total payment by source. Other unusual situations, such as linked events or overpayments, trigger managerial review. Cases for which a Problem Resolution Sheet is prepared are returned to the appropriate data collection specialist (or abstractor) for clarification and, when necessary, for a callback to the provider to retrieve missing or incomplete items. When the cases are returned to the editors after data retrieval, they are reviewed again to make sure that all items on the Problem Resolution Sheet have been resolved. When editing on the case is complete, the Event Forms are sent for data entry. If the data entry process identifies a problem, the case is returned to the editing department for resolution and, if necessary, to the data collection specialist (or abstractor) for further clarification.

The work of the editors is also verified. All work by newly trained editors is verified 100 percent with the rate being reduced as the editor achieves a greater and greater level of proficiency, with the minimum level being 10 percent.

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3.4 Data Collection Schedule

The annual expenditure estimates generated from MEPS are derived from a union of the data collected from household and medical provider respondents. The data in a given year’s estimates relate to the year in which the data were collected from household respondents. Because the MPC sample is identified during household data collection, medical provider data collection necessarily follows household data collection, and the MPC sample cannot be fully identified until all household interviewing for the target calendar year is complete (the June following the end of the target year).

A major goal of the survey is to make the MEPS data available to users on as timely a basis as possible. By design, the MPC trails household interviewing. It provides the last elements of data content for the annual estimates, and the major processes required to prepare the annual estimates cannot begin until the MPC data collection is complete. Achieving the data delivery goal thus requires that the MPC data collection be started and completed as quickly as possible following household interviewing.

The schedule for fielding the MPC sample is shaped by the data delivery goal in several ways. The MPC sample for a given year is fielded in two or more waves, with the first wave beginning while household interviewing for the data year is still in progress. A first wave of the MPC sample is drawn from the first two rounds of household data collection for the calendar year—from Rounds 1 and 2 of the panel completing its first year and from Rounds 3 and 4 of the panel in its second year. These rounds end by mid-December. The final wave of the MPC sample can be fielded only after the household rounds that close out the calendar year data collection—Round 3 of the panel in its first year and Round 5 of the panel completing its second year—have been completed, which occurs in June. Readying these last elements of the year’s MPC sample for data collection is critical to the overall MPC data collection schedule. A minimum of 12 to 14 weeks is needed to build an acceptable response rate for this final part of the sample. The availability of this sample thus sets a minimum bound on how quickly the MPC data collection can end and the MPC data can be made available for processing. In recent years, the project has made steady incremental progress in reducing the processing time required to field each wave of the sample at the start of data collection operations and in making the MPC data available for processing at the end of data collection.

Table 3-2 summarizes the schedule for MPC data collection for calendar years 2004 through 2006. As reflected in the table, the sample is fielded in three groups with hospitals, office-based physicians, and home care, institutional, and HMO providers fielded as one group and SBD and pharmacy providers fielded as separate groups. For each of the main elements of the data collection, the table shows the start of the first wave of MPC data collection, the end of the final round of household data collection that generated the sample for the year’s MPC, the start of the last wave of MPC data collection, the end of the MPC data collection, and the number of waves in which the year’s MPC sample was fielded.

Table 3-2. Schedule for MPC data collection, 2005-2007

Year

Provider
group

Start of first
MPC wave

End of
household
data collection

Start of last
MPC wave

End of
MPC
data collection

Number
of waves

2005

Hospital, etc.*

02/27/06

6/15/06

07/24/06

12/15/06

2

2005

SBD

11/22/06

6/15/06

02/7/07

04/20/07

3

2005
 

Pharmacy

05/05/06

6/15/06

08/04/06

01/12/06

3

2006

Hospital, etc.*

02/28/07

6/15/07

08/29/07

12/27/07

3

2006

SBD

11/19/07

6/15/07

03/05/08

04/25/08

5

2006
 

Pharmacy

05/08/07

6/15/07

08/06/07

01/08/08

3

2007

Hospital, etc.*

2/28/08

6/15/08

8/18/08

12/15/08

3

2007

SBD

10/6/08

6/15/08

2/26/09

4/15/09

6

2007

Pharmacy

6/2/08

6/15/08

8/7/08

12/15/08

2

* Includes hospitals, office-based physicians, and home care, institutional, and HMO providers.

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3.5 Data Collection Results

3.5.1 Response Rates

Table 3-3 summarizes the provider-level results of the MPC data collection for data years 2005 to 2007. The response rate for the providers in the hospital component increased slightly from 2006 (94.1%) to 2007 (94.4%). The 2007 response rate for OBDs was also higher than the previous year at 87.5 percent vs. 86.9 percent. It should be noted that the response rate for SBD providers was the highest of any previous data collection year at 87.4 percent.

Table 3-3. Provider-level response rates, for events in calendar years 2005-2007

Provider

Initial
sample

Initial
sample after
subsampling

Final
eligible
sample

Response
rate

Refusal
rate

Other
nonresponse
rate

2005 Providers Hospitals

7,461

6,059

5,600

0.931

0.026

0.043

2005 Providers Office-based providers

26,972

18,933

16,898

0.859

0.086

0.055

2005 Providers HMOs

422

301

241

0.963

0.012

0.025

2005 Providers Home care providers

606

593

539

0.810

0.111

0.080

2005 Providers Institutions

121

116

108

0.963

0.009

0.028

2005 Providers SBDs

19,810

19,810

12,971

0.846

0.075

0.077

2005 Providers Pharmacies

8,404

8,404

7,568

0.787

0.167

0.046

2005 Providers Total
 

63,796

54,216

43,925

 

 

 

2006 Providers Hospitals

7,447

5,884

5,484

0.941

0.022

0.037

2006 Providers Office-based providers

27,620

13,473

12,062

0.869

0.074

0.057

2006 Providers HMOs

333

284

238

0.920

0.042

0.038

2006 Providers Home care providers

655

648

602

0.856

0.080

0.065

2006 Providers Institutions

80

80

78

0.808

0.115

0.077

2006 Providers SBDs

21,126

21,126

13,013

0.823

0.111

0.066

2006 Providers Pharmacies

8,471

8,471

7,489

0.799

0.149

0.052

2006 Providers Total
 

65,731

49,966

38,966

 

 

 

2007 Providers Hospitals

7,110

5,708

5,328

0.944

0.023

0.033

2007 Providers Office-based providers

25,052

15,273

13,492

0.875

0.077

0.048

2007 Providers HMOs

501

316

247

0.923

0.036

0.041

2007 Providers Home care providers

534

516

464

0.883

0.060

0.057

2007 Providers Institutions

76

75

72

0.930

0.042

0.028

2007 Providers SBDs

19,435

19,435

12,410

0.874

0.072

0.054

2007 Providers Pharmacies

8,619

8,619

7,760

0.797

0.165

0.038

2007 Providers Total

61,327

49,942

39,773

     

Table 3-4 below summarizes the results at the patient-provider pair level. For each event type, the tables show sample size and rates for response, refusals, and other nonresponse.

Table 3-4. Pair-level response rates, for events in calendar years 2005-2007

Patient-provider pair

Initial
sample

Initial
sample after
subsampling

Final
eligible
sample

Response
rate

Refusal
rate

Other
nonresponse
rate

2005 Pairs Hospitals

12,933

12,601

11,279

0.923

0.036

0.041

2005 Pairs Office-based providers

33,854

24,517

21,821

0.852

0.094

0.054

2005 Pairs HMOs

804

685

514

0.955

0.014

0.031

2005 Pairs Home care providers

689

689

619

0.816

0.113

0.071

2005 Pairs Institutions

123

123

113

0.965

0.009

0.027

2005 Pairs SBDs

28,930

28,930

18,720

0.824

0.114

0.063

2005 Pairs Pharmacies

21,077

21,077

18,159

0.711

0.214

0.075

2005 Pairs Total
 

98,410

91,976

74,227

 

 

 

2006 Pairs Hospitals

13,071

11,911

10,830

0.934

0.031

0.035

2006 Pairs Office-based providers

37,576

17,139

15,274

0.861

0.082

0.056

2006 Pairs HMOs

694

594

476

0.903

0.059

0.038

2006 Pairs Home care providers

719

719

661

0.847

0.082

0.071

2006 Pairs Institutions

80

80

78

0.808

0.115

0.077

2006 Pairs SBDs

31,058

31,058

18,699

0.807

0.144

0.049

2006 Pairs Pharmacies

20,990

20,990

17,418

0.734

0.196

0.070

2006 Pairs Total
 

104,288

81,591

74,227

 

 

 

2007 Pairs Hospitals

11,220

10,646

9,611

0.929

0.032

0.039

2007 Pairs Office-based providers

30,812

19,021

16,713

0.870

0.083

0.047

2007 Pairs HMOs

852

621

459

0.919

0.046

0.035

2007 Pairs Home care providers

574

572

513

0.887

0.057

0.056

2007 Pairs Institutions

78

78

75

0.933

0.040

0.027

2007 Pairs SBDs

26,407

26,407

16,660

0.864

0.046

0.090

2007 Pairs Pharmacies

19,052

19,052

16,313

0.737

0.217

0.046

2007 Pairs Total

88,995

76,397

60,344

     

During the first 2 years of MPC operations, the progress of SBD data collection was tracked at the provider and patient-provider pair levels, the same as for other provider types. Beginning in 1998, SBDs were also tracked at the "node" level, that is, in terms of each SBD reported for each event identified in the hospital data collection. Table 3-5 summarizes the node-level data collection results for 1998 to 2007. The sample losses occurring with the SBD data collection are reflected as the "eligibility rate" in this table.

Table 3-5. SBD node-level response, 1998-2007

 

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

Total nodes

26,421

30,994

33,354

59,910

64,837

56,353

62,131

62,861

74,247

59,862

Out of scope

10,111

13,811

16,816

30,121

30,463

26,107

30,073

30,181

38,087

31,209

Net eligible

16,310

17,183

16,538

29,789

34,374

30,246

32,058

32,680

36,160

28,653

Complete

12,368

12,571

12,691

21,204

23,067

22,274

24,661

25,020

26,491

23,088

Nonresponse

3,942

4,612

3,847

8,585

11,307

7,972

7,397

7,660

9,669

5,520

Eligibility rate

0.617

0.554

0.496

0.497

0.53

0.537

0.516

0.520

0.487

0.505

Completion rate

0.758

0.732

0.767

0.712

0.671

0.736

0.769

0.766

0.733

0.810

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3.5.2 Refusal Rates

Tables 3-6 and 3-7 provide additional information on the refusal component of nonresponse for 2005 through 2007. The units reported in these two tables are "provider-waves," the units used to track providers in the telephone operational management system. A provider reported by patients in both waves of a year’s sample is represented twice in these tallies.

Table 3-6 shows the proportion of cases "ever coded a refusal" and the final disposition of cases after conversion. The percentage of "ever coded a refusal" cases over the 3 years represented in the table is fairly consistent with previous years. The conversion rates (the last column in Table 3-6) shows that fully three-fourths of hospital medical records and patient accounts cases initially coded as a refusal were successfully converted. Thirty-three percent of SBD cases ever coded a refusal were successfully converted, an increase of 4.6% from last year. The conversion rate for OBD and pharmacies was slightly lower than in previous years, however, the percent of these cases that were initially coded a refusal was also lower than in previous years.

As illustrated in Table 3-7, overall, the reasons for final refusals during 2007 data collection are very similar to those cited during 2006 data collection.

Table 3-6. Refusal conversion outcomes: Final disposition of cases coded as refusals during MPC data collection, 2005-2007*

 

Initial
sample
(N)

Ever
coded
refusal
N

Ever
coded
refusal
Percent
of initial
sample

Final
disposition
of refusals
Out of
scope
N

Final
disposition
of refusals
Out of
scope
Percent of
refusals

Final
disposition
of refusals
Final
refusal
N

Final
disposition
of refusals
Final
refusal
Percent of
refusals

Final
disposition
of refusals
Other
nonresponse
N

Final
disposition
of refusals
Other
nonresponse
Percent of
refusals

Final
disposition
of refusals
Complete
N

Final
disposition
of refusals
Complete
Percent of
refusals

2005 Hospital--medical records

8,380

1,026

12.2

80

7.8

240

23.4

45

4.4

661

64.4

2005 Hospital--patient accounts

8,380

1,040

12.4

59

5.7

240

23.1

14

1.3

727

69.9

2005 Hospital--admin offices

8,380

365

4.4

66

18.1

240

65.8

5

1.4

54

14.8

2005 Office-based providers

19,936

3,332

16.7

189

5.7

1,554

46.6

84

2.5

1,505

45.2

2005 Pharmacies

9,983

2,004

20.1

54

2.7

1,602

79.9

19

0.9

329

16.4

2005 SBDs
 

21,292

3,476

16.3

655

18.8

1,317

37.9

34

1.0

1,470

42.3

2006 Hospital--medical records

8,041

944

11.7

60

6.4

209

22.1

18

1.9

657

69.6

2006 Hospital--patient accounts

8,041

1,123

14.0

47

4.2

208

18.5

15

1.3

853

76.0

2006 Hospital--admin offices

8,041

266

3.3

32

12.0

199

74.8

2

0.8

33

12.4

2006 Office-based providers

14,058

2,565

18.2

148

5.8

948

37.0

57

2.2

1,412

55.0

2006 Pharmacies

10,917

1,929

17.7

73

3.8

1,509

78.2

31

1.6

316

16.4

2006 SBDs
 

23,399

3,602

15.4

771

21.4

1,785

49.6

9

0.2

1,037

28.8

2007 Hospital--medical records

7,738

1,008

13.0

59

5.8

178

17.6

27

2.7

744

73.8

2007 Hospital--patient accounts

7,738

1,223

15.8

79

6.5

179

14.6

21

1.7

944

77.2

2007 Hospital--admin offices

7,738

204

2.6

15

7.3

176

86.3

0

0

13

6.4

2007 Office-based providers

15,943

2,743

17.2

161

5.9

1095

39.9

63

2.3

1424

51.9

2007 Pharmacies

9,767

1,442

14.8

20

1.4

1337

92.7

3

0.0

82

5.7

2007 SBDs

21,172

2,607

12.3

551

21.1

1,167

44.8

17

0.7

872

33.4

*Cell entries represent "provider-waves," the units used to monitor telephone data collection operations. A provider is counted in each wave of fielded cases in which it appears.

**The denominator for "ever coded a refusal" includes provider wave cases ever coded an interim refusal (2* or 3*) or a final refusal (H* or R*) without being coded an interim refusal.

***Less than 1 percent.

Table 3-7. Reasons for final refusal, 2006 and 2007*

 

2006
Hospitals

2006
OBDs

2006
Pharmacies

2006
SBDs

2006
Total

2007
Hospitals

2007
OBDs

2007
Pharmacies

2007
SBDs

2007
Total

Final refusal

209

948

1509

1785

4451

178

1095

1337

1167

3777

Refusal N

122

704

1341

1296

3463

113

815

1299

855

3082

Refusal %

58.4

74.3

88.9

72.6

77.8

63.5

74.4

97.2

73.3

81.6

HIPAA refusal N

2

4

21

5

32

1

3

15

14

33

HIPAA refusal %

1.0

***

1.4

***

***

***

***

1.1

1.2

0.8

Provider will not accept authorization N

44

86

110

281

521

38

137

20

119

314

Provider will not accept authorization %

21.1

9.1

7.3

15.7

11.7

21.3

12.5

1.5

10.2

8.3

Respondent revoked authorization N

24

81

25

23

153

10

74

0

14

98

Respondent revoked authorization %

11.5

8.5

1.7

1.3

3.4

5.6

6.8

0

1.2

2.6

Records archived and resp refuses to retrieve N

1

21

7

19

48

4

2

0

3

9

Records archived and resp refuses to retrieve %

***

2.2

***

1.1

1.1

2.2

***

0

***

0.2

Records purged from system N

13

47

3

124

187

9

52

1

126

188

Records purged from system %

6.2

5.0

0.2

6.9

4.2

5.1

4.7

***

10.8

4.9

System conversion N

3

5

2

37

47

3

12

2

36

53

System conversion %

1.4

0.5

0.1

2.1

1.1

1.7

1.1

***

3.1

1.4

Other refusal N

0

0

0

0

0

0

0

0

0

0

Other refusal %

0

0

0

0

0

0

0

0

0

0

* Cell entries represent "provider-waves," the units used to monitor telephone data collection operations. A provider is counted in each wave of fielded cases in which it appears.

***Less than 1 percent

Figures 3-1 through 3-4 provide a graphic summary of major components of the MEPS MPC data collection over the survey’s history. Data elements highlighted in the graphs are at the provider level. The figures show response over time for hospitals (Figure 3-1), office-based providers (Figure 3-2), SBDs (Figure 3-3), and pharmacies (Figure 3-4). The lines on each figure indicate the

  • Sample size, as a proportion of the sample fielded in 2002,

  • Sample eligibility rate,

  • Final completion rate, and

  • Final refusal rate.

In general, the figures show relatively little fluctuation from year to year in eligibility rates, final completion rates, and final refusal rates despite some very noticeable changes in sample size.

The hospital sample essentially doubled from the 1998-2000 level to a peak in 2002, then dropped in 2003 and has declined slightly each year since. The sample loss rate has been consistent over the years while the completion rate continues to increase moderately each year.

Though there is more fluctuation in the OBD sample than other components as a result of subsampling, there is consistency across the years in the rates of sample loss, completion and refusals.

Figure 3-1. Hospital providers: Response factors over time

This figure shows response rates over time for hospital providers. The lines on the figure indicate: sample size, as a proportion of the sample fielded in 2002; sample loss (or eligibility) rate; final completion rate; and final refusal rate. In general, there is relatively little fluctuation from year to year in eligibility rates, final completion rates, and final refusal rates despite some very noticeable changes in sample size. As shown, the hospital sample essentially doubled from the 1998-2000 level to a peak in 2002 then dropped moderately in 2003 and has declined slightly each year since. Even with this variation the sample loss rate has been relatively consistent at less than 10 percent, the refusal rate at less than 5 percent, and the completion rate at just over 90 percent.


Figure 3-2. Office-based providers: Response factors over time

This figure shows response rates for office-based providers (OBD). The lines on the figure indicate: sample size, as a proportion of the sample fielded in 2002; sample loss (or eligibility) rate; final completion rate; and final refusal rate. In general, there is relatively little fluctuation from year to year in eligibility rates, final completion rates, and final refusal rates. The size of the OBD sample, however, has swung widely over the years largely reflecting the subsampling plan, yet the completion rate has been consistently in the high 80 percent range and the refusal rate at less than 10 percent. Since 1998 the sample loss has been around 10 percent.


Figure 3-3. SBDs: Response factors over time

This figure shows response rates over time for separately billing providers (SBDs). The lines on the figure indicate: sample size, as a proportion of the sample fielded in 2002; sample loss (or eligibility) rate; final completion rate; and final refusal rate. The size of the SBD sample, like the OBD sample, has fluctuated over the years. Nonetheless, the completion rate has remained between 85 and 90 percent, the sample loss rate between 30 and 40 percent, and the refusal rate at less than 10 percent.


Figure 3-4. Pharmacy providers: Response factors over time

This figure shows response rates over time for the pharmacy sample. The lines on the figure indicate: sample size, as a proportion of the sample fielded in 2002; sample loss (or eligibility) rate; final completion rate; and final refusal rate. Like the hospital sample, the pharmacy sample doubled in 2002 then dropped moderately in 2003 and has remained somewhat stable since. The completion rate for pharmacies has been around 80 percent and the refusal and sample loss rates between 10 and 20 percent.

Return To Table Of Contents

3.5.3 Timing

The hours per completed MPC provider-pair shown in Table 3-8 include both interviewing and abstracting hours.

Table 3-8. Hours per completed MPC patient-provider pair, 2005-2007

Year

Provider type
Hospital

Provider type
Office-based

Provider type
Home care

Provider type
Pharmacy

Provider type
SBD

2005

7.62

2.62

5.37

0.41

3.11

2006

8.41

3.33

6.53

0.56

3.56

2007

8.01

3.08

6.80

0.51

3.33

Return To Table Of Contents

 

Appendix A

MPC Data Collection

Summary Tables 1996-2007

Table A-1. MPC sample sizes, provider level, 1996-2007

 

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

Hospital, Initial sample

3,301

6,045

4,844

3,520

3,760

6,801

8,811

7,806

7,567

7,461

7,447

7,110

Hospital, Sample after subsampling

n/a

4,065

3,468

n/a

3,760

5,616

6,780

6,023

6,094

6,059

5,884

5,708

Hospital, Final in-scope sample

3,330

4,163

3,247

3,284

3,467

5,201

6,325

5,580

5,671

5,600

5,484

5,328

HMO, Initial sample

296

396

228

247

118

476

559

607

420

422

333

501

HMO, Sample after subsampling

n/a

350

171

n/a

118

334

290

280

300

301

284

316

HMO, Final in-scope sample

628

467

155

225

113

287

256

218

250

241

238

247

Institution, Initial sample

59

81

63

52

63

83

114

81

92

121

80

76

Institution, Sample after subsampling

n/a

80

69

n/a

63

82

110

81

92

116

80

75

Institution, Final in-scope sample

50

75

65

45

60

76

103

73

89

108

78

72

Home care, Initial sample

415

674

456

393

319

520

631

588

568

606

655

534

Home care, Sample after subsampling

n/a

653

420

n/a

319

509

611

586

556

593

648

516

Home care, Final in-scope sample

375

579

384

293

281

436

537

527

509

539

602

464

Office-based physician, Initial sample

10,118

14,646

10,483

9,202

12,962

26,344

32,889

28,946

27,617

26,972

27,620

25,052

Office-based physician, Sample after subsampling

n/a

9,663

8,403

n/a

12,962

20,651

15,222

15,361

20,212

18,933

13,473

15,273

Office-based physician, Final in-scope sample

7,758

7,047

7,356

8,076

11,167

18,078

13,652

13,808

18,069

16,898

12,062

13,492

SBD, Initial sample

10,323

14,730

10,711

10,680

11,144

20,644

21,385

18,613

20,094

19,810

21,126

19,435

SBD, Sample after subsampling

n/a

7,365

10,711

n/a

11,144

20,644

21,385

18,613

20,094

19,810

21,126

19,435

SBD, Final in-scope sample

8,705

5,297

7,704

7,288

7,026

12,891

13,976

12,154

13,225

12,971

13,013

12,410

Pharmacy, Initial sample

6,109

8,547

5,734

5,703

5,762

9,118

10,200

8,882

8,608

8,404

8,471

8,619

Pharmacy, Sample after subsampling

n/a

8,547

5,734

n/a

5,762

9,118

10,200

8,882

8,608

8,404

8,471

8,619

Pharmacy, Final in-scope sample

5,321

7,335

5,168

5,058

5,152

8,141

9,268

8,101

7,663

7,568

7,489

7,760

Return To Table Of Contents

Table A-2. MPC sample sizes, pair level, 1996-2007

 

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

Hospital, Initial sample

6,729

11,694

7,922

6,712

7,849

11,798

16,481

13,876

13,175

12,933

13,071

11,220

Hospital, Sample after subsampling

n/a

8,192

6,434

n/a

7,849

11,377

14,477

13,094

12,772

12,601

11,911

10,646

Hospital, Final in-scope sample

6,570

7,938

5,825

6,163

7,016

10,155

12,805

11,532

11,589

11,279

10,830

9,611

HMO, Initial sample

534

809

436

555

382

965

1,134

939

791

804

694

852

HMO, Sample after subsampling

n/a

n/a

n/a

n/a

382

791

567

625

665

685

594

621

HMO, Final in-scope sample

924

911

346

472

324

637

477

466

514

514

476

459

Institution, Initial sample

63

85

64

53

66

86

116

86

94

123

80

78

Institution, Sample after subsampling

n/a

85

70

n/a

66

86

115

85

94

123

80

78

Institution, Final in-scope sample

53

80

65

45

63

79

107

77

90

113

78

75

Home care, Initial sample

461

750

520

394

367

607

713

652

610

689

719

574

Home care, Sample after subsampling

n/a

750

491

n/a

367

601

682

641

610

689

719

572

Home care, Final in-scope sample

385

662

445

340

317

471

606

579

555

619

661

513

Office-based physician, Initial sample

13,681

19,157

12,641

11,974

17,407

33,518

42,327

36,804

34,611

33,854

37,576

30,812

Office-based physician, Sample after subsampling

n/a

12,635

10,747

n/a

17,407

26,886

19,309

19,731

26,392

24,517

17,139

19,021

Office-based physician, Final in-scope sample

10,251

9,632

9,334

10,409

14,935

23,376

17,198

17,692

23,446

21,821

15,274

16,713

SBD, Initial sample

12,488

17,394

13,658

14,906

15,955

28,905

30,780

26,965

29,271

28,930

31,058

26,407

SBD, Sample after subsampling

n/a

8,697

13,658

n/a

15,955

28,905

30,780

26,965

29,271

28,930

31,058

26,407

SBD, Final in-scope sample

9,187

6,301

9,691

10,100

9,893

17,529

19,977

17,566

18,694

18,720

18,699

16,660

Pharmacy, Initial sample

14,531

20,248

12,321

13,183

14,847

22,165

26,046

22,438

21,720

21,077

20,990

19,052

Pharmacy, Sample after subsampling

n/a

n/a

n/a

n/a

14,847

22,165

26,046

22,438

21,720

21,077

20,990

19,052

Pharmacy, Final in-scope sample

12,146

16,241

10,386

11,317

12,728

19,256

23,057

19,649

18,571

18,159

17,418

16,313

Return To Table Of Contents

Table A-3. MPC schedule milestones, 1996-2007

Target year

Provider type

Begin MPC
first wave

End household
data collection,
Round 3/5

Begin MPC
last wave

End MPC

Number of
waves fielded

1996

Hospital, etc.*

1/97

7/97

10/97

1/98

22

1996

SBD

5/97

7/97

4/98

6/98

6

1996

Pharmacy

8/97

7/97

11/97

6/98

10

1997

Hospital, etc.*

6/98

7/98

10/98

2/99

4

1997

SBD

2/99

7/98

4/99

7/99

4

1997

Pharmacy

9/98

7/98

12/98

7/99

3

1998

Hospital, etc.*

6/99

8/99

10/99

1/00

3

1998

SBD

1/00

8/99

4/00

7/00

3

1998

Pharmacy

10/99

8/99

n/a

4/00

1

1999

Hospital, etc.*

5/00

8/00

10/00

1/01

2

1999

SBD

1/01

8/00

5/01

6/01

3

1999

Pharmacy

11/00

8/00

n/a

6/01

1

2000

Hospital, etc.*

5/01

6/01

9/01

12/01

2

2000

SBD

1/02

6/01

3/02

4/02

3

2000

Pharmacy

9/01

6/01

n/a

1/02

1

2001

Hospital, etc.*

4/02

6/02

8/02

12/02

2

2001

SBD

1/03

6/02

3/03

5/03

3

2001

Pharmacy

8/02

6/02

n/a

12/02

1

2002

Hospital, etc.*

3/03

6/03

8/03

12/03

2

2002

SBD

1/04

6/03

3/04

4/04

2002

Pharmacy

6/03

6/03

8/03

1/04

2

2003

Hospital, etc.*

3/04

6/04

8/04

12/04

2

2003

SBD

11/04

6/05

2/05

4/05

3

2003

Pharmacy

6/04

6/04

8/04

1/05

2

2004

Hospital, etc.*

2/05

6/05

8/05

12/05

2

2004

SBD

11/05

6/05

2/06

4/06

3

2004

Pharmacy

5/05

6/05

8/05

1/06

2

2005

Hospital, etc.*

2/06

6/06

7/06

12/06

2

2005

SBD

11/06

6/06

2/07

4/07

3

2005

Pharmacy

5/06

6/06

8/06

1/07

3

2006

Hospital, etc.*

2/07

6/07

8/07

12/07

3

2006

SBD

11/07

6/07

3/08

4/08

5

2006

Pharmacy

5/07

6/07

8/07

1/08

3

2007

Hospital, etc.*

2/08

6/08

8/08

12/08

3

2007

SBD

10/08

6/08

2/09

4/09

6

2007

Pharmacy

6/08

6/08

8/08

12/08

2

* Includes office-based, home care, and institutional providers and health maintenance organizations.

Return To Table Of Contents

Table A-4. MPC data collection results, provider level, 1996-2007

 

Initial
sample

Initial
sample after
subsampling

Final
eligible
sample

Response
rate

Refusal
rate

Other
nonresponse
rate

1996 Providers, Hospitals

3,301

3,301

3,224

0.951

0.021

0.028

1996 Providers, Office-based providers

10,118

10,118

7,530

0.881

0.069

0.051

1996 Providers, HMOs

296

296

601

0.805

0.085

0.110

1996 Providers, Home care providers

415

415

353

0.875

0.062

0.062

1996 Providers, Institutions

59

59

50

0.960

0.040

0.000

1996 Providers, SBDs

10,323

10,323

7,223

0.949

0.042

0.009

1996 Providers, Pharmacies

6,109

6,109

5,321

0.722

0.061

0.217

1996 Providers, Total

30,621

30,621

24,302

     

1997 Providers, Hospitals

4,768

4,065

4,163

0.894

0.058

0.048

1997 Providers, Office-based providers

10,095

9,666

7,047

0.871

0.053

0.069

1997 Providers, HMOs

350

350

467

0.717

0.090

0.193

1997 Providers, Home care providers

653

653

579

0.834

0.090

0.076

1997 Providers, Institutions

80

80

75

0.827

0.107

0.067

1997 Providers, SBDs

14,730

14,730

5,026

0.885

0.104

0.012

1997 Providers, Pharmacies

8,574

8,574

7,335

0.700

0.068

0.232

1997 Providers, Total

39,250

38,115

24,692

     

1998 Providers, Hospitals

3,468

3,468

3,247

0.939

0.025

0.037

1998 Providers, Office-based providers

10,483

8,403

7,356

0.861

0.043

0.096

1998 Providers, HMOs

228

171

155

0.871

0.103

0.026

1998 Providers, Home care providers

456

420

384

0.820

0.089

0.091

1998 Providers, Institutions

63

69

65

0.754

0.169

0.077

1998 Providers, SBDs

10,711

10,711

7,707

0.862

0.063

0.075

1998 Providers, Pharmacies

5,734

5,734

5,167

0.838

0.084

0.079

1998 Providers, Total

31,143

28,976

24,081

     

1999 Providers, Hospitals

3,520

3,520

3,282

0.926

0.036

0.037

1999 Providers, Office-based providers

9,202

9,202

8,075

0.888

0.053

0.058

1999 Providers, HMOs

247

247

225

0.876

0.080

0.044

1999 Providers, Home care providers

338

338

293

0.840

0.082

0.078

1999 Providers, Institutions

52

52

44

0.773

0.182

0.045

1999 Providers, SBDs

10,680

10,680

7,289

0.842

0.061

0.097

1999 Providers, Pharmacies

5,703

5,703

5,058

0.822

0.079

0.099

1999 Providers, Total

29,742

29,742

24,266

     

2000 Providers, Hospitals

3,760

3,760

3,467

0.910

0.037

0.054

2000 Providers, Office-based providers

12,962

12,962

11,167

0.864

0.071

0.065

2000 Providers, HMOs

118

118

113

0.929

0.035

0.035

2000 Providers, Home care providers

319

319

281

0.858

0.068

0.075

2000 Providers, Institutions

63

63

60

0.850

0.067

0.083

2000 Providers, SBDs

11,144

11,144

7,026

0.840

0.065

0.094

2000 Providers, Pharmacies

5,762

5,762

5,152

0.820

0.078

0.102

2000 Providers, Total

34,128

34,128

27,266

     

2001 Providers, Hospitals

6,801

5,616

5,201

0.912

0.038

0.050

2001 Providers, Office-based providers

26,344

20,651

18,078

0.850

0.069

0.081

2001 Providers, HMOs

476

334

287

0.899

0.021

0.066

2001 Providers, Home care providers

520

509

436

0.851

0.060

0.046

2001 Providers, Institutions

83

82

76

0.934

0.079

0.000

2001 Providers, SBDs

20,644

20,644

12,891

0.795

0.094

0.111

2001 Providers, Pharmacies

9,118

9,118

8,141

0.761

0.113

0.126

2001 Providers, Total

63,986

59,197

45,163

     

2002 Providers, Hospitals

8,811

6,780

6,325

0.900

0.048

0.045

2002 Providers, Office-based providers

32,889

15,222

13,652

0.837

0.097

0.066

2002 Providers, HMOs

559

290

256

0.899

0.055

0.047

2002 Providers, Home care providers

631

611

537

0.823

0.093

0.084

2002 Providers, Institutions

114

110

103

0.913

0.058

0.029

2002 Providers, SBDs

21,385

21,385

13,976

0.773

0.121

0.106

2002 Providers, Pharmacies

10,200

10,200

9,268

0.790

0.122

0.088

2002 Providers, Total

74,589

54,588

44,117

     

2003 Providers, Hospitals

7,806

6,023

5,580

0.898

0.047

0.055

2003 Providers, Office-based providers

28,946

15,361

13,808

0.835

0.095

0.070

2003 Providers, HMOs

506

280

218

0.876

0.032

0.092

2003 Providers, Home care providers

607

586

527

0.850

0.068

0.082

2003 Providers, Institutions

83

81

73

0.945

0.027

0.027

2003 Providers, SBDs

18,613

18,613

12,154

0.828

0.104

0.068

2003 Providers, Pharmacies

8,882

8,882

8,101

0.729

0.200

0.106

2003 Providers, Total

65,443

49826

40,461

     

2004 Providers, Hospitals

7,567

6,094

5,671

0.92

0.027

0.053

2004 Providers, Office-based providers

27,617

20,202

18,069

0.864

0.076

0.060

2004 Providers, HMOs

420

300

250

0.892

0.056

0.052

2004 Providers, Home care providers

568

556

509

0.809

0.108

0.083

2004 Providers, Institutions

93

92

89

0.91

0.056

0.034

2004 Providers, SBDs

20,094

20,094

13,225

0.84

0.076

0.084

2004 Providers, Pharmacies

8,608

8,608

7,663

0.794

0.159

0.047

2004 Providers, Total

64,967

55,596

45,476

     

2005 Providers, Hospitals

7,461

6,059

5,600

0.931

0.026

0.043

2005 Providers, Office-based providers

26,972

18,933

16,898

0.859

0.086

0.055

2005 Providers, HMOs

422

301

241

0.963

0.012

0.025

2005 Providers, Home care providers

606

593

539

0.81

0.111

0.080

2005 Providers, Institutions

121

116

108

0.963

0.009

0.028

2005 Providers, SBDs

19,810

19,810

12,971

0.846

0.075

0.077

2005 Providers, Pharmacies

8,404

8,404

7,568

0.787

0.167

0.046

2005 Providers, Total

63,796

54,216

43,925

     

2006 Providers, Hospitals

7,447

5,884

5,484

0.941

0.022

0.037

2006 Providers, Office-based providers

27,620

13,473

12,062

0.869

0.074

0.057

2006 Providers, HMOs

333

284

238

0.92

0.042

0.038

2006 Providers, Home care providers

655

648

602

0.856

0.08

0.065

2006 Providers, Institutions

80

80

78

0.808

0.115

0.077

2006 Providers, SBDs

21,126

21,126

13,013

0.823

0.111

0.066

2006 Providers, Pharmacies

8,471

8,471

7,489

0.799

0.149

0.052

2006 Providers, Total

65,732

49,966

38,966

     

2007 Providers, Hospitals

7,110

5,708

5,328

0.944

0.023

0.033

2007 Providers, Office-based providers

25,052

15,273

13,492

0.875

0.077

0.048

2007 Providers, HMOs

501

316

247

0.923

0.036

0.041

2007 Providers, Home care providers

534

516

464

0.883

0.060

0.057

2007 Providers, Institutions

76

76

72

0.930

0.042

0.028

2007 Providers, SBDs

19,435

19,435

12,410

0.874

0.072

0.054

2007 Providers, Pharmacies

8,619

8,619

7,760

0.797

0.165

0.038

2007 Providers, Total

61,327

49,943

39,773

     

Return To Table Of Contents

Table A-5. MPC data collection results, patient-provider pair level, 1996-2007

 

Initial
sample

Initial
sample after
subsampling

Final
eligible
sample

Response
rate

Refusal
rate

Other
nonresponse
rate

1996 Pairs, Hospitals

6,729

6,729

6,570

0.932

0.038

0.030

1996 Pairs, Office-based providers

13,681

13,681

10,251

0.865

0.079

0.056

1996 Pairs, HMOs

534

534

924

0.803

0.105

0.092

1996 Pairs, Home care providers

461

461

385

0.875

0.057

0.068

1996 Pairs, Institutions

63

63

53

0.943

0.057

0.000

1996 Pairs, SBDs

12,488

12,488

8,689

0.937

0.056

0.007

1996 Pairs, Pharmacies

14,531

14,531

12,146

0.671

   

1996 Pairs, Total

48,487

48,487

39,018

     

1997 Pairs, Hospitals

11,694

8,192

7,938

0.874

0.070

0.056

1997 Pairs, Office-based providers

19,157

12,635

10,062

0.862

0.062

0.076

1997 Pairs, HMOs

809

809

911

0.626

0.156

0.218

1997 Pairs, Home care providers

750

750

662

0.823

0.095

0.082

1997 Pairs, Institutions

85

85

80

0.825

0.113

0.063

1997 Pairs, SBDs

17,397

8,697

5,964

0.865

0.123

0.013

1997 Pairs, Pharmacies

20,248

20,248

16,241

0.672

0.075

0.253

1997 Pairs, Total

70,140

51,416

41,858

     

1998 Pairs, Hospitals

7,922

6,434

5,824

0.925

0.031

0.044

1998 Pairs, Office-based providers

12,641

10,747

9,334

0.852

0.050

0.098

1998 Pairs, HMOs

436

436

346

0.832

0.133

0.035

1998 Pairs, Home care providers

520

491

445

0.825

0.085

0.090

1998 Pairs, Institutions

64

70

65

0.754

0.169

0.077

1998 Pairs, SBDs

13,658

13,658

9,687

0.836

0.084

0.080

1998 Pairs, Pharmacies

12,321

12,321

10,388

0.793

0.116

0.091

1998 Pairs, Total

47,562

44,157

36,089

     

1999 Pairs, Hospitals

6,712

6,712

6,160

0.909

0.053

0.039

1999 Pairs, Office-based providers

11,974

11,974

10,409

0.879

0.061

0.060

1999 Pairs, HMOs

555

555

472

0.886

0.068

0.047

1999 Pairs, Home care providers

394

394

340

0.818

0.088

0.094

1999 Pairs, Institutions

53

53

45

0.756

0.200

0.044

1999 Pairs, SBDs

14,907

14,907

10,101

0.808

0.091

0.100

1999 Pairs, Pharmacies

13,183

13,183

11,317

0.788

0.099

0.113

1999 Pairs, Total

47,778

47,778

38,844

     

2000 Pairs, Hospitals

7,849

7,849

7,016

0.891

0.056

0.053

2000 Pairs, Office-based providers

17,407

17,407

14,935

0.854

0.079

0.067

2000 Pairs, HMOs

382

382

324

0.873

0.059

0.068

2000 Pairs, Home care providers

367

367

317

0.864

0.063

0.073

2000 Pairs, Institutions

66

66

63

0.825

0.095

0.079

2000 Pairs, SBDs

15,955

15,955

9,893

0.823

0.094

0.084

2000 Pairs, Pharmacies

14,847

14,847

12,728

0.768

0.105

0.127

2000 Pairs, Total

56,873

56,873

45,276

     

2001 Pairs, Hospitals

11,798

11,377

10,155

0.899

0.023

0.051

2001 Pairs, Office-based providers

33,518

26,886

23,376

0.843

0.077

0.081

2001 Pairs, HMOs

965

791

637

0.878

0.028

0.094

2001 Pairs, Home care providers

607

601

471

0.847

0.064

0.089

2001 Pairs, Institutions

86

86

79

0.937

0.051

0.013

2001 Pairs, SBDs

28,905

28,905

17,529

0.778

0.127

0.095

2001 Pairs, Pharmacies

22,165

22,165

19,256

0.703

0.144

0.153

2001 Pairs, Total

98,044

90,811

71,503

     

2002 Pairs, Hospitals

16,481

14,477

12,805

0.895

0.061

0.045

2002 Pairs, Office-based providers

42,327

19,309

17,198

0.832

0.104

0.065

2002 Pairs, HMOs

1,134

567

477

0.870

0.052

0.078

2002 Pairs, Home care providers

713

682

606

0.820

0.100

0.081

2002 Pairs, Institutions

116

115

107

0.907

0.056

0.037

2002 Pairs, SBDs

30,780

30,780

19,977

0.745

0.160

0.095

2002 Pairs, Pharmacies

26,046

26,046

23,057

0.734

0.156

0.110

2002 Pairs, Total

117,597

91,976

       

2003 Pairs, Hospitals

13,876

13,094

11,532

0.895

0.052

0.054

2003 Pairs, Office-based providers

36,804

19,731

17,692

0.828

0.103

0.070

2003 Pairs, HMOs

939

625

466

0.852

0.054

0.094

2003 Pairs, Home care providers

652

641

579

0.853

0.067

0.079

2003 Pairs, Institutions

86

85

77

0.948

0.026

0.026

2003 Pairs, SBDs

26,965

26,965

17,566

0.804

0.152

0.045

2003 Pairs, Pharmacies

22,438

22,438

19,649

0.671

0.251

0.078

2003 Pairs, Total

101,760

83,579

67,561

     

2004 Pairs, Hospitals

13,175

12,772

11,589

0.922

0.028

0.05

2004 Pairs, Office-based providers

34,611

26,392

23,446

0.858

0.084

0.058

2004 Pairs, HMOs

791

665

514

0.813

0.088

0.099

2004 Pairs, Home care providers

610

610

555

0.805

0.115

0.080

2004 Pairs, Institutions

94

94

90

0.911

0.056

0.033

2004 Pairs, SBDs

29,271

29,271

18,694

0.827

0.103

0.07

2004 Pairs, Pharmacies

21,720

21,720

18,571

0.715

0.214

0.071

2004 Pairs, Total

100,272

91,524

73,549

     

2005 Pairs, Hospitals

12,933

12,601

11,279

0.923

0.036

0.041

2005 Pairs, Office-based providers

33,854

24,517

21,821

0.852

0.094

0.054

2005 Pairs, HMOs

804

685

514

0.955

0.014

0.031

2005 Pairs, Home care providers

689

689

619

0.816

0.113

0.071

2005 Pairs, Institutions

123

123

113

0.965

0.009

0.027

2005 Pairs, SBDs

28,930

28,930

18,720

0.824

0.114

0.063

2005 Pairs, Pharmacies

21,077

21,077

18,159

0.711

0.214

0.075

2005 Pairs, Total

98,410

91,976

74,227

     

2006 Pairs, Hospitals

13,071

11,911

10,830

0.934

0.031

0.035

2006 Pairs, Office-based providers

37,576

17,139

15,274

0.861

0.082

0.056

2006 Pairs, HMOs

694

594

476

0.903

0.059

0.038

2006 Pairs, Home care providers

719

719

661

0.847

0.082

0.071

2006 Pairs, Institutions

80

80

78

0.808

0.115

0.077

2006 Pairs, SBDs

31,058

31,058

18,699

0.807

0.144

0.049

2006 Pairs, Pharmacies

20,990

20,990

17,418

0.734

0.196

0.07

2006 Pairs, Total

52,048

91,976

74,227

     

2007 Pairs, Hospitals

11,220

10,646

9,611

0.929

0.032

0.039

2007 Pairs, Office-based providers

30,812

19,021

16,713

0.870

0.083

0.047

2007 Pairs, HMOs

852

621

459

0.919

0.046

0.035

2007 Pairs, Home care providers

574

572

513

0.887

0.057

0.056

2007 Pairs, Institutions

78

78

75

0.933

0.040

0.027

2007 Pairs, SBDs

26,407

26,407

16,660

0.864

0.046

0.090

2007 Pairs, Pharmacies

19,052

19,052

16,313

0.737

0.217

0.046

2007 Pairs, Total

88,995

76,397

60,344

     

Return To Table Of Contents

Table A-6. Refusal conversion outcomes, 1998-2007*

 

Initial
sample
(N)

Ever
coded
refusal
N

Ever
coded
refusal
Percent
of initial
sample

Final
disposition
of refusals
Out of
scope
N

Final
disposition
of refusals
Out of
scope
Percent of
refusals

Final
disposition
of refusals
Final
refusal
N

Final
disposition
of refusals
Final
refusal
Percent of
refusals

Final
disposition
of refusals
Other
nonresponse
N

Final
disposition
of refusals
Other
nonresponse
Percent of
refusals

Final
disposition
of refusals
Complete
N

Final
disposition
of refusals
Complete
Percent of
refusals

1998 Hospitals—medical records

4,723

466

9.9

30

6.4

99

21.2

7

1.5

330

70.8

1998 Hospitals—patient accounts

4,723

142

3.0

2

1.4

11

7.7

1

0.7

128

90.1

1998 Hospitals—admin offices

4,723

n/a

n/a

n/a

n/a

n/a

n/a

n/a

n/a

n/a

n/a

1998 Office-based providers

8,701

775

8.9

54

7.0

245

31.6

44

5.7

432

55.7

1998 Pharmacies

6,450

97

1.5

2

2.1

46

47.4

2

2.1

47

48.5

1998 SBDs

11,394

1,477

13.0

203

13.7

585

39.6

63

4.3

626

42.4

1999 Hospitals—medical records

4,794

468

9.8

34

7.3

68

14.5

10

2.1

356

76.1

1999 Hospitals—patient accounts

4,794

146

3.0

2

1.4

16

11.0

1

0.7

127

87.0

1999 Hospitals—admin offices

4,794

19

0.4

0

-

3

15.8

0

0.0

16

84.2

1999 Office-based providers

9,586

1,041

10.9

41

3.9

356

34.2

41

3.9

603

57.9

1999 Pharmacies

5,703

239

4.2

10

4.2

144

60.3

13

5.4

72

30.1

1999 SBDs

11,555

641

5.5

102

15.9

259

40.4

27

4.2

253

39.5

2000 Hospitals—medical records

5,078

481

9.5

31

6.4

84

17.5

21

4.4

345

71.7

2000 Hospitals—patient accounts

5,078

203

4.0

13

6.4

17

8.4

9

4.4

164

80.8

2000 Hospitals—admin offices

5,078

72

1.4

10

13.9

15

20.8

2

2.8

45

62.5

2000 Office-based providers

13,723

1,300

9.5

78

6.0

544

41.8

58

4.5

620

47.7

2000 Pharmacies

5,762

523

9.1

18

3.4

306

58.5

21

4.0

178

34.0

2000 SBDs

11,889

1,074

9.0

177

16.5

454

42.3

92

8.6

351

32.7

2001 Hospitals—medical records

8,023

883

11.0

57

6.5

150

17.0

22

2.5

654

74.1

2001 Hospitals—patient accounts

8,023

272

3.4

8

2.9

22

8.1

8

2.9

234

86.0

2001 Hospitals—admin offices

8,023

45

0.6

1

2.2

8

17.8

2

4.4

34

75.6

2001 Office-based providers

21,438

2,708

12.6

177

6.5

980

36.2

125

4.6

1,426

52.7

2001 Pharmacies

9,118

762

8.4

26

3.4

529

69.4

19

2.5

188

24.7

2001 SBDs

22,234

2,299

10.3

335

14.5

1,188

51.7

101

4.4

675

29.4

2002 Hospitals—medical records

9,257

1,922

20.8

95

5.0

385

20.0

58

3.0

1,384

72.0

2002 Hospitals—patient accounts

9,257

946

10.2

31

3.3

204

21.5

16

1.7

695

73.5

2002 Hospitals—admin offices

9,257

216

2.3

18

8.3

122

56.5

3

1.4

73

33.8

2002 Office-based providers

15,954

3,360

21.1

187

5.6

1,421

42.3

119

3.5

1,633

48.6

2002 Pharmacies

11,689

1,710

14.6

78

4.6

830

48.5

101

5.9

701

41.0

2002 SBDs

23,068

3,311

14.4

443

13.4

1,958

59.1

48

1.4

862

26.0

2003 Hospitals—medical records

8,392

1,050

12.5

70

6.7

310

29.5

29

2.8

641

61.0

2003 Hospitals—patient accounts

8,392

754

8.9

26

3.4

179

23.7

8

1.1

541

71.8

2003 Hospitals—admin offices

8,392

184

2.2

7

3.0

115

62.5

1

0.05

61

33.2

2003 Office-based providers

16,116

2,556

15.9

107

4.2

1,303

50.9

51

2.0

1,095

42.9

2003 Pharmacies

10,570

908

8.6

45

4.9

434

47.8

19

2.1

410

45.1

2003 SBDs

20,160

2,285

11.3

333

14.6

1,126

49.9

28

1.2

798

34.9

2004** Hospitals—medical records

8,377

1,260

15.0

74

5.9

241

19.1

42

3.3

903

71.7

2004** Hospitals—patient accounts

8,377

1,016

12.1

37

3.6

241

23.7

22

2.2

716

70.5

2004** Hospitals—admin offices

8,377

345

4.1

2

***

241

69.9

12

3.5

90

26.1

2004** Office-based providers

21,487

3,367

15.7

154

4.5

1,504

44.7

85

2.5

1,624

48.2

2004** Pharmacies

10,204

2,081

20.4

68

3.3

1,548

74.4

22

1.1

443

21.3

2004** SBDs

21,578

3,368

15.6

416

12.4

1,429

42.4

15

***

1,508

44.7

2005** Hospitals—medical records

8,380

1,026

12.2

80

7.8

240

23.4

45

4.4

661

64.4

2005** Hospitals—patient accounts

8,380

1,040

12.4

59

5.7

240

23.1

14

1.3

727

69.9

2005** Hospitals—admin offices

8,380

365

4.4

66

18.1

240

65.8

5

1.4

54

14.8

2005** Office-based providers

19,936

3,332

16.7

189

5.7

1,554

46.6

84

2.5

1,505

45.2

2005** Pharmacies

9,983

2,004

20.1

54

2.7

1,602

79.9

19

***

329

16.4

2005** SBDs

21,292

3,476

16.3

655

18.8

1,317

37.9

34

1.0

1,470

42.3

2006 Hospital--medical records

8,041

944

11.7

60

6.4

209

22.1

18

1.9

657

69.6

2006 Hospital--patient accounts

8,041

1,123

14.0

47

4.2

208

18.5

15

1.3

853

76.0

2006 Hospital--admin offices

8,041

266

3.3

32

12.0

199

74.8

2

0.8

33

12.4

2006 Office-based providers

14,058

2,565

18.2

148

5.8

948

37.0

57

2.2

1,412

55.0

2006 Pharmacies

10,917

1,929

17.7

73

3.8

1,509

78.2

31

1.6

316

16.4

2006 SBDs

23,399

3,602

15.4

771

21.4

1,785

49.6

9

0.2

1,037

28.8

2007 Hospital--medical records

7,738

1,008

13.0

59

5.8

178

17.6

27

2.7

744

73.8

2007 Hospital--patient accounts

7,738

1,223

15.8

79

6.5

179

14.6

21

1.7

944

77.2

2007 Hospital--admin offices

7,738

204

2.6

15

7.3

176

86.3

0

0

13

6.4

2007 Office-based providers

15,943

2,743

17.2

161

5.9

1,095

39.9

63

2.3

1,424

51.9

2007 Pharmacies

9,767

1,442

14.8

20

1.4

1,337

92.7

3

0.0

82

5.7

2007 SBDs

12,172

2,607

12.3

551

21.1

1,167

44.8

17

0.7

872

33.4

*Cell entries represent "provider-waves," the units used to monitor telephone data collection operations. A provider is counted in each wave of fielded cases in which it appears.

**The denominator for "ever coded refusal" includes provider-wave cases ever coded an interim refusal (2* or 3*) or a final refusal (H* or R*) without being coded an interim refusal.

***Less than one percent.

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