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Total Results: 63 records

Showing results for "approach".

1. Methodology Report #19: Overview of Methodology for Imputing Missing Expenditure Data in the Medical Expenditure Panel Survey (pdf file)
   meps.ahrq.gov/data_files/publications/mr19/mr19.pdf
   March 01, 2007 - This paper provides an overview of the methodological approach to impute MEPS expenditure data and how … A weighted hot-deck approach is used to impute missing expenditure data in MEPS. … This approach uses other survey responses to complete missing data and incorporates survey weights to … A hierarchical approach is used to develop complete data for expenditures as follows: 1) start with … However, the imputation approach used is inherently complex, resource intensive, and leads to underestimation

2. Methodology Report #19: Overview of Methodology for Imputing Missing Expenditure Data in the Medical Expenditure Panel Survey
   meps.ahrq.gov/data_files/publications/mr19/mr19.shtml
   March 01, 2007 - This paper provides an overview of the methodological approach to impute MEPS expenditure data … A weighted hot-deck approach is used to impute missing expenditure data in MEPS. … This approach uses other survey responses to complete missing data and incorporates survey … A hierarchical approach is used to develop complete data for expenditures as follows: 1) start with … However, the imputation approach used is inherently complex, resource intensive, and leads to

3. Accounting for Clustering in the Analysis of MEPS Data: Frequently Asked Questions (FAQ) (pdf file)
   meps.ahrq.gov/survey_comp/hc_clustering_faq.pdf
   June 01, 2000 - Complex survey data are commonly analyzed using either the Taylor series approach or some form of replication

4. MEPS
   meps.ahrq.gov/communication/participants/faq_pharm.shtml
   However, a majority use an electronic approach to provide the information

5. Understanding and Analyzing MEPS Household Component Medical Condition Data (pdf file)
   meps.ahrq.gov/survey_comp/MEPS_condition_data.pdf
   January 01, 2009 - national estimates and standard errors shown in table 2 were computed using a Taylor Series estimation approach … This approach has the advantages of tying the analysis directly to MEPS utilization and expenditure … This approach ties the analysis directly to MEPS utilization and expenditure data which are key components

6. The Medical Expenditure Panel Survey is a set of large-scale surveys of families and individuals, their medical providers, and employers across the United States.
   meps.ahrq.gov/survey_comp/MEPS_condition_data.shtml
   January 01, 2009 - national estimates and standard errors shown in table 2 were computed using a Taylor Series estimation approach … This approach has the advantages of tying the analysis directly to MEPS utilization and expenditure … This approach ties the analysis directly to MEPS utilization and expenditure data which are key components

7. MEPS software examples of programming codes (pdf file)
   meps.ahrq.gov/survey_comp/hc_samplecodes_se.pdf
   September 17, 2024 - MEPS public use files include variables to obtain weighted estimates and to implement a Taylor-series approach

8. Methodology Report #29: Outpatient Prescription Drugs: Data Collection and Editing in the 2011 Medical Expenditure Panel Survey
   meps.ahrq.gov/data_files/publications/mr29/mr29.shtml
   March 12, 2014 - In the third attempt, medication name but not the GPI is used. 8 A third approach applies to the … If this approach fails, the second approach matches pharmacy data from some other person. … Because data from some other person supplies values for the missing pharmacy data, the second approach … A second approach is needed for this reason. … The second approach to matching—imputation from a different person—entails five attempts.

9. Medical Expenditure Panel Survey Computing Standard Errors for MEPS Estimates
   meps.ahrq.gov/mepsweb/survey_comp/standard_errors.jsp
   January 01, 2005 - variables to obtain weighted estimates and to implement a Taylor-series approach

10. Medical Expenditure Panel Survey Computing Standard Errors for MEPS Estimates
    meps.ahrq.gov/survey_comp/standard_errors.jsp
    January 01, 2005 - variables to obtain weighted estimates and to implement a Taylor-series approach

11. MEPS Software Examples of Programming Codes
    meps.ahrq.gov/survey_comp/hc_samplecodes_se.shtml
    MEPS public use files include variables to obtain weighted estimates and to implement a Taylor-series approach

12. Medical Expenditure Panel Survey Survey Questionnaires
    meps.ahrq.gov/mepsweb/survey_comp/survey.jsp
    July 18, 2025 - The supplement was fielded in English and Spanish using a multimode (web, paper) approach.

13. Medical Expenditure Panel Survey Survey Questionnaires
    meps.ahrq.gov/survey_comp/survey.jsp
    July 18, 2025 - The supplement was fielded in English and Spanish using a multimode (web, paper) approach.

14. MEPS HC-051B: 2000 Dental Visits
    meps.ahrq.gov/data_stats/download_data/pufs/h51b/h51bdoc.shtml
    February 01, 2003 - not applicable to DV events) Return to Table of Contents 2.5.4.5 Flat Fee Expenditures The approach … Variables needed to implement a Taylor Series estimation approach are provided in the file and are described … Using a Taylor Series approach, variance estimation strata and the variance estimation PSUs within these … Examples 2 and 3 from Section 4.2 Using a Taylor Series approach, specifying VARSTR00 and VARPSU00

15. Methodology Report #24: Estimation Procedures for the 2007 Medical Expenditure Panel Survey Household Component
    meps.ahrq.gov/data_files/publications/mr24/mr24.shtml
    September 16, 2010 - conjunction with a ‘with replacement’ design in software packages that employ the Taylor series approach … This is consistent with the approach used for the Current Population Survey (CPS).

16. MEPS HC-085B: 2004 Dental Visits
    meps.ahrq.gov/data_stats/download_data/pufs/h85b/h85bdoc.shtml
    August 01, 2006 - (not applicable to DV events) Return To Table Of Contents 2.6.4.5 Flat Fee Expenditures The approach … Variables needed to implement a Taylor Series estimation approach are provided in the file and are … Using a Taylor Series approach, variance estimation strata and the variance estimation PSUs within … Examples 2 and 3 from Section 4.2 Using a Taylor Series approach, specifying VARSTR and VARPSU as

17. STATISTICAL BRIEF #293: Trends in the Pharmaceutical Treatment of Diabetes: A Comparison of Utilization and Expenditures, 1997 to 2007
    meps.ahrq.gov/data_files/publications/st293/stat293.shtml
    September 01, 2010 - with type 1 diabetes rely on insulin while persons with type 2 diabetes follow a stepwise treatment approach

18. Statistical Brief #293: Trends in the Pharmaceutical Treatment of Diabetes: A Comparison of Utilization and Expenditures, 1997 to 2007 (pdf file)
    meps.ahrq.gov/data_files/publications/st293/stat293.pdf
    September 01, 2010 - with type 1 diabetes rely on insulin while persons with type 2 diabetes follow a stepwise treatment approach

19. Methodology Report #23: Design, Methods, and Field Results of the Medical Expenditure Panel Survey Medical Provider Component (MEPS MPC)—2006 Calendar Year Data
    meps.ahrq.gov/data_files/publications/mr23/mr23.shtml
    November 01, 2008 - A hierarchical approach was used to develop complete expenditure data. … For prescribed medicines, the general approach to matching prescription drug data was to merge information

20. Methodology Report #23: Design, Methods, and Field Reports of the Medical Expenditure Panel Survey Medical Provider Component (MEPS MPC)--2006 Calendar Year Data (pdf file)
    meps.ahrq.gov/data_files/publications/mr23/mr23.pdf
    November 01, 2008 - A hierarchical approach was used to develop complete expenditure data. … For prescribed medicines, the general approach to matching prescription drug data was to merge information