/********************************************************************\ PROGRAM: C:\MEPS\PROG\EXAMPLE01.SAS DESCRIPTION: THIS EXAMPLE SHOWS THE NEED FOR USING WEIGHT VARIABLES WHEN ANALYZING MEPS DATA FOR NATIONAL ESTIMATES. NOTE THAT THE POPULATION CHARACTERISTICS FILE RELEASED IN MAY OF EACH YEAR HAS A PRELIMINARY VERSION OF THE PERSON-LEVL WEIGHT VARIABLE (PERWT03P ON THE 2003 FILE, HC-073). INPUT FILE: C:\MEPS\DATA\H79.SAS7BDAT (2003 FULL-YEAR DATA FILE) \********************************************************************/ FOOTNOTE 'PROGRAM: C:\MEPS\PROG\EXAMPLE01.SAS'; LIBNAME CDATA V8 'C:\MEPS\DATA'; TITLE1 'AHRQ MEPS DATA USERS WORKSHOP -- JULY 2006'; TITLE2 'EFFECT OF WEIGHT VARIABLE ON RACE/ETHNICITY PERCENTAGE'; PROC FORMAT; VALUE RACETHNB 0='TOTAL' 1 = 'HISPANIC' 2 = 'BLACK-NO OTH RACE/NOT HISPANIC' 3 = 'ASIAN-NO OTH RACE/NOT HISPANIC' 4 = 'OTHER/NOT HISPANIC'; RUN; /***** MODIFY RACE/ETHNICITY CATEGORIES *****/ DATA PUF79 ; SET CDATA.H79 (KEEP= RACETHNX PERWT03F); RUN; PROC FREQ DATA=PUF79 NOPRINT; TABLE RACETHNX/ OUT=UNWT(KEEP=RACETHNX PERCENT); FORMAT RACETHNX RACETHNB.; RUN; PROC FREQ DATA=PUF79 NOPRINT; TABLE RACETHNX/ OUT=WT(KEEP=RACETHNX PERCENT); FORMAT RACETHNX RACETHNB.; WEIGHT PERWT03F; RUN; DATA PCT; MERGE UNWT WT(RENAME=(PERCENT=WTPCT)); BY RACETHNX; FORMAT PERCENT WTPCT 5.2; LABEL PERCENT='UNWEIGHTED PERCENTAGE' WTPCT='WEIGHTED PERCENTAGE'; RUN; PROC PRINT DATA=PCT NOOBS LABEL; VAR RACETHNX PERCENT WTPCT; RUN;