SAS User File for H248C Data
This file contains information and sample SAS programs to create a permanent
SAS dataset for users who want to use SAS in processing the MEPS data
provided in this PUF release.
There are two ways to create a permanent SAS dataset, using either the SAS
transport data file (H248C.SSP) or the ASCII data file (H248C.DAT)
supplied in this PUF release. Section A provides a sample SAS program for the
first alternative, which is to convert the SAS transport data file to a
regular SAS dataset using the SAS procedure: CIMPORT. Section B provides a
sample SAS program for the second alternative, which is to read data from the
ASCII data file using a SAS DATA step with INFILE, INPUT, and LABEL
statements. Section C explains format-related SAS statements that a user may
optionally use when working with the SAS dataset. Examples of SAS programs
(DATA step or PROC) are provided in all three sections, primarily for the
benefit of inexperienced users. Section D contains complete SAS statements
that must be used in the programs described in Sections B and C.
******************************************************************************
The sample SAS programs provided in Sections A and B show how to create a
permanent SAS dataset from the data files provided in this PUF release.
A. A Sample SAS Program for Converting the SAS Transport File to a
Permanent SAS Dataset
The SAS procedure CIMPORT will read a SAS transport file and convert the
data to regular SAS format, storing the output in a permanent SAS dataset.
This permanent SAS dataset can then be used for all future processing and
analyses.
Below is a sample SAS program that can be used to convert the SAS transport
file to a permanent SAS dataset (in a Windows environment).
LIBNAME PUFLIB 'C:\MEPS\SASDATA';
FILENAME IN1 'C:\MEPS\DOWNLOAD\H248C.SSP';
PROC CIMPORT DATA=PUFLIB.H248C INFILE=IN1;
RUN;
Below are SAS statements to print a list of variables and a few sample records
from the permanent SAS dataset:
PROC CONTENTS DATA=PUFLIB.H248C;
TITLE 'List of Variables in MEPS H248C SAS Dataset';
RUN;
PROC PRINT DATA=PUFLIB.H248C (OBS=20);
TITLE 'First 20 Observations in MEPS H248C SAS Dataset';
RUN;
The LIBNAME statement tells SAS the location (directory name) to store the
permanent SAS dataset which is output by PROC CIMPORT. The FILENAME statement
tells SAS the location (complete directory and file name) of the input SAS
transport data file.
NOTES:
1) The names used in the LIBNAME and FILENAME statements shown
above (i.e., PUFLIB, IN1) are arbitrary; they are only temporary
aliases.
2) The directory and file names used in the LIBNAME and FILENAME
statements shown above are Windows syntax and may need to be
modified for other operating systems such as UNIX and Linux.
3) H248C is the internal SAS dataset name (also the PC file name,
without the extension) prior to the creation of the SAS transport data
file. After running PROC CIMPORT, the output SAS dataset assumes the same
dataset name (or file name). Hence, in the example above, a file named
H248C.SAS7BDAT will be created under the C:\MEPS\SASDATA directory when
PROC CIMPORT runs successfully.
4) The SAS transport file H248C.SSP was created from a SAS V9
data file, using PROC CPORT. This file should work with earlier versions of
SAS, although it has not been tested with those versions. Users who are
unable to use this SAS transport file should instead convert the ASCII
data file H248C.DAT to a SAS dataset as described in Section B.
B. A Sample SAS Program for Converting the ASCII Data File to a Permanent
SAS Dataset
The complete SAS statements (INPUT and LABEL) included in Section D are
intended to save time for those users wishing to create a permanent SAS
dataset from the H248C.DAT ASCII data file. These statements must be used
in combination with other SAS statements to create the appropriate SAS
program, as shown below. To use the statements provided in Section D to
create a SAS program, you will need an ASCII text editor. If you are using an
interactive form of SAS (Windows, UNIX, Linux, etc.), use the editor provided as
part of the SAS software.
Following is a sample Windows SAS program that will convert the ASCII data file to SAS
format:
LIBNAME PUFLIB 'C:\MEPS\SASDATA';
FILENAME IN1 'C:\MEPS\DOWNLOAD\H248C.DAT';
DATA PUFLIB.H248C;
INFILE IN1 LRECL=152;
INPUT .....; * to user: insert the complete INPUT statement that is
provided in Section D;
LABEL .....; * to user: insert the complete LABEL statement that is
provided in Section D;
RUN;
Here is an explanation of the SAS statements used in the program above.
LIBNAME statement: This tells SAS the location (directory name) of the
permanent SAS dataset.
FILENAME statement: This tells SAS the location of the input ASCII data file.
DATA statement: This signifies the beginning of a SAS DATA step and specifies
the output SAS dataset, referencing the LIBNAME entry (PUFLIB) and assigning
an internal SAS dataset name (H248C). In the example, after the successful
completion of the DATA step, a PC file named H248C.SAS7BDAT would have
been created in the C:\MEPS\SASDATA directory.
INFILE statement: This tells SAS the location (directory and file name) of the
input ASCII data file. Also provided is the logical record length (152
bytes), with the default of RECFM=V implied when this parameter is omitted.
LRECL and RECFM are optional parameters in the INFILE statement. With regard
to these options, please note the following: the ASCII data file H248C.DAT
contains a 2-byte carriage return/line feed at the end of each record. When
converting to a PC-SAS file, the LRECL option should be used to specify the
record length to avoid use of a default record length by PC-SAS. If the
RECFM=V option is used, the LRECL option must be specified as the logical
record length (e.g., 152 for H248C.DAT). If RECFM=F is used, then the
LRECL value must be specified as the logical record length plus 2 (154 for
H248C.DAT). Note that if the RECFM option is omitted, then the default
option of RECFM=V is automatically used, and LRECL should be specified as the
logical record (152 for H248C.DAT).
INPUT statement: This specifies the input record layout, giving names, the
beginning column positions, and the lengths for data items (which become SAS
variables) in the ASCII data file (H248C.DAT). Variable type (numeric or
character) is also defined by character variables having a dollar sign ($) directly
before the variables length, while numeric variables do not have a dollar sign.
LABEL statement: This associates descriptive names with the SAS variables.
RUN statement: This tells SAS to execute all commands up to this point.
C. Optional Format-related SAS Statements
If a user wants to use formats for the SAS variables, a SAS format
catalog must first be created. Below is a SAS program that will accomplish this:
LIBNAME PUFLIB 'C:\MEPS\SASDATA';
PROC FORMAT LIBRARY=PUFLIB;
VALUE .....; * to user: insert the complete set of VALUE statements found
in Section D;
VALUE .....;
.......... ;
RUN;
Below is an example of how to use the SAS formats defined by the PROC FORMAT
procedure:
LIBNAME PUFLIB 'C:\MEPS\SASDATA';
OPTIONS FMTSEARCH=(PUFLIB);
PROC FREQ DATA=PUFLIB.H248C;
TABLES .... / LIST MISSING;
FORMAT varnam1 fmtnam1. Varnam2 fmtnam2. .... ;
* to user: substitute varnam1 and fmtnam1 with actual variable names and
format names;
* Insert the FORMAT statement provided in Section D, if you are using
all the variables in the TABLES statement;
TITLE 'Frequency Distributions ....';
RUN;
Here is an explanation of the SAS statements used above.
LIBNAME statement: This tells SAS the location (directory name) of the SAS
format library. Please note that SAS datasets (file name extension is
'SAS7BDAT') and format
catalog (file name extension is 'SAS7BCAT') can be stored under the same directory.
OPTIONS FMTSEARCH=...: This specifies the SAS format library.
PROC FORMAT statement: This identifies the SAS procedure that will make SAS
formats according to VALUE statements. Formats will be stored in a file named
FORMATS.SAS7BCAT. Please note that the option 'LIBRARY=...' can be omitted
if the user does not want to create a permanent SAS format library. When simply
'PROC FORMAT;' is used, the formats are defined only for the duration of the
batch SAS program or an interactive SAS session.
VALUE statement: This gives a) names to formats; and b) descriptive labels for
individual values, or range of values. The format names can then be invoked
using a FORMAT statement if desired.
PROC FREQ statement: This identifies the SAS procedure that generates
frequency distributions of variables specified in the TABLES statement,
formatted if a FORMAT statement is used. The input SAS dataset is specified
in the 'DATA=' option.
FORMAT statement: This associates existing formats with variables. When using
this statement, the formats must have already been created with a PROC FORMAT
procedure.
RUN statement: This tells SAS to execute all commands up to this point.
NOTES:
1) Use of formats is entirely optional, and depends on the types
of analyses that you are doing. It is recommended that you create
and use them as appropriate.
2) The names used in the LIBNAME and FILENAME statements shown
above (i.e., PUFLIB, IN1) are arbitrary; they are only temporary
aliases.
3) The file and directory specifications in the LIBNAME and
FILENAME statements are Windows syntax and may need to be modified
for other operating systems such as UNIX and Linux.
D. SAS Statements
This section contains SAS INPUT, LABEL, FORMAT, and VALUE statements for use in
converting the ASCII H248C.DAT file into a SAS dataset, and for creating
SAS formats.
* INPUT STATEMENTS;
INFILE IN LRECL=152;
INPUT @1 DUID 7.0
@8 PID 3.0
@11 DUPERSID $10.0
@21 EVNTIDX $16.0
@37 EVENTRN 1.0
@38 PANEL 2.0
@40 OMTYPE_M18 1.0
@41 OMSF23X 8.2
@49 OMMR23X 8.2
@57 OMMD23X 8.2
@65 OMPV23X 8.2
@73 OMVA23X 8.2
@81 OMTR23X 7.2
@88 OMOF23X 7.2
@95 OMSL23X 8.2
@103 OMWC23X 7.2
@110 OMOT23X 7.2
@117 OMXP23X 8.2
@125 OMTC23X 9.2
@134 IMPFLAG 1.0
@135 PERWT23F 13.6
@148 VARSTR 4.0
@152 VARPSU 1.0
;
* FORMAT STATEMENTS;
FORMAT DUID DUIDF.
PID PIDF.
DUPERSID $DUPERSIDF.
EVNTIDX $EVNTIDXF.
EVENTRN EVENTRNF.
PANEL PANELF.
OMTYPE_M18 OMTYPE_M18F.
OMSF23X OMSF23XF.
OMMR23X OMMR23XF.
OMMD23X OMMD23XF.
OMPV23X OMPV23XF.
OMVA23X OMVA23XF.
OMTR23X OMTR23XF.
OMOF23X OMOF23XF.
OMSL23X OMSL23XF.
OMWC23X OMWC23XF.
OMOT23X OMOT23XF.
OMXP23X OMXP23XF.
OMTC23X OMTC23XF.
IMPFLAG IMPFLAGF.
PERWT23F PERWT23FF.
VARSTR VARSTRF.
VARPSU VARPSUF.
;
* LABEL STATEMENTS;
LABEL DUID ="PANEL # + ENCRYPTED DU IDENTIFIER"
PID ="PERSON NUMBER"
DUPERSID ="PERSON ID (DUID + PID)"
EVNTIDX ="EVENT ID"
EVENTRN ="EVENT ROUND NUMBER"
PANEL ="PANEL NUMBER"
OMTYPE_M18 ="OTHER MEDICAL EXPENSE TYPE"
OMSF23X ="AMOUNT PAID, FAMILY (IMPUTED)"
OMMR23X ="AMOUNT PAID, MEDICARE (IMPUTED)"
OMMD23X ="AMOUNT PAID, MEDICAID (IMPUTED)"
OMPV23X ="AMOUNT PAID, PRIVATE INSURANCE (IMPUTED)"
OMVA23X ="AMOUNT PAID, VETERANS/CHAMPVA (IMPUTED)"
OMTR23X ="AMOUNT PAID, TRICARE (IMPUTED)"
OMOF23X ="AMOUNT PAID, OTHER FEDERAL (IMPUTED)"
OMSL23X ="AMOUNT PAID, STATE & LOCAL GOV (IMPUTED)"
OMWC23X ="AMOUNT PAID, WORKERS COMP (IMPUTED)"
OMOT23X ="AMOUNT PAID, OTHER INSURANCE (IMPUTED)"
OMXP23X ="SUM OF OMSF23X - OMOT23X (IMPUTED)"
OMTC23X ="HHLD REPORTED TOTAL CHARGE (IMPUTED)"
IMPFLAG ="IMPUTATION STATUS"
PERWT23F ="EXPENDITURE FILE PERSON WEIGHT, 2023"
VARSTR ="VARIANCE ESTIMATION STRATUM, 2023"
VARPSU ="VARIANCE ESTIMATION PSU, 2023"
;
* VALUE STATEMENTS;
VALUE DUIDF
2790002 - 2819793 = "VALID ID"
;
VALUE $DUPERSIDF
'2790002102' - '2819793102' = "VALID ID"
;
VALUE EVENTRNF
1 = "1 ROUND 1"
2 = "2 ROUND 2"
3 = "3 ROUND 3"
4 = "4 ROUND 4"
5 = "5 ROUND 5"
;
VALUE $EVNTIDXF
'2790002102300102' - '2819793102200102' = "VALID ID"
;
VALUE IMPFLAGF
0 = "0 NOT ELIGIBLE FOR IMPUTATION"
1 = "1 COMPLETE HC DATA"
2 = "2 COMPLETE MPC DATA"
3 = "3 FULLY IMPUTED"
4 = "4 PARTIALLY IMPUTED"
5 = "5 CAPITATION IMPUTATION"
;
VALUE OMMD23XF
0 = "0"
1 - 49.83 = "$1.00 - $49.83"
49.84 - 246 = "$49.84 - $246.00"
246.01 - 817.76 = "$246.01 - $817.76"
817.77 - 43559.18 = "$817.77 - $43,559.18"
;
VALUE OMMR23XF
0 = "0"
1.37 - 85 = "$1.37 - $85.00"
85.01 - 232.37 = "$85.01 - $232.37"
232.38 - 500 = "$232.38 - $500.00"
500.01 - 39840.71 = "$500.01 - $39,840.71"
;
VALUE OMOF23XF
0 = "0"
18.75 - 56.3 = "$18.75 - $56.30"
56.31 - 168.98 = "$56.31 - $168.98"
168.99 - 543.24 = "$168.99 - $543.24"
543.25 - 1954.45 = "$543.25 - $1,954.45"
;
VALUE OMOT23XF
0 = "0"
9.5 - 37.43 = "$9.50 - $37.43"
37.44 - 74.5 = "$37.44 - $74.50"
74.51 - 993 = "$74.51 - $993.00"
993.01 - 4500 = "$993.01 - $4,500.00"
;
VALUE OMPV23XF
0 = "0"
1 - 72 = "$1.00 - $72.00"
72.01 - 199.86 = "$72.01 - $199.86"
199.87 - 601.37 = "$199.87 - $601.37"
601.38 - 53120.95 = "$601.38 - $53,120.95"
;
VALUE OMSF23XF
0 = "0"
0.11 - 20.5 = "$0.11 - $20.50"
20.51 - 75 = "$20.51 - $75.00"
75.01 - 271 = "$75.01 - $271.00"
271.01 - 70275.52 = "$271.01 - $70,275.52"
;
VALUE OMSL23XF
0 = "0"
319.73 - 400.91 = "$319.73 - $400.91"
400.92 - 1600 = "$400.92 - $1,600.00"
1600.01 - 11960 = "$1,600.01 - $11,960.00"
11960.01 - 53120.95 = "$11,960.01 - $53,120.95"
;
VALUE OMTC23XF
0 = "0"
18.44 - 64.15 = "$18.44 - $64.15"
64.16 - 300 = "$64.16 - $300.00"
300.01 - 1000 = "$300.01 - $1,000.00"
1000.01 - 120874.62 = "$1,000.01 - $120,874.62"
;
VALUE OMTR23XF
0 = "0"
5 - 34.88 = "$5.00 - $34.88"
34.89 - 122.26 = "$34.89 - $122.26"
122.27 - 387.8 = "$122.27 - $387.80"
387.81 - 2405.48 = "$387.81 - $2,405.48"
;
VALUE OMTYPE_M18F
-8 = "-8 DON'T KNOW"
-7 = "-7 REFUSED"
-1 = "-1 INAPPLICABLE"
1 = "1 GLASSES OR CONTACT LENSES"
2 = "2 AMBULANCE SERVICES"
3 = "3 DISPOSABLE SUPPLIES"
4 = "4 LONG TERM MEDICAL EQUIPMENT"
;
VALUE OMVA23XF
0 = "0"
9.5 - 57.93 = "$9.50 - $57.93"
57.94 - 200.46 = "$57.94 - $200.46"
200.47 - 650 = "$200.47 - $650.00"
650.01 - 10022.82 = "$650.01 - $10,022.82"
;
VALUE OMWC23XF
0 = "0"
40.09 - 907.07 = "$40.09 - $907.07"
907.08 - 1375.5 = "$907.08 - $1,375.50"
1375.51 - 1580 = "$1,375.51 - $1,580.00"
1580.01 - 3507.99 = "$1,580.01 - $3,507.99"
;
VALUE OMXP23XF
0 = "0"
8.68 - 65 = "$8.68 - $65.00"
65.01 - 250 = "$65.01 - $250.00"
250.01 - 672 = "$250.01 - $672.00"
672.01 - 83599.52 = "$672.01 - $83,599.52"
;
VALUE PANELF
27 = "27 PANEL 27"
28 = "28 PANEL 28"
;
VALUE PERWT23FF
0 = "0.000000"
501.804727 - 121191.87835 = "501.804727 - 121191.878350"
;
VALUE PIDF
101 - 304 = "VALID ID"
;
VALUE VARPSUF
1 - 6 = "1 - 6"
;
VALUE VARSTRF
2001 - 2117 = "2001 - 2117"
;