Table of Contents

1. The SAS System Log
2. The SAS System List

Page 1 The SAS System Log 13:58 Tuesday, December 16, 2008

NOTE: Copyright (c) 2002-2008 by SAS Institute Inc., Cary, NC, USA.
NOTE: SAS (r) Proprietary Software 9.2 (TS1M0)
Licensed to SOCIAL & SCIENTIFIC SYSTEMS INC/AHRQ/NIH/HRSA, Site 0070021279.
NOTE: This session is executing on the XP_PRO platform.

 

NOTE: SAS initialization used:
real time 0:01.65
user cpu time 0:00.15
system cpu time 0:00.74
Memory 2554k
OS Memory 3292k
Timestamp 12/16/2008 1:58:27 PM

NOTE: AUTOEXEC processing beginning; file is C:\PROGRA~1\SAS92\SASFOU~1\9.2\autoexec.sas.

NOTE: AUTOEXEC processing completed.

1 /***************************************************************************\
2
3 PROGRAM: C:\MEPS\PROG\E8.SAS
4
5 DESCRIPTION: THIS PROGRAM GENERATES TWO SETS OF EXPENDITURE DATA FOR 2005
6 INPATIENT STAYS, SIMILAR TO THOSE REPORTED IN MEPS STAT BRIEF
7 #164 (FIGURES 1 AND 5). STAT BRIEF #164 USED 2004 MEPS DATA.
8 THIS PROGRAM USES 2005 MEPS DATA.
9
10 ESTIMATES COMPARABLE TO FIGURE 1 ARE BY EVENT TYPE AND BY
11 SOURCE OF PAYMENT FOR INPATIENT (IP) STAY EXPENSES.
12
13 EVENT TYPE DEFINITIONS:
14
15 AMBULATORY: OFFICE-BASED + OUTPATIENT + EMERGENCY DEPARTMENT
16 HOSPITAL: HOSPITAL INPATIENT
17 PRESCRIBED MEDICINES: PMED (RX)
18 OTHER: TOTAL EXPENDITURES - (AMBULATORY + HOSPITAL + PMED)
19
20 NOTES: (1) EXPENSES INCLUDE BOTH FACILITY AND PHYSICIAN EXPENSES.
21 (2) PRIVATE INCLUDES TRICARE, BUT NOT 'OTHER PRIVATE'.
22
23 TOTAL HEALTH CARE EXP: $963,882,049,581
24 (SB: $963.9 BILLION)
25
26 EVENT TYPES: 2005 DATA 2004 DATA (SB#164)
27
28 PMED: 20.8% 19.8%
29 HOSPITAL: 30.9% 31.4%
30 AMBULATORY: 34.7% 35.6%
31 OTHER: 13.5% 13.2%
32
33 FOR HOSPITAL EXPENSES (SB #164)
34 FIRST BULLET IN HIGHLIGHTS STATES,
35 "EXPENSES FOR HOSPITAL INPATIENT STAYS
36 ACCOUNTED FOR NEARLY ONE-THIRD OF ALL
37 HEALTH CARE EXPENSES..." [30.9% IN 2005]
38
39 IP SOPs: 2005 DATA 2004 DATA (SB#164)
40
41 PRIVATE: 41.1% 43.7%
42 MEDICARE: 37.7% 38.8%
43 MEDICAID: 10.6% 9.6%
44 OUT-OF-POCKET: 3.8% 2.2%
45 OTHER: 6.9% 5.7%
46
47 FIGURE 5: IP EXPENSES PER STAY AND PER DIEM
48
49 PER STAY 2005 DATA 2004 DATA (SB#164)
50
51 W/ SURG $15,160 $14,729
52 W/0 SURG $ 8,439 $ 7,678
53
54 PER DIEM
55
56 W/ SURG $ 5,226 $ 5,059

Page 2 The SAS System 13:58 Tuesday, December 16, 2008

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57 W/O SURG $ 2,173 $ 1,954
58
59 NOTE: FOR THE SMALL NUMBER OF ZERO NIGHT STAYS, LENGTH
60 OF STAY WAS CONSIDERED TO BE ONE.
61
62 INPUT FILES: (1) C:\MEPS\DATA\H97.SAS7BDAT (2005 FULL-YEAR FILE)
63 (2) C:\MEPS\DATA\H94D.SAS7BDAT (2005 HOSP. IP STAYS)
64
65 \******************************************************************/
66
67 FOOTNOTE 'PROGRAM: C:\MEPS\PROG\E8.SAS';
68
69 LIBNAME CDATA 'C:\MEPS\DATA';
NOTE: Libref CDATA was successfully assigned as follows:
Engine: V9
Physical Name: C:\MEPS\DATA
70
71 TITLE1 'AHRQ MEPS DATA USERS WORKSHOP -- SEPTEMBER 2008';
72
73 PROC FORMAT;
74
74 ! VALUE SURGF
75 1 = 'SURGERY'
76 OTHER = 'OTHER';
NOTE: Format SURGF has been output.
77 RUN;

NOTE: PROCEDURE FORMAT used (Total process time):
real time 0:00.09
user cpu time 0:00.01
system cpu time 0:00.03
Memory 145k
OS Memory 3548k
Timestamp 12/16/2008 1:58:27 PM

78
79 /* READ IN DATA FROM 2005 CONSOLIDATED DATA FILE (HC-097) */
80
81 DATA PUF97 (KEEP= TOTAL PRESCRIBED_MEDICINES HOSPITAL_INPATIENT
82 AMBULATORY_CARE OTHER
83 IP_TOTAL IP_PRIVATE_INS IP_MEDICARE IP_MEDICAID
84 IP_OUT_OF_POCKET IP_OTHER VARSTR VARPSU PERWT05F);
85 SET CDATA.H97 (KEEP= TOTEXP05 RXEXP05 OBVEXP05 OPDEXP05 OPFEXP05
86 ERDEXP05 ERFEXP05 IPDEXP05 IPFEXP05
87 IPDPRV05 IPFPRV05 IPDTRI05 IPFTRI05
88 IPDMCR05 IPFMCR05 IPDMCD05 IPFMCD05
89 IPDSLF05 IPFSLF05
90 VARSTR VARPSU PERWT05F);
91
92 TOTAL = TOTEXP05;
93 PRESCRIBED_MEDICINES = RXEXP05;
94 HOSPITAL_INPATIENT = (IPDEXP05 + IPFEXP05);
95 AMBULATORY_CARE = (OBVEXP05 + OPDEXP05 + OPFEXP05 + ERDEXP05 + ERFEXP05);
96 OTHER = TOTAL - (PRESCRIBED_MEDICINES + HOSPITAL_INPATIENT + AMBULATORY_CARE);
97
98 IP_TOTAL = HOSPITAL_INPATIENT;
99 IP_PRIVATE_INS = (IPDPRV05 + IPFPRV05) + (IPDTRI05 + IPFTRI05);
100 IP_MEDICARE = IPDMCR05 + IPFMCR05;
101 IP_MEDICAID = IPDMCD05 + IPFMCD05;
102 IP_OUT_OF_POCKET = IPDSLF05 + IPFSLF05;
103 IP_OTHER = IP_TOTAL - (IP_PRIVATE_INS+IP_MEDICARE+IP_MEDICAID+IP_OUT_OF_POCKET);
104 RUN;

NOTE: There were 33961 observations read from the data set CDATA.H97.
NOTE: The data set WORK.PUF97 has 33961 observations and 14 variables.
NOTE: DATA statement used (Total process time):
real time 0:01.83
user cpu time 0:00.00
system cpu time 0:00.23
Memory 653k
OS Memory 4316k
Timestamp 12/16/2008 1:58:29 PM

105
106 TITLE2 'HEALTHCARE EXPENSES, 2005 (CF. MEPS STAT BRIEF #164, 2004 DATA)';

Page 3 The SAS System 13:58 Tuesday, December 16, 2008

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107 TITLE3 'FIGURE 1: DISTRIBUTION BY EVENT TYPE';
108
109 PROC SURVEYMEANS DATA= PUF97 MEAN STDERR SUM STD;
110 STRATUM VARSTR;
111 CLUSTER VARPSU;
112 WEIGHT PERWT05F;
113 VAR PRESCRIBED_MEDICINES HOSPITAL_INPATIENT AMBULATORY_CARE OTHER TOTAL;
114 RATIO PRESCRIBED_MEDICINES HOSPITAL_INPATIENT AMBULATORY_CARE OTHER / TOTAL;
115 RUN;

NOTE: Due to nonpositive weights, 1641 observation(s) were deleted.
NOTE: The PROCEDURE SURVEYMEANS printed page 1.
NOTE: PROCEDURE SURVEYMEANS used (Total process time):
real time 0:00.63
user cpu time 0:00.56
system cpu time 0:00.07
Memory 10801k
OS Memory 14916k
Timestamp 12/16/2008 1:58:30 PM

116
117 TITLE3 'FIGURE 1: DISTRIBUTION OF INPATIENT (IP) EXPENSES BY SOURCE OF PAYMENT';
118
119 PROC SURVEYMEANS DATA= PUF97 MEAN STDERR SUM STD;
120 STRATUM VARSTR;
121 CLUSTER VARPSU;
122 WEIGHT PERWT05F;
123 VAR IP_PRIVATE_INS IP_MEDICARE IP_MEDICAID IP_OUT_OF_POCKET IP_OTHER IP_TOTAL;
124 RATIO IP_PRIVATE_INS IP_MEDICARE IP_MEDICAID IP_OUT_OF_POCKET IP_OTHER / IP_TOTAL;
125 RUN;

NOTE: Due to nonpositive weights, 1641 observation(s) were deleted.
NOTE: The PROCEDURE SURVEYMEANS printed page 2.
NOTE: PROCEDURE SURVEYMEANS used (Total process time):
real time 0:00.62
user cpu time 0:00.59
system cpu time 0:00.00
Memory 9916k
OS Memory 15700k
Timestamp 12/16/2008 1:58:30 PM

126
127 /* READ IN DATA FROM 2005 HOSPITAL INPATIENT STAYS DATA FILE (HC-094D) */
128
129 DATA IP2005;
130 SET CDATA.H94D (KEEP= DUPERSID EVNTIDX RSNINHOS IPXP05X NUMNIGHX
131 PERWT05F VARSTR VARPSU);
132 IF NUMNIGHX = 0
133 THEN NUMNIGHX = 1;
134 PERDIEM = ROUND(IPXP05X/NUMNIGHX);
135 RUN;

NOTE: There were 3341 observations read from the data set CDATA.H94D.
NOTE: The data set WORK.IP2005 has 3341 observations and 9 variables.
NOTE: DATA statement used (Total process time):
real time 0:00.07
user cpu time 0:00.01
system cpu time 0:00.01
Memory 326k
OS Memory 8180k
Timestamp 12/16/2008 1:58:30 PM

136
137 TITLE3 'FIGURE 5: AVERAGE IP EXPENSES PER STAY WITH AND WITHOUT SURGERY';
138
139 PROC SURVEYMEANS DATA= IP2005 MEAN STDERR;
140 STRATUM VARSTR;
141 CLUSTER VARPSU;
142 WEIGHT PERWT05F;
143 VAR IPXP05X;
144 DOMAIN RSNINHOS ;
145 FORMAT RSNINHOS SURGF. ;
146 RUN;

Page 4 The SAS System 13:58 Tuesday, December 16, 2008

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NOTE: Due to nonpositive weights, 129 observation(s) were deleted.
NOTE: Only one cluster in a stratum for variable(s) IPXP05X. The estimate of variance for IPXP05X will omit this stratum.
NOTE: The PROCEDURE SURVEYMEANS printed page 3.
NOTE: PROCEDURE SURVEYMEANS used (Total process time):
real time 0:00.06
user cpu time 0:00.04
system cpu time 0:00.01
Memory 3119k
OS Memory 8980k
Timestamp 12/16/2008 1:58:30 PM

147
148 TITLE3 'FIGURE 5: AVERAGE IP EXPENSES PER DIEM WITH AND WITHOUT SURGERY';
149
150 PROC SURVEYMEANS DATA= IP2005 MEAN STDERR;
151 STRATUM VARSTR;
152 CLUSTER VARPSU;
153 WEIGHT PERWT05F;
154 VAR PERDIEM;
155 DOMAIN RSNINHOS ;
156 FORMAT RSNINHOS SURGF. ;
157 RUN;

NOTE: Due to nonpositive weights, 129 observation(s) were deleted.
NOTE: Only one cluster in a stratum for variable(s) PERDIEM. The estimate of variance for PERDIEM will omit this stratum.
NOTE: The PROCEDURE SURVEYMEANS printed page 4.
NOTE: PROCEDURE SURVEYMEANS used (Total process time):
real time 0:00.06
user cpu time 0:00.04
system cpu time 0:00.01
Memory 3108k
OS Memory 8980k
Timestamp 12/16/2008 1:58:30 PM

NOTE: SAS Institute Inc., SAS Campus Drive, Cary, NC USA 27513-2414
NOTE: The SAS System used:
real time 0:05.47
user cpu time 0:01.45F
system cpu time 0:01.34
Memory 13696k
OS Memory 15700k
Timestamp 12/16/2008 1:58:30 PM

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The SAS System List

AHRQ MEPS DATA USERS WORKSHOP -- SEPTEMBER 2008 13:58 Tuesday, December 16, 2008 Page 1
HEALTHCARE EXPENSES, 2005 (CF. MEPS STAT BRIEF #164, 2004 DATA)
FIGURE 1: DISTRIBUTION BY EVENT TYPE

The SURVEYMEANS Procedure
Data Summary
Number of Strata 203
Number of Clusters 452
Number of Observations 33961
Number of Observations Used 32320
Number of Obs with Nonpositive Weights 1641
Sum of Weights 296185002
Statistics
Variable
Mean Std Error
of Mean
Sum Std Dev
PRESCRIBED_MEDICINES
719.706248 23.592363 213166196663 8158097742
HOSPITAL_INPATIENT
1067.815868 50.164978 316271045334 16045954910
AMBULATORY_CARE
1201.056237 31.845728 355734844187 11866244422
OTHER
467.921656 44.336457 138591376766 13439748150
TOTAL
3456.500008 90.433709 1023763500000 33630954198

Ratio Analysis
Numerator
Denominator Ratio Std Err
PRESCRIBED_MEDICINES
TOTAL 0.208218 0.006246
HOSPITAL_INPATIENT
TOTAL 0.30893 0.010406
AMBULATORY_CARE
TOTAL 0.347478 0.008429
OTHER
TOTAL 0.135374 0.011271

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PROGRAM: C:\MEPS\PROG\E8.SAS
AHRQ MEPS DATA USERS WORKSHOP -- SEPTEMBER 2008 13:58 Tuesday, December 16, 2008 Page 2
HEALTHCARE EXPENSES, 2005 (CF. MEPS STAT BRIEF #164, 2004 DATA)

FIGURE 1: DISTRIBUTION OF INPATIENT (IP) EXPENSES BY SOURCE OF PAYMENT

The SURVEYMEANS Procedure
Data Summary
Number of Strata 203
Number of Clusters 452
Number of Observations 33961
Number of Observations Used 32320
Number of Obs with Nonpositive Weights 1641
Sum of Weights 296185002
Statistics
Variable
Mean Std Error
of Mean
Sum Std Dev
IP_PRIVATE_INS
438.466002 31.995326 129867053753 9847616981
IP_MEDICARE
402.725774 34.14119 119281334175 10201354338
IP_MEDICAID
112.758697 12.651646 33397434905 3835711456
IP_OUT_OF_POCKET
40.444802 7.229155 11979143650 2124937487
IP_OTHER
73.420594 11.185242 21746078851 3414219841
IP_TOTAL
1067.815868 50.164978 316271045334 16045954910
Ratio Analysis
Numerator
Denominator Ratio Std Err
IP_PRIVATE_INS
IP_TOTAL 0.410619 0.022943
IP_MEDICARE
IP_TOTAL 0.377149 0.023255
IP_MEDICAID
IP_TOTAL 0.105598 0.011919
IP_OUT_OF_POCKET
IP_TOTAL 0.037876 0.006689
IP_OTHER
IP_TOTAL 0.068758 0.010432

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PROGRAM: C:\MEPS\PROG\E8.SAS
AHRQ MEPS DATA USERS WORKSHOP -- SEPTEMBER 2008 13:58 Tuesday, December 16, 2008 Page 3
HEALTHCARE EXPENSES, 2005 (CF. MEPS STAT BRIEF #164, 2004 DATA)

FIGURE 5: AVERAGE IP EXPENSES PER STAY WITH AND WITHOUT SURGERY

The SURVEYMEANS Procedure
Data Summary
Number of Strata 203
Number of Clusters 422
Number of Observations 3341
Number of Observations Used 3212
Number of Obs with Nonpositive Weights 129
Sum of Weights 29489112.4
Statistics
Variable
Label Mean Std Error
of Mean
IPXP05X
TOT EXP FOR EVENT (IPFXP05X+IPDXP05X) 10725 372.084252
Domain Analysis: REASON ENTERED HOSPITAL
REASON
ENTERED
HOSPITAL
Variable Label Mean Std Error
of Mean
OTHER
IPXP05X TOT EXP FOR EVENT (IPFXP05X+IPDXP05X) 8438.825380 358.631654
SURGERY
IPXP05X TOT EXP FOR EVENT (IPFXP05X+IPDXP05X) 15160 808.067898

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PROGRAM: C:\MEPS\PROG\E8.SAS
AHRQ MEPS DATA USERS WORKSHOP -- SEPTEMBER 2008 13:58 Tuesday, December 16, 2008 Page 4
HEALTHCARE EXPENSES, 2005 (CF. MEPS STAT BRIEF #164, 2004 DATA)

FIGURE 5: AVERAGE IP EXPENSES PER DIEM WITH AND WITHOUT SURGERY

The SURVEYMEANS Procedure
Data Summary
Number of Strata 203
Number of Clusters 422
Number of Observations 3341
Number of Observations Used 3212
Number of Obs with Nonpositive Weights 129
Sum of Weights 29489112.4
Statistics
Variable
Mean Std Error
of Mean
PERDIEM
3211.595900 98.695538
Domain Analysis: REASON ENTERED HOSPITAL
REASON
ENTERED
HOSPITAL
Variable Mean Std Error
of Mean
OTHER
PERDIEM 2173.125565 81.256196
SURGERY
PERDIEM 5226.180425 219.124443

PROGRAM: C:\MEPS\PROG\E8.SAS

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