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MEPS HC-203: 2018 Jobs File
Appendix 2: Sample Stata Program

Appendix 1. Sample SAS Program


5 *** APP18.sas ***;
6
7 OPTIONS LS=132 PS=79;
8

9
10 *** Program Name: SAMPLE.SAS ***
11 *** ***
12 *** Description: This job provides an example of how to get job info ***
13 *** from Round 1 or Round 2 in the FY2017 JOBS file when ***
14 *** a Round 3 current main job in the FY2018 JOBS file ***
15 *** is a continuation job. ***
16 *** ***
17 *** This example creates a dataset of Round 3 continuation ***
18 *** JOBS records with a SICKPAYX variable copied from the ***
19 *** Round 1 or Round 2 newly reported job. ***
20 *** ***
21 ;

22
23 libname jobs17 “c:\mydata\jobs17";
24 libname jobs18 “c:\mydata\jobs18";
25
26 *** Select continuing Panel 22, Round 3 Current Main JOBS ***
27 *** (SUBTYPE=1, STILLAT=1) from the FY 2018 JOBS file and ***
28 *** print selected variables from the first 20 observations ***;
29
30 data j18r3;
31 set jobs18.jobs18;
32 if panel=22
33 and rn=3
34 and subtype=1
35 and stillat=1
36 and sickpay=-1;
37 length jobsn 3;
38 jobsn = input(substr(jobsidx_17, 11, 1),3.);
39 dupid17 = substr(dupersid, 3, 8);
40 run;

NOTE: There were 53323 observations read from the data set JOBS18.JOBS18.
NOTE: The data set WORK.J18R3 has 5590 observations and 86 variables.
NOTE: Compressing data set WORK.J18R3 decreased size by 6.45 percent.
Compressed is 29 pages; un-compressed would require 31 pages.

41
42 proc print data=j18r3 (obs=20);
43 title 'Print Sample of Continuation Round 3 Records';
44 var dupid17 panel rn jobsn subtype stillat sickpay;
45 run;

NOTE: There were 20 observations read from the data set WORK.J18R3.
NOTE: The PROCEDURE PRINT printed page 1.
NOTE: PROCEDURE PRINT used (Total process time):
real time 0.03 seconds
cpu time 0.03 seconds

46
47
48 *** Select newly reported Panel 22 Current Main JOBS records from ***
49 *** the FY 2017 JOBS file and print selected variables from the ***
50 *** first 20 observations. ***;
51
52 data j1712;
53 set jobs17.jobs17 (rename=(dupersid=dupid17);
54 if subtype=1
55 and stillat=-1
56 and panel=22
57 and rn in (1,2);
58 run;

NOTE: There were 55035 observations read from the data set JOBS17.JOBS17.
NOTE: The data set WORK.J1712 has 7776 observations and 79 variables.
NOTE: Compressing data set WORK.J1712 decreased size by 5.41 percent.
Compressed is 35 pages; un-compressed would require 37 pages.
NOTE: DATA statement used (Total process time):
real time 0.45 seconds
cpu time 0.06 seconds

59
60 proc print data=j1712 (obs=20);
61 title 'Print Sample of Newly Reported Round 1 and Round 2 Records';
62 var dupid17 panel rn jobsn subtype stillat sickpay;
63 run;

NOTE: There were 20 observations read from the data set WORK.J1712.
NOTE: The PROCEDURE PRINT printed page 2.
NOTE: PROCEDURE PRINT used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds

64
65 proc freq data=j1712;
66 tables sickpay/list missing;
67 title 'Sickpay Value of FY2017 Round 1 and Round 2 Newly Reported CMJs';
68 run;

NOTE: There were 7776 observations read from the data set WORK.J1712.
NOTE: The PROCEDURE FREQ printed page 3.
NOTE: PROCEDURE FREQ used (Total process time):
real time 0.01 seconds
cpu time 0.01 seconds

69
70
71 *** Prepare FY17 and FY18 data for merge ***;
72
73 proc sort data=j18r3;
74 by dupid17 jobsn;
75 run;

NOTE: There were 5590 observations read from the data set WORK.J18R3.
NOTE: SAS sort was used.
NOTE: The data set WORK.J18R3 has 5590 observations and 86 variables.
NOTE: Compressing data set WORK.J18R3 decreased size by 6.45 percent.
Compressed is 29 pages; un-compressed would require 31 pages.
NOTE: PROCEDURE SORT used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds

76
77 proc sort data=j1712;
78 by dupid17 jobsn;
79 run;

NOTE: There were 7776 observations read from the data set WORK.J1712.
NOTE: SAS sort was used.
NOTE: The data set WORK.J1712 has 7776 observations and 79 variables.
NOTE: Compressing data set WORK.J1712 decreased size by 5.41 percent.
Compressed is 35 pages; un-compressed would require 37 pages.
NOTE: PROCEDURE SORT used (Total process time):
real time 0.01 seconds
cpu time 0.01 seconds

80
81
82 *** Create a dataset (J18R3F) that includes all variables ***
83 *** for the continuation Round 3 Current Main JOBS and create ***
84 *** the new variable SICKPAYX by copying SICKPAY from the ***
85 *** corresponding Round 1 or Round 2 newly reported job record. ***;
86
87 data j18r3f;
88 merge j18r3 (in=a) j1712 (in=b keep = dupid17 jobsn sickpay
89 rename=(sickpay=SICKPAYX));
90 by dupid17 jobsn;
91 if a and b;
92 run;

NOTE: There were 5590 observations read from the data set WORK.J18R3.
NOTE: There were 7776 observations read from the data set WORK.J1712.
NOTE: The data set WORK.J18R3F has 5590 observations and 87 variables.
NOTE: Compressing data set WORK.J18R3F decreased size by 3.23 percent.
Compressed is 30 pages; un-compressed would require 31 pages.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
cpu time 0.01 seconds

93
94 proc freq data=j18r3f;
95 tables sickpay*sickpayx/list missing;
96 title1 'Diagnostic Post-Merge - Sickpay * Sickpayx';
97 title2 'Round 3 Continuation Current Main Jobs Only';
98 run;

NOTE: There were 5590 observations read from the data set WORK.J18R3F.
NOTE: The PROCEDURE FREQ printed page 4.
NOTE: PROCEDURE FREQ used (Total process time):
real time 0.01 seconds
cpu time 0.01 seconds

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Print Sample of Continuation Round 3 Records

Obs DUPID17 PANEL RN JOBSN SUBTYPE STILLAT SICKPAY
1 90002101 22 3 1 1 1 -1
2 90002102 22 3 2 1 1 -1
3 90003101 22 3 1 1 1 -1
4 90005101 22 3 1 1 1 -1
5 90005102 22 3 1 1 1 -1
6 90007102 22 3 1 1 1 -1
7 90008101 22 3 1 1 1 -1
8 90008102 22 3 1 1 1 -1
9 90009102 22 3 1 1 1 -1
10 90010101 22 3 1 1 1 -1
11 90010102 22 3 1 1 1 -1
12 90016101 22 3 1 1 1 -1
13 90016102 22 3 1 1 1 -1
14 90019102 22 3 1 1 1 -1
15 90019103 22 3 3 1 1 -1
16 90019104 22 3 1 1 1 -1
17 90020101 22 3 1 1 1 -1
18 90025101 22 3 1 1 1 -1
19 90027101 22 3 1 1 1 -1
20 90030101 22 3 1 1 1 -1

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Print Sample of Newly Reported Round 1 and Round 2 Records

Obs DUPID17 PANEL RN JOBSN SUBTYPE STILLAT SICKPAY
1 90001101 22 1 1 1 -1 1
2 90001102 22 1 1 1 -1 2
3 90001102 22 2 2 1 -1 2
4 90002101 22 2 1 1 -1 2
5 90002102 22 1 1 1 -1 2
6 90002102 22 2 2 1 -1 2
7 90003101 22 2 1 1 -1 2
8 90003102 22 1 1 1 -1 2
9 90005101 22 2 1 1 -1 1
10 90005102 22 1 1 1 -1 1
11 90006101 22 1 1 1 -1 1
12 90006102 22 2 1 1 -1 2
13 90006103 22 2 1 1 -1 2
14 90007102 22 1 1 1 -1 1
15 90008101 22 1 1 1 -1 1
16 90008102 22 1 1 1 -1 1
17 90009102 22 1 1 1 -1 2
18 90010101 22 1 1 1 -1 2
19 90010102 22 1 1 1 -1 1
20 90012101 22 1 1 1 -1 -1

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Sickpay Value of FY2017 Round 1 and Round 2 Newly Reported CMJs

DOES PERSON HAVE PAID SICK LEAVE

SICKPAY Frequency Percent Cumulative Frequency Cumulative Percent
-9* 16 0.21 16 0.21
-8 267 3.43 283 3.64
-7 12 0.15 295 3.79
-1 878 11.29 1173 15.08
1 4001 51.45 5174 66.54
2 2602 33.46 7776 100.00

*NOTE: -9 NOT ASCERTAINED is a valid value in the 2017 Jobs File but not in the 2018 Jobs File.

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Diagnostic Post-Merge - Sickpay * Sickpayx
Round 3 Continuation Current Main Jobs Only


SICKPAY SICKPAYX Frequency Percent Cumulative Frequency Cumulative Percent
-1 -9* 10 0.18 10 0.18
-1 -8 161 2.88 171 3.06
-1 -7 9 0.16 180 3.22
-1 -1 705 12.61 885 15.83
-1 1 3125 55.90 4010 71.74
-1 2 1580 28.26 5590 100.00

*NOTE: -9 NOT ASCERTAINED is a valid value in the 2017 Jobs File but not in the 2018 Jobs File.

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