2021SOFR_Supporting_Statement_Part_B (002)

SUPPORTING STATEMENT – PART B

B.  COLLECTIONS OF INFORMATION EMPLOYING STATISTICAL METHODS

If the collection of information employs statistical methods, it should be indicated in Item 17 of OMB Form 83-I, and the following information should be provided in this Supporting Statement:

1.  Description of the Activity

Describe the potential respondent universe and any sampling or other method used to select respondents.  Data on the number of entities covered in the collection should be provided in tabular form for the universe as a whole and for each of the strata in the proposed sample.  Indicate the expected response rates for the collection as a whole, as well as the actual response rates achieved during the last collection, if previously conducted.

The population of interest for the 2021 SOFR consists of members of the Selected Reserve who are below flag rank and in Reserve Unit, Active Guard/Reserve (AGR/FTS/AR; Title 10 and Title 32), and Individual Mobilization Augmentee (IMA) programs from the Army National Guard (ARNG), U.S. Army Reserve (USAR), U.S. Navy Reserve (USNR), U.S. Marine Corps Reserve (USMCR), Air National Guard (ANG), U.S. Air Force Reserve (USAFR), and U.S. Coast Guard Reserve (USCGR). In addition, for the member to remain eligible for the survey, they must indicate they are a Selected Reserve member at the time of the survey. OPA uses a sampling tool developed by the Research Triangle Institute (RTI) to determine the sample size needed to achieve 95% confidence and an associated precision of 5% or less on each reporting domain. We select a single-stage, non-proportional stratified random sample to ensure statistically adequate expected number of responses for the reporting categories (i.e., domains). For SOFR, OPA uses Reserve component, paygrade, Reserve program, gender, and family status to define the initial strata. We collapse these strata when there are fewer than 300 individuals in the stratum and there are 291 final strata. Attachment A contains a table with the number of individuals in the population and sample by strata. The expected weighted response rate for this survey is about 12%, which is the same as the weighted response rate for this survey in 2020.

2.  Procedures for the Collection of Information

Describe any of the following if they are used in the collection of information:

a.  Statistical methodologies for stratification and sample selection;

As described above, OPA uses a sampling tool developed by the Research Triangle Institute (RTI) to determine the sample size needed to achieve 95% confidence and an associated precision of 5% or less on each reporting category domain. We select a single-stage, non-proportional stratified random sample to ensure statistically adequate expected number of responses for the reporting domains. For SOFR, OPA uses Reserve component, paygrade, Reserve program, gender, and family status to define the initial strata. We collapse these strata when there are fewer than 300 individuals in the stratum. Once OPA determines the stratum-level sample sizes, a random number is assigned to every member of the population and the population is sorted by stratum and random number prior to sampling, which results in a randomly-ordered population within each stratum. We then select the appropriate number of Reservists from each stratum.

b.  Estimation procedures;

OPA weights the eligible respondents in order to make inferences about the entire population of Reserve component members. The weighting methodology utilizes standard weighting processes. First, we assign a base weight to the sampled member based on the reciprocal of the selection probability. Second, OPA uses 20-30 administrative variables in the XGBoost application of Generalized Boosted Model (GBM) to predict survey eligibility and completion. OPA’s accurate and detailed administrative data on both survey respondents and nonrespondents provides confidence in our survey estimates. We adjust the sampling weights and then all prior-stage weights by the inverse of these model-predicted probabilities to adjust for nonresponse. Finally, we rake these adjusted weights to known population totals to further reduce the variance and bias of the estimates.

c.  Degree of accuracy needed for the Purpose discussed in the justification;

OPA creates variance strata so precision measures can be associated with each estimate. We produce precision measures for reporting categories using 95% confidence intervals with the goal of achieving a precision of 5% or less (e.g, 80% (+/- 5%) of Army National Guard E1-E4 are satisfied with their job).

d.  Unusual problems requiring specialized sampling procedures; and

OPA recognizes the response rates vary for certain domains of interest such as Reserve component and paygrade. To account for this, we average the response rates for the previous three surveys at the stratum level and these response rates are utilized by the sampling tool to adjust the sample and compute expected sample sizes.

e.  Use of periodic or cyclical data collections to reduce respondent burden.

To reduce burden on Reservist members, OPA conducts the SOFR survey annually, whereas in the past it was conducted twice per year.

3.  Maximization of Response Rates, Non-response, and Reliability

Discuss methods used to maximize response rates and to deal with instances of non-response.  Describe any techniques used to ensure the accuracy and reliability of responses is adequate for intended purposes.  Additionally, if the collection is based on sampling, ensure that the data can be generalized to the universe under study.  If not, provide special justification.

To maximize response rates, OPA offers the survey via the Web and uses reminder letters and emails to maximize response rates. To reduce respondent burden, web-based surveys use “smart skip” technology to ensure respondents only answer questions that are applicable to them. To deal with instances of nonresponse, OPA adjusts for nonresponse in the weighting methodology. To ensure the accuracy and reliability of responses, OPA conducts a nonresponse bias (NRB) analysis every third survey cycle and will conduct one in 2022. Historically OPA has found little evidence of significant NRB during these studies; however, OPA statisticians consider the risk of NRB high and consider it likely the largest source of error in OPA surveys. OPA uses probability sampling and appropriate weighting to ensure the survey data can be generalized to the universe under study.

4.  Tests of Procedures

Describe any tests of procedures or methods to be undertaken.  Testing of potential respondents (9 or fewer) is encouraged as a means of refining proposed collections to reduce respondent burden, as well as to improve the collection instrument utility.  These tests check for internal consistency and the effectiveness of previous similar collection activities.

Not applicable.

5.  Statistical Consultation and Information Analysis

a. Provide names and telephone number of individual(s) consulted on statistical aspects of the design.

Mr. David McGrath, Branch Chief; Statistical Methods Team, Methods, Analysis, and Systems Support, Office of People Analytics (OPA); (571) 372-0983.

Ms. Wendy Barboza, Team Lead; Statistical Methods Team, Methods, Analysis, and Systems Support, Office of People Analytics (OPA); (571) 372-1099.

b. Provide name and organization of person(s) who will actually collect and analyze the collected information.

The data will be collected by Data Recognition Corporation (DRC), which is OPA’s operations contractor. Ms. Valerie Waller is the Senior Managing Director at DRC.

The data will be analyzed by OPA analysts. Lindsay Rock, Monica Wiedemann, and Amy Campbell are the lead operations analysts.

Attachment A. SOFR 2101 - Population and Sample Size by Strata

Stratum	Stratum Definitions	Population Size	Sample Size
All	Total	798,743	153,119
1	001 ANG_E1-E4_TPU_MALE_SING_CHILD	6,788	2,090
2	002 ANG_E1-E4_TPU_MALE_SING_NOCHILD	102,936	28,284
3	003 ANG_E1-E4_TPU_MALE_MARR_CHILD	11,928	1,849
4	004 ANG_E1-E4_TPU_MALE_MARR_NOCHILD	7,567	1,121
5	005 ANG_E1-E4_TPU_FEMALE_SING_CHILD	3,076	1,112
6	006 ANG_E1-E4_TPU_FEMALE_SING_NOCHILD	30,110	7,528
7	007 ANG_E1-E4_TPU_FEMALE_MARR_CHILD	1,709	306
8	008 ANG_E1-E4_TPU_FEMALE_MARR_NOCHILD	1,954	327
9	009 ANG_E1-E4_AGR_ALLGen_ALL_FAMILY	394	41
10	010 ANG_E1-E4_MIL_MALE_SING_CHILD	372	34
11	011 ANG_E1-E4_MIL_MALE_SING_NOCHILD	2,365	213
12	012 ANG_E1-E4_MIL_MALE_MARR_CHILD	815	66
13	013 ANG_E1-E4_MIL_MALE_MARR_NOCHILD	366	27
14	014 ANG_E1-E4_MIL_FEMALE_ALL_FAMILY	1,319	129
15	015 ANG_E5-E9_TPU_MALE_SING_CHILD	8,336	760
16	016 ANG_E5-E9_TPU_MALE_SING_NOCHILD	22,295	1,958
17	017 ANG_E5-E9_TPU_MALE_MARR_CHILD	29,149	1,974
18	018 ANG_E5-E9_TPU_MALE_MARR_NOCHILD	8,192	502
19	019 ANG_E5-E9_TPU_FEMALE_SING_CHILD	1,966	170
20	020 ANG_E5-E9_TPU_FEMALE_SING_NOCHILD	5,085	464
21	021 ANG_E5-E9_TPU_FEMALE_MARR_CHILD	2,480	185
22	022 ANG_E5-E9_TPU_FEMALE_MARR_NOCHILD	1,410	113
23	023 ANG_E5-E9_AGR_MALE_SING_CHILD	2,241	147
24	024 ANG_E5-E9_AGR_MALE_SING_NOCHILD	1,962	123
25	025 ANG_E5-E9_AGR_MALE_MARR_CHILD	11,630	532
26	026 ANG_E5-E9_AGR_MALE_MARR_NOCHILD	1,927	75
27	027 ANG_E5-E9_AGR_FEMALE_SING_CHILD	1,174	76
28	028 ANG_E5-E9_AGR_FEMALE_SING_NOCHILD	1,008	66
29	029 ANG_E5-E9_AGR_FEMALE_MARR_CHILD	1,734	98
30	030 ANG_E5-E9_AGR_FEMALE_MARR_NOCHILD	492	30
31	031 ANG_E5-E9_MIL_MALE_SING_CHILD	1,707	110
32	032 ANG_E5-E9_MIL_MALE_SING_NOCHILD	2,910	148
33	033 ANG_E5-E9_MIL_MALE_MARR_CHILD	6,785	320
34	034 ANG_E5-E9_MIL_MALE_MARR_NOCHILD	2,125	86
35	035 ANG_E5-E9_MIL_FEMALE_SING_CHILD	693	49
36	036 ANG_E5-E9_MIL_FEMALE_SING_NOCHILD	828	53
37	037 ANG_E5-E9_MIL_FEMALE_MARR_CHILD	702	53
38	038 ANG_E5-E9_MIL_FEMALE_MARR_NOCHILD	357	18
39	039 ANG_W1-O3_TPU_MALE_SING_CHILD	1,218	229
40	040 ANG_W1-O3_TPU_MALE_SING_NOCHILD	8,922	1,852
41	041 ANG_W1-O3_TPU_MALE_MARR_CHILD	8,291	1,276
42	042 ANG_W1-O3_TPU_MALE_MARR_NOCHILD	3,279	542
43	043 ANG_W1-O3_TPU_FEMALE_SING_CHILD	339	60
44	044 ANG_W1-O3_TPU_FEMALE_SING_NOCHILD	2,184	430
45	045 ANG_W1-O3_TPU_FEMALE_MARR_CHILD	770	140
46	046 ANG_W1-O3_TPU_FEMALE_MARR_NOCHILD	749	127
47	047 ANG_W1-O3_AGR_MALE_SINGLE	461	73
48	048 ANG_W1-O3_AGR_MALE_MARR_CHILD	1,792	203
49	049 ANG_W1-O3_AGR_MALE_MARR_NOCHILD	366	43
50	050 ANG_W1-O3_AGR_FEMALE_ALL_FAMILY	648	107
51	051 ANG_W1-O3_MIL_MALE_SINGLE	820	93
52	052 ANG_W1-O3_MIL_MALE_MARR_CHILD	2,202	192
53	053 ANG_W1-O3_MIL_MALE_MARR_NOCHILD	689	57
54	054 ANG_W1-O3_MIL_FEMALE_ALL_FAMILY	554	80
55	055 ANG_O4-O6_TPU_MALE_SING_CHILD	400	68
56	056 ANG_O4-O6_TPU_MALE_SING_NOCHILD	485	81
57	057 ANG_O4-O6_TPU_MALE_MARR_CHILD	4,502	660
58	058 ANG_O4-O6_TPU_MALE_MARR_NOCHILD	816	122
59	059 ANG_O4-O6_TPU_FEMALE_SINGLE	350	59
60	060 ANG_O4-O6_TPU_FEMALE_MARRIED	661	110
61	061 ANG_O4-O6_AGR_MALE_SINGLE	338	51
62	062 ANG_O4-O6_AGR_MALE_MARRIED	2,654	360
63	063 ANG_O4-O6_AGR_FEMALE_ALL_FAMILY	433	70
64	064 ANG_O4-O6_MIL_ALLGen_ALL_FAMILY	1,667	222
65	065 AR__E1-E4_TPU_MALE_SING_CHILD	2,373	488
66	066 AR__E1-E4_TPU_MALE_SING_NOCHILD	42,415	9,430
67	067 AR__E1-E4_TPU_MALE_MARR_CHILD	7,219	991
68	068 AR__E1-E4_TPU_MALE_MARR_NOCHILD	5,744	1,011
69	069 AR__E1-E4_TPU_FEMALE_SING_CHILD	2,178	476
70	070 AR__E1-E4_TPU_FEMALE_SING_NOCHILD	14,993	3,278
71	071 AR__E1-E4_TPU_FEMALE_MARR_CHILD	1,961	361
72	072 AR__E1-E4_TPU_FEMALE_MARR_NOCHILD	2,258	389
73	073 AR__E1-E4_AGR_ALLGen_ALL_FAMILY	338	44
74	074 AR__E1-E4_MIL/IMA_ALLGen_SINGLE	443	44
75	075 AR__E1-E4_MIL/IMA_ALLGen_MARRIED	302	27
76	076 AR__E5-E9_TPU_MALE_SING_CHILD	4,178	376
77	077 AR__E5-E9_TPU_MALE_SING_NOCHILD	11,660	1,093
78	078 AR__E5-E9_TPU_MALE_MARR_CHILD	19,084	1,438
79	079 AR__E5-E9_TPU_MALE_MARR_NOCHILD	6,033	412
80	080 AR__E5-E9_TPU_FEMALE_SING_CHILD	1,853	165
81	081 AR__E5-E9_TPU_FEMALE_SING_NOCHILD	3,954	374
82	082 AR__E5-E9_TPU_FEMALE_MARR_CHILD	2,806	254
83	083 AR__E5-E9_TPU_FEMALE_MARR_NOCHILD	1,595	124
84	084 AR__E5-E9_AGR_MALE_SING_CHILD	977	69
85	085 AR__E5-E9_AGR_MALE_SING_NOCHILD	999	105
86	086 AR__E5-E9_AGR_MALE_MARR_CHILD	5,100	343
87	087 AR__E5-E9_AGR_MALE_MARR_NOCHILD	920	62
88	088 AR__E5-E9_AGR_FEMALE_SING_CHILD	855	68
89	089 AR__E5-E9_AGR_FEMALE_SING_NOCHILD	729	51
90	090 AR__E5-E9_AGR_FEMALE_MARR_CHILD	1,110	88
91	091 AR__E5-E9_AGR_FEMALE_MARR_NOCHILD	362	31
92	092 AR__E5-E9_MIL_MALE_SING_CHILD	486	34
93	093 AR__E5-E9_MIL_MALE_SING_NOCHILD	672	43
94	094 AR__E5-E9_MIL_MALE_MARR_CHILD	2,148	125
95	095 AR__E5-E9_MIL_MALE_MARR_NOCHILD	643	34
96	096 AR__E5-E9_MIL_FEMALE_SING_CHILD	484	30
97	097 AR__E5-E9_MIL_FEMALE_SING_NOCHILD	459	28
98	098 AR__E5-E9_MIL_FEMALE_MARRIED	849	65
99	099 AR__E5-E9_IMA_ALLGen_ALL_FAMILY	554	69
100	100 AR__W1-O3_TPU_MALE_SING_CHILD	667	118
101	101 AR__W1-O3_TPU_MALE_SING_NOCHILD	5,413	1,081
102	102 AR__W1-O3_TPU_MALE_MARR_CHILD	5,158	823
103	103 AR__W1-O3_TPU_MALE_MARR_NOCHILD	2,423	428
104	104 AR__W1-O3_TPU_FEMALE_SING_CHILD	489	110
105	105 AR__W1-O3_TPU_FEMALE_SING_NOCHILD	2,438	522
106	106 AR__W1-O3_TPU_FEMALE_MARR_CHILD	1,159	230
107	107 AR__W1-O3_TPU_FEMALE_MARR_NOCHILD	1,140	233
108	108 AR__W1-O3_AGR_MALE_ALL_FAMILY	1,122	135
109	109 AR__W1-O3_AGR_FEMALE_ALL_FAMILY	333	50
110	110 AR__W1-O3_MIL_ALLGen_ALL_FAMILY	788	110
111	111 AR__W1-O3_IMA_ALLGen_ALL_FAMILY	460	92
112	112 AR__O4-O6_TPU_MALE_SING_CHILD	667	74
113	113 AR__O4-O6_TPU_MALE_SING_NOCHILD	1,058	106
114	114 AR__O4-O6_TPU_MALE_MARR_CHILD	6,568	625
115	115 AR__O4-O6_TPU_MALE_MARR_NOCHILD	1,488	143
116	116 AR__O4-O6_TPU_FEMALE_SING_CHILD	307	46
117	117 AR__O4-O6_TPU_FEMALE_SING_NOCHILD	728	78
118	118 AR__O4-O6_TPU_FEMALE_MARR_CHILD	1,132	128
119	119 AR__O4-O6_TPU_FEMALE_MARR_NOCHILD	574	69
120	120 AR__O4-O6_AGR_MALE_ALL_FAMILY	2,161	197
121	121 AR__O4-O6_AGR_FEMALE_ALL_FAMILY	675	72
122	122 AR__O4-O6_MIL_ALLGen_ALL_FAMILY	390	36
123	123 AR__O4-O6_IMA_ALLGen_SINGLE	429	65
124	124 AR__O4-O6_IMA_ALLGen_MARRIED	1,375	184
125	125 NR__E1-E4_TPU_MALE_SING_CHILD	304	207
126	126 NR__E1-E4_TPU_MALE_SING_NOCHILD	4,687	2,959
127	127 NR__E1-E4_TPU_MALE_MARR_CHILD	901	351
128	128 NR__E1-E4_TPU_MALE_MARR_NOCHILD	823	398
129	129 NR__E1-E4_TPU_FEMALE_SING_CHILD	344	242
130	130 NR__E1-E4_TPU_FEMALE_SING_NOCHILD	1,674	841
131	131 NR__E1-E4_TPU_FEMALE_MARR_CHILD	384	189
132	132 NR__E1-E4_TPU_FEMALE_MARR_NOCHILD	366	185
133	133 NR__E1-E4_AGR/IMA_MALE_SINGLE	949	526
134	134 NR__E1-E4_AGR/IMA_MALE_MARRIED	374	201
135	135 NR__E1-E4_AGR_FEMALE_ALL_FAMILY	391	240
136	136 NR__E5-E9_TPU_MALE_SING_CHILD	2,019	305
137	137 NR__E5-E9_TPU_MALE_SING_NOCHILD	6,451	1,083
138	138 NR__E5-E9_TPU_MALE_MARR_CHILD	8,349	1,171
139	139 NR__E5-E9_TPU_MALE_MARR_NOCHILD	2,852	396
140	140 NR__E5-E9_TPU_FEMALE_SING_CHILD	1,286	215
141	141 NR__E5-E9_TPU_FEMALE_SING_NOCHILD	2,414	429
142	142 NR__E5-E9_TPU_FEMALE_MARR_CHILD	1,704	280
143	143 NR__E5-E9_TPU_FEMALE_MARR_NOCHILD	992	146
144	144 NR__E5-E9_AGR/IMA_MALE_SING_CHILD	344	81
145	145 NR__E5-E9_AGR/IMA_MALE_SING_NOCHILD	1,113	191
146	146 NR__E5-E9_AGR/IMA_MALE_MARR_CHILD	2,591	434
147	147 NR__E5-E9_AGR_MALE_MARR_NOCHILD	865	137
148	148 NR__E5-E9_AGR/IMA_FEMALE_SING_CHILD	424	71
149	149 NR__E5-E9_AGR/IMA_FEMALE_SING_NOCHILD	467	127
150	150 NR__E5-E9_AGR/IMA_FEMALE_MARR_CHILD	753	151
151	151 NR__E5-E9_AGR/IMA_FEMALE_MARR_NOCHILD	298	65
152	152 NR__W1-O3_TPU_ALLGen_SING_CHILD	348	174
153	153 NR__W1-O3_TPU_MALE_SING_NOCHILD	832	398
154	154 NR__W1-O3_TPU_MALE_MARR_CHILD	1,453	631
155	155 NR__W1-O3_TPU_MALE_MARR_NOCHILD	517	225
156	156 NR__W1-O3_TPU_FEMALE_SING_NOCHILD	436	244
157	157 NR__W1-O3_TPU_FEMALE_MARRIED	507	243
158	158 NR__W1-O3_AGR/IMA_ALLGen_ALL_FAMILY	309	162
159	159 NR__O4-O6_TPU_MALE_SING_CHILD	352	63
160	160 NR__O4-O6_TPU_MALE_SING_NOCHILD	911	153
161	161 NR__O4-O6_TPU_MALE_MARR_CHILD	4,699	762
162	162 NR__O4-O6_TPU_MALE_MARR_NOCHILD	1,078	168
163	163 NR__O4-O6_TPU_FEMALE_SINGLE	561	108
164	164 NR__O4-O6_TPU_FEMALE_MARR_CHILD	670	131
165	165 NR__O4-O6_TPU_FEMALE_MARR_NOCHILD	303	48
166	166 NR__O4-O6_AGR/IMA_ALLGen_ALL_FAMILY	1,392	232
167	167 MCR_E1-E4_TPU_MALE_SINGLE	20,314	11,152
168	168 MCR_E1-E4_TPU_MALE_MARR_CHILD	591	404
169	169 MCR_E1-E4_TPU_MALE_MARR_NOCHILD	1,235	535
170	170 MCR_E1-E4_TPU_FEMALE_ALL_FAMILY	566	211
171	171 MCR_E1-E4_AGR/IMA_ALLGen_ALL_FAMILY	443	87
172	172 MCR_E5-E9_TPU_ALLGen_SING_CHILD	359	336
173	173 MCR_E5-E9_TPU_ALLGen_SING_NOCHILD	2,464	2,464
174	174 MCR_E5-E9_TPU_ALLGen_MARR_CHILD	1,766	1,476
175	175 MCR_E5-E9_TPU_ALLGen_MARR_NOCHILD	833	833
176	176 MCR_E5-E9_AGR_ALLGen_SINGLE	393	315
177	177 MCR_E5-E9_AGR_ALLGen_MARRIED	1,179	932
178	178 MCR_E5-E9_IMA_ALLGen_ALL_FAMILY	841	593
179	179 MCR_W1-O3_TPU_ALLGen_SINGLE	677	677
180	180 MCR_W1-O3_TPU_ALLGen_MARRIED	656	656
181	181 MCR_W1-O3_AGR/IMA_ALLGen_ALL_FAMILY	342	342
182	182 MCR_O4-O6_TPU_ALLGen_ALL_FAMILY	1,080	965
183	183 MCR_O4-O6_AGR/IMA_ALLGen_ALL_FAMILY	1,714	1,576
184	184 AFG_E1-E4_TPU_MALE_SING_CHILD	540	63
185	185 AFG_E1-E4_TPU_MALE_SING_NOCHILD	14,171	1,506
186	186 AFG_E1-E4_TPU_MALE_MARR_CHILD	2,116	194
187	187 AFG_E1-E4_TPU_MALE_MARR_NOCHILD	1,648	167
188	188 AFG_E1-E4_TPU_FEMALE_SING_CHILD	411	45
189	189 AFG_E1-E4_TPU_FEMALE_SING_NOCHILD	5,252	545
190	190 AFG_E1-E4_TPU_FEMALE_MARR_CHILD	527	45
191	191 AFG_E1-E4_TPU_FEMALE_MARR_NOCHILD	688	79
192	192 AFG_E1-E4_AGR_MALE_ALL_FAMILY	617	50
193	193 AFG_E1-E4_AGR_FEMALE_ALL_FAMILY	342	27
194	194 AFG_E1-E4_MIL_MALE_SINGLE	1,513	127
195	195 AFG_E1-E4_MIL_MALE_MARRIED	478	33
196	196 AFG_E1-E4_MIL_FEMALE_ALL_FAMILY	723	63
197	197 AFG_E5-E9_TPU_MALE_SING_CHILD	2,024	130
198	198 AFG_E5-E9_TPU_MALE_SING_NOCHILD	6,703	414
199	199 AFG_E5-E9_TPU_MALE_MARR_CHILD	13,022	644
200	200 AFG_E5-E9_TPU_MALE_MARR_NOCHILD	4,079	209
201	201 AFG_E5-E9_TPU_FEMALE_SING_CHILD	951	63
202	202 AFG_E5-E9_TPU_FEMALE_SING_NOCHILD	2,163	139
203	203 AFG_E5-E9_TPU_FEMALE_MARR_CHILD	2,159	117
204	204 AFG_E5-E9_TPU_FEMALE_MARR_NOCHILD	1,108	63
205	205 AFG_E5-E9_AGR_MALE_SING_CHILD	861	46
206	206 AFG_E5-E9_AGR_MALE_SING_NOCHILD	1,475	75
207	207 AFG_E5-E9_AGR_MALE_MARR_CHILD	6,091	260
208	208 AFG_E5-E9_AGR_MALE_MARR_NOCHILD	1,355	58
209	209 AFG_E5-E9_AGR_FEMALE_SING_CHILD	588	38
210	210 AFG_E5-E9_AGR_FEMALE_SING_NOCHILD	683	38
211	211 AFG_E5-E9_AGR_FEMALE_MARR_CHILD	1,505	68
212	212 AFG_E5-E9_AGR_FEMALE_MARR_NOCHILD	435	23
213	213 AFG_E5-E9_MIL_MALE_SING_CHILD	1,185	58
214	214 AFG_E5-E9_MIL_MALE_SING_NOCHILD	3,059	140
215	215 AFG_E5-E9_MIL_MALE_MARR_CHILD	7,309	272
216	216 AFG_E5-E9_MIL_MALE_MARR_NOCHILD	2,655	93
217	217 AFG_E5-E9_MIL_FEMALE_SING_CHILD	446	27
218	218 AFG_E5-E9_MIL_FEMALE_SING_NOCHILD	751	40
219	219 AFG_E5-E9_MIL_FEMALE_MARR_CHILD	920	44
220	220 AFG_E5-E9_MIL_FEMALE_MARR_NOCHILD	401	15
221	221 AFG_W1-O3_TPU_MALE_SINGLE	1,092	470
222	222 AFG_W1-O3_TPU_MALE_MARR_CHILD	1,794	655
223	223 AFG_W1-O3_TPU_MALE_MARR_NOCHILD	628	273
224	224 AFG_W1-O3_TPU_FEMALE_SINGLE	450	187
225	225 AFG_W1-O3_TPU_FEMALE_MARRIED	687	288
226	226 AFG_W1-O3_AGR_ALLGen_ALL_FAMILY	535	222
227	227 AFG_W1-O3_MIL_ALLGen_ALL_FAMILY	1,037	354
228	228 AFG_O4-O6_TPU_MALE_SINGLE	602	132
229	229 AFG_O4-O6_TPU_MALE_MARR_CHILD	3,308	685
230	230 AFG_O4-O6_TPU_MALE_MARR_NOCHILD	583	111
231	231 AFG_O4-O6_TPU_FEMALE_ALL_FAMILY	1,066	223
232	232 AFG_O4-O6_AGR_ALLGen_ALL_FAMILY	2,218	414
233	233 AFG_O4-O6_MIL_MALE_ALL_FAMILY	1,530	272
234	234 AFG_O4-O6_MIL_FEMALE_ALL_FAMILY	373	66
235	235 AFR_E1-E4_TPU_MALE_SING_CHILD	433	77
236	236 AFR_E1-E4_TPU_MALE_SING_NOCHILD	7,856	1,506
237	237 AFR_E1-E4_TPU_MALE_MARR_CHILD	1,616	268
238	238 AFR_E1-E4_TPU_MALE_MARR_NOCHILD	1,241	195
239	239 AFR_E1-E4_TPU_FEMALE_SING_CHILD	522	103
240	240 AFR_E1-E4_TPU_FEMALE_SING_NOCHILD	4,014	691
241	241 AFR_E1-E4_TPU_FEMALE_MARR_CHILD	577	111
242	242 AFR_E1-E4_TPU_FEMALE_MARR_NOCHILD	711	115
243	243 AFR_E1-E4_AGR/MIL/IMA_ALLGen_ALL_FAMILY	938	180
244	244 AFR_E5-E9_TPU_MALE_SING_CHILD	1,571	152
245	245 AFR_E5-E9_TPU_MALE_SING_NOCHILD	4,897	504
246	246 AFR_E5-E9_TPU_MALE_MARR_CHILD	9,122	749
247	247 AFR_E5-E9_TPU_MALE_MARR_NOCHILD	2,807	247
248	248 AFR_E5-E9_TPU_FEMALE_SING_CHILD	1,137	122
249	249 AFR_E5-E9_TPU_FEMALE_SING_NOCHILD	2,110	193
250	250 AFR_E5-E9_TPU_FEMALE_MARR_CHILD	2,111	187
251	251 AFR_E5-E9_TPU_FEMALE_MARR_NOCHILD	1,082	102
252	252 AFR_E5-E9_AGR_MALE_SINGLE	487	41
253	253 AFR_E5-E9_AGR_MALE_MARRIED	1,406	103
254	254 AFR_E5-E9_AGR_FEMALE_SINGLE	299	31
255	255 AFR_E5-E9_AGR_FEMALE_MARRIED	398	32
256	256 AFR_E5-E9_MIL_MALE_SING_CHILD	512	45
257	257 AFR_E5-E9_MIL_MALE_SING_NOCHILD	1,151	87
258	258 AFR_E5-E9_MIL_MALE_MARR_CHILD	2,862	195
259	259 AFR_E5-E9_MIL_MALE_MARR_NOCHILD	1,021	62
260	260 AFR_E5-E9_MIL_FEMALE_SINGLE	650	50
261	261 AFR_E5-E9_MIL_FEMALE_MARRIED	664	65
262	262 AFR_E5-E9_IMA_MALE_SINGLE	518	98
263	263 AFR_E5-E9_IMA_MALE_MARRIED	1,217	174
264	264 AFR_E5-E9_IMA_FEMALE_SINGLE	347	63
265	265 AFR_E5-E9_IMA_FEMALE_MARRIED	548	90
266	266 AFR_W1-O3_TPU_MALE_SINGLE	675	465
267	267 AFR_W1-O3_TPU_MALE_MARR_CHILD	809	513
268	268 AFR_W1-O3_TPU_MALE_MARR_NOCHILD	369	242
269	269 AFR_W1-O3_TPU_FEMALE_SINGLE	433	269
270	270 AFR_W1-O3_TPU_FEMALE_MARRIED	493	346
271	271 AFR_W1-O3_AGR/MIL_ALLGen_ALL_FAMILY	480	343
272	272 AFR_W1-O3_IMA_ALLGen_ALL_FAMILY	862	529
273	273 AFR_O4-O6_TPU_MALE_SINGLE	570	114
274	274 AFR_O4-O6_TPU_MALE_MARR_CHILD	2,575	499
275	275 AFR_O4-O6_TPU_MALE_MARR_NOCHILD	430	77
276	276 AFR_O4-O6_TPU_FEMALE_SINGLE	322	54
277	277 AFR_O4-O6_TPU_FEMALE_MARRIED	761	136
278	278 AFR_O4-O6_AGR_ALLGen_ALL_FAMILY	1,140	193
279	279 AFR_O4-O6_MIL_ALLGen_ALL_FAMILY	1,127	179
280	280 AFR_O4-O6_IMA_MALE_SINGLE	344	73
281	281 AFR_O4-O6_IMA_MALE_MARR_CHILD	1,723	335
282	282 AFR_O4-O6_IMA_MALE_MARR_NOCHILD	339	68
283	283 AFR_O4-O6_IMA_FEMALE_ALL_FAMILY	1,101	225
284	284 CGR_E1-E4_TPU_ALLGen_SINGLE	698	698
285	285 CGR_E1-E4_TPU_ALLGen_MARRIED	437	437
286	286 CGR_E5-E9_TPU_ALLGen_SING_CHILD	320	320
287	287 CGR_E5-E9_TPU_ALLGen_SING_NOCHILD	869	869
288	288 CGR_E5-E9_TPU_ALLGen_MARR_CHILD	2,171	2,171
289	289 CGR_E5-E9_TPU_ALLGen_MARR_NOCHILD	711	711
290	290 CGR_W1-O3_TPU_ALLGen_ALL_FAMILY	542	542
291	291 CGR_O4-O6_TPU_ALLGen_ALL_FAMILY	467	467

14