0704-0616_ssb_2.22.22

0704-0616_SSB_2.22.22.docx

Status of the Forces Survey of Reserve Component Members

OMB: 0704-0616

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SUPPORTING STATEMENT – PART B

B.  COLLECTIONS OF INFORMATION EMPLOYING STATISTICAL METHODS

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.

Note that the 2021 Status of the Forces Survey of Reserve Component Members (SOFR) did not field in 2021 due to unforeseen approval leading to a short window to field OPA surveys in 2021. Rather than field two surveys to the same population at the same time, it was decided to move the SOFR to 2022. The SOFR is now scheduled to field in June of 2022. Since the approval of the 2021 SOFR, we have decided to include a paper survey option in addition to the web survey for the 2022 SOFR. This decision was made based on the increase in response rates for the 2021 Survey of Active Duty Spouses. We hope that also providing the option of a paper survey will help to increase the response rates of the SOFR.

The population of interest for the 2022 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 15%. We plan to use paper surveys in 2022 and look into using text messages but are unable to implement these techniques this year.

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 as well as a paper survey option. Reminder letters and emails to non-respondents are used to maximize response rates. QR codes will also be included on the postal letters. 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 2023. Historically OPA has found little evidence of significant NRB during these studies. 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 2022 - 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


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