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    Home / Central Data Catalog / EGY_LFS_2011_HD_V1 / variable [V2332]
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Labor Force Survey, LFS 2011

Egypt, 2011
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Reference ID
EGY_LFS_2011_HD_V1
Producer(s)
Economic Research Forum, Central Agency For Public Mobilization & Statistics
Collections
Labor Force Surveys ERF Harmonized Datasets
Metadata
DDI/XML JSON
Created on
Apr 24, 2017
Last modified
May 20, 2018
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  • Study Description
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  • Egypt 2011-LFS
    HH-V1
  • Egypt 2011-LFS
    IND-V1

Occupation classification of the main job [ISCO 1988-4 digits] (OCC_ISCO88_4)

Data file: Egypt 2011-LFS IND-V1

Overview

Valid: 109387
Valid (weighted): 23668354.622
Invalid: 262997
Invalid (weighted): 56727452.258
Type: Discrete
Decimal: 0
Start: 100
End: 103
Width: 4
Range: 110 - 9999
Format: Numeric
Weighted variable: V2302

Questions and instructions

Categories
Value Category Cases Weighted
110 Armed forces 0 0
0%
1110 Legislators 0 0
0%
1120 Senior government officials 27 6433
0%
1130 Traditional chiefs and heads of villages 24 4989
0%
1141 Senior officials of political-party organizations 1 238
0%
1142 Senior officials of employers', workers' and other economic- 0 0
0%
1143 Senior officials of humanitarian and other special-interest 0 0
0%
1210 Directors and chief executives 1533 341180
1.4%
1221 Production and operations department managers in agriculture 82 17605
0.1%
1222 Production and operations department managers in manufacturi 474 106744
0.5%
1223 Production and operations department managers in constructio 60 14014
0.1%
1224 Production and operations department managers in wholesale a 2702 608513
2.6%
1225 Production and operations department managers in restaurants 149 34955
0.1%
1226 Production and operations department managers in transport, 71 15484
0.1%
1227 Production and operations department managers in business se 112 26729
0.1%
1228 Production and operations department managers in personal ca 10 2245
0%
1229 Production and operations department managers not elsewhere 191 42120
0.2%
1231 Finance and administration department managers 204 47283
0.2%
1232 Personnel and industrial relations department managers 0 0
0%
1233 Sales and marketing department managers 36 8498
0%
1234 Advertising and public relations department managers 10 2360
0%
1235 Supply and distribution department managers 8 1759
0%
1236 Computing services department managers 1 232
0%
1237 Research and development department managers 1 167
0%
1239 Other department managers not elsewhere classified 24 5867
0%
1311 General managers in agriculture, hunting, forestry/ and fish 10 2204
0%
1312 General managers in manufacturing 9 2136
0%
1313 General managers in construction 6 1441
0%
1314 General managers in wholesale and retail trade 3 633
0%
1315 General managers of restaurants and hotels 2 509
0%
1316 General managers in transport, storage and communications 5 1233
0%
1317 General managers of business services 0 0
0%
1318 General managers in personal care, cleaning and related serv 0 0
0%
1319 General managers not elsewhere classified 221 51227
0.2%
2111 Physicists and astronomers 2 503
0%
2112 Meteorologists 0 0
0%
2113 Chemists 82 18756
0.1%
2114 Geologists and geophysicists 3 719
0%
2121 Mathematicians and related professionals 2 432
0%
2122 Statisticians 2 455
0%
2131 Computer systems designers and analysts 10 2376
0%
2132 Computer programmers 33 7648
0%
2139 Computing professionals not elsewhere classified 20 4754
0%
2141 Architects, town and traffic planners 127 30020
0.1%
2142 Civil engineers 120 27758
0.1%
2143 Electrical engineers 132 30007
0.1%
2144 Electronics and telecommunications engineers 123 28635
0.1%
2145 Mechanical engineers 119 27473
0.1%
2146 Chemical engineers 17 3791
0%
2147 Mining engineers, metallurgists and related professionals 31 7028
0%
2148 Cartographers and surveyors 12 2733
0%
2149 Architects, engineers and related professionals not elsewher 347 80657
0.3%
2211 Biologists, botanists, zoologists and related professionals 1 198
0%
2212 Pharmacologists, pathologists and related professionals 0 0
0%
2213 Agronomists and related professionals 384 83898
0.4%
2221 Medical doctors 524 120520
0.5%
2222 Dentists 74 17172
0.1%
2223 Veterinarians 100 22776
0.1%
2224 Pharmacists 243 55410
0.2%
2229 Health professionals (except nursing) not elsewhere classifi 0 0
0%
2230 Nursing and midwifery professionals 10 2104
0%
2310 College, university and higher education teaching profession 278 64058
0.3%
2320 Secondary education teaching professionals 1254 272375
1.2%
2331 Primary education teaching professionals 4588 986693
4.2%
2332 Pre-primary education teaching professionals 183 39678
0.2%
2340 Special education teaching professionals 18 3859
0%
2351 Education methods specialists 46 10227
0%
2352 School inspectors 354 77290
0.3%
2359 Other teaching professionals not elsewhere classified 117 25233
0.1%
2411 Accountants 2379 548094
2.3%
2412 Personnel and careers professionals 99 23311
0.1%
2419 Business professionals not elsewhere classified 16 3835
0%
2421 Lawyers 1075 243532
1%
2422 Judges 36 8406
0%
2429 Legal professionals not elsewhere classified 160 34970
0.1%
2431 Archivists and curators 1 225
0%
2432 Librarians and related information professionals 129 28028
0.1%
2441 Economists 1 225
0%
2442 Sociologists, anthropologists and related professionals 7 1675
0%
2443 Philosophers, historians and political scientists 0 0
0%
2444 Philologists, translators and interpreters 36 8462
0%
2445 Psychologists 25 5295
0%
2446 Social work professionals 449 97614
0.4%
2451 Authors, journalists and other writers 98 23471
0.1%
2452 Sculptors, painters and related artists 18 4523
0%
2453 Composers, musicians and singers 17 3625
0%
2454 Choreographers and dancers 0 0
0%
2455 Film, stage and related actors and directors 18 4240
0%
2460 Religious professionals 236 50667
0.2%
3111 Chemical and physical science technicians 14 3209
0%
3112 Civil engineering technicians 65 14002
0.1%
3113 Electrical engineering technicians 451 99320
0.4%
3114 Electronics and telecommunications engineering technicians 100 22323
0.1%
3115 Mechanical engineering technicians 197 44066
0.2%
3116 Chemical engineering technicians 22 4964
0%
3117 Mining and metallurgical technicians 18 3909
0%
3118 Draughtspersons 16 3701
0%
3119 Physical and engineering science technicians not elsewhere c 1203 264932
1.1%
3121 Computer assistants 0 0
0%
3122 Computer equipment operators 131 29418
0.1%
3123 Industrial robot controllers 1 226
0%
3131 Photographers and image and sound recording equipment operat 66 15259
0.1%
3132 Broadcasting and telecommunications equipment operators 4 854
0%
3133 Medical equipment operators 34 7458
0%
3139 Optical and electronic equipment operators not elsewhere cla 1 225
0%
3141 Ships' engineers 4 836
0%
3142 Ships' deck officers and pilots 10 2063
0%
3143 Aircraft pilots and related associate professionals 2 455
0%
3144 Air traffic controllers 6 1693
0%
3145 Air traffic safety technicians 0 0
0%
3151 Building and fire inspectors 15 3391
0%
3152 Safety, health and quality inspectors 56 12609
0.1%
3211 Life science technicians 1 210
0%
3212 Agronomy and forestry technicians 31 6425
0%
3213 Farming and forestry advisers 160 33616
0.1%
3221 Medical assistants 101 21992
0.1%
3222 Sanitarians 70 14639
0.1%
3223 Dieticians and nutritionists 77 16997
0.1%
3224 Optometrists and opticians 7 1645
0%
3225 Dental assistants 18 3992
0%
3226 Physiotherapists and related associate professionals 3 609
0%
3227 Veterinary assistants 2 428
0%
3228 Pharmaceutical assistants 0 0
0%
3229 Modern health associate professionals (except nursing) not e 0 0
0%
3231 Nursing associate professionals 1074 233843
1%
3232 Midwifery associate professionals 0 0
0%
3241 Traditional medicine practitioners 0 0
0%
3242 Faith healers 0 0
0%
3310 Primary education teaching associate professionals 30 5978
0%
3320 Pre-primary education teaching associate professionals 3 632
0%
3330 Special education teaching associate professionals 0 0
0%
3340 Other teaching associate professionals 6 1376
0%
3411 Securities and finance dealers and brokers 9 2119
0%
3412 Insurance representatives 7 1534
0%
3413 Estate agents 40 9664
0%
3414 Travel consultants and organizers 15 3724
0%
3415 Technical and commercial sales representatives 18 3956
0%
3416 Buyers 11 2510
0%
3417 Appraisers, valuers and auctioneers 0 0
0%
3419 Finance and sales associate professionals not elsewhere clas 1 215
0%
3421 Trade brokers 1 188
0%
3422 Clearing and forwarding agents 50 10611
0%
3423 Employment agents and labor contractors 209 47053
0.2%
3429 Business services agents and trade brokers not elsewhere cla 26 5867
0%
3431 Administrative secretaries and related associate professiona 2301 493706
2.1%
3432 Legal and related business associate professionals 86 18412
0.1%
3433 Bookkeepers 42 8059
0%
3434 Statistical, mathematical and related associate professional 17 3657
0%
3439 Administrative associate professionals not elsewhere classif 132 29318
0.1%
3441 Customs and border inspectors 12 2518
0%
3442 Government tax and excise officials 126 27809
0.1%
3443 Government social benefits officials 5 1152
0%
3444 Government licensing officials 2 443
0%
3449 Customs, tax and related government associate professionals 1672 375232
1.6%
3450 Police inspectors and detectives 7 1457
0%
3460 Social work associate professionals 1 219
0%
3471 Decorators and commercial designers 49 11651
0%
3472 Radio, television and other announcers 17 3835
0%
3473 Street, night-club and related musicians, singers and dancer 18 4015
0%
3474 Clowns, magicians, acrobats and related associate profession 6 1437
0%
3475 Athletes, sportspersons and related associate professionals 76 17403
0.1%
3480 Religious associate professionals 178 37391
0.2%
4111 Stenographers and typists 0 0
0%
4112 Word-processor and related operators 1 205
0%
4113 Data entry operators 61 13660
0.1%
4114 Calculating-machine operators 0 0
0%
4115 Secretaries 326 72720
0.3%
4121 Accounting and bookkeeping clerks 512 112567
0.5%
4122 Statistical and finance clerks 24 4977
0%
4131 Stock clerks 293 64465
0.3%
4132 Production clerks 1 219
0%
4133 Transport clerks 4 847
0%
4141 Library and filing clerks 17 3730
0%
4142 Mail carriers and sorting clerks 138 30547
0.1%
4143 Coding, proof-reading and related clerks 0 0
0%
4144 Scribes and related workers 6 1439
0%
4190 Other office clerks 1145 264129
1.1%
4211 Cashiers and ticket clerks 293 62202
0.3%
4212 Tellers and other counter clerks 55 12626
0.1%
4213 Bookmakers and croupiers 0 0
0%
4214 Pawnbrokers and money-lenders 0 0
0%
4215 Debt-collectors and related workers 14 2957
0%
4221 Travel agency and related clerks 14 4212
0%
4222 Receptionists and information clerks 131 30672
0.1%
4223 Telephone switchboard operators 97 20993
0.1%
5111 Travel attendants and travel stewards 30 7527
0%
5112 Transport conductors 41 9577
0%
5113 Travel guides 73 19399
0.1%
5121 Housekeepers and related workers 68 16454
0.1%
5122 Cooks 324 72098
0.3%
5123 Waiters, waitresses and bartenders 1030 234919
1%
5131 Child-care workers 47 10138
0%
5132 Institution-based personal care workers 31 6424
0%
5133 Home-based personal care workers 1 227
0%
5139 Personal care and related workers not elsewhere classified 9 2013
0%
5141 Hairdressers, barbers, beauticians and related workers 501 109787
0.5%
5142 Companions and valets 5 1155
0%
5143 Undertakers and embalmers 3 672
0%
5149 Other personal services workers not elsewhere classified 116 25260
0.1%
5151 Astrologers and related workers 0 0
0%
5152 Fortune-tellers, palmists and related workers 0 0
0%
5161 Fire-fighters 11 2433
0%
5162 Police officers 1629 342897
1.4%
5163 Prison guards 0 0
0%
5169 Protective services workers not elsewhere classified 35 7379
0%
5210 Fashion and other models 0 0
0%
5220 Shop salespersons and demonstrators 3803 844854
3.6%
5230 Stall and market salespersons 428 93218
0.4%
6111 Field crop and vegetable growers 5852 1156153
4.9%
6112 Tree and shrub crop growers 85 19282
0.1%
6113 Gardeners, horticultural and nursery growers 16 3533
0%
6114 Mixed-crop growers 18718 3931079
16.6%
6121 Dairy and livestock producers 1539 334226
1.4%
6122 Poultry producers 91 19488
0.1%
6123 Apiarists and sericulturists 0 0
0%
6124 Mixed-animal producers 1 208
0%
6129 Market-oriented animal producers and related workers not els 5565 1165657
4.9%
6130 Market-oriented crop and animal producers 7 1391
0%
6141 Forestry workers and loggers 1 254
0%
6142 Charcoal burners and related workers 1 210
0%
6151 Aquatic-life cultivation workers 4 820
0%
6152 Inland and coastal waters fishery workers 353 78507
0.3%
6153 Deep-sea fishery workers 4 1480
0%
6154 Hunters and trappers 1 207
0%
6210 Subsistence agricultural and fishery workers 2 396
0%
7111 Miners and quarry workers 46 9517
0%
7112 Shotfirers and blasters 0 0
0%
7113 Stone splitters, cutters and carvers 132 27529
0.1%
7121 Builders, traditional materials 74 15969
0.1%
7122 Bricklayers and stonemasons 5806 1203616
5.1%
7123 Concrete placers, concrete finishers and related workers 1871 406721
1.7%
7124 Carpenters and joiners 1595 347609
1.5%
7129 Building frame and related trades workers not elsewhere clas 3 658
0%
7131 Roofers 2 465
0%
7132 Floor layers and tile setters 333 72350
0.3%
7133 Plasterers 1 254
0%
7134 Insulation workers 1 254
0%
7135 Glaziers 25 5149
0%
7136 Plumbers and pipe fitters 544 121930
0.5%
7137 Building and related electricians 571 126005
0.5%
7141 Painters and related workers 998 222360
0.9%
7142 Varnishers and related painters 334 75124
0.3%
7143 Building structure cleaners 16 4353
0%
7211 Metal molders and coremakers 6 1427
0%
7212 Welders and flamecutters 191 42667
0.2%
7213 Sheet metal workers 260 57858
0.2%
7214 Structural-metal preparers and erectors 1 197
0%
7215 Riggers and cable splicers 2 443
0%
7216 Underwater workers 1 253
0%
7221 Blacksmiths, hammer-smiths and forging-press workers 330 73657
0.3%
7222 Tool-makers and related workers 49 10761
0%
7223 Machine-tool setters and setter-operators 166 37237
0.2%
7224 Metal wheel-grinders, polishers and tool sharpeners 1 201
0%
7231 Motor vehicle mechanics and fitters 899 200686
0.8%
7232 Aircraft engine mechanics and fitters 0 0
0%
7233 Agricultural- or industrial-machinery mechanics and fitters 9 1907
0%
7241 Electrical mechanics and fitters 476 108000
0.5%
7242 Electronics fitters 13 2992
0%
7243 Electronics mechanics and servicers 55 12136
0.1%
7244 Telegraph and telephone installers and servicers 10 2085
0%
7245 Electrical line installers, repairers and cable jointers 32 7027
0%
7311 Precision-instrument makers and repairers 27 6099
0%
7312 Musical instrument makers and tuners 0 0
0%
7313 Jewellery and precious-metal workers 21 4874
0%
7321 Abrasive wheel formers, potters and related workers 427 93293
0.4%
7322 Glass makers, cutters, grinders and finishers 134 28883
0.1%
7323 Glass engravers and etchers 5 1074
0%
7324 Glass, ceramics and related decorative painters 2 451
0%
7331 Handicraft workers in wood and related materials 16 3592
0%
7332 Handicraft workers in textile, leather and related materials 2 470
0%
7341 Compositors, typesetters and related workers 105 24337
0.1%
7342 Stereotypers and electrotypers 0 0
0%
7343 Printing engravers and etchers 0 0
0%
7344 Photographic and related workers 12 2599
0%
7345 Bookbinders and related workers 7 1568
0%
7346 Silk-screen, block and textile printers 4 862
0%
7411 Butchers, fishmongers and related food preparers 213 47688
0.2%
7412 Bakers, pastry-cooks and confectionery makers 660 142135
0.6%
7413 Dairy-products makers 161 31834
0.1%
7414 Fruit, vegetable and related preservers 46 9917
0%
7415 Food and beverage tasters and graders 59 13171
0.1%
7416 Tobacco preparers and tobacco products makers 17 3913
0%
7421 Wood treaters 0 0
0%
7422 Cabinet makers and related workers 594 133182
0.6%
7423 Woodworking machine setters and setter-operators 7 1682
0%
7424 Basketry weavers, brush makers and related workers 75 15635
0.1%
7431 Fiber preparers 22 4731
0%
7432 Weavers, knitters and related workers 31 6620
0%
7433 Tailors, dressmakers and hatters 415 90096
0.4%
7434 Furriers and related workers 0 0
0%
7435 Textile, leather and related pattern-makers and cutters 16 3448
0%
7436 Sewers, embroiderers and related workers 15 3395
0%
7437 Upholsterers and related workers 195 43988
0.2%
7441 Pelt dressers, tanners and fellmongers 16 3808
0%
7442 Shoe-makers and related workers 128 29610
0.1%
8111 Mining-plant operators 0 0
0%
8112 Mineral-ore- and stone-processing-plant operators 0 0
0%
8113 Well drillers and borers and related workers 10 2141
0%
8121 Ore and metal furnace operators 1 254
0%
8122 Metal melters, casters and rolling-mill operators 43 9487
0%
8123 Metal-heat-treating-plant operators 0 0
0%
8124 Metal drawers and extruders 9 2041
0%
8131 Glass and ceramics kiln and related machine operators 0 0
0%
8139 Glass, ceramics and related plant operators not elsewhere cl 1 219
0%
8141 Wood-processing-plant operators 2 406
0%
8142 Paper-pulp plant operators 0 0
0%
8143 Papermaking-plant operators 6 1334
0%
8151 Crushing-, grinding- and chemical-mixing-machinery operators 11 2768
0%
8152 Chemical-heat-treating-plant operators 18 3667
0%
8153 Chemical-filtering- and separating-equipment operators 0 0
0%
8154 Chemical-still and reactor operators (except petroleum and n 0 0
0%
8155 Petroleum- and natural-gas-refining-plant operators 45 9416
0%
8159 Chemical-processing-plant operators not elsewhere classified 46 9837
0%
8161 Power-production plant operators 3 689
0%
8162 Steam-engine and boiler operators 1 219
0%
8163 Incinerator, water-treatment and related plant operators 63 14182
0.1%
8171 Automated-assembly-line operators 96 21030
0.1%
8172 Industrial-robot operators 0 0
0%
8211 Machine-tool operators 83 18587
0.1%
8212 Cement and other mineral products machine operators 150 34368
0.1%
8221 Pharmaceutical- and toiletry-products machine operators 18 3974
0%
8222 Ammunition- and explosive-products machine operators 1 218
0%
8223 Metal finishing-, plating- and coating-machine operators 1 225
0%
8224 Photographic-products machine operators 0 0
0%
8229 Chemical-products machine operators not elsewhere classified 18 3826
0%
8231 Rubber-products machine operators 4 840
0%
8232 Plastic-products machine operators 153 33472
0.1%
8240 Wood-products machine operators 52 11861
0.1%
8251 Printing-machine operators 5 1134
0%
8252 Bookbinding-machine operators 1 254
0%
8253 Paper-products machine operators 34 7384
0%
8261 Fiber-preparing-, spinning- and winding-machine operators 100 21420
0.1%
8262 Weaving- and knitting-machine operators 561 121812
0.5%
8263 Sewing-machine operators 424 91495
0.4%
8264 Bleaching-, dyeing- and cleaning-machine operators 80 17665
0.1%
8265 Fur and leather-preparing-machine operators 6 1326
0%
8266 Shoemaking- and related machine operators 17 3571
0%
8269 Textile-, fur- and leather-products machine operators not el 1 210
0%
8271 Meat- and fish-processing-machine operators 6 1316
0%
8272 Dairy-products machine operators 37 7941
0%
8273 Grain- and spice-milling-machine operators 110 23254
0.1%
8274 Baked-goods, cereal and chocolate-products machine operators 76 16666
0.1%
8275 Fruit-, vegetable- and nut-processing-machine operators 26 5712
0%
8276 Sugar production machine operators 34 6950
0%
8277 Tea-, coffee-, and cocoa-processing-machine operators 7 1540
0%
8278 Brewers, wine and other beverage machine operators 2 473
0%
8279 Tobacco production machine operators 12 2732
0%
8281 Mechanical-machinery assemblers 55 11775
0%
8282 Electrical-equipment assemblers 8 1722
0%
8283 Electronic-equipment assemblers 3 689
0%
8284 Metal-, rubber- and plastic-products assemblers 17 3884
0%
8285 Wood and related products assemblers 5 1140
0%
8286 Paperboard, textile and related products assemblers 1 197
0%
8290 Other machine operators and assemblers 190 41751
0.2%
8311 Locomotive-engine drivers 18 4506
0%
8312 Railway brakers, signallers and shunters 54 11534
0%
8321 Motor-cycle drivers 571 122660
0.5%
8322 Car, taxi and van drivers 5495 1208584
5.1%
8323 Bus and tram drivers 103 24022
0.1%
8324 Heavy-truck and lorry drivers 58 12679
0.1%
8331 Motorized farm and forestry plant operators 162 33148
0.1%
8332 Earth-moving- and related plant operators 77 17410
0.1%
8333 Crane, hoist and related plant operators 70 15256
0.1%
8334 Lifting-truck operators 10 2132
0%
8340 Ships' deck crews and related workers 45 11526
0%
9111 Street food vendors 1209 258940
1.1%
9112 Street vendors, non-food products 966 214372
0.9%
9113 Door-to-door and telephone salespersons 21 4858
0%
9120 Shoe cleaning and other street services elementary occupatio 92 19898
0.1%
9131 Domestic helpers and cleaners 87 19373
0.1%
9132 Helpers and cleaners in offices, hotels and other establishm 1733 382316
1.6%
9133 Hand-launderers and pressers 89 19573
0.1%
9141 Building caretakers 1292 272062
1.1%
9142 Vehicle, window and related cleaners 14 3075
0%
9151 Messengers, package and luggage porters and deliverers 639 138513
0.6%
9152 Doorkeepers, watchpersons and related workers 1061 238991
1%
9153 Vending-machine money collectors, meter readers and related 69 15698
0.1%
9161 Garbage collectors 43 9405
0%
9162 Sweepers and related laborers 45 10161
0%
9211 Farm-hands and laborers 4 941
0%
9212 Forestry laborers 0 0
0%
9213 Fishery, hunting and trapping laborers 363 75389
0.3%
9311 Mining and quarrying laborers 3 672
0%
9312 Construction and maintenance laborers: roads, dams and simil 3 591
0%
9313 Building construction laborers 77 17338
0.1%
9321 Assembling laborers 5 1103
0%
9322 Hand packers and other manufacturing laborers 6 1292
0%
9331 Hand or pedal vehicle drivers 16 3431
0%
9332 Drivers of animal-drawn vehicles and machinery 183 39132
0.2%
9333 Freight handlers 23 5282
0%
9998 Unspecified code 183 41478
0.2%
9999 Not stated 738 162415
0.7%
Sysmiss 262997 56727452
Warning: these figures indicate the number of cases found in the data file. They cannot be interpreted as summary statistics of the population of interest.

Description

Definition
Occupation classification of the main job, following the 4-digits International Standard Classification of Occupations for the year 1988 (ISCO-88).
Universe
Employed individuals aged 6+
Source of information
Data Dictionary & Questionnaire/Codebook

Imputation and derivation

Coder instructions
Original survey variable recoded/renamed (Ref: Data dictionary.pdf)

Others

Notes
GENERAL NOTES
----------------------



COUNTRY SPECIFIC NOTES
----------------------------------
The original variable indicating the occupation (croccup_6d) is not reported for those who are arranging to take up paid/self-employment activity, waiting for the start date of an agreed work or having unpaid leave for more than one year. Those were recoded employed but temporary unpaid (MAS_D=130), and all their main job characteristics were recoded "not stated" since they did not effectively start working.
As stated in the methodology provided with the dataset from CAPMAS, the occupation variable's codes were recoded based on the occupational classification index issued in July 2005 which is consistent with the International Standard Classification of Occupations for 1988 (ISCO-88).
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