DDI_GHA_1998_GLSS_v01_M_v01_A_SHIP Office of the Chief Economist, Africa Region 2012-06-18 NADA Version 01 (June 2012) Living Standards Survey IV 1998-1999 - World Bank SHIP Harmonized Dataset GLSS 1998-99 (SHIP) GHA_1998_GLSS_v01_M_v01_A_SHIP Ghana Statistical Service (GSS) Office of the Chief Economist - Africa Region NADA Office of the Chief Economist, Africa Region Office of the Chief Economist, Africa Region Living Standards Measurement Study [hh/lsms] The SHIP datasets contains harmonized variables, produced by Africa Region, Office of the Chief Economist (AFRCE) based on the raw data from houshold surveys conducted in African countries. The data provided by the National Statistical Office is harmonized across countries and across time using a standard SHIP methodology. Survey based Harmonized Indicators (SHIP) files are harmonized data files from household surveys that are conducted by countries in Africa. To ensure the quality and transparency of the data, it is critical to document the procedures of compiling consumption aggregation and other indicators so that the results can be duplicated with ease. This process enables consistency and continuity that make temporal and cross-country comparisons consistent and more reliable. Four harmonized data files are prepared for each survey to generate a set of harmonized variables that have the same variable names. Invariably, in each survey, questions are asked in a slightly different way, which poses challenges on consistent definition of harmonized variables. The harmonized household survey data present the best available variables with harmonized definitions, but not identical variables. The four harmonized data files are a) Individual level file (Labor force indicators in a separate file): This file has information on basic characteristics of individuals such as age and sex, literacy, education, health, anthropometry and child survival. b) Labor force file: This file has information on labor force including employment/unemployment, earnings, sectors of employment, etc. c) Household level file: This file has information on household expenditure, household head characteristics (age and sex, level of education, employment), housing amenities, assets, and access to infrastructure and services. d) Household Expenditure file: This file has consumption/expenditure aggregates by consumption groups according to Purpose (COICOP) of Household Consumption of the UN. Ghana National - Individual level for datasets with suffix _I and _L - Household level for datasets with suffix _H and _E The survey covered all de jure household members (usual residents). Sample survey data [ssd] The scope of the SHIP files includes: - INDIVIDUAL: Information on - Individual characteristics - Education - Health - Child anthropometry and vaccination - LABOR: Information on - Vocational training - Employment and time use - HOUSEHOLD: Information on - Characteristics of household head - Household characteristics and access to services - Ownership of durable and non-durable goods - Household income and remittances - EXPENDITURE: Informaion on annual household expenditures SAMPLE DESIGN FOR ROUND 4 OF THE GLSS A nationally representative sample of households was selected in order to achieve the survey objectives. Sample Frame For the purposes of this survey the list of the 1984 population census Enumeration Areas (EAs) with population and household information was used as the sampling frame. The primary sampling units were the 1984 EAs with the secondary units being the households in the EAs. This frame, though quite old, was considered inadequate, it being the best available at the time. Indeed, this frame was used for the earlier rounds of the GLSS. Stratification In order to increase precision and reliability of the estimates, the technique of stratification was employed in the sample design, using geographical factors, ecological zones and location of residence as the main controls. Specifically, the EAs were first stratified according to the three ecological zones namely; Coastal, Forest and Savannah, and then within each zone further stratification was done based on the size of the locality into rural or urban. SAMPLE SELECTION EAs A two-stage sample was selected for the survey. At the first stage, 300 EAs were selected using systematic sampling with probability proportional to size method (PPS) where the size measure is the 1984 number of households in the EA. This was achieved by ordering the list of EAs with their sizes according to the strata. The size column was then cumulated, and with a random start and a fixed interval the sample EAs were selected. It was observed that some of the selected EAs had grown in size over time and therefore needed segmentation. In this connection, such EAs were divided into approximately equal parts, each segment constituting about 200 households. Only one segment was then randomly selected for listing of the households. Households At the second stage, a fixed number of 20 households was systematically selected from each selected EA to give a total of 6,000 households. Additional 5 households were selected as reserve to replace missing households. Equal number of households was selected from each EA in order to reflect the labour force focus of the survey. NOTE: The above sample selection procedure deviated slightly from that used for the earlier rounds of the GLSS, as such the sample is not self-weighting. This is because, 1. given the long period between 1984 and the GLSS 4 fieldwork the number of households in the various EAs are likely to have grown at different rates. 2. the listing exercise was not properly done as some of the selected EAs were not listed completely. Moreover, it was noted that the segmentation done for larger EAs during the listing was a bit arbitrary. Face-to-face [f2f] Office of the Chief Economist, Africa Region Use of the dataset must be acknowledged using a citation which would include: - the Identification of the Primary Investigator - the Identification of the SHIP Harmonized Dataset producer - the title of the survey (including country, acronym and year of implementation) - the survey reference number - the source and date of download The user of the data acknowledges that the original collector of the data, the producer of the SHIP Harmonized Dataset, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses. 00_BASICINFO The file contains standardized derived data on sample, geography and basic household identifier. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5998 9 01_EXPFOOD The file contains standardized derived data relating to annual household expenditures on food. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5998 7 02_EXPALCH The file contains standardized derived data relating to annual household expenditures on beverages, tobacco and narcotics. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 3768 6 03_EXPCLTH The file contains standardized derived data relating to annual household expenditures on clothing and footwear. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5945 4 04_EXPHOUS The file contains standardized derived data relating to annual household expenditures on housing, water, gas and other fuels used in the house. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5848 12 05_EXPFURN The file contains standardized derived data relating to annual household expenditures on furnishings, household equipment and routine house maintenance. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5971 8 06_EXPHLTH The file contains standardized derived data relating to annual household expenditures on health care. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5809 5 07_EXPTRSP The file contains standardized derived data relating to annual household expenditures on transport. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 4749 6 08_EXPCMNQ The file contains standardized derived data relating to annual household expenditures on communication. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 693 5 09_EXPRCRE The file contains standardized derived data relating to annual household expenditures on recreation. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 2896 8 10_EXPEDUC The file contains standardized derived data relating to annual household expenditures on education. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 2647 7 11_EXPHOTL The file contains standardized derived data relating to annual household expenditures on restaurants and hotels. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 21 4 12_EXPMISC The file contains standardized derived data relating to annual household expenditures on miscellaneous goods and services. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5635 9 13_FDPINDEX The file contains regional price deflators. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the "Other Material" tab. 5998 3 GHA_1998_E The file contains standardized derived data on total annual household consumptioin expenditure organized under 12 expenditure categories. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the external resources. 5998 31 GHA_1998_H The file contains standardized derived data on household characteristics. It is at the household level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the external resources. 5998 95 GHA_1998_I The file contains standardized derived data on Individual characteristics except that relating to employment and time use. It is at the individual level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the external resources. 26411 43 GHA_1998_L The file contains standardized derived data on employment and time. It is at the individual level. The data was created in accordance with the Africa SHIP manual using a Stata program that is available in the external resources. 26411 67 Labor Individual Household Expenditure Identification Weights, deflators and indices Country name Country name Country name Country name Country name 5998 GHA Geographical code Geographical code Geographical code Geographical code Geographical code 5998 1 Western 2 Central 3 Greater Accra 4 Eastern 5 Volta 6 Ashanti 7 Brong Ahafo 8 Northern 9 Upper West 10 Upper East Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5998 Survey year Survey year Survey year Survey year Survey year 5998 1998 Area of residence Area of residence Area of residence Area of residence Area of residence 5998 1 Rural 2 Urban Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help 5998 1 21 4.284 2.555 Total number of household residents Total number of household residents Total number of household residents Total number of household residents Total number of household residents 5998 1 21 4.403 2.631 Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient 5998 0.127 6.017 1 0.684 Population weighting coefficient Population weighting coefficient Population weighting coefficient Population weighting coefficient Population weighting coefficient 5998 0.127 48.132 4.311 4.085 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5998 Recall period in weeks Recall period in weeks Recall period in weeks Recall period in weeks Recall period in weeks 5998 0.714 0.714 0.714 Annual expenditure on purchased food Annual expenditure on purchased food Annual expenditure on purchased food Annual expenditure on purchased food Annual expenditure on purchased food 5998 17728.571 101278322.305 1705130.128 2895860.202 Expenditures on beverages, tobacco, catering and restaurant foods are excluded. Annual expenditure on purchased non-alcoholic beverages Annual expenditure on purchased non-alcoholic beverages Annual expenditure on purchased non-alcoholic beverages Annual expenditure on purchased non-alcoholic beverages Annual expenditure on purchased non-alcoholic beverages 5998 1042857.125 2374.075 24552.564 Annual value of non-purchased food consumption Annual value of non-purchased food consumption Annual value of non-purchased food consumption Annual value of non-purchased food consumption Annual value of non-purchased food consumption 4098 1900 22939713.677 614779.257 1007683.746 Total value of food other than purchased, such as self-produced, in-kind receipts, etc., beverages and tobacco are excluded. Annual value of non-purchased non-alcoholic beverage consumption Annual value of non-purchased non-alcoholic beverage consumption Annual value of non-purchased non-alcoholic beverage consumption Annual value of non-purchased non-alcoholic beverage consumption Annual value of non-purchased non-alcoholic beverage consumption 4098 1900 14400 3.849 225.958 Total value of non-alcoholic beverages other than purchased, such as self-produced, in-kind receipts, etc. Total annual food expenditure Total annual food expenditure Total annual food expenditure Total annual food expenditure Total annual food expenditure 5998 31285.715 101278320 2127541.077 2979316.53 Total food expenditure, sum of variables with prefix FD. Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 3768 Annual expenditure on purchased alcoholic beverages Annual expenditure on purchased alcoholic beverages Annual expenditure on purchased alcoholic beverages Annual expenditure on purchased alcoholic beverages Annual expenditure on purchased alcoholic beverages 3746 22 3425785.771 127828.955 189591.61 Total expenditure on purchased alcoholic beverages. Annual value of non-purchased alcoholic beverage consumption Annual value of non-purchased alcoholic beverage consumption Annual value of non-purchased alcoholic beverage consumption Annual value of non-purchased alcoholic beverage consumption Annual value of non-purchased alcoholic beverage consumption 188 3580 725142.875 50171.444 101205.194 Total value of alcoholic beverages other than purchased, such as self-produced, gifts received, etc. Annual expenditure on tobacco and tobacco products Annual expenditure on tobacco and tobacco products Annual expenditure on tobacco and tobacco products Annual expenditure on tobacco and tobacco products Annual expenditure on tobacco and tobacco products 3746 22 15063863 19964.025 251867.266 Sum of total expenditure on purchased tobacco and tobacco products, and total value of tobacco received in-kind or self-produced. Annual expenditure on narcotics and narcotics products Annual expenditure on narcotics and narcotics products Annual expenditure on narcotics and narcotics products Annual expenditure on narcotics and narcotics products Annual expenditure on narcotics and narcotics products 3768 Sum of total expenditure on purchased narcotics and narcotics products, and total value of narcotics received in-kind or self-produced. Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics 3768 15063863 149433.315 318119.078 Total expenditures on alcoholic beverages, tobacco and narcotics, sum of all the above variables. Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5945 Annual expenditure on clothing Annual expenditure on clothing Annual expenditure on clothing Annual expenditure on clothing Annual expenditure on clothing 5945 6377357 267587.65 345653.26 Total expenditure on clothing, including self produced and in-kind receipts. Annual expenditure on footwear Annual expenditure on footwear Annual expenditure on footwear Annual expenditure on footwear Annual expenditure on footwear 5945 9226570 71084.128 151502.454 Total expenditure on footwear, including self-produced and in-kind receipts. Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear 5945 9300570 338671.778 425766.908 Total expenditure on clothing and footwear, including self-produced and in-kind receipts, sum of the above two variables. Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5848 Actual rentals for housing Actual rentals for housing Actual rentals for housing Actual rentals for housing Actual rentals for housing 2258 3590 6003072 8720.594 129099.338 Imputed rentals for housing Imputed rentals for housing Imputed rentals for housing Imputed rentals for housing Imputed rentals for housing 5848 Annual expenditure on maintenance and repair of dwelling unit Annual expenditure on maintenance and repair of dwelling unit Annual expenditure on maintenance and repair of dwelling unit Annual expenditure on maintenance and repair of dwelling unit Annual expenditure on maintenance and repair of dwelling unit 5848 Annual expenditure on water supply and miscellaneous services related to dwelling unit Annual expenditure on water supply and miscellaneous services related to dwelling unit Annual expenditure on water supply and miscellaneous services related to dwelling unit Annual expenditure on water supply and miscellaneous services related to dwelling unit Annual expenditure on water supply and miscellaneous services related to dwelling unit 5848 78890840 61982.1 1133350.353 Water supply and miscellaneous services relating to the dwelling such as garbage collection fees Annual expenditure on firewood and charcoal Annual expenditure on firewood and charcoal Annual expenditure on firewood and charcoal Annual expenditure on firewood and charcoal Annual expenditure on firewood and charcoal 5790 58 52277804 57289.77 704293.695 Annual expenditure on cooking gas Annual expenditure on cooking gas Annual expenditure on cooking gas Annual expenditure on cooking gas Annual expenditure on cooking gas 5790 58 493271.438 3341.321 24903.469 Annual expenditure on electricity Annual expenditure on electricity Annual expenditure on electricity Annual expenditure on electricity Annual expenditure on electricity 5790 58 Annual expenditure on kerosene Annual expenditure on kerosene Annual expenditure on kerosene Annual expenditure on kerosene Annual expenditure on kerosene 5790 58 83475504 75747.255 1572249.714 Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes 5790 58 Diesel for all purposes except transportation. If the questionnaire does not specify the purpose of diesel use, include it in TRFUEL in Transport Expenditures. Annual expenditure on electricity and gas Annual expenditure on electricity and gas Annual expenditure on electricity and gas Annual expenditure on electricity and gas Annual expenditure on electricity and gas 5790 58 493271.438 3341.321 24903.469 Total of the variables GAS and ELEC Total annual expenditure on housing Total annual expenditure on housing Total annual expenditure on housing Total annual expenditure on housing Total annual expenditure on housing 5848 83556320 197007.857 2090912.214 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5971 Annual expenditure on furniture and furnishing Annual expenditure on furniture and furnishing Annual expenditure on furniture and furnishing Annual expenditure on furniture and furnishing Annual expenditure on furniture and furnishing 5971 5172571.5 20754.648 105822.628 Expenditures on furniture and furnishings, carpets and other floor coverings. Annual expenditure on household textiles Annual expenditure on household textiles Annual expenditure on household textiles Annual expenditure on household textiles Annual expenditure on household textiles 5123 848 1136500 31921.904 50455.951 Expenditure on household textiles such as beddings, and drapes. Annual expenditure on household appliances Annual expenditure on household appliances Annual expenditure on household appliances Annual expenditure on household appliances Annual expenditure on household appliances 5971 44331856 36171.898 599057.41 Annual expenditure on utensils and tableware Annual expenditure on utensils and tableware Annual expenditure on utensils and tableware Annual expenditure on utensils and tableware Annual expenditure on utensils and tableware 5123 848 9692968 31542.03 150819.258 Expenditures on glassware, tableware, kitchenware, and household utensils. Annual expenditure on household/garden tools and equipment Annual expenditure on household/garden tools and equipment Annual expenditure on household/garden tools and equipment Annual expenditure on household/garden tools and equipment Annual expenditure on household/garden tools and equipment 5971 Annual expenditure on routine household maintenance Annual expenditure on routine household maintenance Annual expenditure on routine household maintenance Annual expenditure on routine household maintenance Annual expenditure on routine household maintenance 5971 57464568 147264.557 971140.346 Expenditure on goods and services for routine household maintenance, e.g., cleaning products, domestic services. Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance 5971 1042.857 57475368 258641.904 1167541.763 Total annual expenditure on furnishing etc., sum of all variables with the prefix HS. Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5809 Annual expenditure on medical products Annual expenditure on medical products Annual expenditure on medical products Annual expenditure on medical products Annual expenditure on medical products 5809 5138388.5 55662.595 125459.726 Expenditure on medical products, appliances and equipment. Annual expenditure on outpatient services Annual expenditure on outpatient services Annual expenditure on outpatient services Annual expenditure on outpatient services Annual expenditure on outpatient services 5809 5072508 60246.36 207837.713 Expenditure on outpatient services. Annual expenditure on hospital services Annual expenditure on hospital services Annual expenditure on hospital services Annual expenditure on hospital services Annual expenditure on hospital services 4854 955 1500000 19640.807 82942.205 Annual hospitalization expenditure. Total annual expenditure on health Total annual expenditure on health Total annual expenditure on health Total annual expenditure on health Total annual expenditure on health 5809 5255515 115908.954 254532.408 Total annual expenditure on health, sum of all variables with the prefix HL. Does not include the variable HOSP. Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 4749 Annual expenditure on purchase of vehicles Annual expenditure on purchase of vehicles Annual expenditure on purchase of vehicles Annual expenditure on purchase of vehicles Annual expenditure on purchase of vehicles 789 3960 25000000 314827.807 1393403.363 Annual expenditure on transportation fuel Annual expenditure on transportation fuel Annual expenditure on transportation fuel Annual expenditure on transportation fuel Annual expenditure on transportation fuel 4496 253 5018750 25827.649 213023.123 Expenditure on fuels for transportation, such as petrol, diesel, etc. If the questionnaire does not specify the purpose of diesel/petrol use, include it in TRFUEL. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. 4749 13311389 19343.906 242774.667 Expenditure on the operation of personal transport equipment, such as repairs and hire of chauffeurs, but excluding fuel. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. 4496 253 40858384 171042.429 717973.814 Total annual transport expenditures, sum of all variables with the prefix TR. Does NOT include Vehicles. Total annual expenditure on transport Total annual expenditure on transport Total annual expenditure on transport Total annual expenditure on transport Total annual expenditure on transport 4749 40858384 205725.853 800878.82 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 693 4002/12 4002/3 4005/11 4005/14 4005/20 4015/2 4015/21 4049/16 4052/4 4055/11 4059/8 4062/12 4062/13 4062/17 4062/5 4062/8 4069/2 4072/16 4072/17 4072/8 4072/9 4075/15 4081/8 4084/2 4102/1 4105/16 4105/19 4105/3 4109/15 4109/3 4134/16 4142/10 4142/13 4142/15 4142/2 4142/21 4142/3 4142/5 4142/7 4152/1 4152/11 4152/15 4152/17 4152/18 4152/19 4152/20 4155/4 4155/9 4159/10 4159/12 4159/17 4159/18 4159/3 4159/5 4162/10 4162/12 4162/13 4162/15 4162/16 4162/17 4162/4 4162/5 4162/7 4165/11 4165/14 4165/15 4165/17 4165/2 4165/20 4165/3 4165/4 4165/5 4169/1 4169/14 4169/16 4169/17 4169/18 4169/2 4169/7 4169/8 4172/12 4172/19 4175/12 4175/2 4182/1 4182/10 4182/4 4182/6 4182/8 4185/12 4185/4 4185/8 4185/9 4202/15 4205/8 4209/13 4209/5 4215/11 4215/5 4215/8 4215/9 4219/10 4219/11 4219/12 4219/13 4219/16 4219/18 4219/4 4219/5 4219/6 4219/8 4222/1 4222/14 4222/24 4225/11 4225/12 4225/15 4225/20 4225/23 4225/24 4225/3 4225/5 4225/9 4229/12 4232/16 4232/4 4232/7 4235/1 4235/14 4235/19 4235/4 4235/6 4239/14 4239/3 4239/8 4242/1 4242/12 4242/17 4242/19 4242/20 4242/3 4242/4 4242/5 4242/7 4245/10 4245/20 4245/25 4249/16 4252/10 4252/8 4255/1 4255/18 4255/2 4255/7 4255/9 4259/13 4259/14 4259/16 4259/19 4259/20 4259/3 4259/4 4259/7 4262/11 4262/15 4262/21 4262/22 4265/17 4269/1 4269/10 4269/12 4269/3 4269/9 4272/20 4275/1 4275/10 4275/12 4275/13 4275/16 4275/19 4275/21 4275/5 4275/6 4285/11 4285/15 4285/2 4285/3 4285/6 4285/8 4289/14 4289/17 4292/17 4295/10 4295/12 4295/15 4295/16 4295/17 4295/18 4295/19 4295/2 4295/3 4295/6 4295/7 4299/1 4299/16 4299/2 4299/4 4299/6 4299/7 4299/8 4299/9 4305/1 4305/11 4305/12 4305/19 4305/8 4305/9 4309/11 4309/13 4309/17 4309/18 4309/20 4309/22 4309/23 4309/5 4309/6 4309/7 4309/8 4309/9 4312/18 4312/2 4312/22 4312/8 4319/10 4319/11 4319/12 4319/13 4319/23 4319/9 4322/13 4322/15 4322/4 4322/5 4325/13 4325/15 4325/4 4325/7 4325/9 4329/10 4329/20 4329/4 4329/5 4332/12 4332/13 4332/16 4332/3 4332/7 4335/1 4335/12 4335/15 4335/18 4335/2 4335/5 4335/7 4335/8 4335/9 4339/10 4339/12 4339/13 4339/14 4339/16 4339/19 4339/2 4339/21 4339/3 4339/5 4339/6 4339/8 4339/9 4342/1 4342/11 4342/19 4342/24 4342/4 4342/5 4355/12 4355/15 4355/8 4362/14 4362/17 4362/25 4362/4 4369/11 4372/19 4375/19 4375/7 4385/1 4385/11 4385/13 4385/14 4385/19 4385/3 4385/8 4405/13 4412/15 4415/10 4415/12 4415/5 4415/7 4415/9 4425/20 4429/10 4429/17 4429/20 4429/5 4429/8 4429/9 4433/1 4433/11 4433/12 4439/13 4439/19 4445/4 4452/9 4469/10 4469/11 4469/12 4469/18 4469/19 4469/2 4469/20 4469/3 4472/1 4472/19 4472/21 4472/23 4472/6 4472/9 4475/1 4475/16 4475/2 4475/3 4475/6 4479/10 4482/17 4482/7 4489/7 4499/5 4502/12 4502/9 4509/7 4512/4 4512/9 4515/2 4519/14 4519/6 4525/12 4525/4 4529/14 4535/20 4535/4 4539/14 4542/11 4542/15 4545/12 4545/14 4545/6 4562/1 4562/11 4565/12 4565/8 4569/17 4569/5 4579/1 4579/12 4582/9 4592/9 4595/10 4595/14 4595/16 4595/18 4595/19 4595/2 4595/3 4595/7 4595/8 4599/20 4602/5 4605/22 4609/5 4609/7 4612/17 4615/14 4615/15 4615/3 4615/4 4625/14 4629/18 4629/25 4632/19 4632/20 4632/4 4632/5 4635/20 4639/17 4639/18 4639/7 4642/1 4642/11 4642/16 4642/17 4642/3 4642/4 4642/6 4642/7 4645/13 4645/23 4645/4 4645/9 4649/16 4649/6 4652/21 4652/3 4655/2 4659/16 4659/17 4659/4 4659/5 4659/7 4662/1 4662/11 4662/17 4662/18 4662/2 4665/10 4665/12 4665/17 4665/20 4669/1 4669/11 4669/12 4669/14 4669/21 4669/5 4672/16 4675/15 4675/18 4675/7 4679/1 4679/11 4679/12 4679/2 4679/22 4679/4 4679/5 4679/6 4679/7 4682/1 4682/13 4682/16 4682/17 4682/19 4682/20 4682/3 4682/5 4682/7 4682/8 4685/14 4685/15 4685/18 4685/23 4685/5 4685/9 4689/10 4689/12 4689/13 4689/16 4689/19 4689/20 4689/21 4689/5 4689/7 4689/8 4689/9 4692/11 4692/13 4692/14 4692/18 4692/8 4692/9 4695/13 4695/3 4695/4 4695/5 4695/9 4699/1 4699/13 4699/14 4699/17 4699/3 4699/5 4702/10 4702/12 4702/13 4702/15 4702/17 4702/20 4702/21 4702/23 4702/5 4709/19 4709/21 4712/10 4712/14 4712/16 4712/18 4712/2 4712/20 4712/3 4712/6 4715/14 4715/16 4715/18 4715/19 4715/20 4719/1 4719/15 4719/17 4719/20 4719/23 4719/9 4722/12 4722/3 4725/1 4725/11 4725/14 4725/18 4725/19 4725/3 4729/1 4729/12 4729/13 4729/15 4729/16 4729/18 4729/19 4729/21 4729/22 4729/24 4729/3 4729/7 4732/10 4732/17 4732/18 4732/19 4732/2 4732/20 4732/4 4732/6 4732/7 4732/9 4735/11 4735/15 4735/16 4735/17 4735/18 4735/20 4735/3 4735/5 4735/9 4739/16 4739/2 4739/3 4739/7 4739/8 4739/9 4742/10 4742/12 4742/13 4742/14 4742/16 4742/3 4742/5 4742/6 4745/12 4745/15 4745/3 4750/17 4750/18 4750/25 4750/3 4752/12 4752/17 4752/19 4752/9 4755/1 4755/12 4755/14 4755/16 4755/18 4755/6 4755/7 4755/8 4759/1 4759/10 4759/12 4759/15 4759/20 4759/5 4759/7 4759/8 4762/1 4762/11 4762/16 4762/17 4762/18 4762/22 4762/6 4765/12 4769/1 4769/11 4769/12 4769/13 4769/14 4769/18 4769/19 4769/21 4769/22 4769/3 4769/4 4769/5 4769/9 4775/9 4779/2 4779/7 4785/12 4785/21 4790/10 4790/16 4790/17 4799/13 4809/6 4815/4 4819/5 4822/7 4825/19 4829/10 4829/13 4829/14 4829/19 4832/17 4832/18 4842/13 4879/3 4889/20 4922/14 4922/8 4925/16 4925/3 4925/4 4932/19 4932/7 4935/14 4942/19 4942/2 4944/12 4962/20 4965/2 4969/14 4969/17 4969/5 4969/6 4975/13 4975/15 4975/6 4975/8 4975/9 4979/14 4979/15 4979/17 4979/2 4979/4 4979/5 4979/6 4985/1 4985/10 4985/17 4992/3 4999/10 4999/13 4999/15 4999/16 4999/3 Annual expenditure on postal services Annual expenditure on postal services Annual expenditure on postal services Annual expenditure on postal services Annual expenditure on postal services 693 456250 10793.454 31788.274 Annual expenditure on telephone/fax/internet services Annual expenditure on telephone/fax/internet services Annual expenditure on telephone/fax/internet services Annual expenditure on telephone/fax/internet services Annual expenditure on telephone/fax/internet services 693 1414375 74865.395 149963.928 Annual expenditure on telephone/fax equipment Annual expenditure on telephone/fax equipment Annual expenditure on telephone/fax equipment Annual expenditure on telephone/fax equipment Annual expenditure on telephone/fax equipment 693 Total annual expenditure on communications Total annual expenditure on communications Total annual expenditure on communications Total annual expenditure on communications Total annual expenditure on communications 693 1414375 85658.849 154679.918 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 2896 Annual expenditure on audio-visual, photographic and information processing equipment Annual expenditure on audio-visual, photographic and information processing equipment Annual expenditure on audio-visual, photographic and information processing equipment Annual expenditure on audio-visual, photographic and information processing equipment Annual expenditure on audio-visual, photographic and information processing equipment 2896 2780000 70503.642 199121.077 Annual expenditure on other major durables for recreation and culture Annual expenditure on other major durables for recreation and culture Annual expenditure on other major durables for recreation and culture Annual expenditure on other major durables for recreation and culture Annual expenditure on other major durables for recreation and culture 2896 Annual expenditure on other recreational items and equipment, gardens and pets Annual expenditure on other recreational items and equipment, gardens and pets Annual expenditure on other recreational items and equipment, gardens and pets Annual expenditure on other recreational items and equipment, gardens and pets Annual expenditure on other recreational items and equipment, gardens and pets 2896 Annual expenditure on recreational and cultural services, such as movies etc. Annual expenditure on recreational and cultural services, such as movies etc. Annual expenditure on recreational and cultural services, such as movies etc. Annual expenditure on recreational and cultural services, such as movies etc. Annual expenditure on recreational and cultural services, such as movies etc. 2439 457 3266750 72782.211 187461.259 Annual expenditure on newspapers, books and stationary of non-educational purpose Annual expenditure on newspapers, books and stationary of non-educational purpose Annual expenditure on newspapers, books and stationary of non-educational purpose Annual expenditure on newspapers, books and stationary of non-educational purpose Annual expenditure on newspapers, books and stationary of non-educational purpose 2439 457 72892528 55591.116 1478603 Annual expenditure on package holidays Annual expenditure on package holidays Annual expenditure on package holidays Annual expenditure on package holidays Annual expenditure on package holidays 2896 Total annual expenditure on recreation Total annual expenditure on recreation Total annual expenditure on recreation Total annual expenditure on recreation Total annual expenditure on recreation 2896 72892528 178619.163 1380318.194 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 2647 Annual expenditure on pre-primary and primary education Annual expenditure on pre-primary and primary education Annual expenditure on pre-primary and primary education Annual expenditure on pre-primary and primary education Annual expenditure on pre-primary and primary education 2647 Annual expenditure on secondary education Annual expenditure on secondary education Annual expenditure on secondary education Annual expenditure on secondary education Annual expenditure on secondary education 2647 Annual expenditure on post-secondary but non-tertiary education Annual expenditure on post-secondary but non-tertiary education Annual expenditure on post-secondary but non-tertiary education Annual expenditure on post-secondary but non-tertiary education Annual expenditure on post-secondary but non-tertiary education 2647 Annual expenditure on tertiary education Annual expenditure on tertiary education Annual expenditure on tertiary education Annual expenditure on tertiary education Annual expenditure on tertiary education 2647 Annual expenditure on education that cannot be defined Annual expenditure on education that cannot be defined Annual expenditure on education that cannot be defined Annual expenditure on education that cannot be defined Annual expenditure on education that cannot be defined 2647 81277392 227522.804 1603434.061 Total annual expenditure on education Total annual expenditure on education Total annual expenditure on education Total annual expenditure on education Total annual expenditure on education 2647 81277392 227522.804 1603434.061 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 21 4075/4 4159/9 4162/16 4169/16 4209/8 4219/19 4249/3 4299/9 4302/19 4305/19 4335/8 4382/5 4479/7 4512/10 4512/7 4562/11 4639/6 4639/9 4779/7 4829/13 4862/14 Annual expenditure on catering services, including eating out Annual expenditure on catering services, including eating out Annual expenditure on catering services, including eating out Annual expenditure on catering services, including eating out Annual expenditure on catering services, including eating out 21 Annual expenditure on accommodation services Annual expenditure on accommodation services Annual expenditure on accommodation services Annual expenditure on accommodation services Annual expenditure on accommodation services 21 Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels 21 2838889 206949.212 614627.32 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5635 Annual expenditure on personal care Annual expenditure on personal care Annual expenditure on personal care Annual expenditure on personal care Annual expenditure on personal care 5242 393 57381194.889 90016.16 845061.48 Annual expenditure on prostitution Annual expenditure on prostitution Annual expenditure on prostitution Annual expenditure on prostitution Annual expenditure on prostitution 5635 Annual expenditure on personal effects not mentioned elsewhere Annual expenditure on personal effects not mentioned elsewhere Annual expenditure on personal effects not mentioned elsewhere Annual expenditure on personal effects not mentioned elsewhere Annual expenditure on personal effects not mentioned elsewhere 4301 1334 5908080 45917.507 125942.29 Annual expenditure on social protection Annual expenditure on social protection Annual expenditure on social protection Annual expenditure on social protection Annual expenditure on social protection 5635 Annual expenditure on insurance, including housing,health etc. Annual expenditure on insurance, including housing,health etc. Annual expenditure on insurance, including housing,health etc. Annual expenditure on insurance, including housing,health etc. Annual expenditure on insurance, including housing,health etc. 5635 Annual expenditure on fianancial services Annual expenditure on fianancial services Annual expenditure on fianancial services Annual expenditure on fianancial services Annual expenditure on fianancial services 5242 393 4620291.5 6776.727 88353.024 Annual expenditure on other services not mentioned elsewhere Annual expenditure on other services not mentioned elsewhere Annual expenditure on other services not mentioned elsewhere Annual expenditure on other services not mentioned elsewhere Annual expenditure on other services not mentioned elsewhere 5242 393 30441000 27881.37 467888.595 Other services not mentioned elsewhere. Include Ceremonies such as weddings/funerals etc. if they are not found to be lumpy expenditures i.e not more than 5% of the total annual household expenditure. Total annual miscelleneous expenditure Total annual miscelleneous expenditure Total annual miscelleneous expenditure Total annual miscelleneous expenditure Total annual miscelleneous expenditure 5635 57406196 151026.38 947603.182 Household unique ID Household unique ID Household unique ID Household unique ID Household unique ID 5998 Region Region Region Region Region 5998 1 Western 2 Central 3 Greater Accra 4 Eastern 5 Volta 6 Ashanti 7 Brong Ahafo 8 Northern 9 Upper West 10 Upper East Regional food price deflators Regional food price deflators Regional food price deflators Regional food price deflators Regional food price deflators 5998 0.818 1.041 0.908 0.0484 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5998 Geographical code Geographical code Geographical code Geographical code Geographical code 5998 1 2 3 4 5 6 7 8 9 10 Area of residence Area of residence Area of residence Area of residence Area of residence 5998 1 Rural 2 Urban Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help 5998 1 21 4.284 2.555 Total annual expenditure on food Total annual expenditure on food Total annual expenditure on food Total annual expenditure on food Total annual expenditure on food 5998 31285.715 101278320 2127541.077 2979316.53 Food and non-alcoholic beverages Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics Total annual expenditure on alcohol, tobacco and narcotics 5998 15063863 93875.414 262268.469 Alcoholic beverages, tobacco and narcotics Total annual expenditure on food and alcohol Total annual expenditure on food and alcohol Total annual expenditure on food and alcohol Total annual expenditure on food and alcohol Total annual expenditure on food and alcohol 5998 31285.715 101297088 2221416.489 3013470.025 Sum of TOTFOOD(E6) and TOTALCH(E11) Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear Total annual expenditure on clothing and footwear 5998 9300570 335679.179 425064.812 Clothing and footwear Annual expenditure on cooking gas Annual expenditure on cooking gas Annual expenditure on cooking gas Annual expenditure on cooking gas Annual expenditure on cooking gas 5998 493271.438 3225.45 24475.419 Annual expenditure on electricity Annual expenditure on electricity Annual expenditure on electricity Annual expenditure on electricity Annual expenditure on electricity 5998 Annual expenditure on electricity and gas Annual expenditure on electricity and gas Annual expenditure on electricity and gas Annual expenditure on electricity and gas Annual expenditure on electricity and gas 5998 493271.438 3225.45 24475.419 Annual expenditure on kerosene Annual expenditure on kerosene Annual expenditure on kerosene Annual expenditure on kerosene Annual expenditure on kerosene 5998 83475504 73120.475 1544805.317 Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes Annual expenditure on diesel for non-transportation purposes 5998 Diesel for all purposes except transportation Total annual expenditure on housing Total annual expenditure on housing Total annual expenditure on housing Total annual expenditure on housing Total annual expenditure on housing 5998 83556320 192081.018 2064826.354 Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance Total annual expenditure on household furnishing and maintenance 5998 57475368 257477.627 1165039.198 Total annual expenditure on health Total annual expenditure on health Total annual expenditure on health Total annual expenditure on health Total annual expenditure on health 5998 5255515 112256.605 251306.609 Annual expenditure on transportation fuel Annual expenditure on transportation fuel Annual expenditure on transportation fuel Annual expenditure on transportation fuel Annual expenditure on transportation fuel 5998 5018750 19359.972 184766.241 Fuel for transportation, such as petrol, diesel, etc….. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. Annual expenditure on personal transport equipment/repairs/chauffeurs etc. 5998 13311389 15315.807 216161.647 Operation of personal transport equipment, such as gas, repairs and hire of chauffeurs Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. Annual expenditure on public transportation/airfare etc. 5998 40858384 128210.53 625995.872 Total annual expenditure on transport Total annual expenditure on transport Total annual expenditure on transport Total annual expenditure on transport Total annual expenditure on transport 5998 40858384 162886.308 717495.434 Total annual expenditure on communications Total annual expenditure on communications Total annual expenditure on communications Total annual expenditure on communications Total annual expenditure on communications 5998 1414375 9896.896 59251.707 Total annual expenditure on recreation Total annual expenditure on recreation Total annual expenditure on recreation Total annual expenditure on recreation Total annual expenditure on recreation 5998 72892528 86242.263 963184.711 Total annual expenditure on education Total annual expenditure on education Total annual expenditure on education Total annual expenditure on education Total annual expenditure on education 5998 81277392 100408.947 1071048.101 Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels Total annual expenditure on restaurants and hotels 5998 2838889 724.564 37540.648 Total annual miscelleneous expenditure Total annual miscelleneous expenditure Total annual miscelleneous expenditure Total annual miscelleneous expenditure Total annual miscelleneous expenditure 5998 57406196 141886.238 919182.032 Total annual expenditure on non-food items Total annual expenditure on non-food items Total annual expenditure on non-food items Total annual expenditure on non-food items Total annual expenditure on non-food items 5998 91334272 1399539.642 3269240.265 Regional food price deflators Regional food price deflators Regional food price deflators Regional food price deflators Regional food price deflators 5998 0.818 1.041 0.908 0.0484 Total annual nominal household expenditure Total annual nominal household expenditure Total annual nominal household expenditure Total annual nominal household expenditure Total annual nominal household expenditure 5998 63876.191 102287376 3620956.133 4756709.588 Total annual regionally adjusted household expenditure Total annual regionally adjusted household expenditure Total annual regionally adjusted household expenditure Total annual regionally adjusted household expenditure Total annual regionally adjusted household expenditure 5998 67447.117 111852056 3834958.279 4936266.994 Total annual real household expenditures deflated by FDPINDEX CPI deflator CPI deflator CPI deflator CPI deflator CPI deflator 5998 3.868 3.868 3.868 1.09e-09 2005 PPP Exchange Rate 2005 PPP Exchange Rate 2005 PPP Exchange Rate 2005 PPP Exchange Rate 2005 PPP Exchange Rate 5998 4475.82 4475.82 4475.82 2005 PPP exchange rate for 2005 local currency Country name Country name Country name Country name Country name 5998 GHA Geographical code Geographical code Geographical code Geographical code Geographical code 5998 1 Western 2 Central 3 Greater Accra 4 Eastern 5 Volta 6 Ashanti 7 Brong Ahafo 8 Northern 9 Upper West 10 Upper East Province code Province code Province code Province code Province code 5998 Sysmiss District code District code District code District code District code 5998 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 5998 Survey year Survey year Survey year Survey year Survey year 5998 1998 Area of residence Area of residence Area of residence Area of residence Area of residence 5998 1 Rural 2 Urban Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help 5998 1 21 4.284 2.555 Total # of residents (regular members) in the household, excluding maids and servants Total number of household residents Total number of household residents Total number of household residents Total number of household residents Total number of household residents 5998 1 21 4.403 2.631 Total # of residents (regular members) in the household, including maids and servants Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient 5998 0.127 6.017 1 0.684 Population weighting coefficient Population weighting coefficient Population weighting coefficient Population weighting coefficient Population weighting coefficient 5998 0.127 48.132 4.311 4.085 Sex of household head Sex of household head Sex of household head Sex of household head Sex of household head 5998 Female 1 Male Age of household head Age of household head Age of household head Age of household head Age of household head 5998 18 98 45.829 15.369 Marital status of household head Marital status of household head Marital status of household head Marital status of household head Marital status of household head 5998 1 Never married 2 Married monogamous 3 Married polygamous 4 Common law/ living together 5 Divorced/separated 6 Widowed Education level of household head Education level of household head Education level of household head Education level of household head Education level of household head 5992 6 No education 1 Pre-school/primary not completed 2 Completed primary but less than completed lower secondary 3 Completed lower secondary (or post primary vocational training) but less than completed upper secondary 4 Completed upper secondary / extended vocational or technical education 5 Post secondary technical 6 University and higher 7 Formal adult education or literacy program 9 Other Sysmiss Employment status of household head Employment status of household head Employment status of household head Employment status of household head Employment status of household head 5727 271 Unemployed 1 Employed Sysmiss Employment type of household head Employment type of household head Employment type of household head Employment type of household head Employment type of household head 5998 1 Wage & salaried worker 2 Self-employed with employees 3 Self-employed without employees 4 Employer 5 Domestic employee 6 Family worker 7 Apprentice 9 Volunteer/Other 99 For primary job of household head only. Industry in which household head is employed Industry in which household head is employed Industry in which household head is employed Industry in which household head is employed Industry in which household head is employed 5570 428 1 Agriculture & fishing 2 Mining 3 Manufacturing 4 Electricity & utilities 5 Construction 6 Commerce 7 Transport, storage & communications 8 Financial, insurance & real estate 9 Services, public administration 10 Other services 11 Unspecified Sysmiss For the primary job of household head only. Ownership of dwelling unit Ownership of dwelling unit Ownership of dwelling unit Ownership of dwelling unit Ownership of dwelling unit 5998 No 1 Yes YES refers to: - (a) Actual ownership or (b) If household is in the process of purchasing the dwelling unit. Number of rooms in the dwelling unit Number of rooms in the dwelling unit Number of rooms in the dwelling unit Number of rooms in the dwelling unit Number of rooms in the dwelling unit 5998 1 32 1.721 1.193 This refers to number of rooms in the dwelling unit and may consist of one or more structures. Must be >= 1. Includes all rooms used for living, sleeping and eating. Excludes store, bathrooms and kitchens. Main material used for the roof of the dwelling unit Main material used for the roof of the dwelling unit Main material used for the roof of the dwelling unit Main material used for the roof of the dwelling unit Main material used for the roof of the dwelling unit 5998 1 Concrete/cement/brick/stone 2 Wood 3 Bamboo/thach 4 Tiles/ Shingles 5 Tin/metal sheets 6 Makeshift 9 Other Main material used for external walls of the dwelling unit Main material used for external walls of the dwelling unit Main material used for external walls of the dwelling unit Main material used for external walls of the dwelling unit Main material used for external walls of the dwelling unit 5998 1 Concrete/cement/brick/stone 2 Wood 3 Bamboo/thach 4 Iron/metal sheets 5 Clay/mud 6 Makeshift 9 Other Main material used for the floor of the dwelling unit Main material used for the floor of the dwelling unit Main material used for the floor of the dwelling unit Main material used for the floor of the dwelling unit Main material used for the floor of the dwelling unit 5998 1 Cement/tiles/marble 2 Wood/bamboo 3 Vinyl 4 Earth/clay/mud 9 Other Main source of water Main source of water Main source of water Main source of water Main source of water 5998 1 Pipe (own tap) 2 Public standpipe 3 Borehole 4 Wells (protected) 5 Wells (unprotected) 6 Surface water 7 Rain water 8 Vendor/truck 9 Other Drinking water if specified. Distance to main water point (Kms) Distance to main water point (Kms) Distance to main water point (Kms) Distance to main water point (Kms) Distance to main water point (Kms) 5998 800 0.485 12.347 This refers to actual distance to water point (one way) used by household in kms. 1km = 1000 m; 1 km = 5/8 mile. If within dwelling, zero Time taken to main water point (mins) Time taken to main water point (mins) Time taken to main water point (mins) Time taken to main water point (mins) Time taken to main water point (mins) 5998 This refers to actual time taken to water point used by household. If roundtrip provided, divide by 2. Connection of electricity in the dwelling unit Connection of electricity in the dwelling unit Connection of electricity in the dwelling unit Connection of electricity in the dwelling unit Connection of electricity in the dwelling unit 5998 None 1 Central/local 2 Solar/wind 3 Generator 9 Other Electricity refers to mains, generator and solar energy. Public or quasi refers to electricity from a public or semi-public firm. Private refers to electricity from private company, generator or solar. If electricity source connection cannot be determined code 9 (Yes, but source unstated). Main cooking fuel Main cooking fuel Main cooking fuel Main cooking fuel Main cooking fuel 5998 1 Firewood 2 Kerosene 3 Charcoal 4 Electricity 5 Gas 9 Other Other includes fuel derived from coffee waste, saw dust, crop residue, cow dung among others. Main lighting fuel Main lighting fuel Main lighting fuel Main lighting fuel Main lighting fuel 5998 1 Electricity 2 Kerosene 3 Candles 4 Gas 9 Other Main toilet facility Main toilet facility Main toilet facility Main toilet facility Main toilet facility 5998 1 Flush toilet 2 Improved pit latrine 3 Pit latrine 4 No facility 9 Other Garbage disposal method Garbage disposal method Garbage disposal method Garbage disposal method Garbage disposal method 5998 1 Collected 2 Burried/ burned 3 Discarded in empty lots, streets, rivers 9 Other Refers to only garbage or trash generated by household. Distance to nearest elementary/primary school (Kms) Distance to nearest elementary/primary school (Kms) Distance to nearest elementary/primary school (Kms) Distance to nearest elementary/primary school (Kms) Distance to nearest elementary/primary school (Kms) 5998 This refers to one-way distance to nearest primary school in kms. Distance to nearest elementary/primary school (grouped) Distance to nearest elementary/primary school (grouped) Distance to nearest elementary/primary school (grouped) Distance to nearest elementary/primary school (grouped) Distance to nearest elementary/primary school (grouped) 5998 1 Outside dwelling and up to 1km 2 1 to 2 Km 3 2 to 5 Km 4 5 to 10 Km 5 More than 10 Km 9 Undefined Sysmiss One-way distance to school, grouped. Time taken to nearest elementary/primary school (mins) Time taken to nearest elementary/primary school (mins) Time taken to nearest elementary/primary school (mins) Time taken to nearest elementary/primary school (mins) Time taken to nearest elementary/primary school (mins) 5998 Time taken to nearest elementary/primary school (grouped) Time taken to nearest elementary/primary school (grouped) Time taken to nearest elementary/primary school (grouped) Time taken to nearest elementary/primary school (grouped) Time taken to nearest elementary/primary school (grouped) 5998 1 Within 1/2 hour 2 1/2 to 1 hour away 3 1 hour to 6 hours 4 6 to 12 hours 5 Over 12 hours 9 Undefined Sysmiss Distance to nearest health facility (Kms) Distance to nearest health facility (Kms) Distance to nearest health facility (Kms) Distance to nearest health facility (Kms) Distance to nearest health facility (Kms) 5998 Distance to nearest health facility (grouped) Distance to nearest health facility (grouped) Distance to nearest health facility (grouped) Distance to nearest health facility (grouped) Distance to nearest health facility (grouped) 5998 1 Outside dwelling and up to 1km 2 1 to 2 Km 3 2 to 5 Km 4 5 to 10 Km 5 More than 10 Km 9 Undefined Sysmiss Time taken to nearest health facility (mins) Time taken to nearest health facility (mins) Time taken to nearest health facility (mins) Time taken to nearest health facility (mins) Time taken to nearest health facility (mins) 5998 Time taken to nearest health facility (grouped) Time taken to nearest health facility (grouped) Time taken to nearest health facility (grouped) Time taken to nearest health facility (grouped) Time taken to nearest health facility (grouped) 5998 1 Within 1/2 hour 2 1/2 to 1 hour away 3 1 hour to 6 hours 4 6 to 12 hours 5 Over 12 hours 9 Undefined Sysmiss Ownership of agricultural land Ownership of agricultural land Ownership of agricultural land Ownership of agricultural land Ownership of agricultural land 3941 2057 1 Yes 1.25 1.33333337306976 1.39999997615814 1.5 1.57142853736877 1.66666662693024 1.75 1.79999995231628 1.875 1.88888883590698 2 Cannot be determined 2.125 2.14285707473755 2.16666674613953 2.20000004768372 2.25 2.28571438789368 2.29999995231628 2.33333325386047 2.40000009536743 2.5 2.57142853736877 2.59999990463257 2.66666674613953 2.71428561210632 2.75 2.79999995231628 2.83333325386047 3 No Sysmiss Country specific on definition of land ownership. This only refers to agricultural land. Some countries inquire about land ownership irrespective whether it is agricultural or non-agricultural purposes. If the survey is not explicit on type of land code 2 and skip to LANDSIZE. Agricultural land owned by the household (Ha) Agricultural land owned by the household (Ha) Agricultural land owned by the household (Ha) Agricultural land owned by the household (Ha) Agricultural land owned by the household (Ha) 3941 2057 101.174 1.396 4.795 Refers only to agricultural land size in hectares. Check, if AGLAND==3 , code as 0 By convention 1 ha = 2.471 acres. Note: This would exclude rental farmers but include farm land owners who are not farmers. Non-agricultural land owned by the household (Ha) Non-agricultural land owned by the household (Ha) Non-agricultural land owned by the household (Ha) Non-agricultural land owned by the household (Ha) Non-agricultural land owned by the household (Ha) 3940 2058 1209.632 2.064 29.455 Refers only to non-agricultural land size in hectares. By convention 1 ha = 2.471 acres. Total land owned by household (Ha) Total land owned by household (Ha) Total land owned by household (Ha) Total land owned by household (Ha) Total land owned by household (Ha) 4109 1889 1214.083 3.249 29.41 Area of all land owned by household regardless of use, that is, both agricultural and non-agricultural. By convention 1 ha = 2.471 acres. Area of irrigated agricultural land (Ha) Area of irrigated agricultural land (Ha) Area of irrigated agricultural land (Ha) Area of irrigated agricultural land (Ha) Area of irrigated agricultural land (Ha) 5998 Area of non-irrigated agricultural land (Ha) Area of non-irrigated agricultural land (Ha) Area of non-irrigated agricultural land (Ha) Area of non-irrigated agricultural land (Ha) Area of non-irrigated agricultural land (Ha) 5998 Total land area that can be used as collateral for loan (Ha) Total land area that can be used as collateral for loan (Ha) Total land area that can be used as collateral for loan (Ha) Total land area that can be used as collateral for loan (Ha) Total land area that can be used as collateral for loan (Ha) 3941 2057 101.174 1.109 4.434 Conflict about the land Conflict about the land Conflict about the land Conflict about the land Conflict about the land 5998 No 1 Yes Sysmiss Ownership of radio Ownership of radio Ownership of radio Ownership of radio Ownership of radio 5261 737 No 1 Yes Sysmiss Functioning radio includes a radio, radio cassette, and 3-in-1-radio cassette. Ownership of television Ownership of television Ownership of television Ownership of television Ownership of television 5261 737 No 1 Yes Sysmiss Presence of a functioning television in house. Ownership of landline (fixed) phone Ownership of landline (fixed) phone Ownership of landline (fixed) phone Ownership of landline (fixed) phone Ownership of landline (fixed) phone 5261 737 No 1 Yes Sysmiss Presence of a functioning fixed land line telephone in house. Ownership of at least one cellular phone Ownership of at least one cellular phone Ownership of at least one cellular phone Ownership of at least one cellular phone Ownership of at least one cellular phone 5261 737 No 1 Yes Sysmiss Presence of a functioning cellular in house. Access to internet Access to internet Access to internet Access to internet Access to internet 5261 737 No 1 Yes Sysmiss Ownership of refrigerator Ownership of refrigerator Ownership of refrigerator Ownership of refrigerator Ownership of refrigerator 5261 737 No 1 Yes Sysmiss Presence of a functioning refrigerator in house. Ownership of sewing machine Ownership of sewing machine Ownership of sewing machine Ownership of sewing machine Ownership of sewing machine 5261 737 No 1 Yes Sysmiss Presence of a functioning sewing machine in house. Ownership of computer Ownership of computer Ownership of computer Ownership of computer Ownership of computer 5261 737 No 1 Yes Sysmiss Presence of a functioning computer in house. Ownership of stove Ownership of stove Ownership of stove Ownership of stove Ownership of stove 5261 737 No 1 Yes Sysmiss Presence of a functioning stove or cooker in house. Ownership of oxcart Ownership of oxcart Ownership of oxcart Ownership of oxcart Ownership of oxcart 1329 4669 No 1 Yes Sysmiss Presence of a functioning animal cart, which is used as a means of transport or a farm tool. Ownership of bicycle Ownership of bicycle Ownership of bicycle Ownership of bicycle Ownership of bicycle 5261 737 No 1 Yes Sysmiss Presence of a functioning bicycle. Ownership of boat Ownership of boat Ownership of boat Ownership of boat Ownership of boat 5261 737 No 1 Yes Sysmiss Presence of a functioning boat or canoe. Ownership of motorcycle Ownership of motorcycle Ownership of motorcycle Ownership of motorcycle Ownership of motorcycle 5261 737 No 1 Yes Sysmiss Presence of a functioning motorcycle is important. Ownership of car Ownership of car Ownership of car Ownership of car Ownership of car 5261 737 No 1 Yes Sysmiss Presence of a functioning car is important. This refers to car for household use and NOT a commercial vehicle. Number of large-sized livestock owned Number of large-sized livestock owned Number of large-sized livestock owned Number of large-sized livestock owned Number of large-sized livestock owned 2273 3725 9 0.121 0.6 This question asks the actual number of large-sized livestock. These include cattle, camels, donkeys and horse. Number of medium-sized livestock owned Number of medium-sized livestock owned Number of medium-sized livestock owned Number of medium-sized livestock owned Number of medium-sized livestock owned 2273 3725 2670008 1642.284 60168.895 This question asks the actual number of medium-sized livestock. These include sheep, goats and pigs. Number of poultry livestock owned Number of poultry livestock owned Number of poultry livestock owned Number of poultry livestock owned Number of poultry livestock owned 2273 3725 150 2.305 7.287 This question asks the actual number of poultry/birds. These include all forms of birds such as chicken, geese, and doves. Per-capita annual food and non-food expenditure in local currency, not regionally adjusted Per-capita annual food and non-food expenditure in local currency, not regionally adjusted Per-capita annual food and non-food expenditure in local currency, not regionally adjusted Per-capita annual food and non-food expenditure in local currency, not regionally adjusted Per-capita annual food and non-food expenditure in local currency, not regionally adjusted 5998 47999.27 60141992 1125974.811 1800874.579 Per capita annual food and non-food consumption expenditure in national currency, not regionally deflated Real per-capita annual food and non-food expenditure, regionally adjusted Real per-capita annual food and non-food expenditure, regionally adjusted Real per-capita annual food and non-food expenditure, regionally adjusted Real per-capita annual food and non-food expenditure, regionally adjusted Real per-capita annual food and non-food expenditure, regionally adjusted 5998 53647.719 7594511 1067406.805 889248.372 Per capita annual food and non-food consumption expenditure in national currency, adjusted by regional food price indices, and cleaned. Per capital annual food and non-food consumption is first adjusted by regional food price indices. Then outliers (separately for food and non-food expenditure) greater than three standard deviations are replaced with the medians of their correspondent per capita food and non-food consumption by region and rural/urban. Per-capita annual food and non-food expenditure in local currency, regionally adjusted Per-capita annual food and non-food expenditure in local currency, regionally adjusted Per-capita annual food and non-food expenditure in local currency, regionally adjusted Per-capita annual food and non-food expenditure in local currency, regionally adjusted Per-capita annual food and non-food expenditure in local currency, regionally adjusted 5998 46.358 6562.512 922.36 768.411 Calculated using PCEXPDR, CPI of the survey year, and 2005 $PPP conversion factor. When the regional food price deflators are not available, remove the outliers in PCEXP following the same procedures as removing the outliers in PCEXPDR, and calculate PCEXP_PPP using PCEXP, CPI of the survey year, and 2005 $PPP conversion factor. National expenditure quintiles National expenditure quintiles National expenditure quintiles National expenditure quintiles National expenditure quintiles 5998 1 2 3 4 5 Calculated based on PCEXP_PPP, and weighted by population weights. Rural/ Urban expenditure quintiles Rural/ Urban expenditure quintiles Rural/ Urban expenditure quintiles Rural/ Urban expenditure quintiles Rural/ Urban expenditure quintiles 5998 1 2 3 4 5 Calculated based on PCEXP_PPP, and weighted by population weights. Rural expenditure quintiles Rural expenditure quintiles Rural expenditure quintiles Rural expenditure quintiles Rural expenditure quintiles 3799 2199 1 2 3 4 5 Sysmiss Urban expenditure quintiles Urban expenditure quintiles Urban expenditure quintiles Urban expenditure quintiles Urban expenditure quintiles 2199 3799 1 2 3 4 5 Sysmiss Sex of 1st remitting member Sex of 1st remitting member Sex of 1st remitting member Sex of 1st remitting member Sex of 1st remitting member 2440 3558 Female 1 Male Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Sex of 2nd remitting member Sex of 2nd remitting member Sex of 2nd remitting member Sex of 2nd remitting member Sex of 2nd remitting member 900 5098 Female 1 Male Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Sex of 3rd remitting member Sex of 3rd remitting member Sex of 3rd remitting member Sex of 3rd remitting member Sex of 3rd remitting member 388 5610 Female 1 Male Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Relationship of 1st remitting member Relationship of 1st remitting member Relationship of 1st remitting member Relationship of 1st remitting member Relationship of 1st remitting member 2440 3558 2 Spouse 3 Son/daughter 4 Parents/grandparents 5 Grandchild 6 Son/daughter-in-law 7 Siblings and other relative 9 Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Relationship of 2nd remitting member Relationship of 2nd remitting member Relationship of 2nd remitting member Relationship of 2nd remitting member Relationship of 2nd remitting member 900 5098 2 Spouse 3 Son/daughter 4 Parents/grandparents 5 Grandchild 6 Son/daughter-in-law 7 Siblings and other relative 9 Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Relationship of 3rd remitting member Relationship of 3rd remitting member Relationship of 3rd remitting member Relationship of 3rd remitting member Relationship of 3rd remitting member 388 5610 2 Spouse 3 Son/daughter 4 Parents/grandparents 5 Grandchild 6 Son/daughter-in-law 7 Siblings and other relative 9 Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Migration destination of 1st remitting member Migration destination of 1st remitting member Migration destination of 1st remitting member Migration destination of 1st remitting member Migration destination of 1st remitting member 2481 3517 1 Capital 2 Within the country (but not capital) 3 Abroad Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Migration destination of 2nd remitting member Migration destination of 2nd remitting member Migration destination of 2nd remitting member Migration destination of 2nd remitting member Migration destination of 2nd remitting member 903 5095 1 Capital 2 Within the country (but not capital) 3 Abroad Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Migration destination of 3rd remitting member Migration destination of 3rd remitting member Migration destination of 3rd remitting member Migration destination of 3rd remitting member Migration destination of 3rd remitting member 388 5610 1 Capital 2 Within the country (but not capital) 3 Abroad Sysmiss The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Origin of remittance Origin of remittance Origin of remittance Origin of remittance Origin of remittance 2333 3665 1 Domestic 2 Abroad 3 Both Sysmiss Location category from where the household has received remittances. Amount received from 1st remitting member Amount received from 1st remitting member Amount received from 1st remitting member Amount received from 1st remitting member Amount received from 1st remitting member 2589 3409 56715000 391057.629 1359295.964 The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Amount received from 2nd remitting member Amount received from 2nd remitting member Amount received from 2nd remitting member Amount received from 2nd remitting member Amount received from 2nd remitting member 909 5089 9280000 212698.24 483289.967 The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Amount received from 3rd remitting member Amount received from 3rd remitting member Amount received from 3rd remitting member Amount received from 3rd remitting member Amount received from 3rd remitting member 390 5608 2600000 144733.974 260332.528 The order of the sending members is in decreasing order of amount of remittance (remittance includes cash, gifts and food). Total gross household income (annual) Total gross household income (annual) Total gross household income (annual) Total gross household income (annual) Total gross household income (annual) 2589 3409 57315000 498980.607 1552642.723 The total includes the remittances from the most important three migrant members and others. Income from wage and salaries (annual) Income from wage and salaries (annual) Income from wage and salaries (annual) Income from wage and salaries (annual) Income from wage and salaries (annual) 5998 702696000 744125.621 12365075.867 Income from bonus and social allowances derived from wage job (annual) Income from bonus and social allowances derived from wage job (annual) Income from bonus and social allowances derived from wage job (annual) Income from bonus and social allowances derived from wage job (annual) Income from bonus and social allowances derived from wage job (annual) 330 5668 45 15600000 797472.214 1285343.107 Gross income from household farm businesses (annual) Gross income from household farm businesses (annual) Gross income from household farm businesses (annual) Gross income from household farm businesses (annual) Gross income from household farm businesses (annual) 5998 168030000 460760.625 2663260.524 Gross receipt/revenue. Income from leasing agricultural land is counted in INC_RENT. Gross income from household non-farm businesses (annual) Gross income from household non-farm businesses (annual) Gross income from household non-farm businesses (annual) Gross income from household non-farm businesses (annual) Gross income from household non-farm businesses (annual) 2461 3537 910000000 7021023.57 27373094.295 Gross receipt/revenue. Rental income (annual) Rental income (annual) Rental income (annual) Rental income (annual) Rental income (annual) 5998 5000000 5507.872 100890.255 Income from selling or leasing land, houses, and other properties. Most survey questionnaires have asked about both rent from leasing land and houses in the housing module, and rent from leasing land in the agricultural module. Count both, assuming there's no overlap. Financial income from savings, loans, tax refunds, maturity payments, financial (annual) Financial income from savings, loans, tax refunds, maturity payments, financial (annual) Financial income from savings, loans, tax refunds, maturity payments, financial (annual) Financial income from savings, loans, tax refunds, maturity payments, financial (annual) Financial income from savings, loans, tax refunds, maturity payments, financial (annual) 5998 Income from savings, dividends, loans, tax refunds, and maturity payment on insurance. Pension and other social assistance (annual) Pension and other social assistance (annual) Pension and other social assistance (annual) Pension and other social assistance (annual) Pension and other social assistance (annual) 5998 16000000 26230.666 313644.069 Income from pensions and other social assistance. A similar variable is in the labor module. However, that is at the individual level whereas this is at the household level. Study support (annual) Study support (annual) Study support (annual) Study support (annual) Study support (annual) 5997 1 1050000 1517.296 28248.367 Income from scholarships, stipends, or other study support Other income Other income Other income Other income Other income 5998 32000000 36768.79 547935.848 Total gross income Total gross income Total gross income Total gross income Total gross income 5998 920200000 4414918.229 22177793.664 In national currency. Total of labor income and non-labor incomes including financial income, remittances, pensions and other social assistance, study support and other. Country name Country name Country name Country name Country name 26411 GHA Geographical code Geographical code Geographical code Geographical code Geographical code 26411 1 Western 2 Central 3 Greater Accra 4 Eastern 5 Volta 6 Ashanti 7 Brong Ahafo 8 Northern 9 Upper West 10 Upper East Province code Province code Province code Province code Province code 26411 Sysmiss District code District code District code District code District code 26411 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 Household unique identifier Household unique identifier Household unique identifier Household unique identifier Household unique identifier 26411 Survey year Survey year Survey year Survey year Survey year 26411 1998 Area of residence Area of residence Area of residence Area of residence Area of residence 26411 1 Rural 2 Urban Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help Total number of household residents excluding household help 26411 1 21 5.784 2.73 Total # of residents (regular members) in the household, excluding maids and servants. Total number of household residents Total number of household residents Total number of household residents Total number of household residents Total number of household residents 26411 1 21 5.975 2.806 Total # of residents (regular members) in the household, including maids and servants. Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient Sample weighting coefficient 26411 0.127 6.017 1.006 0.668 Weighting co-efficient to derive individual level indicators. Population weighting coefficient Population weighting coefficient Population weighting coefficient Population weighting coefficient Population weighting coefficient 26411 0.127 48.132 5.805 4.68 Weighting co-efficient to derive population-level indicators. Individual identification Individual identification Individual identification Individual identification Individual identification 26411 1 10 11 12 13 14 15 16 17 18 19 2 20 21 3 4 5 6 7 8 9 This variable uniquely identifies the members within a household, sequentially numbered from 1 for the household head to N (household size). Sex Sex Sex Sex Sex 26411 Female 1 Male Relationship to household head Relationship to household head Relationship to household head Relationship to household head Relationship to household head 26411 1 Head 2 Spouse 3 Child 4 Father/Mother 5 Grandchild 6 Son/Daughter in law 7 Other relative 8 Domestic help/Paying boarder 9 Non-relative This refers to the relationship of each household member to the household HEAD. Each household must have only one head. Household head Household head Household head Household head Household head 26411 No 1 Yes Household head is assigned based on reported household head status. The head of household is defined by the household itself. Marital status Marital status Marital status Marital status Marital status 15023 11388 1 Never married 2 Married monogamous 3 Married polygamous 4 Common law,Living together 5 Divorced/Separated 6 Widowed Sysmiss Spouse present Spouse present Spouse present Spouse present Spouse present 3362 23049 No 1 Yes Sysmiss Code on the basis of a question that asks Whether or not the spouse lives in the household. Some surveys instead ask for length of absence. If absence is more than 6 months then coded as 0 (No). Age in completed years Age in completed years Age in completed years Age in completed years Age in completed years 26411 98 23.714 19.649 Ages greater than or equal to 99 must be coded as 98. Missing values should be left as missing. Ethnicity Ethnicity Ethnicity Ethnicity Ethnicity 26411 1 96 11.799 23.525 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 96 Language Language Language Language Language 26411 Sysmiss Religion Religion Religion Religion Religion 26411 1 96 5.358 4.211 1 2 3 4 5 6 7 8 9 10 96 Literacy status Literacy status Literacy status Literacy status Literacy status 22263 4148 1 Can read or write 2 Cannot read or write 3 Cannot be determined Sysmiss For people aged 5 and over only. Value must be missing for all others. Ever attended school Ever attended school Ever attended school Ever attended school Ever attended school 22211 4200 No 1 Yes Sysmiss School enrollment at the time of survey School enrollment at the time of survey School enrollment at the time of survey School enrollment at the time of survey School enrollment at the time of survey 22211 4200 No 1 Yes Sysmiss Code using the question that explicitly asks for enrollment over the past 12 months. Do not use the question that asks for current attendance. Use current attendance only if enrollment question is missing. In such surveys record this as comments. Code as 0 if EVERATTD is 0. Code as system missing if EVERATTD is missing. Highest level of education completed Highest level of education completed Highest level of education completed Highest level of education completed Highest level of education completed 22211 4200 No education 1 Pre-school/primary not completed 2 Completed primary but less than completed lower secondary 3 Completed lower secondary (or post primary vocational training) but less than completed upper secondary 4 Completed upper secondary / extended vocational or technical education 5 Post secondary technical 6 University and higher 7 Formal adult education or literacy program 9 Other Sysmiss Code for all individuals who were administered the Education section. If a person is currently in school and in the highest year of a level, then his/her highest level of education completed should be pushed down by one level. For example, if a person is currently enrolled in P6, then his/her level should be coded as 1(Pre-school/ Primary, not completed). Individuals enrolled in higher/ University level are coded as 6 (University and higher) regardless of whether it is completed or not. Years of education Years of education Years of education Years of education Years of education 7 26404 20 20 20 Code for all individuals who were administered the Education section. For individuals who are currently enrolled in school, their years of education completed correspond to the class currently attending minus one. For individuals who are not currently enrolled in school, the years of completed education corresponds to the highest level of education completed. This is a continuous variable of the number of years of formal schooling completed. It is constructed only if the survey asked number of year of education or highest grade level completed; otherwise, the values are constructed as missing. The years of education that each grade corresponds to varies by country, for example - some countries may have 5 or 6 years of primary school, 3 years of lower-secondary school, while other countries may have 4 years of primary school and 4 years of lower-secondary school,. For higher education, the grades/years may not have been asked explicitly in the survey questionnaire. In such cases The variable should be constructed based on the following assumptions. 1)If the individual has completed the tertiary education specified, add to years of completed education - 4 years for BA/BSc, 6 years for MA/MSc, and 8 Years for PhD after the completion of secondary education. 2)If the individual has not completed tertiary education or completion cannot be ascertained, add to years of completed education - 2 years for BA/BSc , 5 years for MA/MSc , and 7 years for PhD. The variable does not take into account the actual number of years required to reach this grade level, in other words, first grade repeated three times only counts as 1 year of schooling. Years of education, currently enrolled Years of education, currently enrolled Years of education, currently enrolled Years of education, currently enrolled Years of education, currently enrolled 26411 Code this variable only for individuals currently enrolled in school. Otherwise code as missing. Code years of education corresponding to the current grade being attended. Type of school attending Type of school attending Type of school attending Type of school attending Type of school attending 26411 1 Public 2 Private 9 Other Sysmiss Code only for individuals currently attending school (ATSCHOOL=1). Value must be missing for others. Time reference for variable MORBID (weeks) Time reference for variable MORBID (weeks) Time reference for variable MORBID (weeks) Time reference for variable MORBID (weeks) Time reference for variable MORBID (weeks) 26411 2 2 2 Number of weeks. By convention, 1 month = 4 weeks Morbidity last MORB_TR(weeks) Morbidity last MORB_TR(weeks) Morbidity last MORB_TR(weeks) Morbidity last MORB_TR(weeks) Morbidity last MORB_TR(weeks) 25581 830 No 1 Yes Sysmiss Has the person been sick or injured in the past X weeks? See time reference (MORB_TR) in 19a. Sought medical attention Sought medical attention Sought medical attention Sought medical attention Sought medical attention 25581 830 No 1 Yes Sysmiss Only for sick individuals (MORBID=1). Health provider visited Health provider visited Health provider visited Health provider visited Health provider visited 3076 23335 1 Hospital 2 Clinics 3 Dispensary, health center, health post 4 Outreach 5 Pharmacy 6 Traditional healer 7 8 9 Other Sysmiss Only for individuals with RTREATM=1 Code for all individuals who reported it in the survey irrespective of whether they sought medical attention. Ownership of health provider visited Ownership of health provider visited Ownership of health provider visited Ownership of health provider visited Ownership of health provider visited 3076 23335 1 Public 2 Private-modern medicine 3 Private-Traditional healer 4 Missionary/NGO 9 Other Sysmiss Code only for all individuals who visited a health care facility. Age in completed months Age in completed months Age in completed months Age in completed months Age in completed months 4019 22392 11 4.196 3.535 Only for children aged 0 - 60 months; otherwise code as missing Missing values should be left as missing. Who assisted during childbirth Who assisted during childbirth Who assisted during childbirth Who assisted during childbirth Who assisted during childbirth 26411 1 Trained birth attendant 2 Traditional birth attendant 3 Relative/ friend 9 Other Sysmiss For children aged 0-60 months. Does the child have a Vaccine Card Does the child have a Vaccine Card Does the child have a Vaccine Card Does the child have a Vaccine Card Does the child have a Vaccine Card 26411 1 Yes 2 No, but child vaccinated 3 No, child never vaccinated Sysmiss Child immunized against BCG Child immunized against BCG Child immunized against BCG Child immunized against BCG Child immunized against BCG 3660 22751 1 Yes 2 No 3 Don't know 9 Sysmiss For children aged 0-60 months. BCG is the vaccine against tuberculosis. Number of doses of Polio received Number of doses of Polio received Number of doses of Polio received Number of doses of Polio received Number of doses of Polio received 4019 22392 No dose 1 One dose 2 Two doses 3 Three doses 4 More than three doses 9 Unspecified number of doses Sysmiss For children aged 0-60 months. Also referred to as OPV. If Polio given but number of doses unknown or not specified, code 9. Number of doses of DPT received Number of doses of DPT received Number of doses of DPT received Number of doses of DPT received Number of doses of DPT received 4019 22392 No dose 1 One dose 2 Two doses 3 Three doses 4 More than three doses 9 Unspecified number of doses Sysmiss For children aged 0-60 months. Three doses refer to full immunization against Diphtheria, Pertussis and Tetanus. Child immunized against Measles Child immunized against Measles Child immunized against Measles Child immunized against Measles Child immunized against Measles 3660 22751 1 Yes 2 No 3 Dont know 9 Sysmiss For children aged 0-60 months. Immunization status of the child Immunization status of the child Immunization status of the child Immunization status of the child Immunization status of the child 4019 22392 1 Fully immunized 2 Partially immunized 3 Immunized but no information on completeness 4 Not immunized Sysmiss For children aged 0-60 months. Fully immunized refers to:- (a)BCG (1 or more doses). (b)Three or more doses of Polio (1-2-3). 3 or more doses may include Polio at birth (Polio-0). (c)Three or more doses of DPT (1-2-3) and (d) Measles (1 or more doses). Weight of the child (Kg) Weight of the child (Kg) Weight of the child (Kg) Weight of the child (Kg) Weight of the child (Kg) 26411 For children aged 0-60 months. Height of the child (cms) Height of the child (cms) Height of the child (cms) Height of the child (cms) Height of the child (cms) 26411 For children aged 0-60 months. By convention 1 inch = 2.54 cms. Country name Country name Country name Country name Country name 26411 GHA Geographical code Geographical code Geographical code Geographical code Geographical code 26411 1 Western 2 Central 3 Greater Accra 4 Eastern 5 Volta 6 Ashanti 7 Brong Ahafo 8 Northern 9 Upper West 10 Upper East Province code Province code Province code Province code Province code 26411 Sysmiss District code District code District code District code District code 26411 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 Household unique ID Household unique ID Household unique ID Household unique ID Household unique ID 26411 Survey year Survey year Survey year Survey year Survey year 26411 1998 Area of residence Area of residence Area of residence Area of residence Area of residence 26411 1 Rural 2 Urban Household weight Household weight Household weight Household weight Household weight 26411 0.127 6.017 1.006 0.668 Individual identification Individual identification Individual identification Individual identification Individual identification 26411 1 10 11 12 13 14 15 16 17 18 19 2 20 21 3 4 5 6 7 8 9 Sex Sex Sex Sex Sex 26411 Female 1 Male Relationship to household head Relationship to household head Relationship to household head Relationship to household head Relationship to household head 26411 1 Head 2 Spouse 3 Child 4 Father/Mother 5 Grandchild 6 Son/Daughter in law 7 Other relative 8 Domestic help/Paying boarder 9 Non-relative Household head Household head Household head Household head Household head 26411 No 1 Yes Marital status Marital status Marital status Marital status Marital status 15023 11388 1 Never married 2 Married monogamous 3 Married polygamous 4 Common law,Living together 5 Divorced/Separated 6 Widowed Sysmiss Age in completed years Age in completed years Age in completed years Age in completed years Age in completed years 26411 98 23.714 19.649 Literacy status Literacy status Literacy status Literacy status Literacy status 22263 4148 1 Can read or write 2 Cannot read or write 3 Cannot be determined Sysmiss Ever attended school Ever attended school Ever attended school Ever attended school Ever attended school 22211 4200 No 1 Yes Sysmiss Highest level of education completed Highest level of education completed Highest level of education completed Highest level of education completed Highest level of education completed 22211 4200 No education 1 Pre-school/primary not completed 2 Completed primary but less than completed lower secondary 3 Completed lower secondary (or post primary vocational training) but less than completed upper secondary 4 Completed upper secondary / extended vocational or technical education 5 Post secondary technical 6 University and higher 7 Formal adult education or literacy program 9 Other Sysmiss Years of education Years of education Years of education Years of education Years of education 7 26404 20 20 20 Regional food price deflators Regional food price deflators Regional food price deflators Regional food price deflators Regional food price deflators 26411 0.818 1.041 0.903 0.0476 CPI deflator CPI deflator CPI deflator CPI deflator CPI deflator 26411 3.868 3.868 3.868 2005 PPP Exchange Rate 2005 PPP Exchange Rate 2005 PPP Exchange Rate 2005 PPP Exchange Rate 2005 PPP Exchange Rate 26411 4475.82 4475.82 4475.82 Post school vocational training Post school vocational training Post school vocational training Post school vocational training Post school vocational training 11939 14472 No 1 Yes Sysmiss Code as 1 (YES) if the individual has ever attended or is currently attending post school vocational training, otherwise code as 0 (NO). Lower age cutoff for employment survey Lower age cutoff for employment survey Lower age cutoff for employment survey Lower age cutoff for employment survey Lower age cutoff for employment survey 26411 7 7 7 The lower age cutoff for individuals who were administered the employment section. Time unit of course duration Time unit of course duration Time unit of course duration Time unit of course duration Time unit of course duration 438 25973 1 Days 2 Weeks 3 Months 4 Years Sysmiss Categorical variables to capture the unit of time for the duration of the course. Number of EMPLEDU_TU Number of EMPLEDU_TU Number of EMPLEDU_TU Number of EMPLEDU_TU Number of EMPLEDU_TU 438 25973 1 4 2.637 1.03 Continuous variable to capture the duration of the course. Highest certificate obtained Highest certificate obtained Highest certificate obtained Highest certificate obtained Highest certificate obtained 288 26123 2 3 4 Sysmiss The name of the certificate earned. Codes will vary with the country. Type of training institute Type of training institute Type of training institute Type of training institute Type of training institute 500 25911 1 Public 2 Private 3 Other 9 Sysmiss Code only if EMPLEDU=1. Leave as missing if EMPLEDU is not equal to 1. Apprenticeship Apprenticeship Apprenticeship Apprenticeship Apprenticeship 22254 4157 No 1 Yes Sysmiss Code as 1 (YES), if the individual HAD participated in an apprenticeship. Note: If currently working as an apprentice, DO NOT code as 1 here (code as 0). It will be included in variable EMPTYPE_WB_1 and/or _2 Laborforce screening last year Laborforce screening last year Laborforce screening last year Laborforce screening last year Laborforce screening last year 20476 5935 No 1 Yes 99 Question not in survey Sysmiss Use 12 month employment section only. Code as 1 (YES), if the individual performed an economic activity for cash or for in-kind payment or for barter or for self-consumption for any length of time during the past 12 month, otherwise code as 0 (NO). Laborforce screening last 7 days Laborforce screening last 7 days Laborforce screening last 7 days Laborforce screening last 7 days Laborforce screening last 7 days 12048 14363 No 1 Yes 99 Question not in survey Sysmiss Use 7 day employment section only. Code as 1 (YES), if the individual performed an economic activity for cash or for in-kind payment or for barter or for self-consumption for any length of time during last 7 days, otherwise code as 0 (NO). Code as 0 (No), if a person has a job but was absent for last 7 days or more. Do not re-code missing values. Absent for last 7 days or more Absent for last 7 days or more Absent for last 7 days or more Absent for last 7 days or more Absent for last 7 days or more 2695 23716 No 1 Yes 99 Question not in survey Sysmiss Use 7 day employment section only. If WORKED_7 = 1 then code as missing value (skip the variable) If WORKED_7 = 0, then code accordingly Code as 1 (YES), if the person has a job but was absent from it for any reason (sick, other leave, temp. layoff, is about to start work etc.), otherwise code as 0 (NO). Thus all individuals who did not work in the past 7 days and do not have a job to go back to are coded as 0(NO). Number of weeks Number of weeks Number of weeks Number of weeks Number of weeks 12048 14363 1 1 1 If both a 7 day and 12 month employment section is present in a survey use only the 7 day employment section to code this variable Record the reference time period (in weeks) for which the question is asked. If the question gives a range of reference period, take the longest time period up to 4 weeks. 4 weeks is the time period defined by the ILO Note: (7 days = 1 week) Looked for job in last 'LOOKJOB_TU' weeks Looked for job in last 'LOOKJOB_TU' weeks Looked for job in last 'LOOKJOB_TU' weeks Looked for job in last 'LOOKJOB_TU' weeks Looked for job in last 'LOOKJOB_TU' weeks 1056 25355 No 1 Yes 99 Question not in survey Sysmiss If both a 7 day and 12 month employment section is present in a survey use only the 7 day employment section to code this variable. Code as 1 (YES) if BOTH the following conditions are satisfied, otherwise code as 0 (NO). 1.The individual did not perform an economic activity for cash or in-kind payment in the last 7 days. The individual looked for a job in the LOOKJOB_TU weeks. Fetched wood for the household Fetched wood for the household Fetched wood for the household Fetched wood for the household Fetched wood for the household 1 26410 No 1 Yes Sysmiss Code as 1 (YES) if the individual fetched wood for his/her own household, otherwise code 0 (NO). Based on UN definition of SSN, Fetching wood is an economic activity. Fetched water for the household Fetched water for the household Fetched water for the household Fetched water for the household Fetched water for the household 9 26402 No 1 Yes Sysmiss Code as 1 (YES) if the individual fetched water for his/her own household, otherwise code 0 (NO). Based on UN definition of SSN, Fetching water is an economic activity. Reason not in laborforce Reason not in laborforce Reason not in laborforce Reason not in laborforce Reason not in laborforce 24688 1723 In labor force 1 Household duties 2 Retired/too old 3 Student 4 Dependent 5 Disabled/ill 6 Discouraged worker 9 Other Sysmiss Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Reason for not being in the labor force: If LABFORCE_WB=1 then code as 0, otherwise if LABFORCE_WB=0 then code according to responses. Code as 4 (Dependent), if the response is 'dependent' or 'too old' or 'too young' or if the individual is below 5 years of age. Employment in household duties in own house Employment in household duties in own house Employment in household duties in own house Employment in household duties in own house Employment in household duties in own house 11 26400 No 1 Yes 99 Question not in survey Sysmiss This variable is created to capture those individuals who were incorrectly classified as out of the labor force because in the questionnaire design, they had an option of reporting 'domestic duties' as their activity. Construct this variable in 2 stages:- Stage1: Identifying individuals engaged in household duties An individual is classified as engaged in household duties if ALL the following conditions are met:- 1. Did not work in the past 1 year (WORKED_Y != 1 ) 2. Did not work in the past 7 days (WORKED_7 != 1 ) 3. Was not absent from work (ABSENT != 1 ) 4.Performed household duties (notlab_wb=1). Note: Performed household duties should be checked from the responses used to code NOTLAB_WB. If no question can be found to code NOTLAB_WB, use information from the section on household chores. Stage 2: Checking for relevant conditions to classify individuals identified above as EMPLHOME If such an individual belongs to a household that carries out agricultural activities (farming/ sharecropping/ hunting/ fishing/ logging/forestry/raising livestock/bee-keeping). Then, such an individual should be considered as employed and coded as 1, otherwise code as zero. Type of employment, Primary job Type of employment, Primary job Type of employment, Primary job Type of employment, Primary job Type of employment, Primary job 26411 1 Wage & salaried worker 2 Self-employed with employees 3 Self-employed w/o employees 4 Employer 5 Domestic employees 6 Family worker 7 Apprentice 9 Voulnteer 99 Other/Not known/ Missing To generate this variable look for all available information in the following sequence:- 1. First use the longest recall period (e.g. 12 month recall period) to code this variable. 2. Replace the value of missing (coded 99) and volunteer/other (coded 9) based on information provided in sections with lesser recall periods (e.g. 7 day recall period) 3. Replace the value of the missing (coded 99) and volunteer/other (coded 9) based on information provided in other sections of the survey that identify an individual with an activity in the survey sections on 'agriculture' and 'enterprise'. Look explicitly for individual level information (i.e. the person responsible or working at the farm/enterprise). Match individual IDs from enterprise/farm sections with those recorded in the individual level file. 4. Replace the value of the missing (coded 99) and volunteer/other (coded 9) based on information provided at the household or farm or enterprise level. If the household is involved in any agricultural then code the household head as 3 (self-employed without employees). If the household owns a household enterprise, then code the household head as 2 (self-employed with employees or 3 (self-employed without employees) based on number of employees. If no information on the number of employees is available then code as 3 (self-employed without employees). 5. Replace the value of the missing (coded 99) and volunteer/other (coded 9) based on EMPLHOME/ FETCHWOOD/ FETCHWATER. If EMPLHOME=1 OR FETCHWOOD=1 OR FETCHWATER=1 then code such individuals as 6 (Family worker). In questionnaires that do not explicitly ask for primary and secondary jobs (eg. Malawi), ascertain the primary and secondary job by comparing and ranking the jobs in descending order of the time spent in each kind of job. The comparison should be made from all sections (labor, enterprise, agriculture etc.), that ask questions over the past 12 months. Thus the job which takes most work hours is the primary job. However, even while following this methodology the above-mentioned sequence must be maintained, i. e. 12 month questions must be given precedence over 7 day questions and so on. Category definitions 1) Wage and salaried worker is an individual employed by others outside the household including workers who are paid on a daily or hourly basis or based on task. 2) Self-employed with employees is an individual who runs a (farm or non-farm) household enterprise or farm that employs at least one non-household member for pay during the reference period. 3) A self-employed without employee is an individual who works alone with no paid employees. May have other family members categorized as family or family unpaid workers. May have an apprentice. Sometimes coded as “own account” worker in questionnaires. 4) An employer owns an incorporated business separate from the household, with paid employees. It could also be a large commercial farm. This category is coded only if reported as employer in the questionnaire. 5) Apprentice may or may not be paid 6) Family worker can be farm or non-farm. Note that family workers may be paid or unpaid. 7) The term household enterprise refers to a non-farm business or home production activity that is run by household members. It need not be physically located at the household dwelling unit. It refers to both :- a) Businesses engaged in market based transactions and b) Activities designed to produce home consumption. Industry classification, Primary job Industry classification, Primary job Industry classification, Primary job Industry classification, Primary job Industry classification, Primary job 10875 15536 13 960 310.318 279.327 13 49 98 99 110 111 112 113 121 122 130 220 230 231 290 311 312 313 314 321 322 323 324 331 332 342 352 353 355 356 361 362 371 372 381 383 390 410 420 500 610 620 621 625 630 631 632 652 711 712 719 720 810 820 831 832 833 910 920 931 932 933 934 935 938 939 941 942 949 951 953 957 959 960 Sysmiss Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Keep the original classification of the survey. Most countries follow the ISIC classification. 1 digit industry classificaton, Primary job 1 digit industry classificaton, Primary job 1 digit industry classificaton, Primary job 1 digit industry classificaton, Primary job 1 digit industry classificaton, Primary job 10876 15535 1 Agriculture and fishing 2 Mining 3 Manufacturing 4 Electricity and utilities 5 Construction 6 Commerce 7 Transportation, storage & communications 8 Financial, insurance & real estate 9 Services: Public administration 10 Other services 11 Unspecified Sysmiss Use information from all sections (12 months/7 days/any other section) that may provide information. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. If data allows generation of EMP_IND_SVY_1, recode it to generate INDUSTRY_1 according to SHIP requirements (refer Annexure-2). If data does not follow ISIC classification system, make appropriate assumptions to classify employment industry. Carefully document assumptions. Individuals identified in any section on agricultural activity are coded as 1(Agricultural and fishing). Individuals identified in a household enterprise section and where the industry of the enterprise is available, code them accordingly. In many household enterprise sections, the industry of the enterprise is not available. In such cases do not classify the individual in any industry. Heads of households engaged in agricultural activities are coded as 1 (Agriculture and Fishing) Heads of households owning household enterprises are coded according to the industry of the household enterprise, if this information is available; or left as uncoded if the industry of the enterprise is not available. Individuals identified as EMPLHOME=1 OR FETCHWOOD=1 OR FETCHWATER=1 are coded as 1. Farm employment Farm employment Farm employment Farm employment Farm employment 6513 19898 No 1 Yes Sysmiss Farming activities include cultivating, sharecropping, forestry, raising livestock, bee-keeping, fishing and hunting. If INDUSTRY_1=1 then code as 1 (YES). If INDUSTRY_1=2 to 10 then code as 0 (No) If INDUSTRY_1 variable is missing or 11 (unspecified) , code EMPFRM_1 on the basis of all information available in any section of the survey. Individuals identified in household non-agricultural enterprises should be coded as 0(No). These individuals may have missing values for INDUSTRY_1, if the industry information of the enterprise was not available. Similarly heads of households owning non-agricultural enterprises should be coded as 0 (NO). As far as possible, EMPFRM_1 should be coded for all individuals coded as 1 to 9 in EMPTYPE_WB_1. Less than one percent of missing values are allowed for EMPFRM_1 if EMPTYPE_WB_1 has a meaningful value (i.e. NOT 99(missing)). Employment sector, Primary job Employment sector, Primary job Employment sector, Primary job Employment sector, Primary job Employment sector, Primary job 1553 24858 1 Public, Government, Army 2 State owned 3 Private / NGO Sysmiss Code only for EMPTYPE_WB_1=1, 4, 5, 7, 9 (wage employees), otherwise code as missing. Classifies the main job's sector of activity of any individual with a wage job. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Armed forces and international institutions are included in Public sector. State owned includes para-statal firms and all other enterprises in which the government has control. Note: if no such question leave as missing. This will mean that in the variable EMPCAT_2 wage jobs will not be further disaggregated. Do not code it on the basis of ISCO or ISIC codes. Employment contract Employment contract Employment contract Employment contract Employment contract 1345 25066 No 1 Yes Sysmiss Code only for EMPTYPE_WB_1=1, 4, 5, 7, 9 (wage employees), otherwise code as missing. Indicates if a person has a signed (formal) contract, regardless of the duration. This variable is constructed only if there is an explicit question about contracts otherwise code as missing. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Employment categories, Primary job Employment categories, Primary job Employment categories, Primary job Employment categories, Primary job Employment categories, Primary job 11989 14422 11 Wage public 12 Wage private non-agri 13 Wage private agri 21 Family enterprise non-agri 22 Family farmer Sysmiss This is a derived variable from the EMPTYPE_WB _1, EMPSEC_1 and EMPFRM_1. If EMPTYPE_WB _1=1, 4, 5, 7, 9 then code as 1 If EMP_CAT_1=1 and EMPSEC_1=1, 2 then code 11 If EMP_CAT_1=1 and EMPSEC_1= 3 and EMPFRM_1!=1 then code 12 If EMP_CAT_1=1 and EMPSEC_1= 3 and EMPFRM_1=1 then code 13 If EMPTYPE_WB_1=2, 3, 6 then code as 2 If EMP_CAT_1=2 and EMPFRM_1!=1 then code 21 If EMP_CAT_1=2 and EMPFRM_1=1 then code 22 If EMPTYPE_WB_1=10 then code as 31 Last wage payment in nominal local currency, Primary job Last wage payment in nominal local currency, Primary job Last wage payment in nominal local currency, Primary job Last wage payment in nominal local currency, Primary job Last wage payment in nominal local currency, Primary job 1553 24858 58478000 230164.731 1996565.907 For EMPTYPE_WB_1=1, 4, 5, 7, 9 only (wage employees). Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Wage from main job (job to which the person dedicated most time in the week preceding the survey). Note: This includes tips, bonuses, and other cash payments. Do not include the monetary value of in-kind payments or perks associated with the job By definition non-paid employees should have wage=0. Time unit for WAGE_1, Primary job Time unit for WAGE_1, Primary job Time unit for WAGE_1, Primary job Time unit for WAGE_1, Primary job Time unit for WAGE_1, Primary job 1553 24858 1 Hourly 2 Daily 3 Weekly 4 Every two weeks 5 Twice per month 6 Monthly 7 Quarterly 8 Biannual 9 Annual 10 Other Sysmiss Code only for EMPTYPE_WB_1=1, 4, 5, 7, 9 (wage employees), otherwise code as missing. Unit of time for the wage variable of the main job. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Hours worked last week, Primary job Hours worked last week, Primary job Hours worked last week, Primary job Hours worked last week, Primary job Hours worked last week, Primary job 8277 18134 1215 39.435 37.66 This is the usual number of hours worked per week in the main job. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. If only information on how many hours individuals worked per day is available but no information on number of days worked a week is available, multiply the hours by 5 days. Similarly for hours worked per month divide by 4.2 to get weekly hours. Primary job income from self-employed agricultural activity Primary job income from self-employed agricultural activity Primary job income from self-employed agricultural activity Primary job income from self-employed agricultural activity Primary job income from self-employed agricultural activity 11989 14422 No 1 Yes Sysmiss Code as 1(YES) if the source of income is from self-employed agriculture activities, otherwise code as 0 (NO). If EMP_CAT_1! =. Then code as 0 Replace code = 1 If EMP_CAT_1=13 or 22 Primary job income from self-employed non-agricultural activity Primary job income from self-employed non-agricultural activity Primary job income from self-employed non-agricultural activity Primary job income from self-employed non-agricultural activity Primary job income from self-employed non-agricultural activity 11989 14422 No 1 Yes Sysmiss Code as 1(YES) if the source of income is from self-employed, non-farming activities, otherwise code as 0 (NO). If EMP_CAT_1! =. Then code as 0 Replace code = 1 If EMP_CAT_1=21 Primary job income from wage non-agricultural activity Primary job income from wage non-agricultural activity Primary job income from wage non-agricultural activity Primary job income from wage non-agricultural activity Primary job income from wage non-agricultural activity 11989 14422 No 1 Yes Sysmiss Code as 1( YES) if the source of income is from non-agricultural wage job, otherwise code as 0 (NO). If EMP_CAT_1! =. Then code as 0 Replace code = 1 If EMP_CAT_1=11 or 12 Unemployed ILO Unemployed ILO Unemployed ILO Unemployed ILO Unemployed ILO 9769 16642 No 1 Yes Sysmiss Individuals are considered as UNEMPLOYED if they meet ALL the following conditions:- 1. Did not work in the last 7 days (WORKED_7!=1) and 2. Were not absent from their job (ABSENT !=1) and 3. Looked for a job (LOOKJOB=1) Code as 0 (NO) if WORKED_7=1 OR ABSENT=1 To exclude 'employed individuals who are engaged in household duties from unemployed please replace UNEMPLOYED_ILO=0 if EMPLHOME==1 Employment WB Employment WB Employment WB Employment WB Employment WB 13121 13290 No 1 Yes Sysmiss This is a derived employment status that has the most inclusive definition. If LABFORCE_WB=1 then code 0; Replace code with 1 (YES) if WORKED_Y=1 or WORKED_7=1 or EMPLHOME=1 or ABSENT = 1. Replace code with 0 (NO) if EMPTYPE_WB_1 = 99. (If an individual worked in the last year or last 7 days or had a job to go back to or is an individual who fetched water/firewood/ or worked on family farm or raised livestock; then such an individual is considered employed.) Note: Do not miss-assign 0 to missing values. 0 should be coded if ANY of the variables use to derive this variable have non missing values. If ALL the values of the deriving variables are missing, then this variable should also be missing. Unemployment WB Unemployment WB Unemployment WB Unemployment WB Unemployment WB 13121 13290 No 1 Yes Sysmiss This is a derived unemployment status that has the most exclusive definition. If LABFORCE_WB =1 then code 0; Replace code with 1 (YES) if WORKED_Y! =1 and UNEMPLOYED_ILO = 1. Replace code with 0 (NO) if EMPTYPE_WB_1 != 99. (If an individual did not work in past one year and did not work in the past seven days and did not work on fetching water, firewood, etc. and looked for a job; then such an individual is considered unemployed). Note: Do not miss-assign 0 to missing values. 0 should be coded if ANY of the variables use to derive this variable have non missing values. If ALL the values of the deriving variables are missing, then this variable should also be missing. Laborforce participation WB Laborforce participation WB Laborforce participation WB Laborforce participation WB Laborforce participation WB 20550 5861 No 1 Yes Sysmiss This is a derived employment status that has the most inclusive definition. First Code 0 (NO) if WORKED_Y ==0 or EMPLOYED_7==0 or EMPLHOME==0 or ABSENT ==0 or UNEMPLOYED_ILO==0 Replace with 1(YES) if WORKED_Y=1 or WORKED_7=1 or EMPLHOME=1 or ABSENT = 1 or UNEMPLOYED_ILO=1 or EMPTYPE_WB_1 !=99 . (If an individual worked for last year or last 7 days or had a job to go back to or an individual fetched water/firewood/ or worked on family farm or raised livestock, or is looking for a job; then such an individual is considered to be in the labor force). Note: Do not miss-assign 0 to missing values. 0 should be coded if ANY of the variables used to derive this variable have non missing values. If ALL the values of the deriving variables are missing, then this variable should also be missing. Hours spent per week on non-economic activities Hours spent per week on non-economic activities Hours spent per week on non-economic activities Hours spent per week on non-economic activities Hours spent per week on non-economic activities 11 26400 135.758 38.935 40.065 These include activities such as preparing food, and care for children. Fetching wood and water are considered economic activities and should not be included here. Type of employment, Secondary job Type of employment, Secondary job Type of employment, Secondary job Type of employment, Secondary job Type of employment, Secondary job 26411 1 Wage & salaried worker 2 Self-employed with employees 3 Self-employed w/o employees 4 Employer 5 Domestic employees 6 Family worker 7 Apprentice 9 Voulnteer 99 Other/Not known/ Missing To generate this variable only look for information in the following sequence:- 1. First use the longest recall period (e.g. 12 month recall period) to code this variable 2. Replace the value of missing (coded 99) and volunteer/other (coded 9) based on information provided in sections with lesser recall periods (e.g. 7 day recall period) Do not look for additional information beyond the secondary job section. Do not code household heads or EMPLHOME or FETCHWOOD or FETCHWOOD as done in EMPTYPE_WB_1. Industry classification, Secondary job Industry classification, Secondary job Industry classification, Secondary job Industry classification, Secondary job Industry classification, Secondary job 2888 23523 41 959 338.52 250.391 41 61 62 75 94 111 112 113 121 122 130 290 311 313 320 321 322 324 331 332 342 352 361 371 381 385 390 410 420 500 520 610 611 620 621 630 631 632 711 719 810 832 833 910 931 933 935 939 941 949 951 953 959 Sysmiss Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Keep the original classification of the survey. Most countries follow the ISIC classification. 1 digit industry classificaton, Secondary job 1 digit industry classificaton, Secondary job 1 digit industry classificaton, Secondary job 1 digit industry classificaton, Secondary job 1 digit industry classificaton, Secondary job 2882 23529 1 Agriculture and fishing 2 Mining 3 Manufacturing 4 Electricity and utilities 5 Construction 6 Commerce 7 Transportation, storage & communications 8 Financial, insurance & real estate 9 Services: Public administration 10 Other services 11 Unspecified Sysmiss Classifies the second job of an individual with a second job, missing otherwise. If data allows generation of EMP_IND_SVY_2, recode INDUSTRY_2 according to SHIP requirements (refer Annexure-2) If data does not follow ISIC classification system, make appropriate assumptions to classify employment industry. Carefully document assumptions. Do not code household heads or EMPLHOME or FETCHWOOD or FETCHWOOD as done in INDUSTRY_1. Farm employment, Secondary job Farm employment, Secondary job Farm employment, Secondary job Farm employment, Secondary job Farm employment, Secondary job 1296 25115 No 1 Yes Sysmiss Farming activities include cultivating, sharecropping, forestry, raising livestock, bee-keeping, fishing and hunting. If INDUSTRY_2=1 then code as 1 (YES). If INDUSTRY_2=2 to 10 then code as 0 (No) Do not code household heads or EMPLHOME or FETCHWOOD or FETCHWOOD as done in EMPFRM_1. Employment sector, Secondary job Employment sector, Secondary job Employment sector, Secondary job Employment sector, Secondary job Employment sector, Secondary job 2888 23523 1 Public, Government, Army 2 State owned 3 Private / NGO Sysmiss Code only for EMPTYPE_WB_2=1, 4, 5, 7, 9 (wage employees), otherwise code as missing. Classifies the secondary job's sector of activity for individuals with wage jobs. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Armed forces and international institutions are included in Public sector. State owned includes para-statal firms and all other enterprises in which the government has control. Note: if no such question leave as missing. This will mean that the in the variable EMPCAT_2 wage jobs will not be further disaggregated. Do not code it on the basis of ISCO or ISIC codes. Employment categories, Secondary job Employment categories, Secondary job Employment categories, Secondary job Employment categories, Secondary job Employment categories, Secondary job 2888 23523 11 Wage public 12 Wage private non-agri 13 Wage private agri 21 Family enterprise non-agri 22 Family farmer Sysmiss This is a derived variable from the EMPTYPE_WB_2, EMPSEC_2 and EMPFRM_2. If EMPTYPE_WB_2=1, 4, 5, 7, 9 then code as 1 If EMP_CAT_2=1 and EMPSEC_2=1, 2 then code 11 If EMP_CAT_2=1 and EMPSEC_2= 3 and EMPFRM_2=0 then code 12 If EMP_CAT_2=1 and EMPSEC_2= 3 and EMPFRM_1=1 then code 13 If EMPTYPE_WB_2=2, 3, 6 then code as 2 If EMP_CAT_2=2 and EMPFRM_2=0 then code 21 If EMP_CAT_2=2 and EMPFRM_2=1 then code 22 Last wage payment in nominal local currency, Secondary job Last wage payment in nominal local currency, Secondary job Last wage payment in nominal local currency, Secondary job Last wage payment in nominal local currency, Secondary job Last wage payment in nominal local currency, Secondary job 125 26286 900000 56923.2 104357.845 For EMPTYPE_WB_1=1, 4, 5, 7, 9 only (wage employees). Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Wage from secondary job. This includes tips, bonuses, and other wage payments. By definition non-paid employees should have wage=0. Time unit for WAGE_2, Secondary job Time unit for WAGE_2, Secondary job Time unit for WAGE_2, Secondary job Time unit for WAGE_2, Secondary job Time unit for WAGE_2, Secondary job 125 26286 1 Hourly 2 Daily 3 Weekly 4 Every two weeks 5 Twice per month 6 Monthly 7 Quarterly 8 Biannual 9 Annual 10 Other Sysmiss Code only for EMPTYPE_WB_1=1, 4, 5, 7, 9 (wage employees), otherwise code as missing. Unit of time for the wage variable of the secondary job. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. Hours worked last week, Secondary job Hours worked last week, Secondary job Hours worked last week, Secondary job Hours worked last week, Secondary job Hours worked last week, Secondary job 125 26286 2 90 38.712 22.516 This is the usual number of hours worked per week in the secondary job. Use information from all sections (12 months or 7 days) that ask this question. First use information from the 12 month section. For all missing values and observations coded as 9, use the 7 day section. If only information on how many hours individuals worked per day is available but no information on number of days worked a week is available, multiply the hours by 5 days. Similarly for hours worked per month divide by 4.2 to get weekly hours. Secondary job income from self employed agricultural activity Secondary job income from self employed agricultural activity Secondary job income from self employed agricultural activity Secondary job income from self employed agricultural activity Secondary job income from self employed agricultural activity 2888 23523 No 1 Yes Sysmiss Code as 1(YES) if the source of income is from self-employed agriculture activities, otherwise code as 0 (NO). If EMP_CAT_2! =. Or EMP_CAT_2! =. Then code as 0 Replace code = 1 If EMP_CAT_2=13 or 22 Secondary job income from self employed non-agricultural activity Secondary job income from self employed non-agricultural activity Secondary job income from self employed non-agricultural activity Secondary job income from self employed non-agricultural activity Secondary job income from self employed non-agricultural activity 2888 23523 No 1 Yes Sysmiss Code as 1(YES) if the source of income is from self-employed agriculture activities, otherwise code as 0 (NO). If EMP_CAT_2! =. Then code as 0 Replace code = 1 If EMP_CAT_2=21 Secondary job income from wage non-agricultural activity Secondary job income from wage non-agricultural activity Secondary job income from wage non-agricultural activity Secondary job income from wage non-agricultural activity Secondary job income from wage non-agricultural activity 2888 23523 No 1 Yes Sysmiss Code as 1(YES) if the source of income is from self-employed agriculture activities, otherwise code as 0 (NO). If EMP_CAT_2! =. Then code as 0 Replace code = 1 If EMP_CAT_2=11 or 12