The National Bureau of Statistics (NBS) has the statutory mandate to provide socio-economic data on a wide range of issues, including poverty reduction programmes for informed decision making, policy formulation and implementation. Thus, the essence of adequate measurement and production of relevant evidence-based statistics on poverty and welfare of Nigerians cannot be overemphasized. The various laudable programmes of government aimed at combating poverty such as NEEDS, 7-Point Agenda, NAPEP, NDE, MDG amongst many others required tracking, monitoring and evaluation.
The history of Nigeria Living Standard Survey (NLSS) dates back to three periods. The pre-1993 period, 1993-1999 period, and the 2000-2008 period. Each of these periods are unique in their own way. During the pre-1993 period, there were no national efforts at monitoring poverty and the National Consumer Survey (NCS) as NLSS was then known approached the measurement of poverty with different objectives. However, during the 1993-1999 periods, national effort started in May 1993 when the NBS (then FOS) collaborated with the World Bank to conduct several national consumer surveys. This period marked the beginning of a search for data.
The search further led the World Bank to collaborate with the NBS and National Planning Commission under the National Committee on poverty to produce the first ever poverty report in Nigeria. Using the NCS data of 1985-1992, three draft reports were produced leading to what is called "the evolution of poverty and welfare in Nigeria 1985-1992". This was followed by the "Poverty Profile for Nigeria 1980-1996" published in 1999 and was made possible through the World Bank support to NBS for the NCS of 1996 and the extended analysis to the NCS data of 1980/81.
With the search still on, the 2000-2008 periods, witnessed an era of influx of support from development partners for the measurement, monitoring and evaluation of welfare through NLSS and CWIQ in Nigeria. The NLSS used the expenditure approach to measure, monitor, and evaluate poverty. Thus, the NBS again through the support of the WB, DFID, EU and UNDP enlarged the implementation of the NCS of 2004, referred to as Nigeria Living Standard Survey. The support resulted to the emergence of two reports, a standalone poverty profile of Nigeria 2004 and the Nigeria Living Standard Survey 2004 report.
The Harmonized Nigeria Living Standard Survey (HNLSS) is an instrument for regular monitoring of welfare and social trends for different population groups of the society especially the poor. It is hoped that this report will be useful especially to the Federal Government of Nigeria, All states in Nigeria, Non-Governmental Organisation (NGO), and International Development Partners such as the World Bank, UNDP, UNICEF, and other institutions involved in monitoring welfare and poverty across the globe.
National Zone State Local Government Sector (Urban/Rural)
Household and individual
Household members
Sample survey data [ssd]
The sample design employed for HNLSS Survey 2008/09 is a 2-stage cluster sample design in which Enumeration Areas (EAs) or Primary Sampling Units (PSUs) constitutes the 1st stage sample while the Housing units (HUs) from the EAs make up the 2nd stage sample or the Ultimate Sampling Units (USUs)
Sampling Frame The enumeration areas (EAs) as demarcated by the National Population Commission (NPopC) for the 2006 population census served as the sampling frame for the HNLSS 2008/09.
Sample Size Sample sizes must meet some minimal requirement in order to obtain reliable estimate. Hence, for HNLSS Survey 2008/09, the sample size varies from state to state depending on the number of Local Government Areas (LGAs) in each state. Ten (10) EAs were selected in each LGA making a total of 7,774 EAs to be canvassed for throughout the federation from the 774 LGAs including the Federal Capital Territory (FCT) Abuja.
Selection Procedure The 7,740 EAs were selected directly from the population of the EAs in the NPopC with equal probability of selection. Prior to selection, all the contiguous EAs were arranged in serpentine order in each LGA of the state. This arrangement ensured that there was no overlapping
A total of 77,390 households were covered from a sample of 77,400 households giving the survey coverage rate of 99.9 percent. Of all the six zones, it was only SW zone that had the least response rate of 99.9 percent. The response rate in the remaining 5 zone was 100.0 percent each. Table 1.2 Status of Retrieval of Records by Zone and State attached to the report in External Resources
AS PER DATA SET At households level, out of the 77,390 retrieved, only 73,329 were scanable.
Estimation Procedure Let E be the number of EAs in the state e be the number of selected in the state For a given stratum or domain, the estimate of the variance of a rate, r is given by
Var(r) = (se)2 = 1 ?(ri - r)2 K(k -1)i=1 Where K is the number of clusters in the stratum or estimation domain r is the weighted estimate calculated from the entire sample of clusters in the stratum ri is equal to Kr - (K-1) r(i), where r(i) is re-weighted estimate calculated from the reduced sample of K-1 clusters
To obtain an estimate of the variance at a higher level, say, at the national level, the process is repeated over all strata, with K redefined to refer to the total number of clusters (as opposed to the number in the stratum)
Estimation of Mean Let N be the total number of Housing Units listed for the selected EA n be the number of selected Housing Units in the selected EA Yij be the value of element from selected HUs of the selected EA Y be the estimate of sample total
Therefore, for a proportion estimate, we have . yij .xi
No deviation
Face-to-face [f2f]
The questionnaire is a structured questionnaire (Scanable) developed as a joint effort of the National Bureau of Statistics, the World Bank and National Planning Commission. After series of meeting and two consultative workshops.
SECTION 1: HOUSEHOLD ROSTER SECTION 2: EDUCATION - PART 2A: GENERAL EDUCATION SECTION 2: EDUCATION - PART 2B: LITERACY AND APPRENTICESHIP SECTION 3: HEALTH - PART 3A: HEALTH CONDITION SECTION 3: HEALTH-PART 3B: MALARIA SECTION 3: HEALTH - PART 3C: DISABILITY AND ACTIVITIES OF DAILY LIVING SECTION 3: HEALTH - PART 3D: PREVENTIVE HEALTH AND VACCINATION SECTION 3: HEALTH - PART 3E: FERTILITY, PRENATAL CARE AND CONTRACEPTIVE USE SECTION 3: HEALTH - PART 3F: HIV/AIDS SECTION 3: HEALTH - PART 3G: GENDER-BASED VIOLENCE SECTION 4: EMPLOYMENT AND TIME USE-PART A:SCREENING QUESTIONS & LIST OF OCCUPATIONS SECTION 4: EMPLOYMENT AND TIME USE-PART B:CHARACTERISTICS OF MAIN WAGE EMPLOYMENT SECTION 4: EMPLOYMENT AND TIME USE-PART D:UNEMPLOYMENT & EMPLOYMENT SEARCH IN THE PASS SEVEN DAYS SECTION 4: EMPLOYMENT AND TIME USE-PART E:HOUSEHOLD CHORES SECTION 4: EMPLOYMENT AND TIME USE-PART F:TRAINING/PROGRAM PARTICIPATION SECTION 4: EMPLOYMENT AND TIME USE-PART G:CONSOLIDATED DESIRED EMPLOYMENT SECTION 5: MIGRATION SECTION 6: HOUSING PART A: TYPE OF DWELLING SECTION 6: HOUSING PART B: OCCUPANCY STATUS OF DWELLING SECTION 6: HOUSING PART C: HOUSING EXPENDITURE (RENT) SECTION 6: HOUSING PART D: PHYSICAL CHARACTERISTICS OF DWELLING SECTION 6: HOUSING PART E: ENERGY SECTION 6: HOUSING PART F: WATER AND SANITATION SECTION 6: HOUSING PART G: ACCESS TO THE NEAREST SOCIAL AMENITY SECTION 7: OWNERSHIP OF DURABLE ASSETS SECTION 8: CRIME AND SECURITY SECTION 9: SUBJECTIVE POVERTY
Headquarters Training of Trainers (T0T) The first level of training at the headquarter consisted of three categories of officers, namely, the trainers at the zonal level, fieldwork monitoring officers and data processing officers who were crucial to the successful implementation of the survey.
The intensive and extensive training lasted for five days. Zonal Level Training The training took place in the six zonal FOS [now NBS] offices representing the six geo-political zones of the country. These are Ibadan (South West) Enugu (South East), Calabar (South South), Jos (North Central), Maiduguri (North East) and Kaduna (North West).
The composition of the team from each State to the six different zones were the State officer, one scrutiny officer and two field officers, making four persons per state. Two resource persons from the headquarters did the training with the zonal controllers participating and contributing during the five-day regimented and intensive training.
State Level Training The third level training was at the State level. A total of 40 officers were trained, comprising 20 enumerators, 10 editing staff and 10 supervisors.
The State Statistical Agencies, as a matter policy, contributed 5-10 enumerators. The ten-day exercise was also regimented, intensive and extensive because the enumerators were also crucial for effective implementation of data collection.
Total of 77,390 households were covered from a sample of 77,400 households giving the survey coverage rate of 99.9 percent
As per data set at households level, out of the 77,390 retrieved, only 73,329 were analysable giving 94.7 percent.
At sector level (Urban/Rural), 25.2% were recorded for Urban while Rural recorded 74.8%.
The data processing of the HNLSS records was done at
The General Household Survey (GHS), ran from 1971-2011 (the UKDS holds data from 1972-2011). It was a continuous annual national survey of people living in private households, conducted by the Office for National Statistics (ONS). The main aim of the survey was to collect data on a range of core topics, covering household, family and individual information. This information was used by government departments and other organisations for planning, policy and monitoring purposes, and to present a picture of households, families and people in Great Britain. In 2008, the GHS became a module of the Integrated Household Survey (IHS). In recognition, the survey was renamed the General Lifestyle Survey (GLF). The GLF closed in January 2012. The 2011 GLF is therefore the last in the series. A limited number of questions previously run on the GLF were subsequently included in the Opinions and Lifestyle Survey (OPN).
Secure Access GHS/GLF
The UKDS holds standard access End User Licence (EUL) data for 1972-2006. A Secure Access version is available, covering the years 2000-2011 - see SN 6716 General Lifestyle Survey, 2000-2011: Secure Access.
History
The GHS was conducted annually until 2011, except for breaks in 1997-1998 when the survey was reviewed, and 1999-2000 when the survey was redeveloped. Further information may be found in the ONS document An overview of 40 years of data (General Lifestyle Survey Overview - a report on the 2011 General Lifestyle Survey) (PDF). Details of changes each year may be found in the individual study documentation.
EU-SILC
In 2005, the European Union (EU) made a legal obligation (EU-SILC) for member states to collect additional statistics on income and living conditions. In addition, the EU-SILC data cover poverty and social exclusion. These statistics are used to help plan and monitor European social policy by comparing poverty indicators and changes over time across the EU. The EU-SILC requirement was integrated into the GHS/GLF in 2005. After the closure of the GLF, EU-SILC was collected via the Family Resources Survey (FRS) until the UK left the EU in 2020.
Reformatted GHS data 1973-1982 - Surrey SPSS Files
SPSS files were created by the University of Surrey for all GHS years from 1973 to 1982 inclusive. The early files were restructured and the case changed from the household to the individual with all of the household information duplicated for each individual. The Surrey SPSS files contain all the original variables as well as some extra derived variables (a few variables were omitted from the data files for 1973-76). In 1973 only, the section on leisure was not included in the Surrey SPSS files. This has subsequently been made available, however, and is now held in a separate study, General Household Survey, 1973: Leisure Questions (SN 3982). Records for the original GHS 1973-1982 ASCII files have been removed from the UK Data Archive catalogue, but the data are still preserved and available upon request.
The Government recognizes the fact that Population and Housing Census is the single most important source of demographic and socio-economic data in the country. Population and Housing Census data are important in the preparation of social and economic development policies, in monitoring improvement in the quality of life of the population and in establishment of the system of sustainable development. Population and Housing Census data will also provide a sampling frame for intercensal surveys which will be conducted in order to generate policies which will support the implementation process of the Tanzania Development Vision 2025 and the Zanzibar Development Vision 2020as well as social and economic reforms in a decentralized Government framework.
At the planning level, the Population and Housing Census data will play a central role in the formulation of realistic development of people. In the Tanzania situation where the Government is decentralizing its functions to the district level, reliable and up-to-date population and Housing Census data will help district authorities to prepare development plans, which will reflect the aspirations of the people.
Given the Government goals of, one, reducing the proportion of Tanzanians living in absolute poverty by the year 2010, and two, of eradicating absolute poverty by the year 2025, the 2002 population and Housing Census has enabled the Government to get data which will be used to develop poverty status predictors. As such the 2002 population and Housing Census is an important source of data for poverty monitoring activities. Finally, the 2002 population and Housing Census has enabled the Government to get data on population growth and distribution by age, sex and location and their relationship to the resource base i.e. their impact on the environment.
National
Census/enumeration data [cen]
Face-to-face [f2f]
There were two types of census questionnaires namely the long and the short questionnaire. The first eight questions, which appeared in both questionnaires, were name, relation to the head of the household, age, sex, marital status, disability and citizenship.
In addition the long questionnaire included extra questions on the following topics. 1. Survivorship of the parents of the person 2. Migration 3. Education for all persons 5 years and above 4. Economic Activity for all persons 5 year and above 5. Fertility of all women aged 12 years and above 6. Mortality 7. Housing conditions
Overall, the long questionnaire comprised 37 questions. Questionnaires were in Swahili Language.
Census data based on the long questionnaire is subject to sampling errors. Sampling errors of estimates for selected variables were estimated. For the sake of simplicity, sampling errors were calculated by using a formula for linear estimates without taking into account the ratio estimation. The detail for the sampling errors found from page 192 to 193 of the analytical report.
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The National Bureau of Statistics (NBS) has the statutory mandate to provide socio-economic data on a wide range of issues, including poverty reduction programmes for informed decision making, policy formulation and implementation. Thus, the essence of adequate measurement and production of relevant evidence-based statistics on poverty and welfare of Nigerians cannot be overemphasized. The various laudable programmes of government aimed at combating poverty such as NEEDS, 7-Point Agenda, NAPEP, NDE, MDG amongst many others required tracking, monitoring and evaluation.
The history of Nigeria Living Standard Survey (NLSS) dates back to three periods. The pre-1993 period, 1993-1999 period, and the 2000-2008 period. Each of these periods are unique in their own way. During the pre-1993 period, there were no national efforts at monitoring poverty and the National Consumer Survey (NCS) as NLSS was then known approached the measurement of poverty with different objectives. However, during the 1993-1999 periods, national effort started in May 1993 when the NBS (then FOS) collaborated with the World Bank to conduct several national consumer surveys. This period marked the beginning of a search for data.
The search further led the World Bank to collaborate with the NBS and National Planning Commission under the National Committee on poverty to produce the first ever poverty report in Nigeria. Using the NCS data of 1985-1992, three draft reports were produced leading to what is called "the evolution of poverty and welfare in Nigeria 1985-1992". This was followed by the "Poverty Profile for Nigeria 1980-1996" published in 1999 and was made possible through the World Bank support to NBS for the NCS of 1996 and the extended analysis to the NCS data of 1980/81.
With the search still on, the 2000-2008 periods, witnessed an era of influx of support from development partners for the measurement, monitoring and evaluation of welfare through NLSS and CWIQ in Nigeria. The NLSS used the expenditure approach to measure, monitor, and evaluate poverty. Thus, the NBS again through the support of the WB, DFID, EU and UNDP enlarged the implementation of the NCS of 2004, referred to as Nigeria Living Standard Survey. The support resulted to the emergence of two reports, a standalone poverty profile of Nigeria 2004 and the Nigeria Living Standard Survey 2004 report.
The Harmonized Nigeria Living Standard Survey (HNLSS) is an instrument for regular monitoring of welfare and social trends for different population groups of the society especially the poor. It is hoped that this report will be useful especially to the Federal Government of Nigeria, All states in Nigeria, Non-Governmental Organisation (NGO), and International Development Partners such as the World Bank, UNDP, UNICEF, and other institutions involved in monitoring welfare and poverty across the globe.
National Zone State Local Government Sector (Urban/Rural)
Household and individual
Household members
Sample survey data [ssd]
The sample design employed for HNLSS Survey 2008/09 is a 2-stage cluster sample design in which Enumeration Areas (EAs) or Primary Sampling Units (PSUs) constitutes the 1st stage sample while the Housing units (HUs) from the EAs make up the 2nd stage sample or the Ultimate Sampling Units (USUs)
Sampling Frame The enumeration areas (EAs) as demarcated by the National Population Commission (NPopC) for the 2006 population census served as the sampling frame for the HNLSS 2008/09.
Sample Size Sample sizes must meet some minimal requirement in order to obtain reliable estimate. Hence, for HNLSS Survey 2008/09, the sample size varies from state to state depending on the number of Local Government Areas (LGAs) in each state. Ten (10) EAs were selected in each LGA making a total of 7,774 EAs to be canvassed for throughout the federation from the 774 LGAs including the Federal Capital Territory (FCT) Abuja.
Selection Procedure The 7,740 EAs were selected directly from the population of the EAs in the NPopC with equal probability of selection. Prior to selection, all the contiguous EAs were arranged in serpentine order in each LGA of the state. This arrangement ensured that there was no overlapping
A total of 77,390 households were covered from a sample of 77,400 households giving the survey coverage rate of 99.9 percent. Of all the six zones, it was only SW zone that had the least response rate of 99.9 percent. The response rate in the remaining 5 zone was 100.0 percent each. Table 1.2 Status of Retrieval of Records by Zone and State attached to the report in External Resources
AS PER DATA SET At households level, out of the 77,390 retrieved, only 73,329 were scanable.
Estimation Procedure Let E be the number of EAs in the state e be the number of selected in the state For a given stratum or domain, the estimate of the variance of a rate, r is given by
Var(r) = (se)2 = 1 ?(ri - r)2 K(k -1)i=1 Where K is the number of clusters in the stratum or estimation domain r is the weighted estimate calculated from the entire sample of clusters in the stratum ri is equal to Kr - (K-1) r(i), where r(i) is re-weighted estimate calculated from the reduced sample of K-1 clusters
To obtain an estimate of the variance at a higher level, say, at the national level, the process is repeated over all strata, with K redefined to refer to the total number of clusters (as opposed to the number in the stratum)
Estimation of Mean Let N be the total number of Housing Units listed for the selected EA n be the number of selected Housing Units in the selected EA Yij be the value of element from selected HUs of the selected EA Y be the estimate of sample total
Therefore, for a proportion estimate, we have . yij .xi
No deviation
Face-to-face [f2f]
The questionnaire is a structured questionnaire (Scanable) developed as a joint effort of the National Bureau of Statistics, the World Bank and National Planning Commission. After series of meeting and two consultative workshops.
SECTION 1: HOUSEHOLD ROSTER SECTION 2: EDUCATION - PART 2A: GENERAL EDUCATION SECTION 2: EDUCATION - PART 2B: LITERACY AND APPRENTICESHIP SECTION 3: HEALTH - PART 3A: HEALTH CONDITION SECTION 3: HEALTH-PART 3B: MALARIA SECTION 3: HEALTH - PART 3C: DISABILITY AND ACTIVITIES OF DAILY LIVING SECTION 3: HEALTH - PART 3D: PREVENTIVE HEALTH AND VACCINATION SECTION 3: HEALTH - PART 3E: FERTILITY, PRENATAL CARE AND CONTRACEPTIVE USE SECTION 3: HEALTH - PART 3F: HIV/AIDS SECTION 3: HEALTH - PART 3G: GENDER-BASED VIOLENCE SECTION 4: EMPLOYMENT AND TIME USE-PART A:SCREENING QUESTIONS & LIST OF OCCUPATIONS SECTION 4: EMPLOYMENT AND TIME USE-PART B:CHARACTERISTICS OF MAIN WAGE EMPLOYMENT SECTION 4: EMPLOYMENT AND TIME USE-PART D:UNEMPLOYMENT & EMPLOYMENT SEARCH IN THE PASS SEVEN DAYS SECTION 4: EMPLOYMENT AND TIME USE-PART E:HOUSEHOLD CHORES SECTION 4: EMPLOYMENT AND TIME USE-PART F:TRAINING/PROGRAM PARTICIPATION SECTION 4: EMPLOYMENT AND TIME USE-PART G:CONSOLIDATED DESIRED EMPLOYMENT SECTION 5: MIGRATION SECTION 6: HOUSING PART A: TYPE OF DWELLING SECTION 6: HOUSING PART B: OCCUPANCY STATUS OF DWELLING SECTION 6: HOUSING PART C: HOUSING EXPENDITURE (RENT) SECTION 6: HOUSING PART D: PHYSICAL CHARACTERISTICS OF DWELLING SECTION 6: HOUSING PART E: ENERGY SECTION 6: HOUSING PART F: WATER AND SANITATION SECTION 6: HOUSING PART G: ACCESS TO THE NEAREST SOCIAL AMENITY SECTION 7: OWNERSHIP OF DURABLE ASSETS SECTION 8: CRIME AND SECURITY SECTION 9: SUBJECTIVE POVERTY
Headquarters Training of Trainers (T0T) The first level of training at the headquarter consisted of three categories of officers, namely, the trainers at the zonal level, fieldwork monitoring officers and data processing officers who were crucial to the successful implementation of the survey.
The intensive and extensive training lasted for five days. Zonal Level Training The training took place in the six zonal FOS [now NBS] offices representing the six geo-political zones of the country. These are Ibadan (South West) Enugu (South East), Calabar (South South), Jos (North Central), Maiduguri (North East) and Kaduna (North West).
The composition of the team from each State to the six different zones were the State officer, one scrutiny officer and two field officers, making four persons per state. Two resource persons from the headquarters did the training with the zonal controllers participating and contributing during the five-day regimented and intensive training.
State Level Training The third level training was at the State level. A total of 40 officers were trained, comprising 20 enumerators, 10 editing staff and 10 supervisors.
The State Statistical Agencies, as a matter policy, contributed 5-10 enumerators. The ten-day exercise was also regimented, intensive and extensive because the enumerators were also crucial for effective implementation of data collection.
Total of 77,390 households were covered from a sample of 77,400 households giving the survey coverage rate of 99.9 percent
As per data set at households level, out of the 77,390 retrieved, only 73,329 were analysable giving 94.7 percent.
At sector level (Urban/Rural), 25.2% were recorded for Urban while Rural recorded 74.8%.
The data processing of the HNLSS records was done at