Publication: Measuring Poverty in Lebanon Using 2011 HBS
Loading...
Published
2015-12-08
ISSN
Date
2017-02-13
Editor(s)
Abstract
The purpose of this technical note is to describe how the welfare aggregate and poverty line were constructed in Lebanon using HBS 2011. It is a part of broader collaboration between CAS and the World Bank to improve data quality and poverty monitoring capabilities in the country. Different approaches have been tested to correct non-response and to measure poverty. The note consists of eight sections. Section 2 briefly discusses main methodological issues in poverty measurement. Section 3 explains construction of different components of welfare aggregate. Section 4 documents construction of poverty lines. Triangulation of obtained poverty estimates, sensitivity analysis are conducted in section 5. This section also contains supplementary poverty numbers based on consumption per adult equivalent. Finally, section 6 concludes and discusses areas for further consideration in poverty measurement.
Link to Data Set
Citation
“Lebanon Central Administration of Statistics; World Bank. 2015. Measuring Poverty in Lebanon Using 2011 HBS. © World Bank. http://hdl.handle.net/10986/26049 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Snapshot of Poverty and Labor Market Outcomes in Lebanon Based on Household Budget Survey 2011-2012(World Bank, Washington, DC, 2016-05)This brief is based on analysis of the 2011-12 household budget survey (HBS) implemented by Central Administration for Statistics (CAS) with technical assistance from the World Bank. The survey was conducted during the period of September 2011 to November 2012, and was stratified across nine regions. The sample was designed to cover 4,805 households, but due to high non-response, it only includes 2,476 participating households. Poverty numbers presented in this note are not comparable with poverty estimates for other years due to differences in the instruments, fieldwork implementation and to some extent sample design; and also due to differences in the methodology for constructing welfare aggregate and the poverty line. All regional estimates in this report should be viewed with caution given concerns about significant levels of nonresponse and relatively small sample sizes within regions. CAS and the World Bank are working together to improve the quality of future surveys.Publication Consumption Poverty in the Republic of Kosovo in 2009 : Western Balkans Programmatic Poverty Assessment(World Bank and Statistical Office of Kosovo, Prishtina, 2011-05)Since the end of armed conflict in 1999, progress on improving living standards in the Republic of Kosovo has been slow and uneven, despite solid macroeconomic performance. Kosovo weathered the economic crisis in 2008-09 better than most countries in South Eastern Europe (SEE). Even so, this growth was modest, constrained by a worsening investment climate, a drop in foreign direct investment, poor governance and rule of law, and growing rent seeking behavior (World Bank 2010). Remittances from the sizeable out-migrant population also declined following the onset of the crisis. Thus Kosovo remains the poorest country in South Eastern Europe. The approach reflects a broader shift in the World Bank's analytical work on poverty in the Western Balkans, placing greater emphasis on shorter and more frequent poverty updates as new data become available. This poverty update is based on the household budget survey (HBS) conducted in 2009. Even though Kosovo appears to have suffered less from the economic crisis than most countries in Europe, it remains one of the poorest countries in Europe. Kosovo's population is exceptionally young, and children and youths are disproportionately poor. Education and employment are intimately related to poverty status. In the aggregate, Kosovo's extremely high unemployment rate is another important driver of its high poverty levels. More rapid employment growth is needed not only to help today's adults, but also to accommodate the rapidly growing youth population that is entering the labor force, and will continue to do so for many years to come.Publication Bhutan Poverty Assessment 2014(World Bank, Washington, DC, 2014)This report identifies the key drivers of rapid poverty reduction in Bhutan over the recent years, explaining why some dzongkhags are stuck in poverty or reducing poverty is not significant while others prospered, and whether female headed households have a harder time reducing poverty. The exercise draws mainly on data from the two rounds of Bhutan Living Standards Survey (2007 and 2012) supplemented with focus group discussions carried out for the report in select dzongkhags. Bhutan's poverty reduction has been rapid, broad-based, and inclusive. Between 2007 and 2012, the percentage of consumption poor halved to 12 percent. Bhutan has nearly ended extreme poverty within the living memory of a generation extreme poverty touched a low of two percent in 2012. Broader multidimensional poverty indices, that include education and health outcomes besides standards of living, also indicate a steep decline in the percentage of deprived population by two-thirds, from about 25 percent to 12.7 percent. Growth in Bhutan helped the previously landless to escape poverty. Education appears to be the most important route by far to escape poverty. This report is a complement to the earlier Poverty Analysis Report 2012 which was prepared with the World Bank's technical support.Publication The Kyrgyz Republic : Poverty Update, 2011(Washington, DC, 2013-06-21)This report aims to provide an update of the profile of the poor and describe the dynamics of poverty and inequality in the Kyrgyz Republic during 2007-2011. This period was marked by economic and political volatility which adversely impacted the country's capacity to achieve some of the Millennium Development Goals (MDG). The lack of progress in indicators related to maternal and child health and combating HIV/AIDS and other diseases continues to be of concern. However, in comparison to other low-income countries, non-monetary indicators of poverty in the Kyrgyz Republic fare relatively well in such areas as health, education, and access to basic infrastructure services. The report finds that at the micro-level the leading factors associated with poverty are household demographic characteristics. Larger and younger households with relatively fewer income-generating members and more net consumers, such as children, are more prone to poverty. Female-headed households have lower consumption per capita all other things held equal.Publication Braving the Storm(World Bank, Washington, DC, 2015-05)This note describes the trends in, and composition of, absolute poverty based on household expenditures, and is thus concerned, as a matter of policy objectives, with access of the population to a particular minimum standard of living. This should be viewed as complementary to the companion note on social exclusion based on Europe 2020 indicators including the relative at-risk-of-poverty (AROP) rate, focuses on low income in relation to other residents in a given country. In addition to the analysis of absolute poverty, the note also presents an analysis of inclusive growth, aimed at assessing whether income growth (losses) benefit (impact) differentially the lowest part (here, bottom forty percent) of the distribution. Other approaches, such as those including measures of poverty based on current income, or self-reported measures of affordability, or approached that differ in the way they set the poverty threshold exist. The choice of World Bank’s methodology for purposes of this report is primarily on pragmatic grounds: (i) it allows for the analysis of trends during 2007-2011; (ii) the same methodology was adopted in the previous report (World Bank 2009) to analyze poverty trends during 2004-2007, thus providing a longer trend; (iii) it allows for comparisons of trends across the entities of BiH.
Users also downloaded
Showing related downloaded files
Publication Lebanon Economic Monitor, Fall 2022(Washington, DC, 2022-11)The economy continues to contract, albeit at a somewhat slower pace. Public finances improved in 2021, but only because spending collapsed faster than revenue generation. Testament to the continued atrophy of Lebanon’s economy, the Lebanese Pound continues to depreciate sharply. The sharp deterioration in the currency continues to drive surging inflation, in triple digits since July 2020, impacting the poor and vulnerable the most. An unprecedented institutional vacuum will likely further delay any agreement on crisis resolution and much needed reforms; this includes prior actions as part of the April 2022 International Monetary Fund (IMF) staff-level agreement (SLA). Divergent views among key stakeholders on how to distribute the financial losses remains the main bottleneck for reaching an agreement on a comprehensive reform agenda. Lebanon needs to urgently adopt a domestic, equitable, and comprehensive solution that is predicated on: (i) addressing upfront the balance sheet impairments, (ii) restoring liquidity, and (iii) adhering to sound global practices of bail-in solutions based on a hierarchy of creditors (starting with banks’ shareholders) that protects small depositors.Publication Classroom Assessment to Support Foundational Literacy(Washington, DC: World Bank, 2025-03-21)This document focuses primarily on how classroom assessment activities can measure students’ literacy skills as they progress along a learning trajectory towards reading fluently and with comprehension by the end of primary school grades. The document addresses considerations regarding the design and implementation of early grade reading classroom assessment, provides examples of assessment activities from a variety of countries and contexts, and discusses the importance of incorporating classroom assessment practices into teacher training and professional development opportunities for teachers. The structure of the document is as follows. The first section presents definitions and addresses basic questions on classroom assessment. Section 2 covers the intersection between assessment and early grade reading by discussing how learning assessment can measure early grade reading skills following the reading learning trajectory. Section 3 compares some of the most common early grade literacy assessment tools with respect to the early grade reading skills and developmental phases. Section 4 of the document addresses teacher training considerations in developing, scoring, and using early grade reading assessment. Additional issues in assessing reading skills in the classroom and using assessment results to improve teaching and learning are reviewed in section 5. Throughout the document, country cases are presented to demonstrate how assessment activities can be implemented in the classroom in different contexts.Publication Morocco Economic Update, Winter 2025(Washington, DC: World Bank, 2025-04-03)Despite the drought causing a modest deceleration of overall GDP growth to 3.2 percent, the Moroccan economy has exhibited some encouraging trends in 2024. Non-agricultural growth has accelerated to an estimated 3.8 percent, driven by a revitalized industrial sector and a rebound in gross capital formation. Inflation has dropped below 1 percent, allowing Bank al-Maghrib to begin easing its monetary policy. While rural labor markets remain depressed, the economy has added close to 162,000 jobs in urban areas. Morocco’s external position remains strong overall, with a moderate current account deficit largely financed by growing foreign direct investment inflows, underpinned by solid investor confidence indicators. Despite significant spending pressures, the debt-to-GDP ratio is slowly declining.Publication Argentina Country Climate and Development Report(World Bank, Washington, DC, 2022-11)The Argentina Country Climate and Development Report (CCDR) explores opportunities and identifies trade-offs for aligning Argentina’s growth and poverty reduction policies with its commitments on, and its ability to withstand, climate change. It assesses how the country can: reduce its vulnerability to climate shocks through targeted public and private investments and adequation of social protection. The report also shows how Argentina can seize the benefits of a global decarbonization path to sustain a more robust economic growth through further development of Argentina’s potential for renewable energy, energy efficiency actions, the lithium value chain, as well as climate-smart agriculture (and land use) options. Given Argentina’s context, this CCDR focuses on win-win policies and investments, which have large co-benefits or can contribute to raising the country’s growth while helping to adapt the economy, also considering how human capital actions can accompany a just transition.Publication World Development Report 2006(Washington, DC, 2005)This year’s Word Development Report (WDR), the twenty-eighth, looks at the role of equity in the development process. It defines equity in terms of two basic principles. The first is equal opportunities: that a person’s chances in life should be determined by his or her talents and efforts, rather than by pre-determined circumstances such as race, gender, social or family background. The second principle is the avoidance of extreme deprivation in outcomes, particularly in health, education and consumption levels. This principle thus includes the objective of poverty reduction. The report’s main message is that, in the long run, the pursuit of equity and the pursuit of economic prosperity are complementary. In addition to detailed chapters exploring these and related issues, the Report contains selected data from the World Development Indicators 2005‹an appendix of economic and social data for over 200 countries. This Report offers practical insights for policymakers, executives, scholars, and all those with an interest in economic development.