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Subnational Income, Growth, and the COVID-19 Pandemic 国家以下各级收入、增长与 COVID-19 大流行病
The World Bank Economic Review Pub Date : 2024-06-14 DOI: 10.1093/wber/lhae027
M. A. Choudhary, Ilaria Dal Barco, Ijlal A. Haqqani, Federico Lenzi, Nicola Limodio
{"title":"Subnational Income, Growth, and the COVID-19 Pandemic","authors":"M. A. Choudhary, Ilaria Dal Barco, Ijlal A. Haqqani, Federico Lenzi, Nicola Limodio","doi":"10.1093/wber/lhae027","DOIUrl":"https://doi.org/10.1093/wber/lhae027","url":null,"abstract":"\u0000 Using real-time data and machine-learning methods, we produce monthly aggregates on gross national income (GNI) for 147 Pakistani districts between 2012 and 2021. We use them to understand whether and how the COVID-19 pandemic affected the growth and subnational distribution of income in Pakistan. Three findings emerge from our analysis. First, districts experienced a sizable decline in income during the pandemic, as their monthly growth rate dropped on average by 0.133 percentage points. Second, a larger income drop took place in districts with a higher COVID-19 incidence, which correspond to urban areas characterized by a higher population density. Third, COVID-19 caused a decline in income inequality across districts, with richer districts experiencing more negative income growth during the pandemic.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"43 27","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141339890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating Survey and Geospatial Data for Geographical Targeting of the Poor and Vulnerable: Evidence from Malawi 整合调查和地理空间数据,对贫困和弱势群体进行地理定位:马拉维的证据
The World Bank Economic Review Pub Date : 2024-06-13 DOI: 10.1093/wber/lhae025
M. Gualavisi, David Newhouse
{"title":"Integrating Survey and Geospatial Data for Geographical Targeting of the Poor and Vulnerable: Evidence from Malawi","authors":"M. Gualavisi, David Newhouse","doi":"10.1093/wber/lhae025","DOIUrl":"https://doi.org/10.1093/wber/lhae025","url":null,"abstract":"\u0000 To address the challenge of identifying the poorest villages in developing countries, this study introduces a cost-effective strategy that leverages a combination of household consumption surveys, geospatial data, and a partial registry. The study simulates a partial registry, containing data from 450 villages across 10 impoverished districts of Malawi, and contains proxy poverty indicators. These indicators are used to impute estimates of household per capita consumption, which in turn are used to train a prediction model using publicly available geospatial data. This method is evaluated against an imputed reference of village welfare, derived from the 2016 household survey. The partial registry approach is benchmarked against three alternatives: proxy means test scores, the Meta Relative Wealth Index, and predictions from household surveys with geospatial indicators. Results show the partial registry model's rank correlation with actual welfare measures at 0.75, outperforming the other methods significantly, which ranged from −0.02 to 0.2. These findings hold under various robustness checks, including the addition of Gaussian noise, indicating that collecting household-level proxy poverty data in low-income areas can significantly improve the performance of machine learning models that integrate survey and satellite imagery data for village-level geographic targeting.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"51 20","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141345382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Is There a Bright Side to the China Syndrome? Rising Export Opportunities and Life Satisfaction in China 中国综合症有光明的一面吗?中国不断增长的出口机会与生活满意度
The World Bank Economic Review Pub Date : 2024-02-27 DOI: 10.1093/wber/lhae006
M. Crozet, Laura Hering, Sandra Poncet
{"title":"Is There a Bright Side to the China Syndrome? Rising Export Opportunities and Life Satisfaction in China","authors":"M. Crozet, Laura Hering, Sandra Poncet","doi":"10.1093/wber/lhae006","DOIUrl":"https://doi.org/10.1093/wber/lhae006","url":null,"abstract":"\u0000 Export growth affects individuals through numerous and contradictory channels. In China, the development of exports has promoted economic development and income growth, but it has also disrupted social structures and work environments. This paper explores the overall effect of exports on perceived well-being by combining responses from a large longitudinal survey covering over 45,000 Chinese with a shift-share measure of local export opportunities. Results show that individuals’ perceived life satisfaction increases significantly in prefectures that benefited from greater export opportunities, despite a negative effect on self-reported health. The positive well-being gains go beyond a simple income effect. These non-monetary gains are related to the individuals’ professional life: export-related well-being gains are stronger for working-age individuals (especially men and low-skilled workers), are largest for workers in the manufacturing sector (which produces the vast majority of China’s exports), and are found when the satisfaction indicator focuses on work but not on other aspects of daily life.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"29 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140427206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Positioning in Global Value Chains: World Map and Indicators, a New Dataset Available for GVC Analyses 全球价值链中的定位:世界地图和指标,用于全球价值链分析的新数据集
The World Bank Economic Review Pub Date : 2024-02-22 DOI: 10.1093/wber/lhae005
M. Mancini, P. Montalbano, S. Nenci, D. Vurchio
{"title":"Positioning in Global Value Chains: World Map and Indicators, a New Dataset Available for GVC Analyses","authors":"M. Mancini, P. Montalbano, S. Nenci, D. Vurchio","doi":"10.1093/wber/lhae005","DOIUrl":"https://doi.org/10.1093/wber/lhae005","url":null,"abstract":"\u0000 This work reviews and computes the commonly used Global Value Chains (GVC) positioning indicators found in the empirical literature, providing scholars with a novel and comprehensive global dataset of upstreamness and downstreamness measures. This dataset covers a wide range of countries, including many developing nations, and industries, and spans an extensive timeframe. Specifically, it offers GVC positioning indicators for all economies and industries included in prominent Inter-Country Input-Output tables, such as ADB, EORA, OECD TiVA, WIOD, and Long-run WIOD. This work also delves into the degree of comparability across the different datasets, offering informative comparisons of the GVC positioning measures encompassing overlapping countries and periods, sectors, geographical regions, and income levels. Notably, these indicators are “ready-to-use” and open access, presenting an exceptional opportunity for qualitative and quantitative analyses of various economic dimensions on GVCs and for informing policymaking.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"31 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140441927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
How Much Are Government Jobs in Developing Countries Worth? 发展中国家的政府工作价值几何?
The World Bank Economic Review Pub Date : 2024-01-22 DOI: 10.1093/wber/lhad047
Kunal Mangal
{"title":"How Much Are Government Jobs in Developing Countries Worth?","authors":"Kunal Mangal","doi":"10.1093/wber/lhad047","DOIUrl":"https://doi.org/10.1093/wber/lhad047","url":null,"abstract":"\u0000 Government jobs in developing countries are valuable not just because they pay relatively higher wages, but also because they provide many valuable amenities. How does the value of these amenities compare with the nominal wage itself? The observed search behavior of candidates preparing for competitive exams for government jobs is used to infer a lower bound on the total value of a government job, including amenities. Based on a sample of 147 candidates preparing for civil service exams in Pune, India, the amenity value of a government job is estimated to comprise at least two-thirds of total compensation. The high amenity value is not driven by misinformed beliefs about the nominal wage, nor by a high value placed on the process of studying itself. Insights from focus group discussions help explain which government job amenities are most valued in this setting.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"18 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139607139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Social Protection and Foundational Cognitive Skills during Adolescence: Evidence from a Large Public Works Program 青少年时期的社会保护和基本认知技能:来自大型公共工程项目的证据
The World Bank Economic Review Pub Date : 2023-11-13 DOI: 10.1093/wber/lhad035
Richard Freund, Marta Favara, Catherine Porter, Jere Behrman
{"title":"Social Protection and Foundational Cognitive Skills during Adolescence: Evidence from a Large Public Works Program","authors":"Richard Freund, Marta Favara, Catherine Porter, Jere Behrman","doi":"10.1093/wber/lhad035","DOIUrl":"https://doi.org/10.1093/wber/lhad035","url":null,"abstract":"Abstract Many low- and middle-income countries have introduced public works programs (PWPs) to fight poverty. This paper provides the first evidence that children from families who benefit from PWPs show increased foundational cognitive skills. The results, based on unique tablet-based data collected as part of a long-standing longitudinal survey, show positive associations between participation in the Productive Safety Net Programme (PSNP) in Ethiopia during childhood with long-term memory and implicit learning, and suggestive evidence for working memory. These associations appear to be strongest for children whose households were still PSNP participants in the year of data collection. Evidence suggests that the association with implicit learning may be operating partially through children's time reallocation away from unpaid labor responsibilities, while the association with long-term memory may in part be due to the program's success in remediating nutritional deficits caused by early-life rainfall shocks.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"68 44","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136281993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Allocative Efficiency between and within the Formal and Informal Manufacturing Sectors in Zimbabwe 津巴布韦正规和非正规制造业部门之间和内部的配置效率
The World Bank Economic Review Pub Date : 2023-11-10 DOI: 10.1093/wber/lhad034
Godfrey Kamutando, Lawrence Edwards
{"title":"Allocative Efficiency between and within the Formal and Informal Manufacturing Sectors in Zimbabwe","authors":"Godfrey Kamutando, Lawrence Edwards","doi":"10.1093/wber/lhad034","DOIUrl":"https://doi.org/10.1093/wber/lhad034","url":null,"abstract":"Abstract Resource misallocation has the potential to reduce aggregate total factor productivity and undermine industrial development. Aggregate productivity losses are found to be particularly pronounced in emerging economies where large market frictions impede efficient resource allocation. Available estimates, however, almost entirely exclude firms in the informal sector that in some countries, such as Zimbabwe, make up a high share of overall production and employment. The exclusion of informal firms can result in either an over- or under-estimate of the aggregate productivity losses from misallocation. This paper, therefore, uses firm-level survey data to analyze how market distortions contribute to the misallocation of resources within and between the formal and informal manufacturing sectors in Zimbabwe. Applying the approach developed by Hsieh and Klenow (2009) to firm-level microdata, the results reveal extensive resource misallocation in both the formal and informal manufacturing sector. Market shares of informal firms are found to be low relative to their productivity—an outcome associated with relatively large capital market distortions. Misallocation is also more pronounced among relatively productive firms, thus exacerbating aggregate losses in total factor productivity (TFP). Estimates indicate that aggregated gains in TFP of 151.4 percent can be realized through efficient resource allocation.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":" 1250","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135186421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Short- and Longer-Term Effects of a Child Labor Ban 禁止童工的短期和长期影响
The World Bank Economic Review Pub Date : 2023-11-08 DOI: 10.1093/wber/lhad036
Caio Piza, André Portela Souza, Patrick M Emerson, Vivian Amorim
{"title":"The Short- and Longer-Term Effects of a Child Labor Ban","authors":"Caio Piza, André Portela Souza, Patrick M Emerson, Vivian Amorim","doi":"10.1093/wber/lhad036","DOIUrl":"https://doi.org/10.1093/wber/lhad036","url":null,"abstract":"Abstract This paper investigates whether the 1998 Brazilian law that increased the minimum employment age from 14 to 16 lowered child labor and increased school attendance and whether those effects persisted beyond age 16. Using a regression discontinuity design, the results indicate that the ban had a significant impact on urban boys, a cohort that represents half of all paid child labor in Brazil. This cohort had a 35 percent decrease in paid labor, driven mainly by a decrease in informal work, and an 11 percent increase in the share of those only attending school. In addition, there is evidence that these effects persist past the age of enforcement where the affected cohort was less likely to work and more likely to be only attending school beyond age 16. Overall, the results suggest that enforced bans on child labor can have significant immediate and persistent impacts on affected populations.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"20 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135430458","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Making Data Count: Estimating a Poverty Trend for Nigeria between 2009 and 2019 数据算数:估计尼日利亚2009年至2019年的贫困趋势
The World Bank Economic Review Pub Date : 2023-11-01 DOI: 10.1093/wber/lhad032
Jonathan Lain, Marta Schoch, Tara Vishwanath
{"title":"Making Data Count: Estimating a Poverty Trend for Nigeria between 2009 and 2019","authors":"Jonathan Lain, Marta Schoch, Tara Vishwanath","doi":"10.1093/wber/lhad032","DOIUrl":"https://doi.org/10.1093/wber/lhad032","url":null,"abstract":"Abstract Monitoring poverty reduction requires frequent microdata on household welfare that can be compared over time. Such data are unavailable in many countries, given limited statistical capacity, shocks that prevent data collection, and regular improvements to survey methodology. This paper demonstrates how jointly deploying backcasting and survey-to-survey imputations can help to overcome this in a setting where estimating a poverty trend is badly needed, given the scale of the poverty-reduction challenge, but where survey-to-survey imputations are more likely to succeed and can be directly tested. In Nigeria, the most recent official survey that can be used to construct an imputation model was collected through the same methodology and in the same year as the target survey. This data landscape could arise in other settings where the methodology for smaller, interstitial surveys is updated more quickly than for larger, official consumption surveys. Naively comparing Nigeria's last two official consumption surveys would suggest that the poverty rate fell by 17 percentage points between 2009 and 2019. Yet the methods presented in this paper both suggest a much smaller reduction in poverty of between 3 and 7 percentage points, echoing Nigeria's performance on nonmonetary welfare indicators over the same period. The paper therefore provides guidance on when and how backcasting and survey-to-survey imputation techniques can be most valuable for monitoring poverty reduction.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"20 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135455897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How Much Does the Food Insecurity Experience Scale Overlap with Poor Food Consumption and Monetary Poverty? Evidence from West Africa 粮食不安全经历与粮食消费和货币贫困有多少重叠?来自西非的证据
The World Bank Economic Review Pub Date : 2023-10-12 DOI: 10.1093/wber/lhad031
Jonathan Lain, Sharad Tandon, Tara Vishwanath
{"title":"How Much Does the Food Insecurity Experience Scale Overlap with Poor Food Consumption and Monetary Poverty? Evidence from West Africa","authors":"Jonathan Lain, Sharad Tandon, Tara Vishwanath","doi":"10.1093/wber/lhad031","DOIUrl":"https://doi.org/10.1093/wber/lhad031","url":null,"abstract":"Abstract The Food Insecurity Experience Scale (FIES), which combines three food-access dimensions into a single indicator, is rapidly being incorporated into national statistical systems. However, there is no prediction about how one of the incorporated dimensions—subjective experiences associated with food insecurity—overlaps with poor food consumption. Using data from West Africa, this study illustrates that in 4 out of 10 countries, there is a similar prevalence of food insecurity according to the FIES among segments of the population that are likely undernourished and segments that are likely not undernourished. And in 5 out of 10 countries, there is a relatively large prevalence of food insecurity according to the FIES in the segments of the population that are least likely to be undernourished. Combined, the results offer guidance to policymakers when choosing food-access indicators and illustrate the importance of using the FIES along with other food-access measures.","PeriodicalId":361118,"journal":{"name":"The World Bank Economic Review","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136013255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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