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Integrating Surveys With Geospatial Data Through Small Area Estimation To Disaggregate Sdg Indicators At Subnational Level
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Author :Food and Agriculture Organization of the United Nations Publisher :Food and Agriculture Organization of the United Nations ISBN 13 :9251375453 Total Pages :46 pages Book Rating :4.2/5 (513 download)
Book Synopsis Integrating surveys with geospatial data through small area estimation to disaggregate SDG indicators at subnational level by : Food and Agriculture Organization of the United Nations
Download or read book Integrating surveys with geospatial data through small area estimation to disaggregate SDG indicators at subnational level written by Food and Agriculture Organization of the United Nations and published by Food and Agriculture Organization of the United Nations. This book was released on 2023-01-20 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present technical report illustrates a case study on the adoption of small area estimation techniques to produce granular sub-national estimates of SDG Indicators 2.3.1 and 2.3.2, by integrating survey microdata with auxiliary information retrieved from various trustworthy geospatial information systems. The technical report provides practical guidance to national statistical offices and other institutions wanting to implement small area estimation techniques on SDG Indicators 2.3.1 and 2.3.2 or similar indicators based on surveys microdata.
Author :Food and Agriculture Organization of the United Nations Publisher :Food & Agriculture Org. ISBN 13 :9251358931 Total Pages :51 pages Book Rating :4.2/5 (513 download)
Book Synopsis Using small area estimation for data disaggregation of SDG indicators by : Food and Agriculture Organization of the United Nations
Download or read book Using small area estimation for data disaggregation of SDG indicators written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2022-03-14 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt: This technical report presents a case study based on the use of a small area estimation (SAE) approach to produce disaggregated estimates of SDG Indicator 5.a.1 by sex and at granular sub-national level. In particular, after introducing the framework for using SAE techniques, the report discusses a possible model-based technique to integrate a household or agricultural survey measuring the indicator of interest with census microdata, in order to borrow strength from a more comprehensive data source and produce estimates of higher quality. The discussed estimation approach could also be extended or customized for the integration of survey data with alternative data sources, such as administrative records, and/or geospatial information, and for the disaggregation of other (SDG) indicators based on survey microdata.
Book Synopsis Practical Guidebook on Data Disaggregation for the Sustainable Development Goals by : Asian Development Bank
Download or read book Practical Guidebook on Data Disaggregation for the Sustainable Development Goals written by Asian Development Bank and published by Asian Development Bank. This book was released on 2021-05-01 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: The "leave no one behind" principle espoused by the 2030 Agenda for Sustainable Development requires measures of progress for different segments of the population. This entails detailed disaggregated data to identify subgroups that might be falling behind, to ensure progress toward achieving the Sustainable Development Goals (SDGs). The Asian Development Bank and the Statistics Division of the United Nations Department of Economic and Social Affairs developed this practical guidebook with tools to collect, compile, analyze, and disseminate disaggregated data. It also provides materials on issues and experiences of countries regarding data disaggregation for the SDGs. This guidebook is for statisticians and analysts from planning and sector ministries involved in the production, analysis, and communication of disaggregated data.
Author :Food and Agriculture Organization of the United Nations Publisher :Food & Agriculture Org. ISBN 13 :9251380570 Total Pages :148 pages Book Rating :4.2/5 (513 download)
Book Synopsis FAO publications catalogue 2023 by : Food and Agriculture Organization of the United Nations
Download or read book FAO publications catalogue 2023 written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2023-10-10 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This catalogue aims to improve the dissemination and outreach of FAO’s knowledge products and overall publishing programme. By providing information on its key publications in every area of FAO’s work, and catering to a range of audiences, it thereby contributes to all organizational outcomes. From statistical analysis to specialized manuals to children’s books, FAO publications cater to a diverse range of audiences. This catalogue presents a selection of FAO’s main publications, produced in 2023 or earlier, ranging from its global reports and general interest publications to numerous specialized titles. In addition to the major themes of agriculture, forestry and fisheries, it also includes thematic sections on climate change, economic and social development, and food safety and nutrition.
Book Synopsis Introduction to Small Area Estimation Techniques by : Asian Development Bank
Download or read book Introduction to Small Area Estimation Techniques written by Asian Development Bank and published by Asian Development Bank. This book was released on 2020-05-01 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide to small area estimation aims to help users compile more reliable granular or disaggregated data in cost-effective ways. It explains small area estimation techniques with examples of how the easily accessible R analytical platform can be used to implement them, particularly to estimate indicators on poverty, employment, and health outcomes. The guide is intended for staff of national statistics offices and for other development practitioners. It aims to help them to develop and implement targeted socioeconomic policies to ensure that the vulnerable segments of societies are not left behind, and to monitor progress toward the Sustainable Development Goals.
Author :Food and Agriculture Organization of the United Nations Publisher :Food & Agriculture Org. ISBN 13 :9251339422 Total Pages :145 pages Book Rating :4.2/5 (513 download)
Book Synopsis Guidelines on data disaggregation for SDG Indicators using survey data by : Food and Agriculture Organization of the United Nations
Download or read book Guidelines on data disaggregation for SDG Indicators using survey data written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2021-02-05 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a member of the working group on data disaggregation, the Food and Agriculture Organization of the United Nations (FAO) has taken numerous steps towards supporting Member Countries in the production of disaggregated estimates. Within this framework, these Guidelines offer methodological and practical guidance for the production of direct and indirect disaggregated estimates of SDG indicators having surveys as their main or preferred data source. Furthermore, the publication provides tools to assess the accuracy of these estimates and presents strategies for the improvement of output quality, including Small Area Estimation methods.
Author :Food and Agriculture Organization of the United Nations Publisher :Food & Agriculture Org. ISBN 13 :9251357854 Total Pages :72 pages Book Rating :4.2/5 (513 download)
Book Synopsis An indirect estimation approach for disaggregating SDG indicators using survey data by : Food and Agriculture Organization of the United Nations
Download or read book An indirect estimation approach for disaggregating SDG indicators using survey data written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2022-02-18 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the custodian United Nations (UN) agency of 21 Sustainable Development Goal (SDG) indicators, and a member of the Inter-Agency and Expert Group on SDG Indicators (IAEG-SDGs) and the Working Group on data disaggregation, the Food and Agriculture Organization of the United Nations (FAO) has been working to support countries in reporting SDG indicators at the required disaggregation level. To this end, FAO Office of Chief Statistician (OCS) has developed Guidelines on data disaggregation for SDG Indicators using survey data (FAO, 2021), which offer methodological and practical guidance for the production of direct and indirect estimates of SDG indicators having surveys as their main or preferred data source. This technical report presents a case study based on the so-called “projection estimator”, allowing the integration of two independent surveys for the production of synthetic disaggregated estimates. In particular, the publication presents a practical exercise focused on the production of disaggregated estimates for SDG Indicator 2.1.2, on the Prevalence of Moderate or Severe Food Insecurity in the population based on the Food Insecurity Experience Scale (FIES). This application – based on survey microdata from Malawi – expands and enriches the brief practical exercise presented in the Guidelines.
Book Synopsis Tracking SDG targets on health and nutrition: Challenges and opportunities for streamlining surveys by : Shalini Rudra
Download or read book Tracking SDG targets on health and nutrition: Challenges and opportunities for streamlining surveys written by Shalini Rudra and published by Observer Research Foundation. This book was released on 2017-06-02 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: The achievement of global sustainable development goals (SDGs) depends largely on India’s progress, given the country’s massive size and its moderate historical success in key health and nutrition outcomes over the last several years. This further increases the relevance and need for effective monitoring of India’s performance, through timely and disaggregated data, which ensures systematic assessments and course-correction. As India will be depending mainly on surveys to supply target-related data in the medium run, this paper classifies existing health and nutrition indicators from the draft National Indicator Framework (NIF), in terms of data availability. By highlighting the gaps in available data, the authors make specific recommendations to streamline existing surveys to align them with the requirements of an NIF for the SDGs. The authors review the draft NIF released by the Ministry of Statistics and Programme Implementation (MoSPI), and propose a revised one as part of this exercise.
Book Synopsis Statistical Methods for Geospatial Modeling with Stratified Cluster Survey Data by : John Paige
Download or read book Statistical Methods for Geospatial Modeling with Stratified Cluster Survey Data written by John Paige and published by . This book was released on 2020 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: The production of fine-scale, pixel level maps have become increasingly common in the current era of precision public health. This has led to the use of cluster level spatial models by major organizations such as WorldPop and the Institute for Health and Metrics Evaluation. However, many of these models were originally developed in the context of environmental applications, and, when estimating health and demographic indicators in low and middle income countries, they are frequently applied to demographic data from complex, multi-stage household surveys, leaving the potential for both biased and anticonservative estimates unless adjustment for the design is carried out. We highlight three potential problems. First, survey stratification and cluster level variation are often not accounted for. Second, the cluster level models either do not fully account for the population census frame, or completely ignore this aspect. This is made more problematic by confusion between the terms `prevalence' and `risk'. Third, even if stratification is accounted for in the cluster level spatial model, if that model is continuously indexed in space, then it often becomes necessary to infer what stratification level is associated with each spatial location or enumeration area (EA) when aggregating predictions, which is inevitably inexact. However, little work has been done to identify how stratification misclassification can impact predictions and how to produce predictions that are more robust to this problem. In this thesis, we investigate a variety of issues relevant to the use of cluster level data for estimating demographic outcomes continuously through space, and also as aggregates over administrative areas. We focus on the three problems mentioned above when estimating the neonatal mortality rate and secondary education completion for women aged 20--29 in Kenya using the 2014 Kenya Demographic Health Survey (DHS). First, we explore methods in small area estimation that can account for survey stratification, proposing models that include stratum level fixed effects for cluster-indexed spatial models. Second, we propose a general framework capable of accounting for cluster level, population denominator, and population-level variation as well as some aspects of EA location uncertainty. We call a model in this framework a combined population aggregation model (CPAM) since they are formed by combining standard cluster level risk models with an aggregation model for producing areal estimates. We propose a CPAM that, for Admin2 level areal estimates, produces estimates with substantially more uncertainty in the resulting neonatal mortality population aggregates of prevalence, total deaths, and relative prevalence between urban and rural areas, and at only moderately increased computational expense. The proposed CPAM is the first continuous spatial model accounting for the population census frame, cluster level variation, and population numerator and denominator variation when estimating prevalence, total counts, and relative prevalence in urban versus rural parts of an area. Lastly, we develop a Bayesian extension to the popular LatticeKrig model, which we call extended LatticeKrig (ELK). ELK allows for flexible, multiscale spatial dependence and non-Gaussian responses. We show this model holds particular promise for predicting areal aggregates due to its ability to flexibly model the covariance structure, and is more robust than traditional stochastic partial differential equation methods when accounting for confounding factors such as urbanicity.
Book Synopsis Integration of Small Area Estimation and Mapping Techniques by : Hans Cornelis Johan Vrolijk
Download or read book Integration of Small Area Estimation and Mapping Techniques written by Hans Cornelis Johan Vrolijk and published by . This book was released on 2005 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Improving small area estimation by combining surveys[ by : Àlex Costa
Download or read book Improving small area estimation by combining surveys[ written by Àlex Costa and published by . This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Sampling and estimation guide for SDG Indicator 2.4.1 under multiframe designs by : Ferraz, C.
Download or read book Sampling and estimation guide for SDG Indicator 2.4.1 under multiframe designs written by Ferraz, C. and published by Food & Agriculture Org.. This book was released on 2024-02-13 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide describes the estimation process for Sustainable Development Goal (SDG) Indicator 2.4.1 on agricultural sustainability, considering its subindicators, across different levels of disaggregation within a country. It complements the 2021 Sampling guidance for SDG Indicator 2.4.1 published by FAO. While the former brings useful information concerning a general sampling and estimation perspective, this guide considers the use of dual-frame sampling designs in national agricultural surveys, which combine area frames with list frames. Although the focus is on dual-frame designs, the results described in this guide also apply to situations relevant to countries using agricultural surveys based on single area or list frames. Methodological documents and reports of practical experiences that reflect the realities of various countries, including Colombia, Costa Rica, Mexico and Peru, were used as the basis for developing the topics in this guide, as well as for providing examples of the fundamental concepts in this initial version.
Book Synopsis Evaluation Platform of Sustainability for Global Systems by : Aki-Hiro Sato
Download or read book Evaluation Platform of Sustainability for Global Systems written by Aki-Hiro Sato and published by Springer Nature. This book was released on with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :National Academies of Sciences Engineering and Medicine Publisher : ISBN 13 :9780309712002 Total Pages :0 pages Book Rating :4.7/5 (12 download)
Book Synopsis Constructing Valid Geospatial Tools for Environmental Justice by : National Academies of Sciences Engineering and Medicine
Download or read book Constructing Valid Geospatial Tools for Environmental Justice written by National Academies of Sciences Engineering and Medicine and published by . This book was released on 2025-05-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decades of research have shown that disadvantaged communities exist at the intersection of high levels of hazard exposure and poverty. Geospatial environmental justice (EJ) tools, such as the White House Council on Environmental Quality-developed Climate and Economic Justice Screening Tool (CEJST), are designed to integrate different kinds of health, social, environmental, and economic data to identify disadvantaged communities and to aid policy and investment decisions that address the pervasive, persistent, and largely unaddressed problems associated with environmental disparities in the United States. Constructing Valid Geospatial Tools for Environmental Justice evaluates several EJ tools, including CEJST, and provides a conceptual framework and data strategy recommendations for developing the composite indicators that are the heart of geospatial EJ tools. An EJ tool that is transparent, legitimate, and has the trust of its users and the communities it represents is based on a structured iterative process that includes: a clear statement of tool objectives and definitions for the concepts being measured; the selection and integration of data and indicators; and assessment of robustness of the selected data and integration processes. Decisions regarding the tool should be iteratively informed by meaningful community engagement, validation to ensure tool results reflect real-world experiences, and careful and thorough documentation of all decision and data processes.
Book Synopsis Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development by : Noamen Rebai
Download or read book Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development written by Noamen Rebai and published by Springer. This book was released on 2019-08-01 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents most recent research studies on mapping and spatial analysis of socio-economic and environmental indicators used by various national and international contributors to regional development projects. It gathers the best contributions to the 1st International Conference on Mapping and Spatial Analysis of Socio-Economic and Environmental Indicators for the Local and Regional Sustainable Development. The conference was held in southern Tunisia, Tataouine in March 2015.The research studies focused on generating and analyzing indicators in various domains of Agriculture, Energy, Industry, Tourism, Transport, Urban Planning, Exploitation of Natural Resources, Infrastructure, Health, Environment, Education, Information and Communication Technologies, Social Affairs and Employability, and Culture and Sport. Socio-economic and environmental indicators are important in regional development plans and strategies as they allow to observe and analyze changes in the economic growth and to measure their impact on the environment and on social networks/daily life of citizens. On the basis of well-defined geomatic approaches, and particularly, through sophisticated digital mapping and spatio-temporal analyses, authors focused on retrieving indicators to evaluate the exploitation rate of natural resources, intensity of the energy consumption in various economic sector, net migratory flows, quality checking of the air in urban areas, adaptation to climate change, and vulnerability of the coastal domain and risk of marine submersion due to sea-level rise. The book is of interest not only to investors and contributors to regional development projects, but also to all relevant policy makers.
Book Synopsis Mapping Poverty Through Data Integration and Artificial Intelligence by : Asian Development Bank
Download or read book Mapping Poverty Through Data Integration and Artificial Intelligence written by Asian Development Bank and published by . This book was released on 2020-09 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: This special supplement to the Key Indicators for Asia and the Pacific 2020 discusses how poverty estimates can be enhanced by integrating household surveys and censuses with data extracted from satellite imagery. As part of a special ADB knowledge initiative, computer vision techniques and machine-learning algorithms were applied on datasets from the Philippines and Thailand to demonstrate increased granularity of poverty estimation using artificial intelligence. The report identifies practical considerations and technical requirements for this novel approach to mapping the spatial distribution of poverty. It also outlines the investments required by national statistics offices to fully capitalize on the benefits of incorporating innovative data sources into conventional work programs.
Book Synopsis The Sustainable Development Goals Report 2017 by : United Nations Publications
Download or read book The Sustainable Development Goals Report 2017 written by United Nations Publications and published by . This book was released on 2018-01-15 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this report is to present an overview of the 17 Goals using data currently available to highlight the most significant gaps and challenges.