Using Small Area Estimation For Data Disaggregation Of Sdg Indicators
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Using Small Area Estimation For Data Disaggregation Of Sdg Indicators
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2022-03-14
Using Small Area Estimation For Data Disaggregation Of Sdg Indicators written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-14 with Business & Economics categories.
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.
Guidelines On Data Disaggregation For Sdg Indicators Using Survey Data
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2021-02-05
Guidelines On Data Disaggregation For Sdg Indicators Using Survey Data written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-05 with Business & Economics categories.
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.
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
language : en
Publisher: Food and Agriculture Organization of the United Nations
Release Date : 2023-01-20
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 has been published by Food and Agriculture Organization of the United Nations this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Social Science categories.
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.
Disaggregating Data For Development A Cost Effective Approach To Sdg Indicators 2 1 2 2 3 1 And 2 3 2 In Latin America Using Small Area Estimation
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2025-03-26
Disaggregating Data For Development A Cost Effective Approach To Sdg Indicators 2 1 2 2 3 1 And 2 3 2 In Latin America Using Small Area Estimation written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Social Science categories.
This paper presents the experience of the Food and Agriculture Organization of the United Nations (FAO) in providing technical assistance to four countries in Latin America – Brazil, Chile, Colombia and Ecuador – to produce small area estimates for three Sustainable Development Goal (SDG) indicators: SDG Indicator 2.1.2, on the prevalence of moderate and severe food insecurity in the population based on the Food Insecurity Experience Scale (FIES); SDG Indicator 2.3.1, measuring the average value of agricultural production per labour unit; and SDG Indicator 2.3.2, on the average income of small-scale food producers.The paper describes the methodological details and results of the case studies developed, showing how small area estimation can be used to increase the precision of estimates at the subnational level and produce predictions in estimation domains excluded from the sample. It discusses the policy implications of having SDG estimates at the subnational level, and how countries can use this information to formulate programmes and allocate funds. The paper concludes with recommendations on how small area estimation can be incorporated in the processes implemented at the national level to produce agriculture and food security statistics.
Flexible Voluntary Contribution
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Author : FAO
language : en
Publisher: Food & Agriculture Org.
Release Date : 2024-11-20
Flexible Voluntary Contribution written by FAO and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Political Science categories.
The Flexible Voluntary Contribution (FVC) 2018–2023 terminal report captures the key achievements of the FVC as a tool to mobilize flexible funding from partners and to support the implementation of work that contributes to FAO's four betters. This includes a detailed review of resource mobilization efforts during the reporting period as well as a thematic discussion of the contributions made to each of FAO's Programme Priority Areas through FVC subprogrammes.
An Indirect Estimation Approach For Disaggregating Sdg Indicators Using Survey Data
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2022-02-18
An Indirect Estimation Approach For Disaggregating Sdg Indicators Using Survey Data written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-18 with Business & Economics categories.
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.
Estimation Of The Prevalence Of Moderate And Severe Food Insecurity In Chilean Municipalities Using Small Area Estimation Methods
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org. [Author] [Author]
Release Date : 2024-07-02
Estimation Of The Prevalence Of Moderate And Severe Food Insecurity In Chilean Municipalities Using Small Area Estimation Methods written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. [Author] [Author] this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-02 with Technology & Engineering categories.
This report presents a comprehensive overview of the methodology and findings stemming from the application of small area estimation (SAE) techniques to the 2020 National Socioeconomic Characterization Survey (CASEN) in Chile. Specifically, it focuses on deriving comuna-level estimates for SDG indicator 2.1.2, which measures the Prevalence of Moderate and Severe Food Insecurity based on the Food Insecurity Experience Scale (FIES). The document describes outlines the systematic approach employed in fitting the Fay-Herriot area-level SAE model. The results underscore the significant variation in the prevalence rates of moderate and severe food insecurity across different comunas in Chile. These findings not only underscore the necessity but also the feasibility of utilizing SAE techniques to yield more granular estimates. Such detailed insights are crucial for informed decision-making processes aimed at addressing food insecurity at the local level.
Fao Publications Catalogue 2021
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2021-04-28
Fao Publications Catalogue 2021 written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-28 with Social Science categories.
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 2020 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.
Flexible Voluntary Contribution
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2023-12-14
Flexible Voluntary Contribution written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-14 with Business & Economics categories.
The Flexible Voluntary Contribution (FVC) 2022 annual progress report captures the key achievements of the FVC, both in terms of its role as a pooled fund for non-earmarked and softly earmarked contributions from resource partners and the implementation of development initiatives through FVC subprogrammes. The report provides a comprehensive understanding of the FVC's role within the Organization, the contribution of FVC-funded work to the achievements of FAO's four betters and their respective Programme Priority Areas (PPAs), and the future direction of the FVC based on experiences in 2022. The report comprises six sections: (1) Introduction, (2) Achievements of the FVC as a fund, (3) Achievements of FVC programmes (the four betters), (4) Key FVC principles, (5) Challenges and lessons learned, and (6) Conclusions and future actions.
Key Indicators For Asia And The Pacific 2016
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Author : Asian Development Bank
language : en
Publisher: Asian Development Bank
Release Date : 2016-11-01
Key Indicators For Asia And The Pacific 2016 written by Asian Development Bank and has been published by Asian Development Bank this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-01 with Business & Economics categories.
The 47th edition of this series, includes the latest available economic, financial, social, and environmental indicators for the 48 regional members of the Asian Development Bank. It presents the latest key statistics on development issues concerning the economies of Asia and the Pacific to a wide audience, including policy makers, development practitioners, government offi cials, researchers, students, and the general public. Part I of this issue presents the current status of economies of Asia and the Pacific with respect to the Sustainable Development Goals based on selected indicators from the global indicator framework. Part II comprises statistical indicators that capture economic, financial, social, and environmental developments. Part III presents key statistics and stylized facts on the phenomenon of global value chains.