Improving Data Quality For The Caadp Biennial Review A Partnership Initiative Piloted In Five Countries

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Improving Data Quality For The Caadp Biennial Review A Partnership Initiative Piloted In Five Countries

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Author : Benin, Samuel
language : en
Publisher: Intl Food Policy Res Inst
Release Date : 2020-05-07

Improving Data Quality For The Caadp Biennial Review A Partnership Initiative Piloted In Five Countries written by Benin, Samuel and has been published by Intl Food Policy Res Inst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-07 with Political Science categories.

This paper presents results of a data partnership framework for strengthening evidence-based planning and implementation that was initiated in 2019 in five selected African countries (Kenya, Malawi, Mozambique, Senegal, and Togo) during the second round of the CAADP biennial review (BR) process. It analyzes the effect of the activities conducted on the data reporting rate and the quality of data reported in the five pilot countries, compared with what was achieved in like-pilot countries. The like-pilot countries are non-pilot countries that have characteristics like the pilot countries at the baseline which affect selection into the pilot or the data reporting and quality outcomes. Different methods (standard deviations, propensity score matching, and two-stage weighted regression) are used to identify the like-pilot countries, and a difference-in-difference method is used to estimate the effect of the pilot activities on the outcomes. The capacity-strengthening activities focused on working with the country Biennial Review (BR) team to: assess the inaugural or 2018 BR process and identify the data gaps; constitute and train members of data clusters to compile and check the data for the 2020 BR; and then validate and submit the data. The findings show that the activities helped the pilot countries to improve their performance in the data reporting rate and the quality of data reported in the 2020 BR. The largest improvement is observed in Togo and Senegal, followed by Kenya and Malawi, and then Mozambique. The average increase in the data reporting rate between 2018 and 2020 BRs for the pilot countries is greater than the average progress made in the like-pilot countries by about 6 to 9 % pts. This derives mostly from improvements in the data reporting rate for the indicators under theme 3 on ending hunger. Regarding the quality of data reported (measured as the percent of the data reported that have issues) too, the pilot countries on average performed better than the like-pilot countries, especially with respect to the data reported under themes 2 on investment in agriculture and 3 on ending hunger. But most of the estimated differences have low or no statistical significance. Implications for sustaining the progress made in the pilot countries, as well as for extending the activities to other countries, for the next rounds of the BR are discussed.

Improving Data Quality For The Caadp Biennial Review

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Author : Samuel Benin
language : en
Publisher:
Release Date : 2020

Improving Data Quality For The Caadp Biennial Review written by Samuel Benin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.

Making The Caadp Br Forward Looking A Decision Support Tool For Transforming African Agrifood Systems

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Author : Benin, Samuel
language : en
Publisher: Intl Food Policy Res Inst
Release Date : 2024-10-02

Making The Caadp Br Forward Looking A Decision Support Tool For Transforming African Agrifood Systems written by Benin, Samuel and has been published by Intl Food Policy Res Inst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-02 with Political Science categories.

This paper presents an Excel-based interactive decision-support tool that policymakers and development practitioners can use to evaluate policy options to achieve targeted outcomes of the Malabo Declaration at the country level. The tool is based on a partial equilibrium simulation model that allows the user to simulate different scenarios based on the desired level of change in one outcome or more. For each scenario that is created, the simulated results provide information on the level of change required in each of the policies included in the model, the level of change in the other outcomes included in the model, and the allocation of the resources provided, including reallocation of some of the existing resources. A prototype of the tool that is developed using the fourth biennial review (BR) data on Ghana, which has some quality issues, is presented to demonstrate the potential features and utility of the tool. Limitations of the model and further work that is required to develop the actual tool for reliable policy evaluation are discussed. The latter includes using accurate data on the various indicators and expanding it to cover more years, in addition to developing a web-based interactive version of the tool.

Policy Drivers Of Africa S Agriculture Transformation A Caadp Biennial Review Account

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Author : Benin, Samuel
language : en
Publisher: Intl Food Policy Res Inst
Release Date : 2021-12-03

Policy Drivers Of Africa S Agriculture Transformation A Caadp Biennial Review Account written by Benin, Samuel and has been published by Intl Food Policy Res Inst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-03 with Political Science categories.

This paper assesses the nature of agricultural transformation taking place in different parts of Africa and analyzes policy drivers of the transformation using data from the CAADP Biennial Review (BR) on 46 indicators from 2014 to 2018. First, a typology of agriculture transformation in different groups of countries is developed by analyzing the initial values and trends in three indicators—share of agriculture in total employment, share of agriculture in gross domestic product, and agriculture labor productivity. The typology, in addition to a conceptual framework that is developed for measuring the relative effect of a policy on an outcome, provides the basis for analyzing the policy drivers of agriculture transformation. The 46 BR indicators are classified into policies (13 indicators), intermediate results (23 indicators), and outcomes (10 indicators), and then econometric methods are used to measure the association between the policy indicators and the intermediate results and outcomes, which include agriculture intensification (e.g., access to finance and extension, fertilizer use, and irrigation development), agriculture growth, agriculture trade, food security, nutrition, and poverty. Different fixed-effects regression methods and model specifications of the explanatory variables are used to assess sensitivity of the results to different assumptions of the data and the relationship between the policies and intermediate and outcome indicators. The trends in the indicators are different. For example, access to finance and extension have risen over time; fertilizer use, irrigation development, agriculture growth, and adult undernourishment have fallen over time; and child nutrition and poverty have remained stagnant over time. Different policy indicators are significantly associated with different indicators of agriculture intensification, agriculture growth, and outcomes. Also, there are differences in the results across the agriculture transformation groups. Major policy drivers of agriculture transformation in the different groups are identified. Implications of the results and suggestions for future research are discussed.

African Food Systems Transformation And The Post Malabo Agenda

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Author : Ulimwengu, John M.
language : en
Publisher: Intl Food Policy Res Inst
Release Date : 2023-12-04

African Food Systems Transformation And The Post Malabo Agenda written by Ulimwengu, John M. and has been published by Intl Food Policy Res Inst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-04 with Political Science categories.

This year marks 20 years of implementing the Comprehensive Africa Agriculture Development Programme (CAADP), which was broadened under the 2014 Malabo Declaration on Accelerated Agricultural Growth and Transformation for Shared Prosperity and Improved Livelihoods. The 2023 Annual Trends and Outlook Report generates evidence on the implementation of the CAADP/Malabo agenda and thus contributes to the design of the post-Malabo phase of CAADP implementation. The report assesses the current state of Africa's food systems, explores strategic issues related to food systems transformation, and reflects on necessary methodologies and approaches to provide a better understanding of key challenges and necessary actions to accelerate transformation.

Student S Guide To Psychological Practice From Theory To Therapy

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Author : Darko Pozder
language : en
Publisher: Xlibris Corporation
Release Date : 2025-03-11

Student S Guide To Psychological Practice From Theory To Therapy written by Darko Pozder and has been published by Xlibris Corporation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-11 with Psychology categories.

Darko Pozder is an Australian mental health professional who has had medical and psychological education. Darko has completed extensive research and working experience at the Schizophrenia Fellowship of NSW. Darko’s main professional and research interest include psychopathology and neuropsychology of mild traumatic brain injury (MTBI) and chronic traumatic encephalopathy. His book: Without Stigma: About the Stigma of the Mental Illness was published in 2018 and its second edition Without Stigma, About the Stigma and the Identity of the Mental Illness appeared in early 2019 and has received nomination for 2020 NSW / ACT Regional Achievement and Community Awards from Local health districts of NSW. His books Pathophysiology of Psyche, a novel La Vie De Camille Isa and The Ethnicity of Neurons were published in early 2021, 2022 and 2023 respectively.

Caadp Br Data Improvements And Challenges A Critical Analysis Of Theme 2 In The 3rd Br Cycle

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Author : Benin, Samuel
language : un
Publisher: Intl Food Policy Res Inst
Release Date : 2022-11-22

Caadp Br Data Improvements And Challenges A Critical Analysis Of Theme 2 In The 3rd Br Cycle written by Benin, Samuel and has been published by Intl Food Policy Res Inst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-22 with Political Science categories.

To improve the quality of data and reporting for the fourth cycle of the Comprehensive Africa Agriculture Development Programme (CAADP) Biennial Review (BR),1 the African Union (AU) conducted a critical analysis of the process, data, and reporting associated with the third BR. Improving the quality of the BR data will increase the reliability of policy implications derived from rigorous analysis of the data, which may in turn encourage policymakers to implement the resulting recommendations to accelerate agricultural transformation and achieve the goals and targets of the Malabo Declaration. This note summarizes the critical analysis conducted by the technical working group for Theme 2 (TWG2) on enhancing investment finance in agriculture.2 The analysis is based on review of the BR technical documents, evaluation of the processes for data collection and management, and a check of data consistency, including analysis of outliers, illogical or implausible values, and discrepancies with other publicly available datasets. Preliminary findings of the analysis were discussed at several meetings with stakeholders interested in the theme. The results and recommendations were presented at a general meeting organized by the AU with all the TWGs and stakeholders on August 1–5, 2022, in Yaoundé, Cameroon. This note will be useful for the AU and its technical partners for developing standards and guidelines for conducting uniform critical analyses across the various BR technical working groups.