Structural change has implications for various dimensions of development, including poverty reduction. However, the existing empirical literature on Sub-Saharan African economies, including Tanzania, has mainly focused on trends and patterns in macroeconomic or aggregate welfare indicators, largely providing a descriptive analysis of the nature of structural change and its potential welfare implications. This paper provides micro insights on structural change in Tanzania and its effect on welfare, using a recent household panel dataset, which was collected between 2015 and 2021. The results show that cross-sector labor movements are dominated by movements between agriculture and services, although most individuals studied within the two periods continue to remain in agriculture, with industry’s share in employment declining marginally. The paper shows that among the individuals studied, the number of people who slid into poverty was nearly twice the number who escaped poverty, and this is significantly influenced by the pattern of sectoral transitions experienced by the individuals. The findings show that in addition to sectoral transitions and migration being important to each other, they are both driven by similar micro factors. The paper highlights the importance of education (particularly secondary or higher education) to increasing the chances of an individual embarking on welfare-enhancing sectoral movement and associated migration across districts in Tanzania.
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Reproducible Research Repository (World Bank) | https://reproducibility.worldbank.org |
OS: Windows 10 Enterprise, version 21H2
Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz
Memory available: 128 GB
Software version: Stata 17
Approximate runtime: 10 minutes
A README file with detailed instructions is part of the reproducibility package.
The data used for this reproducibility package must be obtained through the World Bank's Microdata library
Author | Role | Affiliation | |
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Akuffo Amankwah | Corresponding author | World Bank | aamankwah@worldbank.org |
Richmond Attah-Ankomah | Author | University of Ghana | |
Goodiel Charles Moshi | Author | University of Dodoma | |
Rob Swinkels | World Bank | rswinkels@worldbank.org |
2023-07
Location | Code |
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Tanzania | TZA |
The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.
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Modified BSD3 | https://opensource.org/license/bsd-3-clause/ |
Name | Role | Affiliation | |
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Akuffo Amankwah | Corresponding author | World Bank | aamankwah@worldbank.org |
Reproducibility WBG | World Bank | reproducibility@worldbank.org |
Name | Abbreviation | Affiliation | Role |
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San Martin | LESM | World Bank | Junior Data Scientist |
2023-09-06
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