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PRWP

Reproducibility package for Property Rights, Agricultural Technology Adoption, And Investment: Experimental Evidence From Mozambique

2026
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Reference ID
RR_MOZ_2026_683
Author(s)
Andrew Brudevold-Newman, Claire Boxho, Joao Montalvao, Michael O'Sullivan, Matheus Proenca
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jun 29, 2026
Last modified
Jun 30, 2026
Page views
3
Downloads
3
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    Insecure land rights and limited access to modern inputs are often seen as key constraints on smallholder investment in Sub-Saharan Africa. This paper studies both in a three-year field experiment with women farmers in Mozambique, cross-randomizing a statutory land registration intervention with a subsidized package of agricultural inputs and climate-smart agriculture training, and eliciting willingness to pay for the package at randomized prices. Demand for registration was high, but its effects were limited: it produced only a temporary gain in perceived tenure security and did not raise willingness to pay for inputs or downstream investment. Despite gender-targeted titling, it also did not improve women's intra-household security or decision-making power. The input-and-training package raised input use but reduced harvests, with exploratory evidence of a shift toward a more shock-prone crop; the losses persisted even after households fully reverted to pre-program practices. Consistent with negative social learning, non-recipients with more treated network connections also reduced their adoption of climate-smart practices over time. Relaxing both constraints together produced no effects beyond either intervention alone.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/592/download/1756/README.pdf
    Reproducibility package for Property Rights, Agricultural Technology Adoption, And Investment: Experimental Evidence From Mozambique
    File name
    RR_MOZ_2026_683
    Zip package
    RR_MOZ_2026_683.zip
    Title
    Reproducibility package for Property Rights, Agricultural Technology Adoption, And Investment: Experimental Evidence From Mozambique
    Date
    2026-06
    Dependencies
    Stata dependencies are listed in the ado folder.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    19.5 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: INTEL(R) XEON(R) PLATINUM 8562Y+ (2.80 GHz) (4 processors)
    • Memory available: 32.0 GB

    Technology requirements

    Rum time: ~ 2 minutes

    Reproduction instructions

    To reproduce the findings in this paper, a replicator must:

    1. Secure Access to Data: Access the datasets not included in the package. See the Datasets section for more details.
    2. Run the Package:
    • Update the working directory in line 17 of 0_master.do, and run it.

    Since not all the data is included, the package includes the results produced by replicators. These files can be used to review the results presented in the paper.

    Data

    Datasets
    Promotion of Climate Smart Agriculture II (2020-2022)
    Name
    Promotion of Climate Smart Agriculture II (2020-2022)
    Note
    The paper uses household survey data collected in 2020 (baseline), 2021 (midline), and 2022 (endline), as well as administrative implementation data. The survey data is included in the package as well as available on the Microdata Library. The treatment assignment data is temporarily embargoed and will be made available upon paper publication. File locations: data/raw; data/admin. A detailed list of datasets is available in the README.
    Access policy
    Data is forthcoming in the World Bank Microdata Library.
    License
    Direct Access
    License URL
    https://microdata.worldbank.org/terms-of-use
    Data URL
    https://microdata.worldbank.org/catalog/8274/study-description
    Citation
    Brudevold-Newman, A., Claire Boxho, Montalvao, J., Proenca, M., & O'Sullivan, M. (2026). Promotion of Climate Smart Agriculture II, 2020-2022 [2020-2022, Mozambique] [Dataset]. World Bank, Development Data Group. https://doi.org/10.48529/QHER-9J51
    Data statement

    Some data is temporarily embargoed by the authors, but is expected to be made available through the World Bank Microdata Library in the future.

    Description

    Output
    Property Rights, Agricultural Technology Adoption, And Investment: Experimental Evidence From Mozambique
    Type
    Working Paper
    Title
    Property Rights, Agricultural Technology Adoption, And Investment: Experimental Evidence From Mozambique
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Andrew Brudevold-Newman World Bank abrudevoldnewman@worldbank.org
    Claire Boxho World Bank cboxho@worldbank.org
    Joao Montalvao World Bank jmontalvao@worldbank.org
    Michael O'Sullivan World Bank mosullivan@worldbank.org
    Matheus Proenca Paris School of Economics proenca.mat@gmail.com
    Date of production

    2026-06-29

    Scope and coverage

    Geographic locations
    Location Code
    Mozambique MOZ
    Keywords
    Land Titling Agricultural Technology Adoption Climate-Smart Agriculture Women's Empowerment Mozambique
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    O12 Microeconomic Analyses of Economic Development O1 Journal of Economic Literature (JEL)
    O17 Formal and Informal Sectors • Shadow Economy • Institutional Arrangements O1 Journal of Economic Literature (JEL)
    P48 Legal Institutions • Property Rights • Natural Resources • Energy • Environment • Regional Studies P4 Journal of Economic Literature (JEL)
    Q15 Land Ownership and Tenure • Land Reform • Land Use • Irrigation • Agriculture and Environment Q1 Journal of Economic Literature (JEL)
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature (JEL)

    Disclaimer

    Disclaimer

    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.

    Access and rights

    License
    Name URI
    MIT License https://opensource.org/license/mit
    World Bank IGO Rider https://github.com/worldbank/metadata-editor/blob/main/WB-IGO-RIDER.md

    Contacts

    Contacts
    Name Affiliation Email
    Andrew Brudevold-Newman World Bank abrudevoldnewman@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DECDI World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2026-06-29

    Document version

    1

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