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PRWP

Reproducibility package for From Habits To Hardware: A Field Experiment On Energy-Saving Cooking Practices In Rwanda

2026
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Reference ID
RR_RWA_2026_643
Author(s)
Sarah Elven, Jorge Luis Castañeda Núñez, Samantha de Martino, Michelle Dugas, Sayan Kundu
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
May 11, 2026
Last modified
May 11, 2026
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    A third of the world’s population still relies on traditional cookstoves and polluting fuels, despite the many benefits of cleaner cooking technologies. The adoption of modern stoves is not the only barrier to this transition, since households with access to cleaner technologies often continue using traditional stoves alongside these. One reason for this ‘stove stacking’ is that modern cooking technologies are often considered incompatible with established and customary household cooking practices. These practices are not only 'normative’ but often ‘habitual’, making them particularly difficult to change. This paper asks whether behavioral insights can help to better align household cooking practices with the capabilities of modern stoves, using a group session implemented as a randomized control trial in peri-urban Rwanda. Based on a behavioral model of the clean cooking transition, the intervention seeks to establish a new cooking habit among participants (pre-soaking beans before cooking them) by targeting their attitudes, norms and perceived behavioral control, as well as using contextual cues to encourage repetition of the behavior over time. Results point to the successful formation of a new energy-efficient cooking habit that lowered cook times on traditional stoves on days in which beans were cooked. Importantly, the intervention also had a positive effect on attitudes about the suitability of modern stoves for cooking beans, and increased participants’ aspirations and expectations to purchase these devices.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/552/download/1614/README.pdf
    Reproducibility package for From Habits To Hardware: A Field Experiment On Energy-Saving Cooking Practices In Rwanda
    File name
    RR_RWA_2026_643
    Zip package
    RR_RWA_2026_643.zip
    Title
    Reproducibility package for From Habits To Hardware: A Field Experiment On Energy-Saving Cooking Practices In Rwanda
    Date
    2026-04
    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
    19.0 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz (2.90 GHz) (2 processors)
    • Memory available: 16.0 GB

    Technology requirements

    Run time: 16 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 subsection Datasets for more details.
    2. Download and Place Data: Once the data is accessed, users should place it in the appropriate folder.
    3. Run the Package: After placing the data in the folder:
               - Update the working directory in line 6 of the do-file 0_master, and run it.

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

    Data

    Datasets
    Rwanda Household Cooking Survey 2022-2023
    Name
    Rwanda Household Cooking Survey 2022-2023
    Note
    Source: Baseline, endline data collected by authors. Access is licensed via the World Bank Microdata Library External Catalogue. The dataset is currently under embargo for one year or until the paper is published. Years: 2022-2023. File name: baseline_raw.dta; endline_raw.dta; attrition_and_compliance.dta. File location: Reproducibility package/Data.
    Access policy
    Data is forthcoming in the World Bank Microdata Library.
    License
    Public use
    License URL
    https://microdata.worldbank.org/terms-of-use#public_use
    Citation
    Elven, S., Dugas, M., Martino, S., Kundu, S., Nunez, J. (2022-2023). From Habits to Hardware: A Field Experiment on Energy-Saving Cooking Practices in Rwanda 2022-2023 [Data set].
    Data statement

    All data is temporarily embargoed by the authors (expected to be made public in the future).

    Description

    Output
    From Habits To Hardware: A Field Experiment On Energy-Saving Cooking Practices In Rwanda
    Type
    Working Paper
    Title
    From Habits To Hardware: A Field Experiment On Energy-Saving Cooking Practices In Rwanda
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Sarah Elven World Bank, London School of Economics selven@worldbank.org
    Jorge Luis Castañeda Núñez World Bank jlcastaneda@worldbank.org
    Samantha de Martino World Bank sdemartino@worldbank.org
    Michelle Dugas World Bank mdugas@worldbank.org
    Sayan Kundu World Bank skundu1@worldbank.org
    Date of production

    2026-04-30

    Scope and coverage

    Geographic locations
    Location Code
    Rwanda RWA
    Keywords
    Improved Cookstoves Clean Transition Behavioral Barriers Cooking Practices Habits
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    C93 Field Experiments C9 Journal of Economic Literature (JEL)
    D91 Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making D9 Journal of Economic Literature (JEL)
    O13 Agriculture • Natural Resources • Energy • Environment • Other Primary Products O1 Journal of Economic Literature (JEL)
    O33 Technological Change: Choices and Consequences • Diffusion Processes O3 Journal of Economic Literature (JEL)
    Q41 Demand and Supply • Prices Q4 Journal of Economic Literature (JEL)
    Q53 Air Pollution • Water Pollution • Noise • Hazardous Waste • Solid Waste • Recycling Q5 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
    Modified BSD3 https://opensource.org/license/bsd-3-clause/

    Contacts

    Contacts
    Name Affiliation Email
    Sarah Elven World Bank, London School of Economics selven@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

    2026-04-30

    Document version

    1

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