The DOI matches its Crossref record; 64 of the 64 references it cites were found in a registry or an index.
Who Adopts Improved Fuels and Cookstoves? A Systematic Review
Open accessAbstract
BACKGROUND: The global focus on improved cookstoves (ICSs) and clean fuels has increased because of their potential for delivering triple dividends: household health, local environmental quality, and regional climate benefits. However, ICS and clean fuel dissemination programs have met with low rates of adoption. OBJECTIVES: We reviewed empirical studies on ICSs and fuel choice to describe the literature, examine determinants of fuel and stove choice, and identify knowledge gaps. METHODS: We conducted a systematic review of the literature on the adoption of ICSs or cleaner fuels by households in developing countries. Results are synthesized through a simple vote-counting meta-analysis. RESULTS: We identified 32 research studies that reported 146 separate regression analyses of ICS adoption (11 analyses) or fuel choice (135 analyses) from Asia (60%), Africa (27%), and Latin America (19%). Most studies apply multivariate regression methods to consider 7-13 determinants of choice. Income, education, and urban location were positively associated with adoption in most but not all studies. However, the influence of fuel availability and prices, household size and composition, and sex is unclear. Potentially important drivers such as credit, supply-chain strengthening, and social marketing have been ignored. CONCLUSIONS: Adoption studies of ICSs or clean energy are scarce, scattered, and of differential quality, even though global distribution programs are quickly expanding. Future research should examine an expanded set of contextual variables to improve implementation of stove programs that can realize the "win-win-win" of health, local environmental quality, and climate associated with these technologies.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859
Global and regional climate changes due to black carbon
Ramanathan, V., & Carmichael, G. (2008) · Nature Geoscience · doi:10.1038/ngeo156 · Cited by 3,616
Glasgow, R. E., Lichtenstein, E., & Marcus, A. C. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.8.1261 · Cited by 1,836
Indoor air pollution in developing countries: a major environmental and public health challenge.
Bruce, N., Pérez‐Padilla, R., & Albalak, R. (2000) · Europe PMC (PubMed Central) · Cited by 1,589
Masera, O. R., Saatkamp, B. D., & Kammen, D. M. (2000) · World Development · doi:10.1016/s0305-750x(00)00076-0 · Cited by 1,047
Diffusion Theory and Knowledge Dissemination, Utilization, and Integration in Public Health
Green, L. W., Ottoson, J. M., García, C., & Hiatt, R. A. (2009) · Annual Review of Public Health · doi:10.1146/annurev.publhealth.031308.100049 · Cited by 953
Household fuel choice in Zimbabwe
Hosier, R. H., & Dowd, J. (1987) · Resources and Energy · doi:10.1016/0165-0572(87)90003-x · Cited by 563
Smith, K. R., McCracken, J. P., Weber, M. W., Hubbard, A., Jenny, A., Thompson, L. M., Balmes, J., Diaz, A., Arana, B., & Bruce, N. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60921-5 · Cited by 560
Cited by
Respiratory risks from household air pollution in low and middle income countries
Gordon, S. B., Bruce, N. G., Grigg, J., Hibberd, P. L., Kurmi, O. P., Lam, K.-B. H., Mortimer, K., Asante, K. P., Balakrishnan, K., Balmes, J., et al. (2014) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(14)70168-7 · Cited by 953
Balakrishnan, K., Dey, S., Gupta, T., Dhaliwal, R. S., Brauer, M., Cohen, A. J., Stanaway, J. D., Beig, G., Joshi, T. K., Aggarwal, A. N., et al. (2019) · The Lancet Planetary Health · doi:10.1016/s2542-5196(18)30261-4 · Cited by 936
Global anthropogenic emissions of particulate matter including black carbon
Klimont, Z., Kupiainen, K., Heyes, C., Purohit, P., Cofala, J., Rafaj, P., Borken-Kleefeld, J., & Schöpp, W. (2017) · Atmospheric Chemistry and Physics · doi:10.5194/acp-17-8681-2017 · Cited by 878
Enablers and Barriers to Large-Scale Uptake of Improved Solid Fuel Stoves: A Systematic Review
Rehfuess, E. A., Puzzolo, E., Stanistreet, D., Pope, D., & Bruce, N. G. (2014) · Environmental Health Perspectives · doi:10.1289/ehp.1306639 · Cited by 309
Household fuel use in developing countries: Review of theory and evidence
Muller, C., & Yan, H. (2018) · Energy Economics · doi:10.1016/j.eneco.2018.01.024 · Cited by 308
Metadata
- Authors
- Lewis, J. J., & Pattanayak, S. K.
- Venue
- Environmental Health Perspectives
- Publisher
- American Chemical Society (ACS)
- Published
- 2012-05
- Volume
- 120
- Issue
- 5
- Pages
- 637-645
- ISSN
- 0091-6765 (ISSN-L)
- 1552-9924
- OpenAlex
- W2044700744
- Cited by
- 580
- References
- 64
- FWCI
- 5.92
- Type
- journal article
- Language
- en
- Open access
- gold
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Who Adopts Improved Fuels and Cookstoves? A Systematic Review. https://app.cochat.ai/papers/10.1289/ehp.1104194
- The paper
- Lewis, J. J., & Pattanayak, S. K. (2012). Who Adopts Improved Fuels and Cookstoves? A Systematic Review. Environmental Health Perspectives. https://doi.org/10.1289/ehp.1104194
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.