Does contract farming improve welfare? A review
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Some studies have found that in certain cases large firms provide benefits to contract farmers.
“Some studies have found that in certain cases large firms provide benefits to contract farmers (Bellemare and Bloem 2018).”
From Corporate concentration and power matter for agency in food systems (2025) · cites this paper as Bellemare and Bloem 2018
Cites
Sample Selection Bias as a Specification Error
Heckman, J. J. (1979) · Econometrica · doi:10.2307/1912352 · Cited by 28,779 · see citing works
Estimating causal effects of treatments in randomized and nonrandomized studies
Rubin, D. B. (1974) · Journal of Educational Psychology · doi:10.1037/h0037350 · Cited by 9,436 · see citing works
Causal Inference Using Potential Outcomes: Design, Modeling, Decisions
Rubin, D. B. (2005) · Journal of the American Statistical Association · doi:10.1198/016214504000001880 · Cited by 2,173 · see citing works
Contract farming and smallholder outgrower schemes in less‐developed countries
Glover, D. J. (1984) · World Development · doi:10.1016/0305-750x(84)90008-1 · Cited by 220 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Agri-food value chain revolutions in low- and middle-income countries
Barrett, C. B., Reardon, T., Swinnen, J., & Zilberman, D. (2022) · Journal of Economic Literature · doi:10.1257/jel.20201539 · Cited by 371 · see citing works
Corporate concentration and power matter for agency in food systems
Clapp, J., Vriezen, R., Laila, A., Conti, C., Gordon, L., Hicks, C., & Rao, N. (2025) · Food Policy · doi:10.1016/j.foodpol.2025.102897 · Cited by 64 · see citing works
Concentration and market power in the food chain
(2021) · OECD Food, Agriculture and Fisheries Papers · doi:10.1787/3151e4ca-en · Cited by 53 · see citing works
- Authors
- Bellemare, M. F., & Bloem, J. R.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Bellemare, Marc F.
- Venue
- World Development
- Publisher
- Elsevier BV
- Published
- 2018-12
- Volume
- 112
- Pages
- 259-271
- ISSN
- 0305-750X (ISSN-L)
- OpenAlex
- W2889829378
- Cited by
- 280
- References
- 4
- Citations by year
- 2026: 33 · 2025: 30 · 2024: 36 · 2023: 61 · 2022: 42 · 2021: 37 · 2020: 24 · 2019: 15 · 2018: 2
- FWCI
- 38.75
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- World Development (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Safety Research › Agricultural economics and policies
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agriculture and Agroindustry Studies
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Innovations and Practices
- Keywords
- contract farming, welfare effects, structural change, agribusiness development, agricultural development, developing countries, development policy, methodological issues, agricultural processors
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