Evidence map›Paper›PMID 41680852›Full record

ArticleGlobalization and health2026

The end of the garden path? Analyzing smallholder tobacco farming income and decision-making in Mozambique.

Benedito Cunguara, Adam Silbuwe, Jeffrey Drope, Raphael Lencucha

Abstract read
In one paragraph

Article in Globalization and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Benedito CunguaraFaculdade de Agronomia e Engenharia Floresta, UEM, Maputo, Mozambique.
Adam SilbuweDepartment of Health Policy and Management, School of Public Health, University of Zambia, PO Box 50110, Lusaka, Zambia.
Jeffrey DropeDepartment of Health, Behavior & Society, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Baltimore, MD, 21205, USA.
Raphael LencuchaSchool of Physical and Occupational Therapy, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada. Raphael.lencucha@mcgill.ca.

Funding

CIHR PJT166086
6 · The paper itself

Abstract

Many government sectors view tobacco growing to hold significant economic value for smallholder farmers, a narrative driving policy and practice. Corresponding to this narrative, there has been a marked increase in land allocated to leaf production and cigarette manufacturing. We tested this narrative in Mozambique by quantifying the economic net income of smallholder tobacco growers (n = 1 315 households) in four major tobacco growing districts and compared income across four groups of tobacco farmers; persistent growers; persistent non-growers; new growers; and no-longer growers using panel survey data collected in 2019/2020 and 2020/2021. Overall, the economic net income was higher amongst those who were no-longer growers and non-growers. Relative to those who cultivated tobacco in 2020 but decided not to grow in 2021, a partnership contract with a leaf-buying company was strongly associated with continued growing of tobacco. The second factor associated with tobacco cultivation in both years was farmers’ use of hired labor, which is likely a function of the high labor intensity of the crop. These facts are important to inform further discussions on policy and programming pertaining to more robust rural livelihoods in Mozambique. These findings are consistent with a burgeoning literature from countries in Africa.

Indexed as

AgricultureDecision MakingFarmersIncomeNicotianaHumansMozambiqueTobacco ControlCostsDecision-makingIncomesMozambiqueTobacco farming

Identifiers

PMID41680852
PMCPMC12997872

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.