ArticleTobacco control2021
Tobacco or not tobacco: predicting farming households' income in Indonesia.
Article in Tobacco control, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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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.
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.
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Who cites it
6 citing papers in PubMed.
- Five years of discourse related to Indonesia tobacco control reform: a content analysis of online media coverage.Tobacco control · 2025Article
- The impacts on the economy, health, and environment resulting from tobacco cultivation: A cross-sectional survey of tobacco farmer perspectives in Thailand.Tobacco induced diseases · 2025Article
- Assessing the Level of Poverty and Utilization of Government Social Programs Among Tobacco Farmers in Indonesia.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- How does tobacco growing impact advancement in demand reduction measures?Tobacco prevention & cessation · 2021Article
- The Economic Cost of Tobacco Farming in Bangladesh.International journal of environmental research and public health · 2020Article
- In-and-Out of Tobacco Farming: Shifting Behavior of Tobacco Farmers in Indonesia.International journal of environmental research and public health · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
backgroundRecent research in several countries has demonstrated that small-holder tobacco farming is typically not a profitable enterprise. Many farming households report losing money in this economic endeavour, even without incorporating the value of their household labour. Losses are typically considerably worse when household labour is considered. We take advantage of panel data that include information about both current and former tobacco farming households' characteristics and economic decisions to be the first to rigorously estimate the effects of both tobacco and non-tobacco farming on income.
methodsWe designed and implemented a two-wave economic survey of current and former tobacco farming households in Indonesia's two largest tobacco-growing regions. We use regression analysis to estimate the effects of tobacco farming on household income per farming area in both survey waves.
resultsWe find that former tobacco farming households are typically generating profits from their non-tobacco farming, while current tobacco farming households experience greater variability, including experiencing economic losses. Former tobacco farming households' income were comparable to current tobacco farming households' even in the period in which tobacco leaf production and prices of tobacco leaf were relatively high. We find a negative and significant effect of tobacco farming on household income.
conclusionsOne of the main arguments from those opposing tobacco control policies-especially increasing cigarette excise taxes-is their alleged effect on tobacco farming households' livelihoods through a lower demand for tobacco leaves. Our finding that there is a negative effect of tobacco farming on household income shows that the narrative is grossly inaccurate. Shifting to non-tobacco farming would allow farming households to reallocate their resources to other more lucrative economic opportunities.
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Registered trials
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.