Evidence map›Paper›PMID 32404519›Full record

ArticleTobacco control2021

Tobacco or not tobacco: predicting farming households' income in Indonesia.

Gumilang Aryo Sahadewo, Jeffrey Drope, Qing Li, Nigar Nargis, Firman Witoelar

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. 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 · 2024
    Article
  4. Article
  5. The Economic Cost of Tobacco Farming in Bangladesh.International journal of environmental research and public health · 2020
    Article
  6. In-and-Out of Tobacco Farming: Shifting Behavior of Tobacco Farmers in Indonesia.International journal of environmental research and public health · 2020
    Article
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

5 authors.

Gumilang Aryo SahadewoFaculty of Economics and Business, Universitas Gadjah Mada, Sleman, Indonesia gasahadewo@ugm.ac.id.ORCID 0000-0002-0543-054X
Jeffrey DropeEconomic and Health Policy Research, American Cancer Society, Atlanta, Georgia, USA.
Qing LiEconomic and Health Policy Research, American Cancer Society, Atlanta, Georgia, USA.
Nigar NargisEconomic and Health Policy Research, American Cancer Society, Atlanta, Georgia, USA.ORCID 0000-0003-4501-1398
Firman WitoelarCrawford School of Public Policy, Australian National University, Canberra, Australian Capital Territory, Australia.ORCID 0000-0001-8286-861X

Funding

The Political Economy of Tobacco Farming in Low-and Middle-Income CountriesR01TW010898 · FIC · UNIVERSITY OF ILLINOIS AT CHICAGO · PI DROPE, JEFFREY · 2017 to 2021
$1.5M
FIC NIH HHS R01 TW010898
6 · The paper itself

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.

Indexed as

Tobacco ProductsAgricultureHumansIncomeIndonesiaeconomicslow/middle income countrypriority/special populations

Identifiers

PMID32404519
PMCPMC10444206

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Registered trials

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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.