Evidence map›Paper›PMID 35296480›Full record

ArticleBMJ open2022

Effect of relative income price on smoking initiation among adolescents in Ghana: evidence from pseudo-longitudinal data.

Micheal Kofi Boachie, Mustapha Immurana, Ernest Ngeh Tingum, Noreen Dadirai Mdege, Hana Ross

Abstract read
In one paragraph

Article in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. A Cross-Country Study of Cigarette Affordability and Single-Stick Purchases Using Survey Data From African Countries.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article
  2. Cigarette Prices and Smoking Experimentation Among Zimbabwean Children: A Survival Analysis of the 2014 Global Youth Tobacco Survey.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Effect of cigarette prices on cigarette consumption in Ghana.Drug and alcohol dependence reports · 2022
    Article
  8. 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.

Micheal Kofi BoachieSAMRC/Wits Centre for Health Economics and Decision Science - PRICELESS SA, School of Public Health, University of the Witwatersrand, Johannesburg, Gauteng, South Africa mkboachie@gmail.com.ORCID 0000-0003-1062-889X
Mustapha ImmuranaInstitute of Health Research, University of Health and Allied Sciences, Ho, Volta Region, Ghana.
Ernest Ngeh TingumDepartment of Economics, University of Namibia, Windhoek, Namibia.
Noreen Dadirai MdegeDepartment of Health Sciences, University of York, York, UK.
Hana RossResearch Unit on the Economics of Excisable Products (REEP), School of Economics, University of Cape Town, Rondebosch, Western Cape, South Africa.ORCID 0000-0001-5799-1915

Funding

Medical Research Council MR/P027946/2
6 · The paper itself

Abstract

objectiveMany smokers initiate smoking during adolescence. Making tobacco products less affordable is one of the best ways to control tobacco use. Studies on the effect of relative income price (RIP (ie, affordability)) of cigarettes on smoking initiation are scarce in low-income and middle-income countries, especially in Sub-Saharan Africa where data are limited. The goal of this study is to examine the effect of cigarette RIP on adolescent smoking initiation in Ghana.

settingThe study uses a pseudo-longitudinal data set constructed from the Global Youth Tobacco Surveys (GYTS (2000-2009 and 2017)) and RIP for the most sold cigarette brand in Ghana.

participantsThe GYTS is a national survey on adolescents. PRIMARY AND SECONDARY OUTCOME: Effect of RIP on adolescent smoking initiation in Ghana.

resultsUsing the GYTS 2000-2009 data, we find that the probability of smoking initiation falls significantly in response to a higher RIP, with an elasticity of -0.372 (95% CI -0.701 to -0.042) for the unmatched sample and -0.490 (95% CI -0.818 to -0.161) for the matched sample. The RIP elasticity for women ((-0.888) (95% CI -1.384 to -0.392) and (-0.928) (95% CI -1.434 to -0.422)) is statistically significant at 1% in both the unmatched and the matched samples, respectively, while the RIP elasticity for men is statistically insignificant in the 2000-2009 surveys. Analysis of the 2017 GYTS shows a similar outcome: a negative relationship between RIP and smoking initiation, and the results are statistically significant for both men and women, and for both matched and unmatched samples.

conclusionThe affordability (RIP) of cigarettes is negatively related to the probability of smoking initiation among adolescents in Ghana. Raising tobacco taxes in line with income growth would make cigarettes less affordable and dissuade adolescents from initiating smoking.

Indexed as

CommerceTobacco ProductsAdolescentFemaleGhanaHumansIncomeMaleSmokingTaxeshealth economicspublic healthsocial medicine

Identifiers

PMID35296480
PMCPMC8928287

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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.