Evidence map›Paper›PMID 40468615›Full record

ArticleHealth economics2025

Socio-Economic Evolution and Tobacco Products Sales in Spain: A Long-Term Analysis of the Tobacco Kuznets Curve.

Miguel Ángel Del Arco-Osuna, Alejandro Almeida, Aida Galiano, Juan Manuel Martín-Álvarez

Abstract read
In one paragraph

Article in Health economics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Miguel Ángel Del Arco-OsunaDepartment of Quantitative Methods for Economics and Business, Universidad Internacional de La Rioja, Logroño, Spain.ORCID 0009-0002-5902-0658
Alejandro AlmeidaDepartment of Quantitative Methods for Economics and Business, Universidad de Extremadura, Badajoz, Spain.ORCID 0000-0001-6490-4998
Aida GalianoDepartment of Quantitative Methods for Economics and Business, Universidad Internacional de La Rioja, Logroño, Spain.ORCID 0000-0002-1587-6262
Juan Manuel Martín-ÁlvarezDepartment of Quantitative Methods for Economics and Business, Universidad Internacional de La Rioja, Logroño, Spain.ORCID 0000-0002-7315-9827

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This article examines the relationship between economic development and tobacco consumption in Spain, using the Kuznets Curve framework. Drawing on panel data from Spanish provinces (2002-2021), the findings confirm that GDP has a non-linear effect on cigarette consumption. A 1% increase in GDP initially is positively associated with an increase in cigarette sales by 2.31%, but at higher income levels, cigarettes sales decrease (-0.24%), reflecting changing consumption dynamics as economies develop, which corroborates the existence of the Tobacco Kuznets Curve (TKC). Beyond GDP, we examine the role of unemployment in shaping tobacco consumption patterns, focusing on product substitution effects. Unlike its negative impact on cigarette sales (-0.075%), unemployment has a positive effect on Roll-Your-Own (RYO), pipe tobacco, and cigars. A 1% increase in unemployment raises sales of these alternative products by 0.31%, 0.48% and 0.29%, respectively, suggesting that economic downturns push consumers toward cheaper substitutes, also perceived as less harmful, rather than leading to a complete reduction in tobacco use. The inclusion of real cigarette prices confirms that higher prices-often driven by taxation-are associated with reduced cigarette sales and a shift toward alternative tobacco products, supporting evidence of a substitution effect during periods of economic downturns. Additionally, factors such as life expectancy and demographic aging significantly influence consumption patterns across all tobacco products. These findings highlight the need for differentiated anti-smoking policies, as uniform regulations may fail to address product-specific shifts driven by economic cycles.

Indexed as

CommerceEconomic DevelopmentTobacco ProductsAdultFemaleHumansMaleMiddle AgedSmokingSocioeconomic FactorsSpainTaxesUnemploymentcigarette saleseconomic developmentkuznets curvepanel data analysispublic healthsmoking behaviorsocioeconomic factorsspainunemployment

Identifiers

PMID40468615
PMCPMC12316577

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.