Evidence map›Paper›PMID 33025350›Full record

ArticleInternational journal of health economics and management2020

Asymmetric behavior of tobacco consumption in Spain across the business cycle: a long-term regional analysis.

Juan M Martín Álvarez, Alejandro Almeida, Aida Galiano, Antonio A Golpe

Open access · greenAbstract read
PubMed Publisher
In one paragraph

Article in International journal of health economics and management, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.2field-weighted citation impact, top 10% of its field
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

5 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
  2. Article
  3. Trends in Tobacco Use among 9th Graders in Sweden, 1991-2020.International journal of environmental research and public health · 2023
    Article
  4. Article
  5. 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 at 2 institutions in 1 country.

Juan M Martín ÁlvarezDepartment of Quantitative Analysis, International University of La Rioja, Logroño, Spain.
Alejandro AlmeidaDepartment of Quantitative Analysis, International University of La Rioja, Logroño, Spain.
Aida GalianoDepartment of Quantitative Analysis, International University of La Rioja, Logroño, Spain.
Antonio A GolpeDepartment of Economics, University of Huelva, Plaza de La Merced, 11, 21002, Huelva, Spain. antonio.golpe@dehie.uhu.es.
Universidad de La Rioja · ESUniversidad de Huelva · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many theoretical and empirical studies have analyzed the relationship between the economic cycle and tobacco consumption using the GDP and unemployment rates as the key variables for measuring economic phases. However, few studies focus on the pathways that cause tobacco consumption to be linked with the economic cycle, and there are no studies analyzing the heterogeneous effects underlying this relationship across nations and regions. This article explores the relationship and its pathways in 16 Spanish regions for the period 1989-2018. To this end, we apply a Granger causality analysis based on the augmented vector autoregressive (VAR) model in levels and extra lags. This method provides more efficient and robust results than the standard VAR model, which can lead to biased results with limited samples, especially in a region-by-region analysis. The empirical results suggest that the impact of the business cycle on tobacco consumption is heterogeneous and specific to each region. In addition, although recession phases cause a decline in tobacco consumption in Spain, in line with the literature, this procyclical relationship does not occur for expansion phases in all regions. One of the main findings of this article is that in expansion phases, tobacco consumption is sensitive to GDP, while in recession phases, tobacco consumption is affected by unemployment. National and regional governments should consider these results when they develop smoking control policies because homogeneous strategies can lead to heterogeneous results. Thus, the results can be useful for policymakers dealing with tobacco control strategies.

Indexed as

Data Interpretation, StatisticalEconomic DevelopmentEconomic RecessionEconomicsHumansSpainTobacco UseUnemploymentAsymmetric causalityBootstrapEconomic growthGranger causalityPanel causalityTobacco

Identifiers

PMID33025350
OpenAlexW3091919434

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.