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Public opinion on tobacco gray market in the Western Balkans: A cluster analysis approach

Author

Listed:
  • Jelena Budak

    (The Institute of Economics, Zagreb)

  • Edo Rajh

    (The Institute of Economics, Zagreb)

  • Goran Buturac

    (The Institute of Economics, Zagreb)

  • Anamarija Brkovic

    (University of Zagreb, Faculty of Economics and Business)

Abstract

Attitudinal studies about gray market of tobacco products are in particular scarce for countries along the Balkan route that has been known as smuggling corridor for centuries. This empirical study fills the gap by using a large survey dataset of 21,000 citizens in seven Western Balkan countries: Slovenia, Croatia, Bosnia and Herzegovina, Serbia, Montenegro, North Macedonia, Kosovo. The analyses of public opinion on tobacco gray market in the Western Balkans distinguishes smokers and non-smokers, includes a set of individual socio-demographic attributes (gender, age, level of education, occupation, income), and an indicator of the importance of the tobacco sector for the national economy. Citizens are grouped into four distinct clusters based on their attitudes towards tobacco gray market. The typology of citizens in the region reveals that public opinion differs primarily depending on whether an individual is a smoker or not. The most repressive attitudes and opinion that curbing gray tobacco market will reduce smoking come from non-smokers and from citizens of countries that have no comparative advantages in tobacco trade. The results showed the level of public awareness on the negative aspects of tobacco gray market. Finally, the analysis pointed out whether stricter sanctions were rated as appropriate actions to curb the gray market of tobacco, cigarettes and other tobacco products.

Suggested Citation

  • Jelena Budak & Edo Rajh & Goran Buturac & Anamarija Brkovic, 2019. "Public opinion on tobacco gray market in the Western Balkans: A cluster analysis approach," Working Papers 1904, The Institute of Economics, Zagreb.
  • Handle: RePEc:iez:wpaper:1904
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    References listed on IDEAS

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    1. Peshevski, Mile & Ameti, Iljaz & Vukaj, Oriola & Petkov, Robert, 2013. "Trading Of Agricultural Products From Agrocomplex Between Countries From Balkan Region," Economics of Agriculture, Institute of Agricultural Economics, vol. 60(4), pages 1-9, December.
    2. Hugh Griffiths, 2004. "Smoking Guns: European Cigarette Smuggling in the 1990’s," Global Crime, Taylor & Francis Journals, vol. 6(2), pages 185-200, May.
    3. Tenn, Steven & Herman, Douglas A. & Wendling, Brett, 2010. "The role of education in the production of health: An empirical analysis of smoking behavior," Journal of Health Economics, Elsevier, vol. 29(3), pages 404-417, May.
    4. Vedran Recher, 2019. "Tobacco smuggling in the Western Balkan region: Exploring habits, attitudes, and predictors of illegal tobacco demand," Working Papers 1901, The Institute of Economics, Zagreb.
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    More about this item

    Keywords

    attitudes; tobacco trade; gray market; Western Balkans;
    All these keywords.

    JEL classification:

    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • L66 - Industrial Organization - - Industry Studies: Manufacturing - - - Food; Beverages; Cosmetics; Tobacco

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