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Erschienen in: The European Journal of Health Economics 4/2015

01.05.2015 | Original Paper

The Icelandic economic collapse, smoking, and the role of labor-market changes

verfasst von: Thorhildur Ólafsdóttir, Birgir Hrafnkelsson, Tinna Laufey Ásgeirsdóttir

Erschienen in: The European Journal of Health Economics | Ausgabe 4/2015

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Abstract

Smoking is related to health deterioration through increased risk of various diseases. Changes in this health behavior could contribute to the documented health improvements during economic downturns. Furthermore, the reasons for changes in behavior are not well understood. We explore smoking behavior in Iceland before and after the sudden and unexpected economic crisis in 2008. Furthermore, to explore the mechanisms through which smoking could be affected we focus on the role of labor-market changes. Both real income and working hours fell significantly and economic theory suggests that such changes can affect health behaviors which in turn affect health. We use individual longitudinal data from 2007 to 2009, incidentally before and after the crisis hit. The data originates from a postal survey, collected by The Public Health Institute in Iceland. Two outcomes are explored: smoking participation and smoking intensity, using pooled ordinary least squares (OLS) and linear probability models. The detected reduction in both outcomes is not explained by the changes in labor-market variables. Other factors in the demand function for tobacco play a more important role. The most notable are real prices which increased in particular for imported goods because of the devaluation of the Icelandic currency as a result of the economic collapse.
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Literatur
2.
Zurück zum Zitat Ruhm, C.J.: Are recessions good for your health? Q. J. Econ. 115(2), 617–650 (2000)CrossRef Ruhm, C.J.: Are recessions good for your health? Q. J. Econ. 115(2), 617–650 (2000)CrossRef
4.
Zurück zum Zitat Grossman, M.: Concept of health capital and demand for health. J. Polit. Econ. 80(2), 223–225 (1972)CrossRef Grossman, M.: Concept of health capital and demand for health. J. Polit. Econ. 80(2), 223–225 (1972)CrossRef
5.
Zurück zum Zitat Xu, X., Kaestner, R.: The business cycle and health behaviors. In: National Bureau of Economic Research. Working Paper No. 15737 (2010) Xu, X., Kaestner, R.: The business cycle and health behaviors. In: National Bureau of Economic Research. Working Paper No. 15737 (2010)
7.
Zurück zum Zitat Grossman, M.: Individual behaviors and substance use: the role of price. In: National Bureau of Economic Research. Working Paper No. 10948 (2004) Grossman, M.: Individual behaviors and substance use: the role of price. In: National Bureau of Economic Research. Working Paper No. 10948 (2004)
8.
Zurück zum Zitat McClure, C.B., Valdimarsdóttir, U.A., Hauksdóttir, A., Kawachi, I.: Economic crisis and smoking behaviour: prospective cohort study in Iceland. BMJ Open 2(5): (2012). doi:10.1136/bmjopen-2012-001386 McClure, C.B., Valdimarsdóttir, U.A., Hauksdóttir, A., Kawachi, I.: Economic crisis and smoking behaviour: prospective cohort study in Iceland. BMJ Open 2(5): (2012). doi:10.​1136/​bmjopen-2012-001386
9.
Zurück zum Zitat Ragnarsdóttir, B.H., Bernburg, J.G., Ólafsdóttir, S.: The global financial crisis and individual distress: the role of subjective comparisons after the collapse of the Icelandic economy. Sociology (2012). doi:10.1177/0038038512453790 Ragnarsdóttir, B.H., Bernburg, J.G., Ólafsdóttir, S.: The global financial crisis and individual distress: the role of subjective comparisons after the collapse of the Icelandic economy. Sociology (2012). doi:10.​1177/​0038038512453790​
10.
Zurück zum Zitat Ásgeirsdóttir, T.L., Corman, H., Noonan, K., Ólafsdóttir, T., Reichman, N.E.: Was the economic crisis of 2008 good for Icelanders? Impact Health Behav. Econ. Human Biol. (2013). doi:10.1016/j.ehb.2013.03.005 Ásgeirsdóttir, T.L., Corman, H., Noonan, K., Ólafsdóttir, T., Reichman, N.E.: Was the economic crisis of 2008 good for Icelanders? Impact Health Behav. Econ. Human Biol. (2013). doi:10.​1016/​j.​ehb.​2013.​03.​005
11.
Zurück zum Zitat International Monetary Fund: Iceland: Financial System Stability Assessment-Update. December, p. 12 (2008) International Monetary Fund: Iceland: Financial System Stability Assessment-Update. December, p. 12 (2008)
17.
Zurück zum Zitat Economou, A., Nikolaou, A., Theodossiou, I.: Are recessions harmful to health after all? Evidence from the European Union. J. Econ. Stud. 35(5), 368–384 (2008)CrossRef Economou, A., Nikolaou, A., Theodossiou, I.: Are recessions harmful to health after all? Evidence from the European Union. J. Econ. Stud. 35(5), 368–384 (2008)CrossRef
19.
Zurück zum Zitat Martikainen, P.T., Valkonen, T.: Excess mortality of unemployed men and women during a period of rapidly increasing unemployment. Lancet 348(9032), 909–912 (1996)PubMedCrossRef Martikainen, P.T., Valkonen, T.: Excess mortality of unemployed men and women during a period of rapidly increasing unemployment. Lancet 348(9032), 909–912 (1996)PubMedCrossRef
24.
Zurück zum Zitat Barnes, M.G., Smith, T.G.: Tobacco use as response to economic insecurity: evidence from the national longitudinal survey of youth. Be J. Econ. Anal. Poli. 9(1), 47 (2009) Barnes, M.G., Smith, T.G.: Tobacco use as response to economic insecurity: evidence from the national longitudinal survey of youth. Be J. Econ. Anal. Poli. 9(1), 47 (2009)
25.
26.
Zurück zum Zitat Brenner, M.H.: Trends in alcohol consumption and associated illnesses—some effects of economic changes. Am. J. Public Health 65(12), 1279–1292 (1975)PubMedCentralPubMedCrossRef Brenner, M.H.: Trends in alcohol consumption and associated illnesses—some effects of economic changes. Am. J. Public Health 65(12), 1279–1292 (1975)PubMedCentralPubMedCrossRef
28.
Zurück zum Zitat Dave, D.M., Kelly, I.R.: How does the business cycle affect eating habits? Soc. Sci. Med. 74(2), 254–262 (2011)PubMedCrossRef Dave, D.M., Kelly, I.R.: How does the business cycle affect eating habits? Soc. Sci. Med. 74(2), 254–262 (2011)PubMedCrossRef
29.
Zurück zum Zitat Colman, G.J., Dave, D.M.: Exercise, physical activity, and exertion over the business cycle. In: National Bureau of Economic Research Working Paper No. 1740, (2011) Colman, G.J., Dave, D.M.: Exercise, physical activity, and exertion over the business cycle. In: National Bureau of Economic Research Working Paper No. 1740, (2011)
30.
Zurück zum Zitat Chaloupka, F.J., Warner, K.E.: The economics of smoking. In: Culyer, A.J., Newhouse, J.P. (eds.) Handbook of Health Economics, pp. 1539–1627. Elsevier, Amsterdam (2000) Chaloupka, F.J., Warner, K.E.: The economics of smoking. In: Culyer, A.J., Newhouse, J.P. (eds.) Handbook of Health Economics, pp. 1539–1627. Elsevier, Amsterdam (2000)
31.
Zurück zum Zitat Dee, T.S.: Alcohol abuse and economic conditions: evidence from repeated cross-sections of individual-level data. Health Econ. 10(3), 257–270 (2001)PubMedCrossRef Dee, T.S.: Alcohol abuse and economic conditions: evidence from repeated cross-sections of individual-level data. Health Econ. 10(3), 257–270 (2001)PubMedCrossRef
32.
Zurück zum Zitat Ruhm, C.J., Black, W.E.: Does drinking really decrease in bad times? J. Health Econ. 21(4), 659–678 (2002)PubMedCrossRef Ruhm, C.J., Black, W.E.: Does drinking really decrease in bad times? J. Health Econ. 21(4), 659–678 (2002)PubMedCrossRef
45.
Zurück zum Zitat Yurekli, A.A., Zhang, P.: The impact of clean indoor-air laws and cigarette smuggling on demand for cigarettes: an empirical model. Health Econ. 9(2), 159–170 (2000)PubMedCrossRef Yurekli, A.A., Zhang, P.: The impact of clean indoor-air laws and cigarette smuggling on demand for cigarettes: an empirical model. Health Econ. 9(2), 159–170 (2000)PubMedCrossRef
49.
Zurück zum Zitat Callinan, J.E., Clarke, A., Doherty, K., Kelleher, C.: Legislative smoking bans for reducing secondhand smoke exposure, smoking prevalence and tobacco consumption. Cochrane Db Syst. Rev. 4 (2010). doi:10.1002/14651858.Cd005992.Pub2 Callinan, J.E., Clarke, A., Doherty, K., Kelleher, C.: Legislative smoking bans for reducing secondhand smoke exposure, smoking prevalence and tobacco consumption. Cochrane Db Syst. Rev. 4 (2010). doi:10.​1002/​14651858.​Cd005992.​Pub2
50.
Zurück zum Zitat Hargreaves, K., Amos, A., Highet, G., Martin, C., Platt, S., Ritchie, D., White, M.: The social context of change in tobacco consumption following the introduction of ‘smokefree’ England legislation: a qualitative, longitudinal study. Soc. Sci. Med. 71(3), 459–466 (2010). doi:10.1016/j.socscimed.2010.04.025 PubMedCrossRef Hargreaves, K., Amos, A., Highet, G., Martin, C., Platt, S., Ritchie, D., White, M.: The social context of change in tobacco consumption following the introduction of ‘smokefree’ England legislation: a qualitative, longitudinal study. Soc. Sci. Med. 71(3), 459–466 (2010). doi:10.​1016/​j.​socscimed.​2010.​04.​025 PubMedCrossRef
51.
Zurück zum Zitat Asgeirsdottir, T.L., Olafsdottir, T., Ragnarsdottir, D.O.: Business cycles, hypertension and cardiovascular disease: evidence from the Icelandic economic collapse. Blood Pressure Early Online, 1–9 (2013). doi:10.3109/08037051.2013.862913 Asgeirsdottir, T.L., Olafsdottir, T., Ragnarsdottir, D.O.: Business cycles, hypertension and cardiovascular disease: evidence from the Icelandic economic collapse. Blood Pressure Early Online, 1–9 (2013). doi:10.​3109/​08037051.​2013.​862913
55.
Zurück zum Zitat Fitzgerald, J., Gottschalk, P., Moffitt, R.: An analysis of sample attrition in panel data—the Michigan Panel Study of Income Dynamic. J. Human Resour. 33(2), 251–299 (1998). doi:10.2307/146433 CrossRef Fitzgerald, J., Gottschalk, P., Moffitt, R.: An analysis of sample attrition in panel data—the Michigan Panel Study of Income Dynamic. J. Human Resour. 33(2), 251–299 (1998). doi:10.​2307/​146433 CrossRef
58.
Zurück zum Zitat Lewit, E.M., Coate, D.: The potential for using excise taxes to reduce smoking. J. Health Econ. 1, 121–145 (1982)CrossRef Lewit, E.M., Coate, D.: The potential for using excise taxes to reduce smoking. J. Health Econ. 1, 121–145 (1982)CrossRef
59.
Zurück zum Zitat Chaloupka, F.J., Pacula, R.L.: Sex and race differences in young people’s responsiveness to price and tobacco control policies. Tob. Control. 8(4), 373–377 (1999)PubMedCentralPubMedCrossRef Chaloupka, F.J., Pacula, R.L.: Sex and race differences in young people’s responsiveness to price and tobacco control policies. Tob. Control. 8(4), 373–377 (1999)PubMedCentralPubMedCrossRef
60.
Zurück zum Zitat Townsend, J., Roderick, P., Cooper, J.: Cigarette-smoking by socioeconomic group, sex, and age—effects of price, income, and health publicity. Brit. Med. J. 309(6959), 923–927 (1994)PubMedCentralPubMedCrossRef Townsend, J., Roderick, P., Cooper, J.: Cigarette-smoking by socioeconomic group, sex, and age—effects of price, income, and health publicity. Brit. Med. J. 309(6959), 923–927 (1994)PubMedCentralPubMedCrossRef
61.
Zurück zum Zitat Johnston, L.D., O’Malley, P.M., Bachman, J.G.: Smoking, drinking, and illicit drug use among American secondary school students, college students, and young adults, 1975–1991. Volume II: College Students and Young Adults. In: National Institute on Drug Policy. NIH. Publication No. 93-3481 (1993) Johnston, L.D., O’Malley, P.M., Bachman, J.G.: Smoking, drinking, and illicit drug use among American secondary school students, college students, and young adults, 1975–1991. Volume II: College Students and Young Adults. In: National Institute on Drug Policy. NIH. Publication No. 93-3481 (1993)
62.
Zurück zum Zitat Zhao, X.S., Lynch, J.G., Chen, Q.M.: Reconsidering Baron and Kenny: myths and truths about mediation analysis. J. Consum. Res. 37(2), 197–206 (2010). doi:10.1086/651257 CrossRef Zhao, X.S., Lynch, J.G., Chen, Q.M.: Reconsidering Baron and Kenny: myths and truths about mediation analysis. J. Consum. Res. 37(2), 197–206 (2010). doi:10.​1086/​651257 CrossRef
63.
Zurück zum Zitat Green, D.P., Ha, S.E., Bullock, J.G.: Enough already about “black box” experiments: studying mediation is more difficult than most scholars suppose. Ann. Am. Acad. Polit. Soc. Sci. 628, 200–208 (2010). doi:10.1177/0002716209351526 CrossRef Green, D.P., Ha, S.E., Bullock, J.G.: Enough already about “black box” experiments: studying mediation is more difficult than most scholars suppose. Ann. Am. Acad. Polit. Soc. Sci. 628, 200–208 (2010). doi:10.​1177/​0002716209351526​ CrossRef
Metadaten
Titel
The Icelandic economic collapse, smoking, and the role of labor-market changes
verfasst von
Thorhildur Ólafsdóttir
Birgir Hrafnkelsson
Tinna Laufey Ásgeirsdóttir
Publikationsdatum
01.05.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
The European Journal of Health Economics / Ausgabe 4/2015
Print ISSN: 1618-7598
Elektronische ISSN: 1618-7601
DOI
https://doi.org/10.1007/s10198-014-0580-x

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