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Published in: BMC Public Health 1/2016

Open Access 01-12-2016 | Research article

Prevalence of hardcore smoking in the Netherlands between 2001 and 2012: a test of the hardening hypothesis

Authors: Jeroen Bommelé, Gera E. Nagelhout, Marloes Kleinjan, Tim M. Schoenmakers, Marc C. Willemsen, Dike van de Mheen

Published in: BMC Public Health | Issue 1/2016

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Abstract

Background

Hardcore smokers are smokers who have smoked for many years and who do not intend to quit smoking. The “hardening hypothesis” states that light smokers are more likely to quit smoking than heavy smokers (such as hardcore smokers). Therefore, the prevalence of hardcore smoking among smokers would increase over time. If this is true, the smoking population would become harder to reach with tobacco control measures. In this study we tested the hardening hypothesis.

Methods

We calculated the prevalence of hardcore smoking in the Netherlands from 2001 to 2012. Smokers were ‘hardcore’ if they a) smoked every day, b) smoked on average 15 cigarettes per day or more, c) had not attempted to quit in the past 12 months, and d) had no intention to quit within 6 months. We used logistic regression models to test whether the prevalence changed over time. We also investigated whether trends differed between educational levels.

Results

Among smokers, the prevalence of hardcore smoking decreased from 40.8 % in 2001 to 32.2 % in 2012. In the general population, it decreased from 12.2 to 8.2 %. Hardcore smokers were significantly lower educated than non-hardcore smokers. Among the general population, the prevalence of hardcore smoking decreased more among higher educated people than among lower educated people.

Conclusions

We found no support for the hardening hypothesis in the Netherlands between 2001 and 2012. Instead, the decrease of hardcore smoking among smokers suggests a ‘softening’ of the smoking population.
Literature
1.
go back to reference Ng M, Freeman MK, Fleming TD, Robinson M, Dwyer-Lindgren L, Thomson B, Wollum A, Sanman E, Wulf S, Lopez AD, Murray CJL, Gakidou E. Smoking prevalence and cigarette consumption in 187 countries, 1980-2012. JAMA. 2014;311:183–92.CrossRefPubMed Ng M, Freeman MK, Fleming TD, Robinson M, Dwyer-Lindgren L, Thomson B, Wollum A, Sanman E, Wulf S, Lopez AD, Murray CJL, Gakidou E. Smoking prevalence and cigarette consumption in 187 countries, 1980-2012. JAMA. 2014;311:183–92.CrossRefPubMed
2.
go back to reference Giskes K, Kunst AE, Benach J, Borrell C, Costa G, Dahl E, Dalstra JAA, Federico B, Helmert U, Judge K, Lahelma E, Moussa K, Ostergren PO, Platt S, Prattala R, Rasmussen NK, Mackenbach JP. Trends in smoking behaviour between 1985 and 2000 in nine European countries by education. J Epidemiol Community Health. 2005;59:395–401.CrossRefPubMedPubMedCentral Giskes K, Kunst AE, Benach J, Borrell C, Costa G, Dahl E, Dalstra JAA, Federico B, Helmert U, Judge K, Lahelma E, Moussa K, Ostergren PO, Platt S, Prattala R, Rasmussen NK, Mackenbach JP. Trends in smoking behaviour between 1985 and 2000 in nine European countries by education. J Epidemiol Community Health. 2005;59:395–401.CrossRefPubMedPubMedCentral
3.
go back to reference Hughes JR. The case for hardening of the target. In: Those Who continue to smoke: is achieving abstinence harder and do we need to change our interventions? Bethesda: U.S. Department of Human Services, National Institutes of Health, National Cancer Institute; 2001. Hughes JR. The case for hardening of the target. In: Those Who continue to smoke: is achieving abstinence harder and do we need to change our interventions? Bethesda: U.S. Department of Human Services, National Institutes of Health, National Cancer Institute; 2001.
4.
go back to reference Warner K, Burns D. Hardening and the hard-core smoker: concepts, evidence, and implications. Nicotine Tob Res. 2003;5:37–48.CrossRefPubMed Warner K, Burns D. Hardening and the hard-core smoker: concepts, evidence, and implications. Nicotine Tob Res. 2003;5:37–48.CrossRefPubMed
5.
go back to reference Chaiton MO, Cohen JE, Frank J. Population health and the hardcore smoker: Geoffrey Rose revisited. J Public Health Policy. 2008;29:307–18.CrossRefPubMed Chaiton MO, Cohen JE, Frank J. Population health and the hardcore smoker: Geoffrey Rose revisited. J Public Health Policy. 2008;29:307–18.CrossRefPubMed
6.
go back to reference Emery S, Gilpin EA, Ake C, Farkas AJ, Pierce JP. Characterizing and identifying “hard-core” smokers: implications for further reducing smoking prevalence. Am J Public Health. 2000;90:387–94.CrossRefPubMedPubMedCentral Emery S, Gilpin EA, Ake C, Farkas AJ, Pierce JP. Characterizing and identifying “hard-core” smokers: implications for further reducing smoking prevalence. Am J Public Health. 2000;90:387–94.CrossRefPubMedPubMedCentral
7.
go back to reference Costa ML, Cohen JE, Chaiton MO, Ip D, McDonald P, Ferrence R. “Hardcore” definitions and their application to a population-based sample of smokers. Nicotine Tob Res. 2010;12:860–4.CrossRefPubMed Costa ML, Cohen JE, Chaiton MO, Ip D, McDonald P, Ferrence R. “Hardcore” definitions and their application to a population-based sample of smokers. Nicotine Tob Res. 2010;12:860–4.CrossRefPubMed
8.
go back to reference Augustson E, Barzani D, Rutten LJF, Marcus S. Gender differences among hardcore smokers: an analysis of the tobacco use supplement of the current population survey. J Womens Health (Larchmt). 2008;17:1167–73.CrossRef Augustson E, Barzani D, Rutten LJF, Marcus S. Gender differences among hardcore smokers: an analysis of the tobacco use supplement of the current population survey. J Womens Health (Larchmt). 2008;17:1167–73.CrossRef
9.
go back to reference Azagba S. Hardcore smoking among continuing smokers in Canada 2004-2012. Cancer Causes Control. 2015;26:57–63.CrossRefPubMed Azagba S. Hardcore smoking among continuing smokers in Canada 2004-2012. Cancer Causes Control. 2015;26:57–63.CrossRefPubMed
10.
go back to reference Ferketich AK, Gallus S, Colombo P, Pacifici R, Zuccaro P, La Vecchia C. Hardcore smoking among Italian men and women. Eur J Cancer Prev. 2009;18:100–5.CrossRefPubMed Ferketich AK, Gallus S, Colombo P, Pacifici R, Zuccaro P, La Vecchia C. Hardcore smoking among Italian men and women. Eur J Cancer Prev. 2009;18:100–5.CrossRefPubMed
12.
go back to reference Sorg A, Xu J, Doppalapudi SB, Shelton S, Harris JK. Hardcore smokers in a challenging tobacco control environment: the case of Missouri. Tob Control. 2011;20:388–90.CrossRefPubMed Sorg A, Xu J, Doppalapudi SB, Shelton S, Harris JK. Hardcore smokers in a challenging tobacco control environment: the case of Missouri. Tob Control. 2011;20:388–90.CrossRefPubMed
13.
go back to reference Clare P, Bradford D, Courtney RJ, Martire K, Mattick RP. The relationship between socioeconomic status and “hardcore” smoking over time - greater accumulation of hardened smokers in low-SES than high-SES smokers. Tob Control. 2014;23:1–6.CrossRef Clare P, Bradford D, Courtney RJ, Martire K, Mattick RP. The relationship between socioeconomic status and “hardcore” smoking over time - greater accumulation of hardened smokers in low-SES than high-SES smokers. Tob Control. 2014;23:1–6.CrossRef
15.
go back to reference Bommelé J, Schoenmakers TM, Kleinjan M, van Straaten B, Wits E, Snelleman M, van de Mheen D. Perceived pros and cons of smoking and quitting in hard-core smokers: a focus group study. BMC Public Health. 2014;14:175.CrossRefPubMedPubMedCentral Bommelé J, Schoenmakers TM, Kleinjan M, van Straaten B, Wits E, Snelleman M, van de Mheen D. Perceived pros and cons of smoking and quitting in hard-core smokers: a focus group study. BMC Public Health. 2014;14:175.CrossRefPubMedPubMedCentral
16.
go back to reference Bommelé J, Kleinjan M, Schoenmakers TM, Burk WJ, Van Den Eijnden RJJM, Van de Mheen D. Identifying subgroups among hardcore smokers: a latent profile approach. PLoS ONE. 2015;10:e0133570.CrossRefPubMedPubMedCentral Bommelé J, Kleinjan M, Schoenmakers TM, Burk WJ, Van Den Eijnden RJJM, Van de Mheen D. Identifying subgroups among hardcore smokers: a latent profile approach. PLoS ONE. 2015;10:e0133570.CrossRefPubMedPubMedCentral
17.
go back to reference Ip DT, Cohen JE, Bondy SJ, Chaiton MO, Selby P, Schwartz R, McDonald P, Garcia J, Ferrence R. Do components of current “hardcore smoker” definitions predict quitting behaviour? Addiction. 2012;107:334–440.CrossRef Ip DT, Cohen JE, Bondy SJ, Chaiton MO, Selby P, Schwartz R, McDonald P, Garcia J, Ferrence R. Do components of current “hardcore smoker” definitions predict quitting behaviour? Addiction. 2012;107:334–440.CrossRef
18.
go back to reference Docherty G, Mcneill A, Gartner C, Szatkowski L. Did hardening occur among smokers in England from 2000 to 2010? Addiction. 2014;109:147–54.CrossRefPubMed Docherty G, Mcneill A, Gartner C, Szatkowski L. Did hardening occur among smokers in England from 2000 to 2010? Addiction. 2014;109:147–54.CrossRefPubMed
19.
go back to reference von Soest T, Pedersen W. Hardcore adolescent smokers? An examination of the hardening hypothesis by using survey data from two norwegian samples collected eight years apart. Nicotine Tob Res. 2014;16:1232–9.CrossRef von Soest T, Pedersen W. Hardcore adolescent smokers? An examination of the hardening hypothesis by using survey data from two norwegian samples collected eight years apart. Nicotine Tob Res. 2014;16:1232–9.CrossRef
20.
go back to reference Mathews R, Hall WD, Gartner CE. Is there evidence of “hardening” among Australian smokers between 1997 and 2007? Analyses of the Australian National Surveys of Mental Health and Well-Being. Aust N Z J Psychiatry. 2010;44:1132–6.CrossRefPubMed Mathews R, Hall WD, Gartner CE. Is there evidence of “hardening” among Australian smokers between 1997 and 2007? Analyses of the Australian National Surveys of Mental Health and Well-Being. Aust N Z J Psychiatry. 2010;44:1132–6.CrossRefPubMed
21.
go back to reference Kulik MC, Glantz SA. The smoking population in the USA and EU is softening not hardening. Tob Control 2015:tobaccocontrol–2015–052329. Kulik MC, Glantz SA. The smoking population in the USA and EU is softening not hardening. Tob Control 2015:tobaccocontrol–2015–052329.
22.
go back to reference Nagelhout GE, de Korte-de Boer D, Kunst AE, van der Meer RM, de Vries H, van Gelder BM, Willemsen MC. Trends in socioeconomic inequalities in smoking prevalence, consumption, initiation, and cessation between 2001 and 2008 in the Netherlands. Findings from a national population survey. BMC Public Health. 2012;12:303.CrossRefPubMedPubMedCentral Nagelhout GE, de Korte-de Boer D, Kunst AE, van der Meer RM, de Vries H, van Gelder BM, Willemsen MC. Trends in socioeconomic inequalities in smoking prevalence, consumption, initiation, and cessation between 2001 and 2008 in the Netherlands. Findings from a national population survey. BMC Public Health. 2012;12:303.CrossRefPubMedPubMedCentral
23.
go back to reference Stewart DW, Adams CE, Cano MA, Correa-Fernández V, Li Y, Waters AJ, Wetter DW, Vidrine JI. Associations between health literacy and established predictors of smoking cessation. Am J Public Health. 2013;103:1–14. Stewart DW, Adams CE, Cano MA, Correa-Fernández V, Li Y, Waters AJ, Wetter DW, Vidrine JI. Associations between health literacy and established predictors of smoking cessation. Am J Public Health. 2013;103:1–14.
24.
go back to reference McFadden E, Luben R, Wareham N, Bingham S, Khaw KT. Occupational social class, educational level, smoking and body mass index, and cause-specific mortality in men and women: A prospective study in the European Prospective Investigation of Cancer and Nutrition in Norfolk (EPIC-Norfolk) cohort. Eur J Epidemiol. 2008;23:511–22.CrossRefPubMed McFadden E, Luben R, Wareham N, Bingham S, Khaw KT. Occupational social class, educational level, smoking and body mass index, and cause-specific mortality in men and women: A prospective study in the European Prospective Investigation of Cancer and Nutrition in Norfolk (EPIC-Norfolk) cohort. Eur J Epidemiol. 2008;23:511–22.CrossRefPubMed
25.
go back to reference Jarvis MJ, Wardle J, Waller J, Owen L. Prevalence of hardcore smoking in England, and associated attitudes and beliefs: cross sectional study. BMJ. 2003;326:1061.CrossRefPubMedPubMedCentral Jarvis MJ, Wardle J, Waller J, Owen L. Prevalence of hardcore smoking in England, and associated attitudes and beliefs: cross sectional study. BMJ. 2003;326:1061.CrossRefPubMedPubMedCentral
28.
go back to reference Brown AK, Nagelhout GE, van den Putte B, Willemsen MC, Mons U, Guignard R, Thompson ME. Trends and socioeconomic differences in roll-your-own tobacco use: findings from the ITC Europe Surveys. Tob Control. 2015;24(Supplement 3):iii11–6.CrossRefPubMedPubMedCentral Brown AK, Nagelhout GE, van den Putte B, Willemsen MC, Mons U, Guignard R, Thompson ME. Trends and socioeconomic differences in roll-your-own tobacco use: findings from the ITC Europe Surveys. Tob Control. 2015;24(Supplement 3):iii11–6.CrossRefPubMedPubMedCentral
29.
go back to reference Hummel K, Hoving C, Nagelhout GE, de Vries H, van den Putte B, Candel MJJM, Borland R, Willemsen MC. Prevalence and reasons for use of electronic cigarettes among smokers: Findings from the International Tobacco Control (ITC) Netherlands Survey. Int J Drug Policy. 2014;26:601-8. Hummel K, Hoving C, Nagelhout GE, de Vries H, van den Putte B, Candel MJJM, Borland R, Willemsen MC. Prevalence and reasons for use of electronic cigarettes among smokers: Findings from the International Tobacco Control (ITC) Netherlands Survey. Int J Drug Policy. 2014;26:601-8.
30.
go back to reference Ramo DE, Young-Wolff KC, Prochaska JJ. Prevalence and correlates of electronic-cigarette use in young adults: Findings from three studies over five years. Addict Behav. 2015;41:142–7.CrossRefPubMed Ramo DE, Young-Wolff KC, Prochaska JJ. Prevalence and correlates of electronic-cigarette use in young adults: Findings from three studies over five years. Addict Behav. 2015;41:142–7.CrossRefPubMed
31.
go back to reference Lai DT, Cahill K, Qin Y, Tang J-L. Motivational interviewing for smoking cessation. Cochrane Database Syst Rev 2010(1):CD006936. Lai DT, Cahill K, Qin Y, Tang J-L. Motivational interviewing for smoking cessation. Cochrane Database Syst Rev 2010(1):CD006936.
32.
go back to reference Noar SM, Benac CN, Harris MS. Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol Bull. 2007;133:673–93.CrossRefPubMed Noar SM, Benac CN, Harris MS. Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol Bull. 2007;133:673–93.CrossRefPubMed
33.
go back to reference Shahab L, McEwen A. Online support for smoking cessation: a systematic review of the literature. Addiction. 2009;104:1792–804.CrossRefPubMed Shahab L, McEwen A. Online support for smoking cessation: a systematic review of the literature. Addiction. 2009;104:1792–804.CrossRefPubMed
34.
go back to reference de Vries H, Bakker M, Mullen PD, van Breukelen G. The effects of smoking cessation counseling by midwives on Dutch pregnant women and their partners. Patient Educ Couns. 2006;63:177–87.CrossRefPubMed de Vries H, Bakker M, Mullen PD, van Breukelen G. The effects of smoking cessation counseling by midwives on Dutch pregnant women and their partners. Patient Educ Couns. 2006;63:177–87.CrossRefPubMed
35.
go back to reference Oude Wesselink SF, Lingsma HF, Robben PBM, Mackenbach JP. Provision and effect of quit-smoking counselling by primary care midwives. Midwifery. 2015;31:986–92.CrossRefPubMed Oude Wesselink SF, Lingsma HF, Robben PBM, Mackenbach JP. Provision and effect of quit-smoking counselling by primary care midwives. Midwifery. 2015;31:986–92.CrossRefPubMed
36.
go back to reference Lanting CI, Buitendijk SE, Crone MR, Segaar D, Gravenhorst JB, van Wouwe JP. Clustering of socioeconomic, behavioural, and neonatal risk factors for infant health in pregnant smokers. PLoS ONE. 2009;4:1–6.CrossRef Lanting CI, Buitendijk SE, Crone MR, Segaar D, Gravenhorst JB, van Wouwe JP. Clustering of socioeconomic, behavioural, and neonatal risk factors for infant health in pregnant smokers. PLoS ONE. 2009;4:1–6.CrossRef
Metadata
Title
Prevalence of hardcore smoking in the Netherlands between 2001 and 2012: a test of the hardening hypothesis
Authors
Jeroen Bommelé
Gera E. Nagelhout
Marloes Kleinjan
Tim M. Schoenmakers
Marc C. Willemsen
Dike van de Mheen
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2016
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-016-3434-x

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