Next Article in Journal
Unintentional Injuries Are Associated with Self-Reported Child Maltreatment among Swedish Adolescents
Next Article in Special Issue
Psycho-Social Correlates of Cyberbullying among Polish Adolescents
Previous Article in Journal
Salivary Adiponectin and Albumin Levels on the Gingival Conditions of Patients Undergoing Bariatric Surgery: A Cohort Study
Previous Article in Special Issue
Internet Gaming Disorders and Early Onset Psychosis in Young People: A Case Study and Clinical Observations
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Trends in Tobacco Use among 9th Graders in Sweden, 1991–2020

1
Swedish Council for Information on Alcohol and Other Drugs (CAN), 116 64 Stockholm, Sweden
2
Department of Clinical Neuroscience, Karolinska Institutet, 171 77 Stockholm, Sweden
3
Centre for Alcohol Policy Research, La Trobe University, Melbourne, VIC 3086, Australia
4
Department of Public Health, Stockholm University, 106 91 Stockholm, Sweden
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2023, 20(7), 5262; https://doi.org/10.3390/ijerph20075262
Submission received: 13 January 2023 / Revised: 28 February 2023 / Accepted: 23 March 2023 / Published: 25 March 2023

Abstract

:
Tobacco use was measured with self-reports of lifetime use of cigarettes and snus to examine trends in tobacco use among Swedish 9th graders over the period 1991–2020. Annual school surveys with nationally representative samples of 9th-grade students in Sweden covering the period 1991–2020 with a total sample of 163,617 students. We distinguished between the use of cigarettes only, use of snus only, dual use (use of both cigarettes and snus), and total tobacco use (use of any of these tobacco products). In addition to a graphical description of trends in the various measures of tobacco use, the correlation between these trends was calculated with the Pearson correlation coefficient (Rxy). The prevalence of total tobacco use declined from 72% in 1991 to 36% in 2020. The declining trend in total tobacco use was positively correlated with the trend in dual use (Rxy = 0.98) and the trend in cigarette use only (Rxy = 0.87). The trend in total tobacco use was, on the other hand, negatively correlated with snus use only (Rxy = −0.41), and snus use only was negatively correlated with cigarette use only (Rxy = −0.71). The situation became different after 2017 when total tobacco use increased as a result of an increasing prevalence of snus use. The sharp decline in tobacco use among 9th graders in Sweden over the past three decades is driven by declining cigarette use. The correlations between the various forms of tobacco use suggest that snus use may have contributed to the decline in cigarette use and, by that, overall tobacco use. The situation changed after 2017 when a sharp rise in snus use seems to have increased total tobacco use among adolescents in Sweden. A possible explanation behind this development is the introduction of a new form of snus called “All white snus”, which was introduced in Sweden in 2014.

1. Introduction

Tobacco use is estimated to cause over 7 million deaths each year [1] and is a global health priority. Cigarette smoking is responsible for the major part of tobacco-related mortality, whereas smokeless tobacco (snus) at present is found to be associated with much lower risks for adverse health effects [2]. In international comparison, Sweden enjoys a low prevalence of smoking, especially among men. Sweden is among the countries with the lowest prevalence of current users, together with countries such as Australia, Canada, and India, which all have a prevalence of current tobacco smoking of below 20 percent [3]. Among young people, the prevalence of lifetime use of cigarettes in Sweden is among the lowest in Europe for both boys and girls [4]. This is thought to be partly because of the prevalence of smokeless tobacco, snus [5,6]. Still, there is a shortage of studies addressing trends in tobacco use among adolescents in Sweden and especially the interaction between the use of cigarettes, snus, and use of both cigarettes and snus, i.e., dual tobacco use.
In the adult population, the prevalence of dual users is low [7], whilst, among younger people, dual use is more common [8,9]. Dual use in adolescence is also found to be associated with a higher risk for dependence [10,11]. However, dual use could also be an indication of an ongoing switch from cigarettes to snus with possible positive effects in terms of declining smoking. The importance of smokeless tobacco products as a way to reduce harm from smoking has been debated internationally [12], with a positive net effect of snus achieved only if those using snus are switching from smoking cigarettes [2]. By analyzing long-term trends in various forms of tobacco use, it is possible to gain new insights into this matter by elucidating how they are related across time.
The overall aim of the present study is to examine trends in tobacco use among Swedish adolescents between 1991 and 2020. More specifically, we will:
1. Describe trends in the prevalence of tobacco use among Swedish 9th graders overall and separately for snus solely, cigarette smoking solely, and dual use of both snus and cigarettes; 2. Assess to what extent these trends are correlated across the period 1991–2020.
Among young people, the prevalence of daily smoking is usually higher among females [4], whilst the prevalence of snus use among females is low [10]. In recent years there have, however, been reports of increasing snus use among females in Sweden [13] and in other countries, e.g., in Norway [14]. Given these marked differences in tobacco use patterns between boys and girls, the analyses will also be stratified by gender.
It should also be noted that there are currently other forms of nicotine use that have been on the rise in recent years [15,16], such as vaping (E-cigarettes) and the use of tobacco-free snus. In Japan, these seem to have reduced the sale of ordinary cigarettes [17]. These products have, however, only been available on the Swedish market during the last couple of years, and vaping has only been experimental among youth during our study period [18]. The use of tobacco-free snus has, however, increased considerably, and the implications of this for our results are brought up in the discussion.

2. Materials and Methods

2.1. Participants

Data stem from a cross-sectional national survey conducted by the Swedish Council for Information on Alcohol and Other Drugs (CAN). CAN has conducted school surveys on alcohol and drug habits among Swedish 9th-grade students (15–16 years of age) annually since 1971. However, there have been some changes in the questions regarding tobacco use, and therefore we only used data from 1991–2020 in the present study. The survey is an anonymous paper-and-pen questionnaire and is completed in the classroom during school hours. A stratified sampling procedure in two steps was used to ensure that all regions in Sweden were represented; the school was used as the sampling unit in the first step. In the second step, one class was selected randomly in each of the selected schools. The mean response rate among the sampled schools was 85% (range: 69–96%). At the individual level (i.e., students who were present and willing to participate when the questionnaire was filled out), the mean response rate was 85% (range: 78–90%). A standardized approach was used to clean the data from incomplete or obviously exaggerated responses. About 1–2% of the respondents were excluded each year according to this standardized procedure. The sample was weighted by region and gender [19]. The total sample comprised 163,617 individuals (with a fairly equal proportion of boys and girls) representative of 9th-grade students in Sweden across the period 1991–2020 (see Table 1 for details).

2.2. Measures

Between 1991–2012 lifetime cigarette smoking and lifetime use of snus were measured with the questions “Do you smoke/use snus?” Those who answered “Yes”, “No, only tried”, or “No, have quit” were classified as lifetime cigarette smokers/snus users. From 2012 and onwards, the questions were “Have you ever smoked cigarettes/used snus?” with the response options “No”, “Yes, during the past 30 days”, “Yes, during the past 12 months”, or “Yes, more than 12 months ago”. Those who answered any of the yes options were classified as lifetime cigarette smokers/snus users. However, these changes do not affect the ability to analyze the long-term trends in tobacco use among Swedish adolescents [19]. In this study, we distinguished between lifetime use of cigarettes only, lifetime use of snus only, and lifetime use of both cigarettes and snus (dual users). These three measures are mutually exclusive and together make up the fourth measure of lifetime use of any of these tobacco products, which is the added sum of the three other measures.

2.3. Statistical Analyses

In addition to a graphical description of trends in the various measures of tobacco use, we measured the correlation between these trends with the Pearson correlation coefficient (Rxy). The significance level was set at p < 0.05 for all analyses.

3. Results

In Figure 1, the trends in tobacco use between 1991 and 2020 are depicted. Total tobacco use has decreased markedly among Swedish 9th graders over the past 30 years. In 1991, 72% of the 9th graders reported the use of any tobacco, whereas the prevalence had declined to 31% in 2017. Between 2017 and 2020, tobacco use increased, and 36% reported the use of any tobacco in 2020. A similar decline is observed for dual use of cigarettes and snus and use of cigarettes only, whereas the trend in the use of snus only is more stable.
Across almost the entire study period, the use of cigarettes was more common than the use of snus. More than 90% of tobacco users reported smoking cigarettes, either solely or both snus and cigarettes, whereas lifetime use of snus only was rare. However, since 2017 there has been a shift, and the use of snus has increased markedly. This development has brought with it that snus use is now more common among tobacco users than smoking cigarettes (see Table 2). Furthermore, the increasing use of snus underlies the increase in total tobacco use among Swedish 9th graders observed since 2017.
Figure 2 and Figure 3 show the corresponding trends stratified by sex. The trends in total tobacco use, dual use, and use of cigarettes only were similar among boys and girls and followed, thus, the overall declining trend. Boys reported a slightly higher level of tobacco use compared to girls due to a higher prevalence of use of snus, whereas girls had a higher prevalence of cigarette-only use.
Snus accounted for an increasing share of overall tobacco use across the study period among both girls and boys. In 1991, the use of snus only was reported by 7% of boys, whereas it was estimated to be 14% in 2020. Although lifetime use of snus only was much less common among girls, it increased from 1% in 1991 to 7% in 2020. Furthermore, both girls and boys have an increase in overall tobacco use after 2017 due to an increase in snus use.
The trend in the prevalence of total tobacco use was positively correlated with the trend in the prevalence of dual use (Rxy = 0.98, p < 0.05) and the trend in the prevalence of cigarette-only use (Rxy = 0.87, p < 0.05). This confirms the graphical impression that the decline in total tobacco use coincides with the decline in smoking.
The trend in the prevalence of total tobacco use was, on the other hand, negatively correlated with the prevalence of use of snus only (Rxy = −0.41, p < 0.05). Furthermore, the correlation between trends in the prevalence of cigarette use only and snus use only was negative (Rxy = −0.71, p < 0.05). These correlations were not obvious in the graphical presentation and suggested that increasing snus use may be linked to less smoking and, by that, lower tobacco use in general, at least on average for the period 1991–2020.
A similar pattern regarding the correlation between the different measures of tobacco use was found among boys and girls. The negative correlation between snus use only and overall tobacco use and smoking was, however, not statistically significant in gender-specific analyses.
Given the change observed after 2017, similar correlations were calculated for this shorter period. A positive correlation was found between total tobacco use and prevalence of snus use only, as well as dual use. The correlation between the prevalence of cigarette use only and total tobacco use was, however, negative. This verifies the graphical impression that the recent rise in snus use was related to an increase in total tobacco use among adolescents in Sweden.

4. Discussion

This paper aimed to examine trends in tobacco use among 9th graders in Sweden during the period 1991–2020. We found that total tobacco use has more than halved in this age group and that a decline is observed for both dual use and use of cigarettes only. The trend in the use of snus only is more stable and also displays a sharp increase since 2017. Cigarettes used to be much more common than snus, but the development in recent years has brought with it that snus use in 2020 has become more common than smoking cigarettes in this age group. These overall trends apply to both girls and boys, although cigarette use is still somewhat more common among girls, and snus use is clearly more prevalent among boys.
During the entire period, there was a positive correlation between total tobacco use and the prevalence of both dual use and the use of cigarettes only. This suggests that the decline in total tobacco is the result of a decline in cigarette use; both cigarettes only and dual use, where cigarettes are used along with snus. Furthermore, the correlation between trends in the prevalence of cigarette use only and snus use only was negative, suggesting that increasing snus use may have been linked to less smoking and, therefore, also indirectly to lower overall tobacco use, at least up to 2017.
A thought-provoking finding was that the situation seems to have changed after 2017 when an increasing prevalence of snus use is related to increased tobacco use despite declining smoking figures. The increase in snus use is evident both in terms of snus use only and in dual use. This is especially the case among girls, where the prevalence of snus use among tobacco users has increased by 76 percent between 2017 and 2020. The introduction of “All white snus” in 2014 on the Swedish market is a possible explanation for this increase. This form of snus distinguishes itself from traditional snus in the way that it does not contain tobacco and is, therefore, not regulated by Swedish law. Since the survey question about the use of snus does not discriminate between different forms of snus, it is likely that the rise in snus use found after 2017 is due to increasing reports of tobacco-free snus. It is worth noting that increasing snus use among girls is also reported in Norway [20].
From a public health perspective, the trends of declining tobacco use, and especially cigarette use, are positive since tobacco is one of the leading contributors to the disease burden [1]. One possible conclusion from our findings is that introducing snus would be a good way to reduce cigarette use. However, with cigarette use also declining in countries other than Sweden (such as in the United States [21]), we believe that other studies are needed to definitively say that this is the case (as snus is not prevalent in the US). The evidence for the health benefits of snus is also not so clear that we would be comfortable with saying that this is preferable to cigarette use.
Furthermore, the increase in recent years in dual use of cigarettes and snus warrants some caution as dual use has been found to increase both the severity of addiction [20] and the likelihood of continuing to use nicotine [8]. There are also some indications of more severe problems among those calling the national helpline for smoking cessation [20], which in turn require more directed and tailored help.
During the past two decades, there has also been a large decline in alcohol use among Swedish adolescents [22,23] and internationally [24,25]. Involvement in criminal behaviour has also declined among youth in Sweden during this period [26]. There are also reports of declines in risk behaviors in general among adolescents [27]. The trends of declining tobacco use up to 2017 might, therefore, also be seen as part of a larger shift towards young people today being more well-behaved and health-conscious.
Previous studies have also shown that tobacco consumption and smoking behavior are linked to macroeconomic fluctuations and events in the adult population [28,29]. With the present study covering over 30 years, the study period includes both economic crises and periods of economic growth. No clear pattern is, however, apparent that would indicate that youth tobacco use in Sweden would be associated with macroeconomic shifts, and instead, the trends are progressing rather continuously over time, most notably the decline in overall tobacco use.
This study is based on repeated cross-sectional surveys and self-reported data, and this needs to be kept in mind when interpreting the results. The cross-sectional nature of the data means that we do not know which behavior preceded the other, i.e., we do not know if the adolescents started using cigarettes or started using snus. Furthermore, we do not know if the correlations found here are causal or due to some other factor, for instance, a general trend towards a healthier lifestyle among adolescents. Self-reported data usually also entails some under-reporting [30]. This kind of data has, however, shown good reliability when it comes to alcohol use among adolescents [31], and our focus on changes over time should make these issues less salient. There were also some changes to how the questions were posed during the study period, which limits the possibility of comparing levels of use over time.
A socioeconomic patterning of tobacco use has been observed in previous studies, with smoking and dual use of both snus and cigarettes more prevalent among those with low income and low education, whilst snus use is more common among those with intermediate education [7]. It is possible that across the entire study period of the present study, there might have been changes in the socioeconomic composition of the population and that this would then have affected the prevalence rates. However, data on socioeconomic status was not available, and we were not able to elaborate on this question. Future studies should examine how the socioeconomic composition of the population is associated with both the use of snus and cigarettes and how this interacts and forms trends in tobacco use among adolescents in Sweden.
The major strength of the current study is the high-quality data at hand, with data being collected by the same organization using the same mode of collection during the entire period. The large nationally representative samples also mean that the results are highly generalizable to Swedish adolescents in general and not subject to regional variations or trends in certain sub-groups. The large samples also lower the risk of the results being produced by random variations. Having data covering a 30-year period with questions on both the use of cigarettes and snus allowed us to give a detailed and thorough examination of the trends and development in tobacco use among 9th graders from Sweden and also allowed us to examine how the use of cigarettes and snus interact and shape the overall trend in tobacco use.

5. Conclusions

The sharp decline in tobacco use among 9th graders in Sweden over the past three decades is driven by declining cigarette use. The correlations between the various forms of tobacco use suggest that snus use may have contributed to the decline in cigarette use and, by that, in overall tobacco use. The situation changed after 2017 when a sharp rise in snus use seems to have increased total tobacco use among adolescents in Sweden. More research is needed to draw more specific implications on policy on the basis of these findings, which are very contextually dependent on Sweden, where snus has been used for a very long time.

Author Contributions

Conceptualization, J.R., I.G., M.Z. and M.R.; methodology, J.R. and M.R.; software, J.R.; validation, M.Z. and I.G.; formal analysis, M.R.; data curation, M.Z. and J.R.; writing—original draft preparation, J.R.; writing—review and editing, J.R., I.G., M.Z. and M.R. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

This study is based on secondary analyses of already collected data. Furthermore, the CAN school survey data contain no information on personal identification and the questionnaire is completed anonymously by the students. Therefore, no formal approval from an ethical review board was required. The study was conducted according to the guidelines of the Declaration of Helsinki.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available upon reasonable request from the corresponding author. The data are not publicly available due to privacy and ethical restrictions.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Reitsma, M.B.; Parkes, K.J.; Ababneh, E.; Abbafati, C.; Abbasi-Kangevari, M.; Abdoli, A.; Abedi, A.; Abhilash, E.S.; Alvis-Guzmán, N. Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990–2019: A systematic analysis from the Global Burden of Disease Study 2019. Lancet Public Health 2021, 6, e482–e499. [Google Scholar] [CrossRef] [PubMed]
  2. Gartner, C.E.; Hall, W.D.; Vos, T.; Bertram, M.Y.; Wallace, A.L.; Lim, S.S. Assessment of Swedish snus for tobacco harm reduction: An epidemiological modelling study. Lancet 2007, 369, 2010–2014. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Bilano, V.; Gilmour, S.; Moffiet, T.; Tursan, D.E.; Stevens, G.; Commar, A.; Tuyl, F.; Hudson, I.; Shibuya, K. Global trends and projections for tobacco use, 1990–2025: An analysis of smoking indicators from the WHO Comprehensive Information Systems for Tobacco Control. Lancet 2015, 385, 966–976. [Google Scholar] [CrossRef]
  4. Mokinaro, S.; Vincente, J.; Benedetti, E.; Cerrai, S.; Colasante, E.; Arpa, S.; Chomynova, P.; Kraus, L.; Monshouwer, K.; Spika, S.; et al. ESPAD Report 2019: Results from European School Survey Project on Alcohol and Other Drugs; Publications Office of the European Union: Luxembourg, 2020. [Google Scholar]
  5. Ramstrom, L.; Wikmans, T. Mortality attributable to tobacco among men in Sweden and other European countries: An analysis of data in a WHO report. Tob. Induc. Dis. 2014, 12, 14. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  6. Leon, M.E.; Lugo, A.; Boffetta, P.; Gilmore, A.; Ross, H.; Schüz, J.; La Vecchia, C.; Gallus, S. Smokeless tobacco use in Sweden and other 17 European countries. Eur. J. Public Health 2016, 26, 817–821. [Google Scholar] [CrossRef] [Green Version]
  7. Engstrom, K.; Magnusson, C.; Galanti, M. Socio-demographic, lifestyle and health characteristics among snus users and dual tobacco users in Stockholm County, Sweden. BMC Public Health 2010, 10, 619. [Google Scholar] [CrossRef] [Green Version]
  8. Rosaria Galanti, M.; Rosendahl, I.; Post, A.; Gilljam, H. Early gender differences in adolescent tobacco use-The experience of a Swedish cohort. Scand. J. Public Health 2001, 29, 314–317. [Google Scholar] [CrossRef]
  9. Hamari, A.K.; Toljamo, T.I.; Kinnula, V.L.; Nieminen, P.A. Dual use of cigarettes and Swedish snuff (snus) among young adults in Northern Finland. Eur. J. Public Health 2013, 23, 768–771. [Google Scholar] [CrossRef] [Green Version]
  10. Galanti, M.R.; Rosendahl, I.; Wickholm, S. The development of tobacco use in adolescence among “snus starters” and “cigarette starters”: An analysis of the Swedish “BROMS” cohort. Nicotine Tob. Res. 2008, 10, 315–323. [Google Scholar] [CrossRef] [Green Version]
  11. Gmel, G.; Clair, C.; Rougemont-Bücking, A.; Grazioli, V.S.; Daeppen, J.B.; Mohler-Kuo, M.; Studer, J. Snus and Snuff Use in Switzerland Among Young Men: Are There Beneficial Effects on Smoking? Nicotine Tob. Res. 2018, 20, 1301–1309. [Google Scholar] [CrossRef] [Green Version]
  12. Foulds, J.; Kozlowski, L. Snus—What should the public-health response be? Lancet 2007, 369, 1976–1978. [Google Scholar] [CrossRef] [PubMed]
  13. Gripe, I. Skolelevers Drogvanor 2021, Rapport, 2021(178); Centralförbundet för Alkoholoch Narkotikaupplysning (CAN): Stockholm, Sweden, 2021. [Google Scholar]
  14. Tjora, T.; Skogen, J.C.; Sivertsen, B. Increasing similarities between young adults’ smoking and snus use in Norway: A study of the trends and stages of smoking and snus epidemic from 2010 to 2018. BMC Public Health 2020, 20, 1511. [Google Scholar] [CrossRef] [PubMed]
  15. Warner, K.E. Frequency of e-cigarette use and cigarette smoking by American students in 2014. Am. J. Prev. Med. 2016, 51, 179–184. [Google Scholar] [CrossRef] [PubMed]
  16. Miech, R.; Johnston, L.; O’Malley, P.M.; Bachman, J.G.; Patrick, M.E. Trends in adolescent vaping, 2017–2019. N. Engl. J. Med. 2019, 381, 1490–1491. [Google Scholar] [CrossRef] [PubMed]
  17. Stoklosa, M.; Cahn, Z.; Liber, A.; Nargis, N.; Drope, J. Effect of IQOS introduction on cigarette sales: Evidence of decline and replacement. Tob. Control 2020, 29, 381–387. [Google Scholar] [CrossRef] [PubMed]
  18. Zetterqvist, M. CAN:s Nationella Skolundersökning 2022. Rapport 215, 2022; Centralförbundet för alkohol-och narkotikaupplysning (CAN): Stockholm, Sweden, 2022. [Google Scholar]
  19. Post, A.; Gilljam, H.; Rosendahl, I.; Bremberg, S.; Rosaria Galanti, M. Symptoms of nicotine dependence in a cohort of Swedish youths: A comparison between smokers, smokeless tobacco users and dual tobacco users. Addiction 2010, 105, 740–746. [Google Scholar] [CrossRef] [PubMed]
  20. Von Wright, J. Rökningen Minskar, men inte de Socioekonomiska Skillnaderna [Smoking is Declining, but not the Socioeconnomic Differences]. Available online: https://www.alkoholochnarkotika.se/trender-kultur/rokningen-minskar-men-inte-de-socioekonomiska-skillnaderna/#:~:text=Den%20dagliga%20r%C3%B6kningen%20har%20minskat,2006%20och%202020%2C%20enligt%20Folkh%C3%A4lsomyndigheten (accessed on 4 December 2022).
  21. Warner, K.E. The remarkable decrease in cigarette smoking by American youth: Further evidence. Prev. Med. Rep. 2015, 2, 259–261. [Google Scholar] [CrossRef] [Green Version]
  22. Norstrom, T.; Raninen, J. Is there a link between per capita alcohol consumption and youth drinking? A time-series analysis for Sweden in 1972–2012. Addiction 2015, 110, 967–974. [Google Scholar] [CrossRef]
  23. Raninen, J.; Livingston, M.; Leifman, H. Declining trends in alcohol consumption among Swedish youth-does the theory of collectivity of drinking cultures apply? Alcohol Alcohol. 2014, 49, 681–686. [Google Scholar] [CrossRef] [Green Version]
  24. Raitasalo, K.; Kraus, L.; Bye, E.K.; Karlsson, P.; Tigerstedt, C.; Törrönen, J.; Raninen, J. Similar countries, similar factors? Studying the decline of heavy episodic drinking in adolescents in Finland, Norway and Sweden. Addiction 2021, 116, 62–71. [Google Scholar] [CrossRef] [Green Version]
  25. Pape, H.; Rossow, I.; Brunborg, G. Adolescents drink less: How, who and why? A review of the recent research literature. Drug Alcohol Rev. 2018, 37, S98–S114. [Google Scholar] [CrossRef] [PubMed]
  26. Svensson, R.; Oberwittler, D. Changing routine activities and the decline of youth crime: A repeated cross-sectional analysis of self-reported delinquency in Sweden, 1999–2017. Criminology 2021, 59, 351–386. [Google Scholar] [CrossRef]
  27. Lewycka, S.; Clark, T.; Peiris-John, R.; Fenaughty, J.; Bullen, P.; Denny, S.; Fleming, T. Downwards trends in adolescent risk-taking behaviours in New Zealand: Exploring driving forces for change. J. Paediatr. Child Health 2018, 54, 602–608. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  28. Bellés-Obrero, C.; Castello, J.V. The business cycle and health. In Oxford Research Encyclopedia of Economics and Finance; Oxford University Press: Oxford, UK, 2018. [Google Scholar]
  29. Martín-Álvarez, J.M.; Almeida, A.; Galiano, A.; Golpe, A.A. Asymmetric behavior of tobacco consumption in Spain across the business cycle: A long-term regional analysis. Int. J. Health Econ. Manag. 2020, 20, 391–421. [Google Scholar] [CrossRef] [PubMed]
  30. Stockwell, T.; Zhao, J.; Greenfield, T.; Li, J.; Livingston, M.; Meng, Y. Estimating under- and over-reporting of drinking in national surveys of alcohol consumption: Identification of consistent biases across four English-speaking countries. Addiction 2016, 111, 1203–1213. [Google Scholar] [CrossRef]
  31. Lintonen, T.; Ahlström, S.; Metso, L. The reliability of self-reported drinking in adolescence. Alcohol Alcohol. 2004, 39, 362–368. [Google Scholar] [CrossRef] [Green Version]
Figure 1. Use of tobacco among 9th graders in Sweden, 1991–2020.
Figure 1. Use of tobacco among 9th graders in Sweden, 1991–2020.
Ijerph 20 05262 g001
Figure 2. Use of tobacco among 15–16-year-old males in Sweden, 1991–2020.
Figure 2. Use of tobacco among 15–16-year-old males in Sweden, 1991–2020.
Ijerph 20 05262 g002
Figure 3. Use of tobacco among 15–16-year-old females in Sweden, 1991–2020.
Figure 3. Use of tobacco among 15–16-year-old females in Sweden, 1991–2020.
Ijerph 20 05262 g003
Table 1. Descriptive statistics.
Table 1. Descriptive statistics.
Number of RespondentsResponse Rate (%)Proportion Girls
199158658649.4
199258298748.8
199359039048.8
199458479050.4
199555758849.3
199660168949.1
199756748948.4
199854428749.5
199951828648.5
200053348650.5
200154748549.9
200254568548.8
200352648648.8
200454208550.9
200554238549.8
200649468548.9
200753198348.0
200848958449.1
200952198550.0
201048518451.6
201146558349.5
2012a45458449.7
2012b48898450.3
201351098548.7
201449328547.5
201549618549.1
201648058348.8
201761248348.1
201853198349.1
201952148349.1
202041307847.4
Table 2. The proportion of smokers and snus users among tobacco users, 1991–2020.
Table 2. The proportion of smokers and snus users among tobacco users, 1991–2020.
TotalMalesFemales
Proportion of Smokers among Tobacco UsersProportion of Snus Users among Tobacco UsersProportion of Smokers among Tobacco UsersProportion of Snus Users among Tobacco UsersProportion of Smokers among Tobacco UsersProportion of Snus Users among Tobacco Users
1991946290799842
1992946191809839
1993946191789841
1994946090789840
1995956192799842
1996945891769837
1997965894779838
1998965495749834
1999955992789939
2000946191799741
2001956392819843
2002946691829749
2003926987839654
2004916986829754
2005917187849557
2006907285849559
2007916688799552
2008926490779649
2009946192759745
2010945991739744
2011935690699741
2012935189709832
2013935290689736
2014925287709733
2015875679749735
2016845673759433
2017855877749538
2018855977769541
2019796570819045
2020717965897867
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Raninen, J.; Gripe, I.; Zetterqvist, M.; Ramstedt, M. Trends in Tobacco Use among 9th Graders in Sweden, 1991–2020. Int. J. Environ. Res. Public Health 2023, 20, 5262. https://doi.org/10.3390/ijerph20075262

AMA Style

Raninen J, Gripe I, Zetterqvist M, Ramstedt M. Trends in Tobacco Use among 9th Graders in Sweden, 1991–2020. International Journal of Environmental Research and Public Health. 2023; 20(7):5262. https://doi.org/10.3390/ijerph20075262

Chicago/Turabian Style

Raninen, Jonas, Isabella Gripe, Martina Zetterqvist, and Mats Ramstedt. 2023. "Trends in Tobacco Use among 9th Graders in Sweden, 1991–2020" International Journal of Environmental Research and Public Health 20, no. 7: 5262. https://doi.org/10.3390/ijerph20075262

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop