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de Lima FLT, Martins LFL, Szklo AS. What does Google Trends reveal about the proportion of waterpipe users in the Brazilian population? EPIDEMIOLOGIA E SERVIÇOS DE SAÚDE 2023; 32:e2023708. [PMID: 38126544 PMCID: PMC10741305 DOI: 10.1590/s2237-96222023000400004.en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 10/09/2023] [Indexed: 12/23/2023] Open
Abstract
OBJECTIVE To analyze the relationship between internet search volume and the prevalence of waterpipe use among young Brazilians in 2019. METHODS This was a descriptive study with data from Brazil in 2019, using the relative search volume on waterpipes extracted from Google Trends and the proportion of waterpipe users aged between 15 and 24 years, as measured by the National Health Survey (Pesquisa Nacional de Saúde - PNS), and aged between 13 and 17 years, as measured by the National Adolescent School-based Health Survey (Pesquisa Nacional de Saúde do Escolar - PeNSE). The relationship was assessed by means of Spearman's correlation. RESULTS The point prevalence of waterpipe use across the Brazilian Federative Units (FUs) showed a moderate (r = 0.51; PNS) to strong correlation (r = 0.74 and r = 0.80; PeNSE) with the relative search volume (p-value < 0.05). CONCLUSION Google Trends can support the monitoring system on waterpipe use in the FUs, providing additional information to existing population-based surveys. MAIN RESULTS The search volume for waterpipes by states in Brazil, as measured by Google Trends, showed a moderate to high correlation with the respective proportions of current use and experimentation of waterpipe among the adolescent/young adult population. IMPLICATIONS FOR SERVICES The use of Google Trends as a support to the monitoring system for waterpipe consumption in Brazil warrants further exploration in terms of the validity of additional information to existing population surveys. PERSPECTIVES Expanding the use of Google Trends searches to assess its potential in monitoring other health risk products and detecting (or predicting) incidence or seasonality of health-related events.
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Affiliation(s)
| | | | - André Salem Szklo
- Instituto Nacional de Câncer, Coordenação de Prevenção e Vigilância, Rio de Janeiro, RJ, Brazil
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Dare C, Vellios N, Kumar P, Nayak R, van Walbeek C. A Media Analysis of the COVID-19 Tobacco Sales Ban in South Africa. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6733. [PMID: 37754593 PMCID: PMC10531267 DOI: 10.3390/ijerph20186733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/09/2023] [Accepted: 08/23/2023] [Indexed: 09/28/2023]
Abstract
The South African government introduced a nationwide lockdown in March 2020 to mitigate the spread of COVID-19. Among other restrictions, the government banned the sale of tobacco products. The ban lasted for nearly five months. We performed a Google search using the keywords smok*, puff*, lockdown, tobacco, and cigarette* for articles published in English from 23 March 2020 to 18 December 2020. This yielded 441 usable online media articles. We identified and categorised the main arguments made by proponents and opponents of the tobacco sales ban. Three themes were identified: medical, legal, and economic/financial. Legal aspects were covered in 48% of articles, followed by economic (34%), and medical aspects (18%). The media was generally ambivalent about the tobacco sales ban during the first five weeks of lockdown. Sentiment subsequently turned against the ban because the medical rationale was not well communicated by the government. There was limited empirical evidence of a link between smoking and contracting COVID-19, and the sales ban was ineffective since most smokers still purchased cigarettes. Policy framing in the media plays an important role in how the public receives the policy. Any future tobacco control policy intervention should be better considered, especially within the context that cigarettes are easily accessed on the illicit market in South Africa.
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Affiliation(s)
- Chengetai Dare
- Research Unit on the Economics of Excisable Products, School of Economics, University of Cape Town, Private Bag X3, Rondebosch 7700, South Africa; (N.V.); (C.v.W.)
| | - Nicole Vellios
- Research Unit on the Economics of Excisable Products, School of Economics, University of Cape Town, Private Bag X3, Rondebosch 7700, South Africa; (N.V.); (C.v.W.)
| | - Praveen Kumar
- Department of Commerce, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India;
| | - Radhika Nayak
- Department of Community Medicine, Kasthurba Medical College, Manipal Academy of Higher Education, Manipal 576104, Karnataka, India;
| | - Corné van Walbeek
- Research Unit on the Economics of Excisable Products, School of Economics, University of Cape Town, Private Bag X3, Rondebosch 7700, South Africa; (N.V.); (C.v.W.)
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Majmundar A, Xue Z, Asare S, Nargis N. Trends in public interest in shopping and point-of-sales of JUUL and Puff Bar 2019-2021. Tob Control 2023; 32:e236-e242. [PMID: 35551100 PMCID: PMC10423519 DOI: 10.1136/tobaccocontrol-2021-056953] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 03/31/2022] [Indexed: 12/21/2022]
Abstract
INTRODUCTION We investigated public interest in shopping and point-of-sales (POS) of JUUL and Puff Bar products in the context of five regulatory, company sales policy and other events of interest that may have influenced the trajectory of these products during 2019-2021. METHODS Outcome variables included relative search volume (RSV) from Google search queries indicative of shopping interest in and aggregate dollar sales from Nielsen POS for JUUL and Puff Bar in the USA from March 2019 to May 2021. Adjusted autoregressive integrated moving average assessed the observed and predicted trends and adjusted linear regression analysis measured the relative rate of change in the outcome variables for each time period of interest. RESULTS After the Trump administration announced its plans to ban flavoured e-cigarettes and JUUL Labs, Inc.'s decided to suspend the sales of its sweet and fruity flavoured products, JUUL's shopping interest RSV and sales declined while Puff Bar's shopping interest RSV peaked, and its sales increased. From the period following FDA's announcement of its enforcement guidance policy on unauthorised flavoured cartridge-based e-cigarettes until May 2021, JUUL's shopping interest RSV and sales continued to decline. Puff Bar's shopping interest RSV increased, and its sales peaked until the House approved the flavoured e-cigarette ban bill. Puff Bar's sales steeply declined following suspension of its sales in February 2020. The decline, however, slowed after Puff Bar products were relaunched as 'synthetic nicotine' e-cigarettes. CONCLUSIONS Puff Bar's unprecedented peak in the shopping interest and sales of Puff Bar warrants continued surveillance.
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Affiliation(s)
- Anuja Majmundar
- Surveillance and Health Equity Science, Tobacco Control, American Cancer Society, Kennesaw, Georgia, USA
| | - Zheng Xue
- Surveillance and Health Equity Science, Tobacco Control, American Cancer Society, Kennesaw, Georgia, USA
| | - Samuel Asare
- Surveillance and Health Equity Science, Tobacco Control, American Cancer Society, Kennesaw, Georgia, USA
| | - Nigar Nargis
- Surveillance and Health Equity Science, Tobacco Control, American Cancer Society, Kennesaw, Georgia, USA
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Hagiya H, Koyama T, Otsuka F. Impact of the cervical cancer awareness months on public interest in Japan: A Google Trends analysis, 2012–2021. Sci Rep 2022; 12:15391. [PMID: 36100649 PMCID: PMC9470073 DOI: 10.1038/s41598-022-19798-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 09/05/2022] [Indexed: 11/25/2022] Open
Abstract
The immunization and screening rates for human papillomavirus in Japan are lower than those in other countries. We aimed to evaluate the impact of cervical cancer awareness months on public attention using Google Trends analysis. Between 2012 and 2021, we analyzed the trends in relative search volumes (RSVs) for “Shikyuu-keigan” (cervical cancer in English) in Japan, during the cervical cancer awareness month (CCAM) in January and cervical cancer prevention awareness enhancement month (CCPAEM) in November. We performed a joinpoint regression analysis to identify a statistically significant trend change point. Additionally, we compared the mean RSVs of each awareness month with the rest of the year. Significant trend change points were observed, but none were found in CCAM and CCPAEM periods. Comparison of mean RSVs among CCAM, CCPAEM, and the rest of the months did not suggest any significant increases in RSVs during these awareness periods. In conclusion, CAM and CCPAEM did not raise public interest in cervical cancer in Japan. Although the results are based on internet users, the findings might suggest a need to develop a more effective and attractive approach to achieve the 90-70-90 targets of cervical cancer prevention by 2030.
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Impact of Breast Cancer Awareness Month on Public Interest in the United States between 2012 and 2021: A Google Trends Analysis. Cancers (Basel) 2022; 14:cancers14102534. [PMID: 35626141 PMCID: PMC9140129 DOI: 10.3390/cancers14102534] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 05/17/2022] [Accepted: 05/19/2022] [Indexed: 01/25/2023] Open
Abstract
Breast Cancer Awareness Month (BCAM) has a long history of over 30 years, established in 1985 to occur every October, and the National Breast Cancer Foundation now leads the operation. There have been no studies to evaluate the impact of the BCAM on public awareness of breast cancer. We analyzed the impact of BCAM on public awareness of breast cancer in the U.S. from 2012 to 2021 using the relative search volume (RSV) of Google Trends as a surrogate. We also analyzed the impact of Lung Cancer Awareness Month (LCAM) and Prostate Cancer Awareness Month (PCAM) on public awareness of lung and prostate cancer, respectively, to see differences in their effectiveness among the health observances for the top three most common cancers in the U.S. We performed a joinpoint regression analysis to identify statistically significant time points of a change in trend. There were joinpoints around BCAM for “Breast cancer” every year from 2012 to 2021, with a significant increase in the weekly RSVs from 21.9% to 46.7%. Except for 2013 and 2015 for “Lung cancer,” when significant increases in the RSV at 1.8% and 1.2% per week were observed around LCAM, no joinpoints were noted around LCAM or PCAM. These results imply that BCAM has successfully improved the public awareness of breast cancer in the U.S. compared to other representative health observances, likely due to the effective involvement of non-medical industries, influencers affected by breast cancer, and an awareness symbol.
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Impact of the world hand hygiene and global handwashing days on public awareness between 2016 and 2020: Google trends analysis. Am J Infect Control 2022; 50:141-147. [PMID: 34718066 DOI: 10.1016/j.ajic.2021.08.033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/28/2021] [Accepted: 08/30/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Scientific evidence suggest that hand hygiene as one of the most effective measures to control infection. To promote good hand hygiene practices, the World Health Organization introduced May 5 as World Hand Hygiene Day (WHHD), and international stakeholders established Global Handwashing Day (GHD) on October 15. However, its contributions to raising public awareness of hand hygiene is unclear. METHODS This study evaluates the impact of the WHHD and GHD on the public awareness of hand hygiene in Japan, the United Kingdom, the United States, and worldwide from 2016 to 2020, using the relative search volume of "Hand hygiene" in Google Trends as a surrogate. To identify a statistically significant timepoint of a trend change, we performed Joinpoint regression analysis. RESULTS Upticks of the relative search volumes as well as joinpoints were noted worldwide around the WHHD and GHD from 2016 to 2019, but no joinpoints were identified around the WHHD and GHD in 2020. No such changes were observed in Japan, the United Kingdom, and the United States during these periods. CONCLUSIONS While the WHHD was originally established to raise awareness of hand hygiene in healthcare facilities, our result suggests that the WHHD and GHD may not have effectively disseminated the importance of hand hygiene to the general public at a country level. Additional policy measures to advocate hand hygiene to the public are necessary to communicate its benefits.
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Ichikawa M, Tabuchi T. Are Tobacco Prices in Japan Appropriate? An Old but Still Relevant Question. J Epidemiol 2022; 32:57-59. [PMID: 34657912 PMCID: PMC8666320 DOI: 10.2188/jea.je20210416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 10/03/2021] [Indexed: 11/29/2022] Open
Affiliation(s)
- Masao Ichikawa
- Department of Global Public Health, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Takahiro Tabuchi
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
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Keitoku K, Nishimura Y, Hagiya H, Koyama T, Otsuka F. Impact of the World Antimicrobial Awareness Week on public interest between 2015 and 2020: A Google Trends analysis. Int J Infect Dis 2021; 111:12-20. [PMID: 34391908 DOI: 10.1016/j.ijid.2021.08.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES To evaluate the impact of the World Antimicrobial Awareness Week (WAAW) on public awareness of antimicrobial resistance using Google Trends analysis. METHODS The impact of WAAW on public awareness of 'antimicrobial resistance' (AMR), 'antibacterial', and 'antibiotics' in Japan, the UK, the United States, and worldwide from 2015 to 2020 was analyzed, using the relative search volume (RSV) of Google Trends as a surrogate. A joinpoint regression analysis was performed to identify a statistically significant time point of a change in trend. RESULTS No joinpoints around WAAW were identified in Japan, the United Kingdom, or the United States from 2015 to 2020 with RSVs of 'AMR', whereas increasing RSVs were noted worldwide in 2017 and 2020. Further, there were decreasing RSVs of 'antibiotics' in the first half of 2020, which could be due to the COVID-19 pandemic. The study results suggest that WAAW did little to improve public awareness of AMR in the selected countries despite its contribution worldwide. CONCLUSIONS This study implies that we need to develop a more effective method to improve public awareness to fight against AMR.
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Affiliation(s)
- Koichi Keitoku
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA
| | - Yoshito Nishimura
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI 96813, USA; Department of General Medicine, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 7008558, Japan.
| | - Hideharu Hagiya
- Department of General Medicine, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 7008558, Japan
| | - Toshihiro Koyama
- Department of Pharmaceutical Biomedicine, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, Okayama 7008530, Japan
| | - Fumio Otsuka
- Department of General Medicine, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 7008558, Japan
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Matsubayashi K, Tabuchi T, Iso H. Tobacco Price Increase and Successful Smoking Cessation for Two or More Years in Japan. Nicotine Tob Res 2021; 23:716-723. [PMID: 32936883 DOI: 10.1093/ntr/ntaa178] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 09/15/2020] [Indexed: 11/14/2022]
Abstract
INTRODUCTION Assessing long-term smoking cessation after tobacco price increases is more valuable than short-term cessation as smokers often relapse after temporary cessation. We investigated whether tobacco price increases were associated with long-term smoking cessation and whether the association differed according to demographic, socioeconomic, and behavioral factors, using a national longitudinal survey of middle-aged individual-level data from 10 waves, every November from 2005 to 2014. METHODS Temporary and long-term at least 1 year (1y+) or 2 years (2y+) quitters were defined by smoking in any one wave and quitting in the subsequent two or three waves in a discrete-time design. November 2006 (after July 11% increase) and November 2010 (after October 37% increase) were used as proxy variables for price increases. Generalized estimating equation models adjusted for demographic, socioeconomic, and behavioral covariates, and analyses stratified by these covariates were performed to estimate the association between price increases and smoking cessation. RESULTS Of 43 630 smokers aged 50-65, 7.7%, 5.6%, and 5.2% of smokers quit temporarily, for at least 1 year and at least 2 years, respectively. 2y+ quitters significantly increased in November 2005-November 2008 (adjusted odds ratio = 1.23, 95% confidence interval: 1.06-1.43) and November 2009-November 2012 (adjusted odds ratio = 1.85, 95% confidence interval = 1.57-2.16). In stratified analyses, higher prices were associated with 2y+ quitters in all subgroups with some exceptions, including participants who smoked 21-30 cigarettes per day and those aged 60-65. CONCLUSIONS Increasing tobacco prices may be effective in promoting long-term smoking cessation in various subgroups among middle-aged Japanese adults. IMPLICATIONS Few longitudinal studies have examined the effect of a tobacco price increase on long-term smoking cessation. In a national longitudinal survey of middle-aged Japanese from 10 waves, the 37% tobacco price increase was found to be a trigger for successful smoking cessation for two or more years. Price increases were significantly associated with 2y+ smoking cessation in most demographic, behavioral, and socioeconomic subgroups. Results indicate that higher tobacco prices may be effective for long-term smoking cessation in almost all subgroups. Raising tobacco taxes and prices may be one of the most effective strategies for promoting long-term smoking cessation.
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Affiliation(s)
- Keisuke Matsubayashi
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Takahiro Tabuchi
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | - Hiroyasu Iso
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Osaka, Japan.,Department of Public Health Medicine, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
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Silangcruz K, Nishimura Y, Czech T, Kimura N, Hagiya H, Koyama T, Otsuka F. Impact of the World Inflammatory Bowel Disease Day and Crohn's and Colitis Awareness Week on Population Interest Between 2016 and 2020: Google Trends Analysis. JMIR INFODEMIOLOGY 2021; 1:e32856. [PMID: 37114197 PMCID: PMC9987196 DOI: 10.2196/32856] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/06/2021] [Accepted: 09/26/2021] [Indexed: 04/29/2023]
Abstract
Background More than 6 million people are affected by inflammatory bowel disease (IBD) globally. The World IBD Day (WID, May 19) and Crohn's and Colitis Awareness Week (CCAW, December 1-7) occur yearly as national health observances to raise public awareness of IBD, but their effects are unclear. Objective The aim of this study was to analyze the relationship between WID or CCAW and the public health awareness on IBD represented by the Google search engine query data. Methods This study evaluates the impact of WID and CCAW on the public awareness of IBD in the United States and worldwide from 2016 to 2020 by using the relative search volume of "IBD," "ulcerative colitis," and "Crohn's disease" in Google Trends. To identify significant time points of trend changes (joinpoints), we performed joinpoint regression analysis. Results No joinpoints were noted around the time of WID or CCAW during the study period in the search results of the United States. Worldwide, joinpoints were noted around WID in 2020 with the search for "IBD" and around CCAW in 2017 and 2019 with the search for "ulcerative colitis." However, the extents of trend changes were modest without statistically significant increases. Conclusions These results posed a question that WID and CCAW might not have worked as expected to raise public awareness of IBD. Additional studies are needed to precisely estimate the impact of health observances to raise the awareness of IBD.
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Affiliation(s)
| | - Yoshito Nishimura
- University of Hawaii Honolulu, HI United States
- Okayama University Okayama Japan
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Okawa S, Tabuchi T, Miyashiro I. Who Uses E-cigarettes and Why? E-cigarette Use among Older Adolescents and Young Adults in Japan: JASTIS Study. J Psychoactive Drugs 2020; 52:37-45. [PMID: 31888424 DOI: 10.1080/02791072.2019.1708999] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
A variety of electronic cigarettes (e-cigarettes) are sold in Japan and targeted toward young people. However, few studies have considered who uses e-cigarettes and why they use them. This study examined factors associated with e-cigarette use and the reasons for their use among the young population in Japan. Our internet-based cross-sectional study was conducted between February and March 2019. We analyzed the data of 2,414 participants aged 15-29 years to identify factors associated with e-cigarette use in the last 12 months and assess the reasons participants gave for their use. We found 4.3% of the participants had used e-cigarettes in the past 12 months. The multivariable logistic regression showed that the use of combustible or heated tobacco and perceiving e-cigarette use as an attractive behavior were associated with having used e-cigarettes. Interest in fruit flavors, stylish design and function of e-cigarettes, and the influence of friends using e-cigarettes were major reasons for their use. Although e-cigarette users are still a minority among this population, the flavors and design of e-cigarette products attract young people, and gain popularity in the youth community. This highlights an urgent need for the monitoring of e-cigarette and tobacco use among the young population in Japan.
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Affiliation(s)
- Sumiyo Okawa
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | - Takahiro Tabuchi
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | - Isao Miyashiro
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
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Wilkinson AL, Scollo MM, Wakefield MA, Spittal MJ, Chaloupka FJ, Durkin SJ. Smoking prevalence following tobacco tax increases in Australia between 2001 and 2017: an interrupted time-series analysis. LANCET PUBLIC HEALTH 2019; 4:e618-e627. [PMID: 31759897 DOI: 10.1016/s2468-2667(19)30203-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 08/30/2019] [Accepted: 10/08/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND Building on substantial tobacco control action over the previous decade, Australia increased the taxes on tobacco by 25% without forewarning on April 30, 2010. Australia then became one of a few countries to pre-announce a series of increases in tobacco taxes, with annual 12·5% increases starting from December, 2013. We aimed to examine the effects of both tax increases on smoking prevalence. METHODS By use of survey data from Australians aged 14 years and older in five capital cities, we did an interrupted time-series analysis to model the monthly prevalence of smoking (overall, of factory-made cigarettes [FMC], and of roll-your-own tobacco [RYO]), in the total sample and stratified by socioeconomic status subgroups. We measured outcomes in May, 2001-April, 2010; May, 2010-November, 2013; and December, 2013-April, 2017. FINDINGS The 25% tax increase was associated with immediate (-0·745 percentage points; 95% CI -1·378 to -0·112) and sustained reductions in prevalence (monthly trend -0·023 percentage points; -0·044 to -0·003), which were driven by reductions in the prevalence of smoking of FMC. The prevalence of smoking of RYO increased between May, 2010, and November, 2013, after the 25% tax increase. At the start of the pre-announced annual 12·5% increases, we observed an immediate reduction in smoking (-0·997 percentage points; -1·632 to -0·362), followed by decreasing overall prevalence (monthly trend -0·044 percentage points; -0·063 to -0·026) due to ongoing decreases in the prevalence of FMC smoking and a cessation of increases in the prevalence of smoking of RYO. Immediate decreases in smoking and changing trends in the prevalence of smoking of RYO were most evident among groups with a lower socioeconomic status. INTERPRETATION Large tax increases are effective in reducing smoking prevalence, both as a single increase without forewarning and as a pre-announced series of increases. However, taxes on tobacco are best structured to apply equally to FMC and RYO products. Tobacco control policies should prohibit price marketing that otherwise erodes the full impact of such tax increases. FUNDING Cancer Council Victoria.
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Affiliation(s)
- Anna L Wilkinson
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Michelle M Scollo
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, Australia
| | - Melanie A Wakefield
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, Australia; School of Psychological Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Matthew J Spittal
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Frank J Chaloupka
- Health Policy Center, University of Illinois at Chicago, Chicago, IL, USA
| | - Sarah J Durkin
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, VIC, Australia; School of Psychological Sciences, The University of Melbourne, Melbourne, VIC, Australia.
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Google Trends: Opportunities and limitations in health and health policy research. Health Policy 2019; 123:338-341. [DOI: 10.1016/j.healthpol.2019.01.001] [Citation(s) in RCA: 97] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Revised: 01/03/2019] [Accepted: 01/06/2019] [Indexed: 01/05/2023]
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