Publication: Econometric Analysis of Youth Smoking Behavior in Turkey
Loading...
Published
2012-01
ISSN
Date
2013-03-28
Author(s)
Editor(s)
Abstract
The report is organized as follows. The information about the Global Youth Tobacco Survey (GYTS) is provided in the first part. The second part gives some descriptive statistics about the prevalence rate of students and their consumption based on several characteristics observed in the survey. The third part presents the empirical model and the variables used to estimate the probability of smoke and the quantity consumed. The fourth part presents the empirical results obtained from the analysis. The last part summarizes the results and concludes the paper with some policy recommendations. A total of 202 schools and 15,957 students were surveyed in the analysis. The GYTS questionnaire asks about the general characteristics of students, such as age, grade, sex, income level, region, and their family whether their parents work, and their education levels. Other questions ask about smoking habits, accessibility, smoking habits of their family members and friends; as well as exposure to pro / anti cigarette promotions and their thoughts about tobacco control measures. The results of this study have some important policy implications. First, the results indicate that price is an important factor that affects students' probability of smoke significantly. Second, it is also found that the knowledge about the harmful effects of smoking decreases both the probability of smoking and tobacco consumption significantly. Third, those students that have difficulty in getting tobacco products from markets are less likely to smoke and they smoke less cigarettes. Fourth, if smoking is not allowed inside the school building, the students have a lower probability of smoking.
Link to Data Set
Citation
“Önder, Zeynep. 2012. Econometric Analysis of Youth Smoking Behavior in Turkey. © World Bank. http://hdl.handle.net/10986/13032 License: CC BY 3.0 IGO.”
Digital Object Identifier
Associated URLs
Associated content
Other publications in this report series
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Economics of Tobacco Toolkit, Tool 3 : Economic Analysis of Tobacco Demand(World Bank, Washington, DC, 2013)The tobacco epidemic is a worldwide phenomenon with significantly destructive effects on developing, transitional, and industrialized nations. The first scientific evidence on the health consequences of tobacco consumption-specifically, smoking-was discovered in industrialized nations. As a result, the economic analysis of tobacco control issues began and was developed in these countries. This tool attempts to explain the process of analysis of demand for tobacco products as simply as possible. It includes discussions of basic economic and analysis principles (written for non-specialists such as policy makers and analysts) and more advanced technical points (intended for use by the economists and econometricians who will undertake the actual demand analysis). Consumption of tobacco products includes both smoked categories (e.g., cigarettes, hand-rolled tobacco, pipe tobacco, cigars, bidis, kreteks, etc.) and smokeless types (such as snuff and chewing tobacco). In industrialized countries, cigarettes disproportionately influence tobacco epidemics. This tool discusses and presents, in technical detail, each of the steps necessary to conduct an economic demand analysis on tobacco products. In addition, the reader is presented the fundamentals of demand analysis, including its purpose, assumptions, and requirements. In turn, the reasons to intervene in the market for tobacco products stem from the destructive nature of tobacco consumption. Smoking is the single largest preventable cause of premature death in industrialized countries. In economic terms, the principle of consumer sovereignty holds that individuals know what products are in their best interests to consume. Provided consumers know the risks concerned and internalize all the costs and benefits involved, private consumption decisions result in the most efficient allocation of society's scarce resources. Tobacco products are available to consumers for a price, and an issue of great interest to tobacco control advocates (and the tobacco industry) is to what extent are consumers willing to buy those tobacco products. For instance, the willingness to buy is strongly influenced by such characteristics as the consumer's sense of value, income level, and taste.Publication Determinants of Tobacco Consumption in Papua New Guinea(World Bank, Washington, DC, 2015-06)This paper analyzes smoking prevalence and smoking behaviors in Papua New Guinea. Using the 2009–10 Papua New Guinea Household Income and Expenditure Survey, the paper analyzes the determinants of tobacco use and tobacco choices in Papua New Guinea. The results show that adults (18 years and above) in the poorest quartile are more likely to smoke. Tobacco consumption imposes a large financial burden to poor households. Tobacco consumption accounts for about 23 percent of total household food expenditure for households in the poorest quartile, compared with 15 percent for the entire sample. However, most of these households consume non-processed tobacco. The study reveals the urgency to control tobacco consumption in Papua New Guinea and considers some practical challenges that the country may face.Publication Economics of Tobacco Toolkit, Tool 2. Data for Economic Analysis(World Bank, Washington, DC, 2013)This tool provides a general introduction to 'the art' of building databases. It addresses a number of issues pertaining to the search, identification and preparation of data for meaningful economic analysis. It can best be thought of as a reference mechanism that provides support for the occasionally frustrated but endlessly hungry researcher working through the adventures of tobacco control analysis. Anyone can reference this tool. This tool addresses a variety of data issues as they pertain to the economic analyses presented in the remaining tools of this toolkit. Most countries in the world today report at least a basic set of national economic and social information. In addition, aggregate or 'macro' level data is also largely available at sub-national levels of these societies and captures information that's reflective of regional, state, provincial, county or other jurisdictional divisions of the country. Consumption represents product use. Therefore, data on tobacco consumption reflects the amount of tobacco products used by a consumer. Data on tobacco product consumption is required for any economic analysis related to the demand for tobacco. Tobacco consumption information can be obtained through surveys of households and/or individual consumers. National population surveys and censuses interview random samples of individuals and/or households in an effort to obtain behavioral and socioeconomic information that will best describe the characteristics of the nation's current population.Publication Progression of Tobacco Control Policies : Lessons from the United States and Implications for Global Action(World Bank, Washington, DC, 2008-05)This paper examines the historical experience of tobacco control in the last five decades and shares important lessons of public health interventions to inform current and future tobacco control programs in other countries. The paper is divided into four parts. The first part gives an overview of the political economy, principal influences and interventions in tobacco control in the United States. It stresses the importance of information shocks and the role played by grassroots organizations. The current situation of tobacco control in the United States is further discussed in the second part, with emphasis on the economic case that led to litigation, as well as the response of the industry and the States. The third part focuses on the present efforts of multilaterals like the World Bank, technical United Nation (UN) agencies such as the World Health Organization, in the context of the new global governance structure: the Framework Convention on Tobacco Control (FCTC). The last section discusses lessons learned and provides recommendations for comprehensive tobacco control programs.Publication Forgone Earnings from Smoking : Evidence for a Developing Country(World Bank, Washington, DC, 2006-10)The authors estimate the economic losses related to the negative effect of smoking on wages in a context of a developing country. Using data from the 2005 Albania Living Standards Monitoring Survey, they jointly estimate a system of three equations: the smoking decision and two separate wage equations for smokers and nonsmokers. The results show that, after controlling for observed characteristics and taking into account unobserved heterogeneity in personal characteristics, smoking has a substantial negative impact on wages. On average smokers' wages are 20 percent lower than the wages of similar nonsmokers, providing strong evidence for the potential policy relevance of tobacco control initiatives for developing countries.
Users also downloaded
Showing related downloaded files
Publication Remittance Trends 2007(World Bank, Washington, DC, 2007-11)This note describes broad regional and country specific trends in remittance flows worldwide, and highlights some structural changes that will affect remittance flows in the future. The main messages are: remittance flows to Latin America and the Caribbean slowed on the back of a weakening U.S. economy and tighter enforcement of immigration laws. Nevertheless, the growth of remittances to developing countries remains robust because of strong growth in Europe and Asia. The remittance industry is experiencing some positive structural changes with the advent of cell phone and internet-based remittance instruments. These changes may have profound effects on remittance flows to previously underserved areas. The diffusion of these structural changes, however, is slowed by a lack of clarity on key regulations (including those relating to money laundering and other financial crimes). Remittance costs have fallen, but not far enough, especially in the South-South corridors.Publication Digital Africa(Washington, DC: World Bank, 2023-03-13)All African countries need better and more jobs for their growing populations. "Digital Africa: Technological Transformation for Jobs" shows that broader use of productivity-enhancing, digital technologies by enterprises and households is imperative to generate such jobs, including for lower-skilled people. At the same time, it can support not only countries’ short-term objective of postpandemic economic recovery but also their vision of economic transformation with more inclusive growth. These outcomes are not automatic, however. Mobile internet availability has increased throughout the continent in recent years, but Africa’s uptake gap is the highest in the world. Areas with at least 3G mobile internet service now cover 84 percent of Africa’s population, but only 22 percent uses such services. And the average African business lags in the use of smartphones and computers as well as more sophisticated digital technologies that catalyze further productivity gains. Two issues explain the usage gap: affordability of these new technologies and willingness to use them. For the 40 percent of Africans below the extreme poverty line, mobile data plans alone would cost one-third of their incomes—in addition to the price of access devices, apps, and electricity. Data plans for small- and medium-size businesses are also more expensive than in other regions. Moreover, shortcomings in the quality of internet services—and in the supply of attractive, skills-appropriate apps that promote entrepreneurship and raise earnings—dampen people’s willingness to use them. For those countries already using these technologies, the development payoffs are significant. New empirical studies for this report add to the rapidly growing evidence that mobile internet availability directly raises enterprise productivity, increases jobs, and reduces poverty throughout Africa. To realize these and other benefits more widely, Africa’s countries must implement complementary and mutually reinforcing policies to strengthen both consumers’ ability to pay and willingness to use digital technologies. These interventions must prioritize productive use to generate large numbers of inclusive jobs in a region poised to benefit from a massive, youthful workforce—one projected to become the world’s largest by the end of this century.Publication Cities in a Globalizing World : Governance, Performance, and Sustainability(Washington, DC: World Bank, 2006)This book contributes to the empirical and theoretical analysis of the performance of cities in a globalizing world, bringing together a range of perspectives on the policy implications for urban management. It provides guidance for policymakers on ways of capitalizing on the global economy that will make the most of the cities resources and managerial infrastructure as well as guiding investment and policy for the future. The book provides examples of how conflicts can be managed between individual and collective interests, such as the extensive environmental and social consultation undertaken in the planning and implementation of the Jamuna Bridge in Bangladesh, which now joins cities that had never seen daily connection between people in markets. The authors present empirical evidence that suggests that good governance and globalization tend to improve city-level performance in both the access to services as well as the quality of delivery of services which allows cities to translate global opportunity into local value for their citizens. This research also raises difficult questions of causality: does more globalization cause better governance, or vice versa? The authors look particularly at African cities to examine similarities with and differences from cities elsewhere. Their research suggests that Africa faces the challenge of improving both the quality of the management of its cities and their governance, so that they can offer services that will attract foreign investment while continuing to serve the needs of their residents and their regional economies.Publication Unleashing E-Commerce for South Asian Integration(Washington, DC: World Bank, 2020)This report is part of a broader work program on shaping a more positive narrative on regional integration in South Asia. It is a follow-up to a recent flagship report published by the South Asia Region of the World Bank, A Glass Half Full: The Promise of Regional Trade in South Asia. E-commerce is dramatically changing the way goods and services are transacted nationally, regionally, and globally. It facilitates international trade by reducing the cost of distance and remoteness and can be more inclusive of underrepresented groups such as women, small businesses, and rural entrepreneurs. Intraregional trade in South Asia is still below its potential, and the region lags behind other parts of the world in activating the potential benefits from e-commerce. Adopting a novel yet practical approach, this report explores how e-commerce can be boosted to deepen intraregional trade in South Asia. It examines the main transacting models in the digital space and the channels through which e-commerce helps reduce transactions costs for firms and consumers. It considers the regulations, as well as the regulatory gaps, affecting private sector participation in e-commerce, focusing on data privacy, consumer protection, delivery, cybersecurity, market-access regulations, and digital payments. Finally, the report presents recommendations for regulatory reforms that could enhance e-trade, especially in a regional context and as a possible platform for greater global engagement by South Asian firms. The scale of these recommendations ranges from the modest, such as allowing cross-border payments and streamlining the customs regime, to the more ambitious, such as allowing the operation of regional e-commerce platforms and liberalizing related cross-border logistics services.Publication World Bank East Asia and Pacific Economic Update, April 2020(Washington, DC: World Bank, 2020-03-30)The COVID-19 virus that triggered a supply shock in China has now caused a global shock. Developing economies in East Asia and the Pacific (EAP), recovering from a trade war and struggling with a viral disease, now face the prospect of a global financial shock and recession. Significant economic pain seems unavoidable in all countries and the risk of financial instability is high, especially in countries with excessive private indebtedness. Several economies are expected to contract in 2020, which will lead to an increase in the poverty rate. Households linked to affected sectors will suffer more. To deal with this crisis, countries need to act fast and decisively to contain the spread of infection, while expanding capacity both to treat people and to test and trace infections. Fiscal measures should provide social protection to cushion against shocks, especially for the most economically vulnerable. Firms will need liquidity injections to help them stay in business and maintain beneficial links to Global Value Chains. The optimal economic policy response will change over time and depend on the precise nature and evolution of the shock. Given the unprecedented nature of the economic shock to each country, and the fact that it is also affecting all other countries in the region and beyond, an exceptional policy response is needed.