IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v46y2014i3p1167-1179.html
   My bibliography  Save this article

Are estimated peer effects on smoking robust? Evidence from adolescent students in Spain

Author

Abstract

Adolescent smoking is one of the most pressing public health problems. The objective of this paper is to analyse the influence of peer pressure on adolescent cigarette consumption. More concretely, we explore the significance and robustness of the peer effects using several estimation methods employed in the existing literature. On the basis of the data provided by the 2004 Spanish survey on drug use in the school population, we estimate the probability of being a smoker by two-stage models. The results reveal that when we use standard errors used in the literature the class peer variable appears to be significant. However, the class peer variable is not significant when we calculate more exigent standard errors, a result that is robust across all specifications. The paper suggests the need for a more cautious interpretation of the peer effects found previously in the literature until a deeper analysis confirms the robustness of the peer effects. Copyright Springer-Verlag Berlin Heidelberg 2014

Suggested Citation

  • R. Duarte & J. Escario & J. Molina, 2014. "Are estimated peer effects on smoking robust? Evidence from adolescent students in Spain," Empirical Economics, Springer, vol. 46(3), pages 1167-1179, May.
    • Handle: RePEc:spr:empeco:v:46:y:2014:i:3:p:1167-1179
    DOI: 10.1007/s00181-013-0704-7
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s00181-013-0704-7
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s00181-013-0704-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lundborg, Petter, 2006. "Having the wrong friends? Peer effects in adolescent substance use," Journal of Health Economics, Elsevier, vol. 25(2), pages 214-233, March.
    2. Krauth, Brian V., 2007. "Peer and Selection Effects on Youth Smoking in California," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 288-298, July.
    3. Theodore Keeler & Teh-wei Hu & Michael Ong & Hai-Yen Sung, 2004. "The US National Tobacco Settlement: the effects of advertising and price changes on cigarette consumption," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1623-1629.
    4. Chaloupka, Frank, 1991. "Rational Addictive Behavior and Cigarette Smoking," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 722-742, August.
    5. Clark, Andrew E. & Loheac, Youenn, 2007. ""It wasn't me, it was them!" Social influence in risky behavior by adolescents," Journal of Health Economics, Elsevier, vol. 26(4), pages 763-784, July.
    6. John Tauras & Lisa Powell & Frank Chaloupka & Hana Ross, 2007. "The demand for smokeless tobacco among male high school students in the United States: the impact of taxes, prices and policies," Applied Economics, Taylor & Francis Journals, vol. 39(1), pages 31-41.
    7. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, September.
    8. Junmin Wan, 2006. "Cigarette tax revenues and tobacco control in Japan," Applied Economics, Taylor & Francis Journals, vol. 38(14), pages 1663-1675.
    9. Case, A.C. & Katz, L.F., 1991. "The Company You Keep: The Effects Of Family And Neighborhood On Disadvantaged Younths," Harvard Institute of Economic Research Working Papers 1555, Harvard - Institute of Economic Research.
    10. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1994. "An Empirical Analysis of Cigarette Addiction," American Economic Review, American Economic Association, vol. 84(3), pages 396-418, June.
    11. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    12. Powell, Lisa M. & Tauras, John A. & Ross, Hana, 2005. "The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior," Journal of Health Economics, Elsevier, vol. 24(5), pages 950-968, September.
    13. McVicar, Duncan, 2011. "Estimates of peer effects in adolescent smoking across twenty six European Countries," Social Science & Medicine, Elsevier, vol. 73(8), pages 1186-1193.
    14. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    15. Rosa Duarte & Jose Julián Escario & José Alberto Molina, 2011. "Peer Effects, Unobserved Factors And Risk Behaviours In Adolescence," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(1), pages 125-151, Spring.
    16. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    17. Foster, Gigi, 2006. "It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1455-1475, September.
    18. Pierpaolo Pierani & Silvia Tiezzi, 2009. "Addiction and interaction between alcohol and tobacco consumption," Empirical Economics, Springer, vol. 37(1), pages 1-23, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alfred Kechia Mukong, 2017. "Peer Networks and Tobacco Consumption in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 85(3), pages 341-367, September.
    2. Escario, José-Julián & Giménez-Nadal, J. Ignacio & Wilkinson, Anna V., 2022. "Predictors of adolescent truancy: The importance of cyberbullying, peer behavior, and parenting style," Children and Youth Services Review, Elsevier, vol. 143(C).
    3. Ferrando-Latorre, Sandra, 2017. "Risky consumption and intergenerational mobility: a research program in a family context," MPRA Paper 79777, University Library of Munich, Germany.
    4. Campaña, Juan Carlos, 2017. "¿Pueden llegar a ser adictivos los comportamientos juveniles sedentarios en el hogar? Un programa de investigación con respuestas conceptuales y evidencia empírica [Can sedentary youth behaviors be," MPRA Paper 81401, University Library of Munich, Germany.
    5. Boto-García, David & Baños-Pino, José Francisco, 2022. "Social influence and bandwagon effects in tourism travel," Annals of Tourism Research, Elsevier, vol. 93(C).
    6. Lopez-Mayan, Cristina & Nicodemo, Catia, 2023. "“If my buddies use drugs, will I?” Peer effects on Substance Consumption Among Teenagers," Economics & Human Biology, Elsevier, vol. 50(C).
    7. Rosa Duarte & José-Julián Escario & José-Alberto Molina, 2014. "Broader versus closer social interactions in smoking," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 13(2), pages 183-194, November.
    8. Ryota Nakamura & Marc Suhrcke & Daniel John Zizzo, 2017. "A triple test for behavioral economics models and public health policy," Theory and Decision, Springer, vol. 83(4), pages 513-533, December.
    9. Ferrando, Sandra, 2017. "Risky consumption among adolescents: A survey for Spain," MPRA Paper 79465, University Library of Munich, Germany.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rosa Duarte & Jose Julián Escario & José Alberto Molina, 2011. "Peer Effects, Unobserved Factors And Risk Behaviours In Adolescence," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(1), pages 125-151, Spring.
    2. Ryota Nakamura & Marc Suhrcke & Daniel John Zizzo, 2017. "A triple test for behavioral economics models and public health policy," Theory and Decision, Springer, vol. 83(4), pages 513-533, December.
    3. David Aristei & Luca Pieroni, 2009. "Addiction, social interactions and gender differences in cigarette consumption," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(3), pages 245-272, August.
    4. ÖZGÜR, Onur & BISIN, Alberto, 2011. "Dynamic Linear Economies with Social Interactions," Cahiers de recherche 04-2011, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    5. Haque, Samiul & Abedin, Naveen & Fakir, Adnan M. S. & Hannan, Rafe & Alam, Rafa, 2019. "Effects of smoking on agricultural productivity," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291149, Agricultural and Applied Economics Association.
    6. Jeffrey Wilson, 2007. "Peer Effects and Cigarette Use Among College Students," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 35(2), pages 233-247, June.
    7. Julian Reif, 2019. "A Model Of Addiction And Social Interactions," Economic Inquiry, Western Economic Association International, vol. 57(2), pages 759-773, April.
    8. Yakusheva, Olga & Kapinos, Kandice & Weiss, Marianne, 2011. "Peer effects and the Freshman 15: Evidence from a natural experiment," Economics & Human Biology, Elsevier, vol. 9(2), pages 119-132, March.
    9. Ana Balsa & Carlos Díaz, 2018. "Social interactions in health behaviors and conditions," Documentos de Trabajo/Working Papers 1802, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    10. Paolo Buonanno & Paolo Vanin, 2013. "Bowling alone, drinking together," Empirical Economics, Springer, vol. 44(3), pages 1635-1672, June.
    11. Jason M. Fletcher, 2010. "Social interactions and smoking: evidence using multiple student cohorts, instrumental variables, and school fixed effects," Health Economics, John Wiley & Sons, Ltd., vol. 19(4), pages 466-484, April.
    12. Alfred Kechia Mukong, 2017. "Peer Networks and Tobacco Consumption in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 85(3), pages 341-367, September.
    13. Jason Fletcher, 2012. "Peer influences on adolescent alcohol consumption: evidence using an instrumental variables/fixed effect approach," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1265-1286, October.
    14. Ana I. Balsa & Néstor Gandelman & Nicolás González, 2015. "Peer Effects in Risk Aversion," Risk Analysis, John Wiley & Sons, vol. 35(1), pages 27-43, January.
    15. Eisenberg, Daniel & Golberstein, Ezra & Whitlock, Janis L., 2014. "Peer effects on risky behaviors: New evidence from college roommate assignments," Journal of Health Economics, Elsevier, vol. 33(C), pages 126-138.
    16. Duncan McVicar & Arnold Polanski, 2014. "Peer Effects in UK Adolescent Substance Use: Never Mind the Classmates?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(4), pages 589-604, August.
    17. Lundborg, Petter, 2006. "Having the wrong friends? Peer effects in adolescent substance use," Journal of Health Economics, Elsevier, vol. 25(2), pages 214-233, March.
    18. Aliaksandr Amialchuk & Ales Kotalik, 2016. "Do Your School Mates Influence How Long You Game? Evidence from the U.S," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-16, August.
    19. Renna, Francesco & Grafova, Irina B. & Thakur, Nidhi, 2008. "The effect of friends on adolescent body weight," Economics & Human Biology, Elsevier, vol. 6(3), pages 377-387, December.
    20. Grimard, Franque & Parent, Daniel, 2007. "Education and smoking: Were Vietnam war draft avoiders also more likely to avoid smoking?," Journal of Health Economics, Elsevier, vol. 26(5), pages 896-926, September.

    More about this item

    Keywords

    Peer effects; Tobacco consumption; Adolescents ; Bootstrap; D71; I10; I12; I18;
    All these keywords.

    JEL classification:

    • D71 - Microeconomics - - Analysis of Collective Decision-Making - - - Social Choice; Clubs; Committees; Associations
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:empeco:v:46:y:2014:i:3:p:1167-1179. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.