IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v170y2020icp1-19.html
   My bibliography  Save this article

Media attention and choice of major: Evidence from anti-doctor violence in China

Author

Listed:
  • Bo, Shiyu
  • Chen, Joy
  • Song, Yan
  • Zhou, Sen

Abstract

We examine the effect of media persuasion on educational choice, and find that Chinese newspaper articles on violence against doctors influence students’ decisions to study medicine at college. We match articles from over 1200 newspapers with an administrative dataset on college entrance enrollment from 2005 to 2011, and find that one additional article on anti-doctor violence leads to a 0.6% decrease in the number of students enrolled in medicine-related majors, and this effect is more pronounced for physician and nursing majors. We perform a series of checks to ensure that the effect is driven by exposure to violence-related news rather than violent incidents themselves. An instrumental variable approach that exploits plausibly exogenous variations in local political turnover and province-wide violent incidents helps establish causality. Moreover, we find that exposure to violence-related news reduces the quality of medical students, measured by their rank in the college entrance examination. Our findings suggest that media coverage can change individuals’ perception of career risks and affect their educational choices.

Suggested Citation

  • Bo, Shiyu & Chen, Joy & Song, Yan & Zhou, Sen, 2020. "Media attention and choice of major: Evidence from anti-doctor violence in China," Journal of Economic Behavior & Organization, Elsevier, vol. 170(C), pages 1-19.
  • Handle: RePEc:eee:jeborg:v:170:y:2020:i:c:p:1-19
    DOI: 10.1016/j.jebo.2019.11.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268119303555
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2019.11.012?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. Claire S. H. Lim & James M. Snyder Jr. & David Strömberg Jr., 2015. "The Judge, the Politician, and the Press: Newspaper Coverage and Criminal Sentencing across Electoral Systems," American Economic Journal: Applied Economics, American Economic Association, vol. 7(4), pages 103-135, October.
    2. Jetter, Michael, 2017. "The effect of media attention on terrorism," Journal of Public Economics, Elsevier, vol. 153(C), pages 32-48.
    3. Suqin Ge & Dennis Tao Yang, 2014. "Changes In China'S Wage Structure," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 300-336, April.
    4. Katja Maria Kaufmann, 2014. "Understanding the income gradient in college attendance in Mexico: The role of heterogeneity in expected returns," Quantitative Economics, Econometric Society, vol. 5(3), pages 583-630, November.
    5. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
    6. Ruben Enikolopov & Maria Petrova & Ekaterina Zhuravskaya, 2011. "Media and Political Persuasion: Evidence from Russia," American Economic Review, American Economic Association, vol. 101(7), pages 3253-3285, December.
    7. Fricke, Hans & Grogger, Jeffrey & Steinmayr, Andreas, 2018. "Exposure to academic fields and college major choice," Economics of Education Review, Elsevier, vol. 64(C), pages 199-213.
    8. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    9. Raymond Fisman & Jing Shi & Yongxiang Wang & Weixing Wu, 2019. "Social Ties and the Selection of China’s Political Elite," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-322, Boston University - Department of Economics.
    10. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    11. Ruben Durante & Ekaterina Zhuravskaya, 2018. "Attack When the World Is Not Watching? US News and the Israeli-Palestinian Conflict," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 1085-1133.
    12. Stefano DellaVigna & Matthew Gentzkow, 2010. "Persuasion: Empirical Evidence," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 643-669, September.
    13. Chen, Ye & Li, Hongbin & Zhou, Li-An, 2005. "Relative performance evaluation and the turnover of provincial leaders in China," Economics Letters, Elsevier, vol. 88(3), pages 421-425, September.
    14. Bo, Shiyu & Liu, Jing & Shiu, Ji-Liang & Song, Yan & Zhou, Sen, 2019. "Admission mechanisms and the mismatch between colleges and students: Evidence from a large administrative dataset from China," Economics of Education Review, Elsevier, vol. 68(C), pages 27-37.
    15. Stefano DellaVigna & Eliana La Ferrara, 2015. "Economic and Social Impacts of the Media," NBER Working Papers 21360, National Bureau of Economic Research, Inc.
    16. Stefano DellaVigna & Ethan Kaplan, 2007. "The Fox News Effect: Media Bias and Voting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1187-1234.
    17. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    18. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    19. Basit Zafar, 2011. "How Do College Students Form Expectations?," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 301-348.
    20. Shih, Victor & Adolph, Christopher & Liu, Mingxing, 2012. "Getting Ahead in the Communist Party: Explaining the Advancement of Central Committee Members in China," American Political Science Review, Cambridge University Press, vol. 106(1), pages 166-187, February.
    21. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    22. Adeline Delavande & Basit Zafar, 2019. "University Choice: The Role of Expected Earnings, Nonpecuniary Outcomes, and Financial Constraints," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2343-2393.
    23. David Strömberg, 2015. "Media and Politics," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 173-205, August.
    24. Currie, Janet & Lin, Wanchuan & Meng, Juanjuan, 2014. "Addressing antibiotic abuse in China: An experimental audit study," Journal of Development Economics, Elsevier, vol. 110(C), pages 39-51.
    25. Gordon Dahl & Stefano DellaVigna, 2009. "Does Movie Violence Increase Violent Crime?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 677-734.
    26. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    27. Feng, Shuaizhang & Hu, Yingyao & Moffitt, Robert, 2017. "Long run trends in unemployment and labor force participation in urban China," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 304-324.
    28. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    29. Jacobsen, Grant D., 2011. "The Al Gore effect: An Inconvenient Truth and voluntary carbon offsets," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 67-78, January.
    30. Thomas Eisensee & David Strömberg, 2007. "News Droughts, News Floods, and U. S. Disaster Relief," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 693-728.
    31. David Yanagizawa-Drott, 2014. "Propaganda and Conflict: Evidence from the Rwandan Genocide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1947-1994.
    32. Charles F. Manski, 1993. "Adolescent Econometricians: How Do Youth Infer the Returns to Schooling?," NBER Chapters, in: Studies of Supply and Demand in Higher Education, pages 43-60, National Bureau of Economic Research, Inc.
    33. Bei Qin & David Strömberg & Yanhui Wu, 2018. "Media Bias in China," American Economic Review, American Economic Association, vol. 108(9), pages 2442-2476, September.
    34. Ruixue Jia & Masayuki Kudamatsu & David Seim, 2015. "Political Selection In China: The Complementary Roles Of Connections And Performance," Journal of the European Economic Association, European Economic Association, vol. 13(4), pages 631-668, August.
    35. Chen, Ting & Kung, J.K.-S., 2016. "Do land revenue windfalls create a political resource curse? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 86-106.
    36. Matthew Gentzkow & Jesse M. Shapiro, 2008. "Preschool Television Viewing and Adolescent Test Scores: Historical Evidence from the Coleman Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 279-323.
    37. Yang Yao & Muyang Zhang, 2015. "Subnational leaders and economic growth: evidence from Chinese cities," Journal of Economic Growth, Springer, vol. 20(4), pages 405-436, December.
    38. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    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. Ye, Xiaoyang & Zhai, Muxin & Feng, Li & Xie, A’na & Wang, Weimin & Wu, Hongbin, 2022. "Still want to be a doctor? Medical student dropout in the era of COVID-19," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 122-139.
    2. Luo, Yiyang & Yang, Songtao, 2023. "Gender peer effects on students’ educational and occupational expectations," China Economic Review, Elsevier, vol. 77(C).
    3. Ze Chen & Yuan Wang & Yanjun Guan & Michael Jie Guo & Rong Xu, 2023. "Long‐term effect of childhood pandemic experience on medical major choice: Evidence from the 2003 severe acute respiratory syndrome outbreak in China," Health Economics, John Wiley & Sons, Ltd., vol. 32(5), pages 1120-1147, May.
    4. Lingpeng Meng & Xiang Yu & Chuanfeng Han & Pihui Liu, 2022. "Does Internet Use Aggravate Public Distrust of Doctors? Evidence from China," Sustainability, MDPI, vol. 14(7), pages 1-18, March.
    5. Hao Chen & Chao Liu & Xinyi Cao & Bo Hong & Ding-Hau Huang & Chia-Yi Liu & Wen-Ko Chiou, 2021. "Effects of Loving-Kindness Meditation on Doctors’ Mindfulness, Empathy, and Communication Skills," IJERPH, MDPI, vol. 18(8), pages 1-14, April.
    6. Faqin Lin & Rui Wang & Kuo Feng, 2024. "Regional favouritism in Chinese university admissions," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(1), pages 209-236, January.

    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. Bo, Shiyu & Chen, Y. Joy & Song, Yan & Zhou, Sen, 2018. "Media Attention and Choice of Major: Evidence from Anti-Doctor Violence in China," GLO Discussion Paper Series 284, Global Labor Organization (GLO).
    2. Michael Jetter, 2017. "Mediated Terrorism: US News and Al-Qaeda Attacks," CESifo Working Paper Series 6804, CESifo.
    3. Benesch, Christine & Loretz, Simon & Stadelmann, David & Thomas, Tobias, 2019. "Media coverage and immigration worries: Econometric evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 52-67.
    4. Jetter, Michael & Walker, Jay K., 2022. "News coverage and mass shootings in the US," European Economic Review, Elsevier, vol. 148(C).
    5. Jetter, Michael, 2017. "Terrorism and the Media: The Effect of US Television Coverage on Al-Qaeda Attacks," IZA Discussion Papers 10708, Institute of Labor Economics (IZA).
    6. Jetter, Michael, 2019. "The inadvertent consequences of al-Qaeda news coverage," European Economic Review, Elsevier, vol. 119(C), pages 391-410.
    7. Chen, Shuo & Qiao, Xue & Zhu, Zhitao, 2021. "Chasing or cheating? Theory and evidence on China's GDP manipulation," Journal of Economic Behavior & Organization, Elsevier, vol. 189(C), pages 657-671.
    8. Brodeur, Abel & Yousaf, Hasin, 2019. "The Economics of Mass Shootings," IZA Discussion Papers 12728, Institute of Labor Economics (IZA).
    9. Bernhardt, Lea & Dewenter, Ralf & Thomas, Tobias, 2023. "Measuring partisan media bias in US newscasts from 2001 to 2012," European Journal of Political Economy, Elsevier, vol. 78(C).
    10. Ruben Durante & Paolo Pinotti & Andrea Tesei, 2019. "The Political Legacy of Entertainment TV," American Economic Review, American Economic Association, vol. 109(7), pages 2497-2530, July.
    11. Jetter, Michael & Walker, Jay K., 2018. "The Effect of Media Coverage on Mass Shootings," IZA Discussion Papers 11900, Institute of Labor Economics (IZA).
    12. Sarah Schneider-Strawczynski & Jérôme Valette, 2021. "Media Coverage of Immigration and the Polarization of Attitudes," PSE Working Papers halshs-03322229, HAL.
    13. Xi, Tianyang & Yao, Yang & Zhang, Muyang, 2018. "Capability and opportunism: Evidence from city officials in China," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1046-1061.
    14. Danglun Luo & Congcong Liu & Lifan Wu, 2020. "Horizontal Networks and Economic Performance: Evidence from City Leaders in China," Social Science Quarterly, Southwestern Social Science Association, vol. 101(4), pages 1359-1373, July.
    15. Ling, Leng & Luo, Danglun & SHE, Guoman, 2019. "Judging a book by its Cover: The influence of physical attractiveness on the promotion of regional leaders," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 1-14.
    16. Jing Wu & Hao Li & Keyang Li, 2020. "Local political chief turnover and economic growth: Evidence from China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 28(3), pages 441-466, July.
    17. Tian, Zhihua & Hu, An & Chen, Yang & Shao, Shuai, 2023. "Local officials’ tenure and CO2 emissions in China," Energy Policy, Elsevier, vol. 173(C).
    18. Ruben Durante & Paolo Pinotti & Andrea Tesei, 2019. "The Political Legacy of Entertainment TV," American Economic Review, American Economic Association, vol. 109(7), pages 2497-2530, July.
    19. Li, Yue & Shao, Xiang & Tao, Zhigang & Yuan, Hongjie, 2022. "How local leaders matter: Inter-provincial leadership transfers and land transactions in China," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 196-220.
    20. Chen, Ting & Kung, J.K.-S., 2016. "Do land revenue windfalls create a political resource curse? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 86-106.

    More about this item

    Keywords

    Media attention; College majors; Occupational choice; Health care;
    All these keywords.

    JEL classification:

    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    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:eee:jeborg:v:170:y:2020:i:c:p:1-19. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.