IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v135y2018icp318-348.html
   My bibliography  Save this article

The heterogeneous effect of information on student performance: Evidence from a randomized control trial in Mexico

Author

Listed:
  • Avitabile, Ciro
  • de Hoyos, Rafael

Abstract

We use data from the randomized control trial of the Percepciones pilot to study whether providing 10th grade students with information about the average earnings associated with different educational attainments, life expectancy, and obtaining funding for higher education can contribute to improving student outcomes. We find that the intervention had no effects on a proxy for on-time high school completion, but a positive and significant impact on standardized test scores and self-reported measures of effort. The effects on standardized test scores are larger for girls and for students from households with relatively high incomes. We also find positive, but not statistically significant effects, on the probability of taking a university entry exam and of obtaining a high score in the exam.

Suggested Citation

  • Avitabile, Ciro & de Hoyos, Rafael, 2018. "The heterogeneous effect of information on student performance: Evidence from a randomized control trial in Mexico," Journal of Development Economics, Elsevier, vol. 135(C), pages 318-348.
    • Handle: RePEc:eee:deveco:v:135:y:2018:i:c:p:318-348
    DOI: 10.1016/j.jdeveco.2018.07.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387818304565
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jdeveco.2018.07.008?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    3. Abhijit V. Banerjee & Shawn Cole & Esther Duflo & Leigh Linden, 2007. "Remedying Education: Evidence from Two Randomized Experiments in India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1235-1264.
    4. Andrew Dustan & Alain de Janvry & Elisabeth Sadoulet, 2017. "Flourish or Fail?: The Risky Reward of Elite High School Admission in Mexico City," Journal of Human Resources, University of Wisconsin Press, vol. 52(3), pages 756-799.
    5. David Atkin, 2016. "Endogenous Skill Acquisition and Export Manufacturing in Mexico," American Economic Review, American Economic Association, vol. 106(8), pages 2046-2085, August.
    6. Katja Maria Kaufmann & Matthias Messner & Alex Solis, 2013. "Returns to Elite Higher Education in the Marriage Market: Evidence from Chile," Working Papers 489, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    7. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    8. Nicole M. Fortin & Philip Oreopoulos & Shelley Phipps, 2015. "Leaving Boys Behind: Gender Disparities in High Academic Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 50(3), pages 549-579.
    9. Dittrich, Marcus & Leipold, Kristina, 2014. "Gender differences in time preferences," Economics Letters, Elsevier, vol. 122(3), pages 413-415.
    10. Philip Oreopoulos & Ryan Dunn, 2013. "Information and College Access: Evidence from a Randomized Field Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(1), pages 3-26, January.
    11. Avitabile,Ciro & Bobba,Matteo & Pariguana,Marco, 2015. "High school track choice and financial constraints : evidence from urban Mexico," Policy Research Working Paper Series 7427, The World Bank.
    12. Justine Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2015. "The Effects of Earnings Disclosure on College Enrollment Decisions," Working Papers 2015-1, Princeton University. Economics Department..
    13. Taryn Dinkelman & Claudia Martínez A., 2014. "Investing in Schooling In Chile: The Role of Information about Financial Aid for Higher Education," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 244-257, May.
    14. David K. Evans & Anna Popova, 2016. "What Really Works to Improve Learning in Developing Countries? An Analysis of Divergent Findings in Systematic Reviews," The World Bank Research Observer, World Bank, vol. 31(2), pages 242-270.
    15. Paul Glewwe & Nauman Ilias & Michael Kremer, 2010. "Teacher Incentives," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 205-227, July.
    16. Hastings, Justine S. & Neilson, Christopher A. & Ramirez, Anely & Zimmerman, Seth D., 2016. "(Un)informed college and major choice: Evidence from linked survey and administrative data," Economics of Education Review, Elsevier, vol. 51(C), pages 136-151.
    17. Prashant Bharadwaj & Giacomo de Giorgi & David Hansen & CHRISTOPHER NEILSON, 2012. "The Gender Gap in Mathematics: Evidence from Low-and-Middle Income Countries," Working Papers id:5155, eSocialSciences.
    18. Martin McGuigan & Sandra McNally & Gill Wyness, 2016. "Student Awareness of Costs and Benefits of Educational Decisions: Effects of an Information Campaign," Journal of Human Capital, University of Chicago Press, vol. 10(4), pages 482-519.
    19. Brian A. Jacob & Lars Lefgren, 2009. "The Effect of Grade Retention on High School Completion," American Economic Journal: Applied Economics, American Economic Association, vol. 1(3), pages 33-58, July.
    20. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    21. Prashant Bharadwaj & Giacomo De Giorgi & David Hansen & Christopher Neilson, 2015. "The gender gap in mathematics: evidence from a middle-income country," Staff Reports 721, Federal Reserve Bank of New York.
    22. Michal Bauer & Julie Chytilova & Jonathan Morduch, 2012. "Behavioral Foundations of Microcredit: Experimental and Survey Evidence from Rural India," American Economic Review, American Economic Association, vol. 102(2), pages 1118-1139, April.
    23. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    24. Teodora Boneva & Christopher Rauh, 2018. "Parental Beliefs about Returns to Educational Investments—The Later the Better?," Journal of the European Economic Association, European Economic Association, vol. 16(6), pages 1669-1711.
    25. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    26. Biroli, Pietro & Boneva, Teodora & Raja, Akash & Rauh, Christopher, 2022. "Parental beliefs about returns to child health investments," Journal of Econometrics, Elsevier, vol. 231(1), pages 33-57.
    27. Kevin M. Murphy & Sam Peltzman, 2004. "School Performance and the Youth Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 299-328, April.
    28. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    29. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    30. 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.
    31. Orazio Attanasio & Teodora Boneva & Christopher Rauh, 2022. "Parental Beliefs about Returns to Different Types of Investments in School Children," Journal of Human Resources, University of Wisconsin Press, vol. 57(6), pages 1789-1825.
    32. Jere R. Behrman & Susan W. Parker & Petra E. Todd & Kenneth I. Wolpin, 2015. "Aligning Learning Incentives of Students and Teachers: Results from a Social Experiment in Mexican High Schools," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 325-364.
    33. Bonilla-Mejía, Leonardo & Bottan, Nicolas L. & Ham, Andrés, 2019. "Information policies and higher education choices experimental evidence from Colombia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 83(C).
    34. Attanasio, Orazio P. & Kaufmann, Katja M., 2014. "Education choices and returns to schooling: Mothers' and youths' subjective expectations and their role by gender," Journal of Development Economics, Elsevier, vol. 109(C), pages 203-216.
    35. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
    36. Delavande, Adeline & Zafar, Basit, 2014. "University choice: the role of expected earnings, non-pecuniary outcomes and financial constraints," ISER Working Paper Series 2014-38, Institute for Social and Economic Research.
    37. Fryer, Roland G., 2016. "Information, non-financial incentives, and student achievement: Evidence from a text messaging experiment," Journal of Public Economics, Elsevier, vol. 144(C), pages 109-121.
    38. Roland G. Fryer, Jr, 2013. "Information and Student Achievement: Evidence from a Cellular Phone Experiment," NBER Working Papers 19113, National Bureau of Economic Research, Inc.
    39. repec:ucp:ecdecc:v:57:y:2009:i:3:p:507-538 is not listed on IDEAS
    40. Karthik Muralidharan & Venkatesh Sundararaman, 2011. "Teacher Performance Pay: Experimental Evidence from India," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 39-77.
    41. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    42. Loyalka, Prashant & Song, Yingquan & Wei, Jianguo & Zhong, Weiping & Rozelle, Scott, 2013. "Information, college decisions and financial aid: Evidence from a cluster-randomized controlled trial in China," Economics of Education Review, Elsevier, vol. 36(C), pages 26-40.
    43. Loyalka, Prashant & Liu, Chengfang & Song, Yingquan & Yi, Hongmei & Huang, Xiaoting & Wei, Jianguo & Zhang, Linxiu & Shi, Yaojiang & Chu, James & Rozelle, Scott, 2013. "Can information and counseling help students from poor rural areas go to high school? Evidence from China," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1012-1025.
    44. Stinebrickner, Ralph & Stinebrickner, T.R.Todd R., 2004. "Time-use and college outcomes," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 243-269.
    45. Roland G. Fryer, Jr, 2016. "The Production of Human Capital in Developed Countries: Evidence from 196 Randomized Field Experiments," NBER Working Papers 22130, National Bureau of Economic Research, Inc.
    46. Roland G. Fryer, 2013. "Teacher Incentives and Student Achievement: Evidence from New York City Public Schools," Journal of Labor Economics, University of Chicago Press, vol. 31(2), pages 373-407.
    47. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1.
    48. 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.
    49. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    50. Eric P. Bettinger & Bridget Terry Long & Philip Oreopoulos & Lisa Sanbonmatsu, 2012. "The Role of Application Assistance and Information in College Decisions: Results from the H&R Block Fafsa Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1205-1242.
    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. Katrina Kosec & Kamiljon Akramov & Bakhrom Mirkasimov & Jie Song & Hongdi Zhao, 2022. "Aspirations and women's empowerment: Evidence from Kyrgyzstan," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 30(1), pages 101-134, January.
    2. Stephanie Psaki & Nicole Haberland & Barbara Mensch & Lauren Woyczynski & Erica Chuang, 2022. "Policies and interventions to remove gender‐related barriers to girls' school participation and learning in low‐ and middle‐income countries: A systematic review of the evidence," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(1), March.
    3. Fruttero,Anna & Muller,Noel & Calvo-Gonzalez,Oscar, 2021. "The Power and Roots of Aspirations : A Survey of the Empirical Evidence," Policy Research Working Paper Series 9729, The World Bank.
    4. Luis Fernando Gamboa & Paul Andrés Rodríguez-Lesmes, 2018. "Subjective Earnings and Academic Expectations of Tertiary Education in Colombia," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 36(86), pages 159-177, June.
    5. Gehrke, Esther & Lenel, Friederike & Schupp, Claudia, 2022. "Interest exploration and investments in education: Experimental evidence from Cambodia," OSF Preprints k6tqr, Center for Open Science.
    6. Bonilla-Mejía, Leonardo & Bottan, Nicolas L. & Ham, Andrés, 2019. "Information policies and higher education choices experimental evidence from Colombia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 83(C).
    7. World Bank, 2017. "Republic of Armenia Leveling the STEM Playing Field for Women," World Bank Publications - Reports 26766, The World Bank Group.
    8. repec:bdr:ensayo:v:36:y:2018:i:86:p:1-19 is not listed on IDEAS
    9. Jaime, Marcela & Salazar, César & Alpizar, Francisco & Carlsson, Fredrik, 2023. "Can school environmental education programs make children and parents more pro-environmental?," Journal of Development Economics, Elsevier, vol. 161(C).
    10. World Bank Group, 2016. "From Aspirations to Occupations," World Bank Publications - Reports 24755, The World Bank Group.
    11. Novella, Rafael & Rosas-Shady, David & Freund, Richard, 2024. "Is online job training for all? Experimental evidence on the effects of a Coursera program in Costa Rica," Journal of Development Economics, Elsevier, vol. 169(C).
    12. Dustan, Andrew, 2020. "Can large, untargeted conditional cash transfers increase urban high school graduation rates? Evidence from Mexico City's Prepa Sí," Journal of Development Economics, Elsevier, vol. 143(C).
    13. Lucas Coffman & Clayton R. Featherstone & Judd B. Kessler, 2024. "A Model of Information Nudges," Boston College Working Papers in Economics 1077, Boston College Department of Economics.
    14. De Hoyos Navarro,Rafael E. & Estrada,Ricardo & Vargas Mancera,Maria Jose, 2021. "Do Large-Scale Student Assessments Really Capture Cognitive Skills ?," Policy Research Working Paper Series 9537, The World Bank.
    15. Sam Jones & Ricardo Santos & Gimelgo Xirinda, 2020. "Misinformed, mismatched, or misled?: Explaining the gap between expected and realized graduate earnings in Mozambique," WIDER Working Paper Series wp-2020-47, World Institute for Development Economic Research (UNU-WIDER).
    16. Rafael De Hoyos & Orazio Attanasio & Costas Meghir, 2019. "Targeting High School Scholarships to the Poor: The Impact of a Program in Mexico," NBER Working Papers 26023, National Bureau of Economic Research, Inc.
    17. Marcelo Gantier & Rafael Novella & Andrea Repetto, 2024. "Subjective expectations and schooling choices in Latin America and the Caribbean," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(3), pages 1593-1621, April.
    18. Ballarino, Gabriele & Filippin, Antonio & Abbiati, Giovanni & Argentin, Gianluca & Barone, Carlo & Schizzerotto, Antonio, 2022. "The effects of an information campaign beyond university enrolment: A large-scale field experiment on the choices of high school students," Economics of Education Review, Elsevier, vol. 91(C).
    19. Esther Gehrke & Friederike Lenel & Claudia Schupp, 2023. "Occupational Aspirations and Investments in Education: Experimental Evidence from Cambodia," CESifo Working Paper Series 10608, CESifo.
    20. Mauricio Romero & Juan Bedoya & Monica Yanez‐Pagans & Marcela Silveyra & Rafael de Hoyos, 2024. "The effect of school grants on test scores: experimental evidence from Mexico," Economica, London School of Economics and Political Science, vol. 91(363), pages 980-995, July.
    21. Nguyen, Trang & de Brauw, Alan & van den Berg, Marrit, 2022. "Sweet or not: Using information and cognitive dissonance to nudge children toward healthier food choices," Economics & Human Biology, Elsevier, vol. 47(C).
    22. Francesca Marchetta & Tom Dilly, 2019. "Supporting Education in Africa: Opportunities and Challenges for an Impact Investor," Working Papers hal-02288103, HAL.
    23. de Hoyos, Rafael & Estrada, Ricardo & Vargas, María José, 2021. "What do test scores really capture? Evidence from a large-scale student assessment in Mexico," World Development, Elsevier, vol. 146(C).

    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. Bonilla-Mejía, Leonardo & Bottan, Nicolas L. & Ham, Andrés, 2019. "Information policies and higher education choices experimental evidence from Colombia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 83(C).
    2. Katharina Werner, 2019. "The Role of Information for Public Preferences on Education – Evidence from Representative Survey Experiments," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 82, May.
    3. Peter, Frauke & Spiess, C. Katharina & Zambre, Vaishali, 2021. "Informing students about college: Increasing enrollment using a behavioral intervention?," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 524-549.
    4. Philipp Lergetporer & Katharina Werner & Ludger Woessmann, 2018. "Does Ignorance of Economic Returns and Costs Explain the Educational Aspiration Gap? Evidence from Representative Survey Experiments," CESifo Working Paper Series 7000, CESifo.
    5. Ballarino, Gabriele & Filippin, Antonio & Abbiati, Giovanni & Argentin, Gianluca & Barone, Carlo & Schizzerotto, Antonio, 2022. "The effects of an information campaign beyond university enrolment: A large-scale field experiment on the choices of high school students," Economics of Education Review, Elsevier, vol. 91(C).
    6. Philipp Lergetporer & Katharina Werner & Ludger Woessmann, 2021. "Does Ignorance of Economic Returns and Costs Explain the Educational Aspiration Gap? Representative Evidence from Adults and Adolescents," Economica, London School of Economics and Political Science, vol. 88(351), pages 624-670, July.
    7. Damgaard, Mette Trier & Nielsen, Helena Skyt, 2018. "Nudging in education," Economics of Education Review, Elsevier, vol. 64(C), pages 313-342.
    8. Bleemer, Zachary & Zafar, Basit, 2018. "Intended college attendance: Evidence from an experiment on college returns and costs," Journal of Public Economics, Elsevier, vol. 157(C), pages 184-211.
    9. Henning Hermes & Philipp Lergetporer & Frauke Peter & Simon Wiederhold, 2021. "Application Barriers and the Socioeconomic Gap in Child Care Enrollment," CESifo Working Paper Series 9282, CESifo.
    10. Hermes, Henning & Lergetporer, Philipp & Peter, Frauke & Wiederhold, Simon, 2021. "Behavioral Barriers and the Socioeconomic Gap in Child Care Enrollment," IZA Discussion Papers 14698, Institute of Labor Economics (IZA).
    11. Kiessling, Lukas, 2021. "How do parents perceive the returns to parenting styles and neighborhoods?," European Economic Review, Elsevier, vol. 139(C).
    12. Andrés Barrios-Fernández, 2022. "Neighbors' Effects on University Enrollment," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 30-60, July.
    13. French, Robert & Oreopoulos, Philip, 2017. "Behavioral barriers transitioning to college," Labour Economics, Elsevier, vol. 47(C), pages 48-63.
    14. Johannes S. Kunz & Kevin E. Staub, 2016. "Subjective Completion Beliefs and the Demand for Post-Secondary Education," SOEPpapers on Multidisciplinary Panel Data Research 878, DIW Berlin, The German Socio-Economic Panel (SOEP).
    15. Suzane Bellue, 2023. "Why Don’t Poor Families Move? A Spatial Equilibirum Analysis of Parental Decisions with Social Learning," CRC TR 224 Discussion Paper Series crctr224_2023_472, University of Bonn and University of Mannheim, Germany.
    16. Peter, Frauke H. & Zambre, Vaishali, 2017. "Intended college enrollment and educational inequality: Do students lack information?," Economics of Education Review, Elsevier, vol. 60(C), pages 125-141.
    17. Lekfuangfu, Warn N. & Odermatt, Reto, 2022. "All I have to do is dream? The role of aspirations in intergenerational mobility and well-being," European Economic Review, Elsevier, vol. 148(C).
    18. Bhalotra, Sonia & Delavande, Adeline & Font-Gilabert, Paulino & Maselko, Joanna, 2020. "Maternal investments in children: the role of expected effort and returns," ISER Working Paper Series 2020-03, Institute for Social and Economic Research.
    19. Clair Null & Clemencia Cosentino & Swetha Sridharan & Laura Meyer, "undated". "Policies and Programs to Improve Secondary Education in Developing Countries: A Review of the Evidence," Mathematica Policy Research Reports 516e420e637c4851b15e6a3f6, Mathematica Policy Research.
    20. Kerr, Sari Pekkala & Pekkarinen, Tuomas & Sarvimäki, Matti & Uusitalo, Roope, 2020. "Post-secondary education and information on labor market prospects: A randomized field experiment," Labour Economics, Elsevier, vol. 66(C).

    More about this item

    Keywords

    Information; Subjective expectations; School performance; Gender;
    All these keywords.

    JEL classification:

    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

    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:deveco:v:135:y:2018:i:c:p:318-348. 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/devec .

    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.