IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/14507.html
   My bibliography  Save this paper

Macroeconomic Conditions and Health in Britain: Aggregation, Dynamics and Local Area Heterogeneity

Author

Listed:
  • Propper, Carol
  • Janke, Katharina
  • Lee, Kevin
  • Shields, Kalvinder
  • Shields, Michael A

Abstract

We estimate a model that allows for dynamic and interdependent responses of morbidity in different local areas to economic conditions at the local and national level, with statistical selection of optimal local area. We apply this approach to quarterly British data on chronic health conditions for those of working age over the period 2002-2016. We find strong and robust counter-cyclical relationships for overall chronic health, and for five broad types of health conditions. Chronic health conditions therefore increase in poor economic times. There is considerable spatial heterogeneity across local areas, with the counter-cyclical relationship being strongest in poorer local areas with more traditional industrial structures. We find that feedback effects are quantitatively important across local areas, and dynamic effects that differ by health condition. Consequently, the standard panel data model commonly used in the literature considerably under-estimates the extent of the counter-cyclical relationship in our context.

Suggested Citation

  • Propper, Carol & Janke, Katharina & Lee, Kevin & Shields, Kalvinder & Shields, Michael A, 2020. "Macroeconomic Conditions and Health in Britain: Aggregation, Dynamics and Local Area Heterogeneity," CEPR Discussion Papers 14507, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:14507
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP14507
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    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. Rajeev Dehejia & Adriana Lleras-Muney, 2004. "Booms, Busts, and Babies' Health," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 1091-1130.
    2. Cotti Chad & Tefft Nathan, 2011. "Decomposing the Relationship between Macroeconomic Conditions and Fatal Car Crashes during the Great Recession: Alcohol- and Non-Alcohol-Related Accidents," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-24, August.
    3. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    4. Mikael Svensson & Niclas Krüger, 2012. "Mortality and economic fluctuations," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1215-1235, October.
    5. Hollingsworth, Alex & Ruhm, Christopher J. & Simon, Kosali, 2017. "Macroeconomic conditions and opioid abuse," Journal of Health Economics, Elsevier, vol. 56(C), pages 222-233.
    6. Ann H. Stevens & Douglas L. Miller & Marianne E. Page & Mateusz Filipski, 2015. "The Best of Times, the Worst of Times: Understanding Pro-cyclical Mortality," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 279-311, November.
    7. Crost, Benjamin & Friedson, Andrew, 2017. "Recessions and health revisited: New findings for working age adults," Economics & Human Biology, Elsevier, vol. 27(PA), pages 241-247.
    8. Halliday, Timothy J., 2014. "Unemployment and mortality: Evidence from the PSID," Social Science & Medicine, Elsevier, vol. 113(C), pages 15-22.
    9. Strumpf, Erin C. & Charters, Thomas J. & Harper, Sam & Nandi, Arijit, 2017. "Did the Great Recession affect mortality rates in the metropolitan United States? Effects on mortality by age, gender and cause of death," Social Science & Medicine, Elsevier, vol. 189(C), pages 11-16.
    10. repec:pri:cheawb:adriana_booms.pdf is not listed on IDEAS
    11. van den Berg, Gerard J. & Gerdtham, Ulf-G. & von Hinke, Stephanie & Lindeboom, Maarten & Lissdaniels, Johannes & Sundquist, Jan & Sundquist, Kristina, 2017. "Mortality and the business cycle: Evidence from individual and aggregated data," Journal of Health Economics, Elsevier, vol. 56(C), pages 61-70.
    12. Antonova, Liudmila & Bucher-Koenen, Tabea & Mazzonna, Fabrizio, 2017. "Long-term health consequences of recessions during working years," Social Science & Medicine, Elsevier, vol. 187(C), pages 134-143.
    13. Christopher Ruhm, 2007. "A healthy economy can break your heart," Demography, Springer;Population Association of America (PAA), vol. 44(4), pages 829-848, November.
    14. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    15. Colombo, Emilio & Rotondi, Valentina & Stanca, Luca, 2018. "Macroeconomic conditions and health: Inspecting the transmission mechanism," Economics & Human Biology, Elsevier, vol. 28(C), pages 29-37.
    16. Carpenter, Christopher S. & McClellan, Chandler B. & Rees, Daniel I., 2017. "Economic conditions, illicit drug use, and substance use disorders in the United States," Journal of Health Economics, Elsevier, vol. 52(C), pages 63-73.
    17. Brenner, M.H., 1971. "Economic changes and heart disease mortality," American Journal of Public Health, American Public Health Association, vol. 61(3), pages 606-611.
    18. Sarah H. Gordon & Benjamin D. Sommers, 2016. "Recessions, Poverty, and Mortality in the United States: 1993–2012," American Journal of Health Economics, MIT Press, vol. 2(4), pages 489-510, Fall.
    19. Ruhm, Christopher J. & Black, William E., 2002. "Does drinking really decrease in bad times?," Journal of Health Economics, Elsevier, vol. 21(4), pages 659-678, July.
    20. Erzo F. P. Luttmer, 2005. "Neighbors as Negatives: Relative Earnings and Well-Being," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 963-1002.
    21. McInerney, Melissa & Mellor, Jennifer M., 2012. "Recessions and seniors’ health, health behaviors, and healthcare use: Analysis of the Medicare Current Beneficiary Survey," Journal of Health Economics, Elsevier, vol. 31(5), pages 744-751.
    22. Toffolutti, Veronica & Suhrcke, Marc, 2019. "Does austerity really kill?," Economics & Human Biology, Elsevier, vol. 33(C), pages 211-223.
    23. Jean‐Paul Lam & Emmanuelle Piérard, 2017. "The Time‐Varying Relationship between Mortality and Business Cycles in the USA," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 164-183, February.
    24. Gerdtham, Ulf-G. & Ruhm, Christopher J., 2006. "Deaths rise in good economic times: Evidence from the OECD," Economics & Human Biology, Elsevier, vol. 4(3), pages 298-316, December.
    25. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    26. Athina Economou & Agelike Nikolaou & Ioannis Theodossiou, 2008. "Are recessions harmful to health after all?," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(5), pages 368-384, September.
    27. Ásgeirsdóttir, Tinna Laufey & Corman, Hope & Noonan, Kelly & Ólafsdóttir, Þórhildur & Reichman, Nancy E., 2014. "Was the economic crisis of 2008 good for Icelanders? Impact on health behaviors," Economics & Human Biology, Elsevier, vol. 13(C), pages 1-19.
    28. Wang, Huixia & Wang, Chenggang & Halliday, Timothy J., 2018. "Health and health inequality during the great recession: Evidence from the PSID," Economics & Human Biology, Elsevier, vol. 29(C), pages 17-30.
    29. He, Monica M., 2016. "Driving through the Great Recession: Why does motor vehicle fatality decrease when the economy slows down?," Social Science & Medicine, Elsevier, vol. 155(C), pages 1-11.
    30. repec:wly:hlthec:v:25:y:2016:i::p:6-24 is not listed on IDEAS
    31. Hilary Hoynes & Douglas L. Miller & Jessamyn Schaller, 2012. "Who Suffers during Recessions?," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 27-48, Summer.
    32. Laliotis, Ioannis & Stavropoulou, Charitini, 2018. "Crises and mortality: Does the level of unemployment matter?," Social Science & Medicine, Elsevier, vol. 214(C), pages 99-109.
    33. Dave, Dhaval M. & Kelly, Inas Rashad, 2012. "How does the business cycle affect eating habits?," Social Science & Medicine, Elsevier, vol. 74(2), pages 254-262.
    34. Max Brüning & Josselin Thuilliez, 2019. "Mortality and Macroeconomic Conditions: What Can We Learn From France?," Demography, Springer;Population Association of America (PAA), vol. 56(5), pages 1747-1764, October.
    35. Lee, Kevin C & Pesaran, M Hashem, 1993. "The Role of Sectoral Interactions in Wage Determination in the UK Economy," Economic Journal, Royal Economic Society, vol. 103(416), pages 21-55, January.
    36. Ruhm, Christopher J., 2003. "Good times make you sick," Journal of Health Economics, Elsevier, vol. 22(4), pages 637-658, July.
    37. Erdal Tekin & Chandler McClellan & Karen Jean Minyard, 2018. "Health and health behaviors during the great recession: a note on drinking, smoking, obesity, and physical activity," Review of Economics of the Household, Springer, vol. 16(4), pages 1017-1026, December.
    38. van Garderen, Kees Jan & Lee, Kevin & Pesaran, M. Hashem, 2000. "Cross-sectional aggregation of non-linear models," Journal of Econometrics, Elsevier, vol. 95(2), pages 285-331, April.
    39. Sarafidis, Vasilis & Yamagata, Takashi & Robertson, Donald, 2009. "A test of cross section dependence for a linear dynamic panel model with regressors," Journal of Econometrics, Elsevier, vol. 148(2), pages 149-161, February.
    40. Lee, Kevin C & Pesaran, M Hashem & Pierse, Richard G, 1990. "Testing for Aggregation Bias in Linear Models," Economic Journal, Royal Economic Society, vol. 100(400), pages 137-150, Supplemen.
    41. Sarah H. Gordon & Benjamin D. Sommers, 2016. "Recessions, Poverty, and Mortality in the United States: 1993–2012," American Journal of Health Economics, University of Chicago Press, vol. 2(4), pages 489-510, Fall.
    42. Marianne Page & Jessamyn Schaller & David Simon, 2019. "The Effects of Aggregate and Gender-Specific Labor Demand Shocks on Child Health," Journal of Human Resources, University of Wisconsin Press, vol. 54(1), pages 37-78.
    43. Michael P. Clements & David F. Hendry, 2005. "Guest Editors’ Introduction: Information in Economic Forecasting," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 713-753, December.
    44. Douglas L. Miller & Marianne E. Page & Ann Huff Stevens & Mateusz Filipski, 2009. "Why Are Recessions Good for Your Health?," American Economic Review, American Economic Association, vol. 99(2), pages 122-127, May.
    45. Gerdtham, Ulf-G. & Johannesson, Magnus, 2005. "Business cycles and mortality: results from Swedish microdata," Social Science & Medicine, Elsevier, vol. 60(1), pages 205-218, January.
    46. María E. Dávalos & Hai Fang & Michael T. French, 2012. "Easing The Pain Of An Economic Downturn: Macroeconomic Conditions And Excessive Alcohol Consumption," Health Economics, John Wiley & Sons, Ltd., vol. 21(11), pages 1318-1335, November.
    47. Robyn Swift, 2011. "The relationship between health and GDP in OECD countries in the very long run," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 306-322, March.
    48. repec:pri:cheawb:adriana_booms is not listed on IDEAS
    49. Kaplan, Erin K. & Collins, Courtney A. & Tylavsky, Frances A., 2017. "Cyclical unemployment and infant health," Economics & Human Biology, Elsevier, vol. 27(PA), pages 281-288.
    50. Sameem, Sediq & Sylwester, Kevin, 2017. "The business cycle and mortality: Urban versus rural counties," Social Science & Medicine, Elsevier, vol. 175(C), pages 28-35.
    51. José Tapia granados, 2008. "Macroeconomic fluctuations and mortality in postwar Japan," Demography, Springer;Population Association of America (PAA), vol. 45(2), pages 323-343, May.
    52. McInerney, Melissa & Mellor, Jennifer M. & Nicholas, Lauren Hersch, 2013. "Recession depression: Mental health effects of the 2008 stock market crash," Journal of Health Economics, Elsevier, vol. 32(6), pages 1090-1104.
    53. Haaland, Venke Furre & Telle, Kjetil, 2015. "Pro-cyclical mortality across socioeconomic groups and health status," Journal of Health Economics, Elsevier, vol. 39(C), pages 248-258.
    54. Paling, Thomas & Vall Castello, Judit, 2017. "Business cycle impacts on substance use of adolescents: A multi-country analysis," Economics & Human Biology, Elsevier, vol. 27(PA), pages 1-11.
    55. Tapia Granados, José A. & Ionides, Edward L., 2008. "The reversal of the relation between economic growth and health progress: Sweden in the 19th and 20th centuries," Journal of Health Economics, Elsevier, vol. 27(3), pages 544-563, May.
    56. Ruhm, Christopher J., 2019. "Drivers of the fatal drug epidemic," Journal of Health Economics, Elsevier, vol. 64(C), pages 25-42.
    57. Mikael Svensson & Curt Hagquist, 2010. "Adolescents alcohol-use and economic conditions: a multilevel analysis of data from a period with big economic changes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(6), pages 533-541, December.
    58. Vandoros, Sotiris & Avendano, Mauricio & Kawachi, Ichiro, 2019. "The association between economic uncertainty and suicide in the short-run," Social Science & Medicine, Elsevier, vol. 220(C), pages 403-410.
    59. Neumayer, Eric, 2004. "Recessions lower (some) mortality rates:: evidence from Germany," Social Science & Medicine, Elsevier, vol. 58(6), pages 1037-1047, March.
    60. Tefft, Nathan, 2011. "Insights on unemployment, unemployment insurance, and mental health," Journal of Health Economics, Elsevier, vol. 30(2), pages 258-264, March.
    61. Christopher J. Ruhm, 2016. "Health Effects of Economic Crises," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 6-24, November.
    62. Wagstaff, Adam, 1985. "Time series analysis of the relationship between unemployment and mortality: A survey of econometric critiques and replications of Brenner's studies," Social Science & Medicine, Elsevier, vol. 21(9), pages 985-996, January.
    63. Audrey Laporte, 2004. "Do economic cycles have a permanent effect on population health? Revisiting the Brenner hypothesis," Health Economics, John Wiley & Sons, Ltd., vol. 13(8), pages 767-779, August.
    64. Ezra Golberstein & Gilbert Gonzales & Ellen Meara, 2019. "How do economic downturns affect the mental health of children? Evidence from the National Health Interview Survey," Health Economics, John Wiley & Sons, Ltd., vol. 28(8), pages 955-970, August.
    65. Ruhm, Christopher J., 2015. "Recessions, healthy no more?," Journal of Health Economics, Elsevier, vol. 42(C), pages 17-28.
    66. Lindo, Jason M., 2015. "Aggregation and the estimated effects of economic conditions on health," Journal of Health Economics, Elsevier, vol. 40(C), pages 83-96.
    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. Etheridge, Ben & Wang, Yikai & Tang, Li, 2020. "Worker productivity during lockdown and working from home: evidence from self-reports," ISER Working Paper Series 2020-12, Institute for Social and Economic Research.
    2. Cheng, Terence Chai & Kim, Seonghoon & Koh, Kanghyock, 2020. "The Impact of COVID-19 on Subjective Well-Being: Evidence from Singapore," IZA Discussion Papers 13702, Institute of Labor Economics (IZA).
    3. Lizhong Peng & Jie Chen & Xiaohui Guo, 2022. "Macroeconomic conditions and health‐related outcomes in the United States: A metropolitan and micropolitan statistical area‐level analysis between 2004 and 2017," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 3-20, January.
    4. Balsa, Ana I. & Triunfo, Patricia, 2022. "The COVID-19 pandemic and birth outcomes in 2020: The role of prenatal care and other channels," Economics & Human Biology, Elsevier, vol. 47(C).
    5. Kerry L. Papps & Alex Bryson & James Reade, 2023. "Running Up that Hill: Fitness in the Face of Recession," DoQSS Working Papers 23-03, Quantitative Social Science - UCL Social Research Institute, University College London.
    6. Etheridge, Ben & Spantig, Lisa, 2022. "The gender gap in mental well-being at the onset of the Covid-19 pandemic: Evidence from the UK," European Economic Review, Elsevier, vol. 145(C).
    7. Avdic, Daniel & de New, Sonja C. & Kamhöfer, Daniel A., 2021. "Economic downturns and mental health in Germany," European Economic Review, Elsevier, vol. 140(C).
    8. James Banks & Heidi Karjalainen & Carol Propper, 2020. "Recessions and Health: The Long‐Term Health Consequences of Responses to the Coronavirus," Fiscal Studies, John Wiley & Sons, vol. 41(2), pages 337-344, June.
    9. Macchia, Lucía & Oswald, Andrew J., 2021. "Physical pain, gender, and the state of the economy in 146 nations," Social Science & Medicine, Elsevier, vol. 287(C).
    10. Christoph Kronenberg, 2021. "New(spaper) evidence of a reduction in suicide mentions during the 19th century US gold rush," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2582-2594, September.

    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. Janke, Katharina & Lee, Kevin & Propper, Carol & Shields, Kalvinder & Shields, Michael A., 2023. "Economic conditions and health: Local effects, national effect and local area heterogeneity," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 801-828.
    2. Wang, Huixia & Wang, Chenggang & Halliday, Timothy J., 2018. "Health and health inequality during the great recession: Evidence from the PSID," Economics & Human Biology, Elsevier, vol. 29(C), pages 17-30.
    3. Lizhong Peng & Jie Chen & Xiaohui Guo, 2022. "Macroeconomic conditions and health‐related outcomes in the United States: A metropolitan and micropolitan statistical area‐level analysis between 2004 and 2017," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 3-20, January.
    4. Kristín Helga Birgisdóttir & Tinna Laufey Ásgeirsdóttir, 2017. "Macroeconomic conditions and population health in Iceland," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(25), pages 769-852.
    5. Giri, Jeeten Krishna & Kumaresan, Talitha, 2021. "The business cycle, health behavior, and chronic disease: A study over Three decades," Economics & Human Biology, Elsevier, vol. 43(C).
    6. Christopher J. Ruhm, 2016. "Health Effects of Economic Crises," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 6-24, November.
    7. Chenggang Wang & Huixia Wang & Timothy J. Halliday, 2017. "Health and Health Inequality during the Great Recession: Evidence from the PSID," Working Papers 201703, University of Hawaii at Manoa, Department of Economics.
    8. Garth Heutel & Christopher J. Ruhm, 2016. "Air Pollution and Procyclical Mortality," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(3), pages 667-706.
    9. Sun, Zhen & Cheng, Lei, 2021. "Air pollution and procyclical mortality: Evidence from China," China Economic Review, Elsevier, vol. 68(C).
    10. Federico Belotti & Joanna Kopinska & Alessandro Palma & Andrea Piano Mortari, 2022. "Health status and the Great Recession. Evidence from electronic health records," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1770-1799, August.
    11. Max Brüning & Josselin Thuilliez, 2019. "Mortality and Macroeconomic Conditions: What Can We Learn From France?," Demography, Springer;Population Association of America (PAA), vol. 56(5), pages 1747-1764, October.
    12. Maddalena Cavicchioli & Barbara Pistoresi, 2020. "Unfolding the relationship between mortality, economic fluctuations, and health in Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 351-362, April.
    13. Sarah A. Burgard & Jennifer A. Ailshire & Lucie Kalousova, 2013. "The Great Recession and Health," The ANNALS of the American Academy of Political and Social Science, , vol. 650(1), pages 194-213, November.
    14. Ruhm, Christopher J., 2015. "Recessions, healthy no more?," Journal of Health Economics, Elsevier, vol. 42(C), pages 17-28.
    15. Jofre-Bonet, Mireia & Serra-Sastre, Victoria & Vandoros, Sotiris, 2018. "The impact of the Great Recession on health-related risk factors, behaviour and outcomes in England," Social Science & Medicine, Elsevier, vol. 197(C), pages 213-225.
    16. Colombo, Emilio & Rotondi, Valentina & Stanca, Luca, 2018. "Macroeconomic conditions and health: Inspecting the transmission mechanism," Economics & Human Biology, Elsevier, vol. 28(C), pages 29-37.
    17. van den Berg, Gerard J. & Paul, Alexander & Reinhold, Steffen, 2020. "Economic conditions and the health of newborns: Evidence from comprehensive register data," Labour Economics, Elsevier, vol. 63(C).
    18. van den Berg, Gerard J. & Gerdtham, Ulf-G. & von Hinke, Stephanie & Lindeboom, Maarten & Lissdaniels, Johannes & Sundquist, Jan & Sundquist, Kristina, 2017. "Mortality and the business cycle: Evidence from individual and aggregated data," Journal of Health Economics, Elsevier, vol. 56(C), pages 61-70.
    19. Birgisdóttir, Kristín Helga & Hauksdóttir, Arna & Ruhm, Christopher & Valdimarsdóttir, Unnur Anna & Ásgeirsdóttir, Tinna Laufey, 2020. "The effect of the economic collapse in Iceland on the probability of cardiovascular events," Economics & Human Biology, Elsevier, vol. 37(C).
    20. Wen-Yi Chen, 2016. "Health progress and economic growth in the USA: the continuous wavelet analysis," Empirical Economics, Springer, vol. 50(3), pages 831-855, May.

    More about this item

    Keywords

    Macroeconomic conditions; Health; Morbidity; Dynamics; Heterogeneity; Aggregation;
    All these keywords.

    JEL classification:

    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cpr:ceprdp:14507. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.