IDEAS home Printed from https://ideas.repec.org/p/zbw/cfswop/703.html
   My bibliography  Save this paper

Towards a design-based approach to accounting research

Author

Listed:
  • Leuz, Christian

Abstract

Armstrong et al. (2022) review the empirical methods used in the accounting literature to draw causal inferences. They document a growing number of studies using quasi-experimental methods and provide a critical perspective on this trend as well as the use of these methods in the accounting literature. In this discussion, I complement their review by broadening the perspective. I argue for a design-based approach to accounting research that shifts attention from methods to the entire research design. I also discuss why studies that aim to draw causal inferences are important, how these studies fit into the scientific process, and why assessing the strength of the research design is important when evaluating studies and aggregating research findings.

Suggested Citation

  • Leuz, Christian, 2023. "Towards a design-based approach to accounting research," CFS Working Paper Series 703, Center for Financial Studies (CFS).
  • Handle: RePEc:zbw:cfswop:703
    DOI: 10.2139/ssrn.4365155
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/270844/1/1840015926.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.2139/ssrn.4365155?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
    ---><---

    References listed on IDEAS

    as
    1. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
    2. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    3. David Card, 1990. "The Impact of the Mariel Boatlift on the Miami Labor Market," ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    4. De George, Emmanuel T. & Li, Xi & Shivakumar, Lakshmanan, 2016. "A review of the IFRS adoption literature," LSE Research Online Documents on Economics 67599, London School of Economics and Political Science, LSE Library.
    5. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    6. Alan B. Krueger & David Card, 2000. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania: Reply," American Economic Review, American Economic Association, vol. 90(5), pages 1397-1420, December.
    7. Heckman, James J. & Urzúa, Sergio, 2010. "Comparing IV with structural models: What simple IV can and cannot identify," Journal of Econometrics, Elsevier, vol. 156(1), pages 27-37, May.
    8. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    9. David Card, 2022. "Design-Based Research in Empirical Microeconomics," American Economic Review, American Economic Association, vol. 112(6), pages 1773-1781, June.
    10. Glaeser, Stephen & Guay, Wayne R., 2017. "Identification and generalizability in accounting research: A discussion of Christensen, Floyd, Liu, and Maffett (2017)," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 305-312.
    11. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    12. Heath, Davidson & Ringgenberg, Matthew C. & Samadi, Mehrdad & Werner, Ingrid M., 2019. "Reusing Natural Experiments," Working Paper Series 2019-21, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    13. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    14. Christensen, Hans B. & Hail, Luzi & Leuz, Christian, 2013. "Mandatory IFRS reporting and changes in enforcement," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 147-177.
    15. Christian Leuz & Peter D. Wysocki, 2016. "The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 525-622, May.
    16. Christopher A. Sims, 2010. "But Economics Is Not an Experimental Science," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 59-68, Spring.
    17. Christian Leuz, 2018. "Evidence-based policymaking: promise, challenges and opportunities for accounting and financial markets research," Accounting and Business Research, Taylor & Francis Journals, vol. 48(5), pages 582-608, July.
    18. Jon Kleinberg & Jens Ludwig & Sendhil Mullainathan & Ziad Obermeyer, 2015. "Prediction Policy Problems," American Economic Review, American Economic Association, vol. 105(5), pages 491-495, May.
    19. John A. List, 2020. "Non est Disputandum de Generalizability? A Glimpse into The External Validity Trial," NBER Working Papers 27535, National Bureau of Economic Research, Inc.
    20. Yinghua Li & Yupeng Lin & Liandong Zhang, 2018. "Trade Secrets Law and Corporate Disclosure: Causal Evidence on the Proprietary Cost Hypothesis," Journal of Accounting Research, Wiley Blackwell, vol. 56(1), pages 265-308, March.
    21. Christian Laux & Christian Leuz, 2010. "Did Fair-Value Accounting Contribute to the Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 93-118, Winter.
    22. Holger Daske & Luzi Hail & Christian Leuz & Rodrigo Verdi, 2008. "Mandatory IFRS Reporting around the World: Early Evidence on the Economic Consequences," Journal of Accounting Research, Wiley Blackwell, vol. 46(5), pages 1085-1142, December.
    23. Sutherland, Andrew, 2018. "Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
    24. Sendhil Mullainathan & Jann Spiess, 2017. "Machine Learning: An Applied Econometric Approach," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 87-106, Spring.
    25. Harris, MS, 1998. "The association between competition and managers' business segment reporting decisions," Journal of Accounting Research, Wiley Blackwell, vol. 36(1), pages 111-128.
    26. Armstrong, Christopher & Kepler, John D. & Samuels, Delphine & Taylor, Daniel, 2022. "Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    27. Kim, Jinhwan & Valentine, Kristen, 2021. "The innovation consequences of mandatory patent disclosures," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    28. Christensen, Hans B. & Floyd, Eric & Liu, Lisa Yao & Maffett, Mark, 2017. "The real effects of mandated information on social responsibility in financial reports: Evidence from mine-safety records," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 284-304.
    29. Emmanuel T. De George & Xi Li & Lakshmanan Shivakumar, 2016. "A review of the IFRS adoption literature," Review of Accounting Studies, Springer, vol. 21(3), pages 898-1004, September.
    Full references (including those not matched with items on IDEAS)

    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. Armstrong, Christopher & Kepler, John D. & Samuels, Delphine & Taylor, Daniel, 2022. "Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    2. Hans B. Christensen & Luzi Hail & Christian Leuz, 2021. "Mandatory CSR and sustainability reporting: economic analysis and literature review," Review of Accounting Studies, Springer, vol. 26(3), pages 1176-1248, September.
    3. Christian Leuz, 2018. "Evidence-based policymaking: promise, challenges and opportunities for accounting and financial markets research," Accounting and Business Research, Taylor & Francis Journals, vol. 48(5), pages 582-608, July.
    4. Byard, Donal & Darrough, Masako & Suh, Jangwon, 2019. "There is No Evidence that Mandatory IFRS Adoption Significantly Decreased IPO Underpricing," SocArXiv b56u2, Center for Open Science.
    5. Cascino, Stefano & Daske, Holger & Defond, Mark & Florou, Annita & Gassen, Joachim & Hung, Mingyi, 2023. "Reflections on the 20-year anniversary of worldwide IFRS adoption," LSE Research Online Documents on Economics 120205, London School of Economics and Political Science, LSE Library.
    6. Committee, Nobel Prize, 2021. "Answering causal questions using observational data," Nobel Prize in Economics documents 2021-2, Nobel Prize Committee.
    7. Harakeh, Mostafa & Lee, Edward & Walker, Martin, 2019. "The effect of information shocks on dividend payout and dividend value relevance," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 82-96.
    8. Rolf Uwe Fülbier & Thorsten Sellhorn, 2023. "Understanding and improving the language of business: How accounting and corporate reporting research can better serve business and society," Journal of Business Economics, Springer, vol. 93(6), pages 1089-1124, August.
    9. Hyunmi Ji, 2019. "The Impact of Interest Coverage Ratio on Value Relevance of Reported Earnings: Evidence from South Korea," Sustainability, MDPI, vol. 11(24), pages 1-11, December.
    10. Peter Hull & Michal Kolesár & Christopher Walters, 2022. "Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
    11. Paul A. Griffin & Hyun A. Hong & Ivalina Kalcheva & Jeong‐Bon Kim, 2022. "Shorting activity and stock return predictability: Evidence from a mandatory disclosure shock," Financial Management, Financial Management Association International, vol. 51(1), pages 27-71, March.
    12. Marc Badia & Miguel Duro & Bjorn N. Jorgensen & Gaizka Ormazabal & Hans B. Christensen, 2020. "The Informational Effects of Tightening Oil and Gas Disclosure Rules," Contemporary Accounting Research, John Wiley & Sons, vol. 37(3), pages 1720-1755, September.
    13. Clarkson, Peter & Gao, Ru & Herbohn, Kathleen, 2020. "The relationship between a firm’s information environment and its cash holding decision," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(2).
    14. Gao, Pingyang & Jiang, Xu & Zhang, Gaoqing, 2019. "Firm value and market liquidity around the adoption of common accounting standards," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    15. Rajat Deb & Mukesh Nepal & Sourav Chakraborty, 2023. "IFRS and Audit Quality: A Systematic Literature Review," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 48(1), pages 118-138, February.
    16. Liao, Lin & Yao, Daifei (Troy) & Kang, Helen & Morris, Richard D., 2020. "The impact of legal efficacy on value relevance of the three-level fair value measurement hierarchy," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    17. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics, Canadian Economics Association, vol. 49(3), pages 871-905, August.
    18. Darendeli, Alper & Fiechter, Peter & Hitz, Jörg-Markus & Lehmann, Nico, 2022. "The role of corporate social responsibility (CSR) information in supply-chain contracting: Evidence from the expansion of CSR rating coverage," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    19. P. Dorian Owen, 2017. "Evaluating Ingenious Instruments for Fundamental Determinants of Long-Run Economic Growth and Development," Econometrics, MDPI, vol. 5(3), pages 1-33, September.
    20. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.

    More about this item

    Keywords

    Endogeneity; Causal inferences; Research design; Empirical methods; Natural experiments; Accounting research;
    All these keywords.

    JEL classification:

    • C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty
    • M4 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting

    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:zbw:cfswop:703. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/ifkcfde.html .

    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.