IDEAS home Printed from https://ideas.repec.org/a/bpj/jecome/v7y2018i1p12n6.html
   My bibliography  Save this article

Working with Data: Two Empiricists’ Experience

Author

Listed:
  • Knittel Christopher R.

    (William Barton Rogers Professor of Energy Economics, Sloan School of Management, Center for Energy and Environmental Policy Research, MIT and NBER, Cambridge, MA, USA)

  • Metaxoglou Konstantinos

    (Carleton University – Economics, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada)

Abstract

We propose a set of best practices on how to organize empirical research drawn from our experience. We offer some ideas on organizing, processing and analyzing data efficiently with an eye towards quality control, documentation, and replicability. Although these best practices are by no means unique, they have served us and colleagues well over the years. We hope they will be helpful to students and young economists in their research endeavors.

Suggested Citation

  • Knittel Christopher R. & Metaxoglou Konstantinos, 2018. "Working with Data: Two Empiricists’ Experience," Journal of Econometric Methods, De Gruyter, vol. 7(1), pages 1-12, January.
  • Handle: RePEc:bpj:jecome:v:7:y:2018:i:1:p:12:n:6
    DOI: 10.1515/jem-2016-0001
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/jem-2016-0001
    Download Restriction: For access to full text, subscription to the journal or payment for the individual article is required.

    File URL: https://libkey.io/10.1515/jem-2016-0001?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. Jonathan A. Schwabish, 2014. "An Economist's Guide to Visualizing Data," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 209-234, Winter.
    2. Richard Ball & Norm Medeiros, 2012. "Teaching Integrity in Empirical Research: A Protocol for Documenting Data Management and Analysis," The Journal of Economic Education, Taylor & Francis Journals, vol. 43(2), pages 182-189, April.
    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. Nicodemo, Catia & Satorra, Albert, 2020. "Exploratory Data Analysis on Large Data Sets: The Example of Salary Variation in Spanish Social Security Data," IZA Discussion Papers 13459, Institute of Labor Economics (IZA).
    2. Flood, Mark D. & Lemieux, Victoria L. & Varga, Margaret & William Wong, B.L., 2016. "The application of visual analytics to financial stability monitoring," Journal of Financial Stability, Elsevier, vol. 27(C), pages 180-197.
    3. Tomasz Kopczewski, 2015. "Think not calculate! Implementation of Felix Klein postulates in economic education with CAS software," Working Papers 2015-38, Faculty of Economic Sciences, University of Warsaw.
    4. Ganga Shreedhar & Susana Mourato, 2020. "Linking Human Destruction of Nature to COVID-19 Increases Support for Wildlife Conservation Policies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 963-999, August.
    5. Depro, Brooks & Rouse, Kathryn, 2022. "Adapting the case method in an economics capstone research course," International Review of Economics Education, Elsevier, vol. 41(C).
    6. Ronald Heijmans & Richard Heuver & Clement Levallois & Iman van Lelyveld, 2014. "Dynamic visualization of large transaction networks: the daily Dutch overnight money market," DNB Working Papers 418, Netherlands Central Bank, Research Department.
    7. Garret Christensen & Edward Miguel, 2018. "Transparency, Reproducibility, and the Credibility of Economics Research," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 920-980, September.
    8. Kinsella, Stephen, 2019. "Visualising economic crises using accounting models," Accounting, Organizations and Society, Elsevier, vol. 75(C), pages 1-16.
    9. Aikman, David & Kiley, Michael & Lee, Seung Jung & Palumbo, Michael G. & Warusawitharana, Missaka, 2017. "Mapping heat in the U.S. financial system," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 36-64.
    10. Hernández Alemán, Anastasia & León, Carmelo J., 2018. "La Réplica en el Análisis Económico Aplicado/Replication in Applied Economic Analysis," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 36, pages 317-332, Enero.
    11. Bengtsson, Elias & Grothe, Magdalena & Lepers, Etienne, 2020. "Home, safe home: Cross-country monitoring framework for vulnerabilities in the residential real estate sector," Journal of Banking & Finance, Elsevier, vol. 112(C).
    12. Luc Bissonnette & Arthur van Soest, 2015. "The Financial Crisis and Consumers' Income and Pension Expectations," Cahiers de recherche 1502, Chaire de recherche Industrielle Alliance sur les enjeux économiques des changements démographiques.
    13. Ben Marwick & Carl Boettiger & Lincoln Mullen, 2018. "Packaging Data Analytical Work Reproducibly Using R (and Friends)," The American Statistician, Taylor & Francis Journals, vol. 72(1), pages 80-88, January.

    More about this item

    Keywords

    A22; A23; A29;
    All these keywords.

    JEL classification:

    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • A23 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Graduate
    • A29 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Other

    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:bpj:jecome:v:7:y:2018:i:1:p:12:n:6. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.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.