Skip to content
Licensed Unlicensed Requires Authentication Published by De Gruyter March 9, 2016

Working with Data: Two Empiricists’ Experience

  • Christopher R. Knittel and Konstantinos Metaxoglou EMAIL logo

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.

JEL Codes: A22; A23; A29

Corresponding author: Konstantinos Metaxoglou, Carleton University – Economics, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada, E-mail:
aPrior to joining the Faculty at Carleton, Metaxoglou spent 7 years with an economic consulting firm working on Antitrust litigation. Some of the practices described here come from his consulting experience. We have not received any financial benefit for promoting the software discussed here. The usual disclaimer applies.

References

Ball, R., and N. Medeiros. 2012. “Teaching Integrity in Empirical Research: A Protocol for Documenting Data Management and Analysis.” The Jounral of Economic Education 43(2): 182–189.10.1080/00220485.2012.659647Search in Google Scholar

Cameron, A., and P. Trivedi. 2005. Microeconometrics Methods and Applications. Cambridge: University Press.10.1017/CBO9780511811241Search in Google Scholar

Gentzkow, M., and J. Shapiro. 2014. “Code and Data for the Social Sciences: A Practitioner’s Guide.” Working paper, Chicago Booth and NBER.Search in Google Scholar

Schwabish, J. 2014. “An Economist’s Guide to Visualizing Data.” Journal of Economic Perspectives 28(1): 209–234.10.1257/jep.28.1.209Search in Google Scholar

Wooldridge, J. 2013. Introductory Econometrics: A Modern Approach. 5th ed. South-Western, Cengage Learning.Search in Google Scholar

Published Online: 2016-3-9

©2018 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 4.10.2023 from https://www.degruyter.com/document/doi/10.1515/jem-2016-0001/html
Scroll to top button