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Credibility revolution

From Wikipedia, the free encyclopedia
Movement in empirical economics

Ineconomics, thecredibility revolution was the movement towards more rigorous empirical analysis. The movement sought to test economic theory and focused on causativeeconometric modeling and the use ofexperimental andquasi experimental methods. These more advanced statistical methods gave economists the ability to makecausal claims, as the discipline shifted towards apotential outcome framework.[1]

The revolution began in the 1960s when governments began to ask economists to use their skills in economic modeling, econometrics and research design to collect and analyze government data to improve policy making and enforcement of laws. A good example is research on discrimination carried out by theEqual Employment Opportunity Commission (EEOC). Grounded in legally required data from all US employers with 100 or more employees, economists, led byPhyllis Wallace, showed systematic discrimination in employment by race and sex. Their work led to successful discrimination cases in the utility, pharmaceutical and textile industries.Francine Blau and others continued to use EEOC and other data to more rigorously test for wage differentials and occupational segregation by race and sex.

Advances in econometrics allowed economists to identify effects, primarily through random variation, that could be estimated as causal. For example,Ann Dryden Witte provided rigorous econometric testing of the hedonic model of housing prices[2] and the economic model of crime.[3] Dryden Witte also used both experimental[4] and quasi experimental[5] designs to evaluate criminal justice policies and programs.

The 2021Nobel Prize in Economics was awarded toDavid Card,Joshua Angrist andGuido Imbens for their work in fostering the credibility revolution.[6][7]Alan Krueger is closely associated with the work of the three economists though died two years before the prize was awarded.[8]

The term "credibility revolution" was coined by Joshua Angrist in 2010, in his paper describing the changes in empirical economics that had occurred as a result of this revolution.[9] This paradigm shift in econometrics disputed many of legacycriticisms of econometric modeling.

Methods

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One core method that led the credibility revolution was the application ofregression discontinuity design (RDD) in microeconomics. RDD allows economists to exploit small variations around a threshold or arbitrary cutoff -a discontinuity - to identify differences among groups.

Other methods, including potential outcomes effect estimation through the average treatment effect (ATE) is able to reframe causal inference as a missing data problem, and evaluate the difference between observable units as the supposed difference across all states of the world.[10]

See also

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References

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  1. ^Cunningham, Scott (2021)."Regression Discontinuity, Chapter 6 of Causal Mixtape".mixtape.scunning.com. Retrieved2025-10-20.
  2. ^Dryden Witte, Ann; Sumka, Howard; Erikson, Homer (1979)."An Estimate of a Structural Hedonic Price Model of the Housing Market: An Application of Rosen's Theory of Implicit Markets".Econometrica.47 (5):1151–1173.doi:10.2307/1911956.JSTOR 1911956 – via JSTOR.
  3. ^Witte, Ann Dryden (1980)."Estimating the Economic Model of Crime with Individual Data".The Quarterly Journal of Economics.94 (1):57–87.doi:10.2307/1884604.JSTOR 1884604 – via Oxford university Press.
  4. ^Lattimore, Pamela K.;Witte, Ann Dryden; Baker, Joanna R. (1990)."Experimental Assessment of the Effect of Vocational Training On Youthful Property Offenders".Evaluation Review.14 (2):115–133.doi:10.1177/0193841X9001400201.ISSN 0193-841X.
  5. ^Witte, Ann D. (1977)."Work Release in North Carolina. A Program That Works!".Law and Contemporary Problems.41 (1):230–251.doi:10.2307/1191236.JSTOR 1191236.
  6. ^"The Nobel prize in economics celebrates an empirical revolution".The Economist. 12 October 2021. Retrieved18 October 2021.
  7. ^Pischke, Jörn-Steffen (16 October 2021)."Natural experiments in labour economics and beyond: The 2021 Nobel laureates David Card, Joshua Angrist, and Guido Imbens".VoxEU.org. Retrieved18 October 2021.
  8. ^"A Nobel prize for an economics revolution : The Indicator from Planet Money".NPR.org. Retrieved2022-04-05.
  9. ^Angrist, Joshua D.; Pischke, Jörn-Steffen (June 2010)."The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics".Journal of Economic Perspectives.24 (2):3–30.doi:10.1257/jep.24.2.3.hdl:1721.1/54195.ISSN 0895-3309.
  10. ^Lecture slides prepared for150C Causal Inference course atStanford University, prepared by Jonathan Mummolo. Accessible at:https://jmummolo.scholar.princeton.edu/sites/g/files/toruqf3341/files/jmummolo/files/po_model_jm.pdf
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