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The Commensurability Problem: Conceptual Difficulties in Estimating the Effect of Behavior on Behavior

Published online by Cambridge University Press:  03 February 2020

ETHAN BUENO DE MESQUITA Open the ORCID record for ETHAN BUENO DE MESQUITA [Opens in a new window]  and
SCOTT A. TYSON Open the ORCID record for SCOTT A. TYSON [Opens in a new window]
ETHAN BUENO DE MESQUITA*
Affiliation:
University of Chicago
SCOTT A. TYSON*
Affiliation:
University of Rochester
*
*Ethan Bueno de Mesquita, Harris School, University of Chicago, [email protected].
†Scott A. Tyson, Department of Political Science, and W. Allen Wallis Institute of Political Economy, University of Rochester, [email protected].
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Abstract

We pose the commensurability problem: When do the estimates generated by actual research designs correspond to quantities of theoretical interest? We study this question in settings where both treatment and outcome are behavior and the treatment effect of interest is decomposable into direct and informational channels. We establish two results. First, the quantity estimated by an actual research design is only commensurate with the total effect in the ideal experiment if treatment status in the research design is a sufficient statistic for the decision-makers’ information. Second, a research design corresponding to a nonideal experiment isolates just the direct effect in the ideal experiment if two conditions hold: (i) there is no information effect in the nonideal experiment and (ii) the decision-maker’s response function is additively separable in treatment and information. We apply our results to three substantive literatures: the efficacy of protest, the empowerment of female candidates, and indiscriminate violence in counterinsurgency.

Type
Research Article
Information
American Political Science Review , Volume 114 , Issue 2 , May 2020 , pp. 375 - 391
Copyright
Copyright © American Political Science Association 2020 

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Footnotes

We have benefited from comments by Scott Ashworth, Mark Fey, Anthony Fowler, Glyn Morgan, Cyrus Samii, and Stephane Wolton, and participants in the Princeton Institutions & Inference Conference and the Petralia Sottana Applied Economics Workshop.

References

REFERENCES

Angeletos, George-Marios, and Pavan, Alessandro. 2013. “Selection-Free Predictions in Global Games with Endogenous Information and Multiple Equilibria.” Theoretical Economics 8 (3): 883–938.Google Scholar
Angeletos, George-Marios, Hellwig, Christian, and Pavan, Alessandro. 2006. “Signaling in a Global Game: Coordination and Policy Traps.” Journal of Political Economy 114 (3): 452–84.CrossRefGoogle Scholar
Angeletos, George-Marios, Hellwig, Christian, and Pavan, Alessandro. 2007. “Dynamic Global Games of Regime Change: Learning, Multiplicity, and the Timing of Attacks.” Econometrica 75 (3): 711–56.CrossRefGoogle Scholar
Angrist, Joshua D., Imbens, Guido W., and Rubin, Donald B.. 1996. “Identification of Causal Effects Using Instrumental Variables.” Journal of the American Statistical Association 91 (434): 444–55.CrossRefGoogle Scholar
Angrist, Joshua D., and Pischke, Jörn-Steffen. 2009. Mostly Harmless Econometrics: An Empiricist’s Companion. Princeton, NJ: Princeton University Press.CrossRefGoogle Scholar
Ashworth, Scott, and Bueno de Mesquita, Ethan. 2014. “Is Voter Competence Good for Voters? Information, Rationality, and Democratic Performance.” American Political Science Review 108 (3): 565–87.CrossRefGoogle Scholar
Ashworth, Scott, Bueno de Mesquita, Ethan, and Friedenberg, Amanda. 2018. “Learning about Voter Rationality.” American Journal of Political Science 32 (1): 37–54.CrossRefGoogle Scholar
Banerjee, Abhijit V., Chassang, Sylvain, and Snowberg, Erik. 2017. “Decision Theoretic Approaches to Experiment Design and External Validity.” In Handbook of Economic Field Experiments. Vol. 1, eds. Abhijit Vinayak Banerjee and Esther Duflo. Elsevier, 141–74.CrossRefGoogle Scholar
Baskaran, Thushyanthan, and Hessami, Zohal. 2018. “Does the Election of a Female Leader Clear the Way for More Women in Politics?” American Economic Journal: Economic Policy 10 (3): 95–121.Google Scholar
Benmelech, Efraim, Berrebi, Claude, and Klor, Esteban F.. 2014. “Counter-Suicide-Terrorism: Evidence from House Demolitions.” The Journal of Politics 77 (1): 27–43.CrossRefGoogle Scholar
Blackwell, David. 1951. “Comparison of Experiments.” In Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability, ed. J. Neyman. Berkeley, CA: University of California Press, 93–102.Google Scholar
Broockman, David E. 2014. “Do Female Politicians Empower Women to Vote or Run for Office? A Regression Discontinuity Approach.” Electoral Studies 34: 190–204.CrossRefGoogle Scholar
Bueno de Mesquita, Ethan. 2010. “Regime Change and Revolutionary Entrepreneurs.” American Political Science Review 104 (3): 446–65.CrossRefGoogle Scholar
Casper, Brett Allen, and Tyson, Scott A.. 2014. “Popular Protest and Elite Coordination in a Coup D’etat.” The Journal of Politics 76 (2): 548–64.CrossRefGoogle Scholar
Chassang, Sylvain, Padró i Miquel, Gerard, and Snowberg, Erik. 2012. “Selective Trials: A Principal-Agent Approach to Randomized Controlled Experiments.” The American Economic Review 102 (4): 1279–309.CrossRefGoogle Scholar
Collins, William J., and Margo, Robert A.. 2007. “The Economic Aftermath of the 1960s Riots in American Cities: Evidence from Property Values.” The Journal of Economic History 67 (4): 849.CrossRefGoogle Scholar
Condra, Luke N., and Shapiro, Jacob N.. 2012. “Who Takes the Blame? The Strategic Effects of Collateral Damage.” American Journal of Political Science 56 (1): 167–87.CrossRefGoogle Scholar
Conlisk, John. 1973. “Choice of Response Functional Form in Designing Subsidy Experiments.” Econometrica 41 (4): 643.CrossRefGoogle Scholar
Deaton, Angus. 2010. “Instruments, Randomization, and Learning about Development.” Journal of Economic Literature 48 (2): 424–55.CrossRefGoogle Scholar
Dell, Melissa. 2012. “Path Dependence in Development: Evidence from the Mexican Revolution.” Harvard typescript.Google Scholar
Dell, Melissa, and Querubín, Pablo. 2017. “Nation Building through Foreign Intervention: Evidence from Discontinuities in Military Strategies.” Quarterly Journal of Economics 133 (2): 701–64.CrossRefGoogle Scholar
Edmond, Chris. 2013. “Information Manipulation, Coordination, and Regime Change.” The Review of Economic Studies 80 (4): 1422–58.CrossRefGoogle Scholar
Eggers, Andrew C. 2017. “Quality-Based Explanations of Incumbency Effects.” The Journal of Politics 79 (4): 1315–28.CrossRefGoogle Scholar
Feyerabend, Paul K. 1962. “Explanation, Reduction and Empiricism.” In Scientific Explanation, Space, and Time (Minnesota Studies in the Philosophy of Science, Volume III), eds. Feigl, Herbert and Maxwell, Grover. Minneapolis: University of Minneapolis Press, 28–97.Google Scholar
Fowler, Anthony. 2018. “A Bayesian Explanation for the Effect of Incumbency.” Electoral Studies 53: 66–78.CrossRefGoogle Scholar
Fudenberg, Drew, and Levine, David K.. 2019. “Learning in Games and the Interpretation of Natural Experiments”. MIT typescript.Google Scholar
Goldberger, Arthur S. 1972. “Structural Equation Methods in the Social Sciences.” Econometrica: Journal of the Econometric Society 40 (6): 979–1001.CrossRefGoogle Scholar
Gould, Eric D., and Klor, Esteban. 2010. “Does Terrorism Work?” Quarterly Journal of Economics 125 (4): 1459–510.CrossRefGoogle Scholar
Grimmer, Justin, Messing, Solomon, and Westwood, Sean J.. 2012. “How Words and Money Cultivate a Personal Vote: The Effect of Legislator Credit Claiming on Constituent Credit Allocation.” American Political Science Review 106 (4): 703–19.CrossRefGoogle Scholar
Haavelmo, Trygve. 1944. “The Probability Approach in Econometrics.” Econometrica: Journal of the Econometric Society 12: iii–115.CrossRefGoogle Scholar
Heckman, James J. 2000. “Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective.” Quarterly Journal of Economics 115 (1): 45–97.CrossRefGoogle Scholar
Heckman, James J., and Urzua, Sergio. 2010. “Comparing IV with Structural Models: What Simple IV Can and Cannot Identify.” Journal of Econometrics 156 (1): 27–37.CrossRefGoogle ScholarPubMed
Henderson, John, and Brooks, John. 2016. “Mediating the Electoral Connection: The Information Effects of Voter Signals on Legislative Behavior.” The Journal of Politics 78 (3): 653–69.CrossRefGoogle Scholar
Hendrix, Cullen S., and Salehyan, Idean. 2012. “Climate Change, Rainfall, and Social Conflict in Africa.” Journal of Peace Research 49 (1): 35–50.CrossRefGoogle Scholar
Huet-Vaughn, Emiliano. 2013. “Quiet Riot: The Causal Effect of Protest Violence.” UC Berkeley typescript.CrossRefGoogle Scholar
Imbens, Guido W., and Angrist, Joshua D.. 1994. “Identification and Estimation of Local Average Treatment Effects.” Econometrica 62 (2): 467–75.CrossRefGoogle Scholar
Izzo, Federical, Dewan, Torun, and Wolton, Stephane. 2018. “Cumulative Knowledge in the Social Sciences: The Case of Improving Voters? Information.” Available at SSRN https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3239047.CrossRefGoogle Scholar
Jaeger, David A., Klor, Esteban F., Miaari, Sami H., and Paserman, M.Daniele. 2012. “The Struggle for Palestinian Hearts and Minds: Violence and Public Opinion in the Second Intifada.” Journal of Public Economics 96 (3–4): 354–68.CrossRefGoogle Scholar
Koopmans, Tjalling C., and Reiersol, Olav. 1950. “The Identification of Structural Characteristics.” The Annals of Mathematical Statistics 21 (2): 165–81.CrossRefGoogle Scholar
Kreps, David M. 2012. Microeconomic Foundations I: Choice and Competitive Markets. Princeton, NJ: Princeton University Press.Google Scholar
Kuhn, Thomas S. 1962. The Structure of Scientific Revolutions. Chicago: University of Chicago Press.Google Scholar
Ladam, Christina, Harden, Jeffrey J., and Windett, Jason H.. 2018. “Prominent Role Models: High-Profile Female Politicians and the Emergence of Women as Candidates for Public Office.” American Journal of Political Science 62 (2): 369–81.CrossRefGoogle Scholar
Lyall, Jason. 2009. “Does Indiscriminate Violence Incite Insurgent Attacks? Evidence from Chechnya.” Journal of Conflict Resolution 53 (3): 331–62.CrossRefGoogle Scholar
Madestam, Andreas, Shoag, Daniel, Veuger, Stan, and Yanagizawa-Drott, David. 2013. “Do Political Protests Matter? Evidence from the Tea Party Movement.” Harvard University typescript.CrossRefGoogle Scholar
Mas-Collel, Andreu, Whiston, Michael D., and Green, Jerry R.. 1995. Microeconomic Theory. Oxford: Oxford University Press.Google Scholar
Milnor, John Willard. 1997. Topology from the Differentiable Viewpoint. Princeton, NJ: Princeton University Press.Google Scholar
Prato, Carlo, and Wolton, Stephane. 2018. “Electoral Imbalances and Their Consequences.” The Journal of Politics 80 (4): 1168–82.CrossRefGoogle Scholar
Ritter, Emily Hencken, and Conrad, Cortenay R.. 2016. “Preventing and Responding to Dissent: The Observational Challenges of Explaining Strategic Repression.” American Political Science Review 110 (1): 85–99.CrossRefGoogle Scholar
Sarsons, Heather. 2015. “Rainfall and Conflict: A Cautionary Tale.” Journal of Eevelopment Economics 115: 62–72.Google Scholar
Shadmehr, Mehdi, and Bernhardt, Dan. 2011. “Collective Action with Uncertain Payoffs: Coordination, Public Signals, and Punishment Dilemmas.” American Political Science Review 105: 829–51.CrossRefGoogle Scholar
Shapiro, Jacob N., and Weidmann, Nils B.. 2015. “Is the Phone Mightier Than the Sword? Cellphones and Insurgent Violence in Iraq.” International Organization 69 (2): 247–74.CrossRefGoogle Scholar
Sun, Jessica, and Tyson, Scott A.. 2019. “Theoretical Implications of Empirical Models: An Application to Conflict Studies.” Available at SSRN 3258725.Google Scholar
Tyson, Scott A., and Smith, Alastair. 2018. “Dual-Layered Coordination and Political Instability: Repression, Co-optation, and the Role of Information.” The Journal of Politics 80 (1): 44–58.CrossRefGoogle Scholar
Wolton, Stephane. 2019. “Are Biased Media Bad for Democracy?” American Journal of Political Science 63 (3): 548–562.CrossRefGoogle Scholar
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