Roberts, M., Stewart, B., Tingley, D., Lucas, C., Leder-Luis, J., Gadarian, S., Albertson, B., et al. (2014). Structural topic models for open ended survey responses. American Journal of Political Science , 58 (4), 1064-1082. topicmodelsopenendedexperiments.pdf ajpsappendix.pdf
Tingley, D., Yamamoto, T., Hirose, K., Keele, L., & Imai, K. (2014). mediation: R Package for Causal Mediation Analysis. Journal of Statistical Software , 59 (5). mediationr2.pdf
Tingley, D., & Tomz, M. (2014). Conditional Cooperation and Climate Change. Comparative Political Studies , 47 (3), 344 - 368. tingleytomzclimatefinal.pdf
Tingley, D. (2014). Face Off: Facial Features and Strategic Choice. Political Psychology , 35 (1), 344-368. avatartingley.pdf
Hicks, R., Milner, H., & Tingley, D. (2014). Trade Policy, Economic Interests and Party Politics in a Developing Country: The Political Economy of CAFTA. International Studies Quarterly , 58, 106-117.Abstract

Why have developing countries increasingly opened their economies to trade? Research about trade policy in developed countries has focused on a bottom up process by identifying the economic preferences of domestic groups. We know less about preferences in developing countries. To explore this, we focus on the micro level and explore one country’s decision making in a systematic fashion, rather than using a cross-national analysis. We analyze how economic and political variables influenced Costa Rican voters in a referendum on CAFTA, an international trade agreement. We find surprisingly little support for Stolper-Samuelson models of economic preferences and instead find more support for skill-biased trade theories. Furthermore, we isolate the effects of political parties on the referendum vote; we document how at least one party influenced voters and this made the difference for CAFTA passage. Politics, in the form of parties using their organizational strength to cue and frame messages for voters, influenced an important trade policy decision. Theories about trade policy in developing countries need to take into account the impact of top-down political factors such as parties and message framing.

Odell, J., & Tingley, D. (2013). Negotiating Agreements in International Relations. In Negotiating Agreement in Politics . American Political Science Association. negotiating_agreement_in_politics.pdf
Roberts, M., Stewart, B., Tingley, D., & Airoldi, E. (2013). The structural topic model and applied social science. Neural Information Processing Society. stmnips2013.pdf
Chilton, A., & Tingley, D. (2013). Why the Study of International Law Needs Experiments. Columbia Journal of Transnational Law , 52 (1), 173-238. chiltontingleyilexperiments.pdf
Milner, H. V., & Tingley, D. (Ed.). (2013). The Geopolitics of Foreign Aid . Edward Elgar.
Siedlinski, M., Tingley, D., Lipman, P., Cho, M. H., Litonjua, A. A., Sparrow, D., Bakke, P., et al. (2013). Dissecting direct and indirect genetic effects on chronic obstructive pulmonary disease (COPD) susceptibility. Human Genetics , 132 (4), 431-441. smoking.pdf
Milner, H., & Tingley, D. (2013). Public Opinion and Foreign Aid: A Review Essay. International Interactions , 39 (3), 389-401. internationalinteractions-pubopinforeignaid-final.pdf
Milner, H., & Tingley, D. H. (2013). Introduction to the Geopolitics of Foreign Aid. In Geopolitics of Foreign Aid. introduction_elgar_vol_final.pdf
Miller, E., Pevehouse, J., Tingley, D., Rogowski, R., & Wilson, R. (2013). How to be a peer reviewer: a guide for recent and soon-to-be Ph.D.'s. PS: Political Science & Politics , 46 (1). Website
Tingley, D. (2013). Public Finance and Immigration Preferences: A Lost Connection? Polity , 45 (1), 4-33. pol201230_tingley.pdf
Milner, H., & Tingley, D. (2013). The Choice for Multilateralism: Foreign Aid and American Foreign Policy. Review of International Organizations , 8 (3), 313-341.Abstract

Why do states choose multilateralism? We develop an argument focused on the burden-sharing versus control dilemma of principal-agent (PA) models. We also present two alternative theoretical frames that could explain this choice: a normative logic of appropriateness and hegemonic self binding. We examine the political bases of support for sending foreign aid through multilateral versus bilateral channels. First, we clarify the concept of multilateralism. We show that the choices for internationalism and multilateralism are distinct. Second, we develop hypotheses from each of the three theories and examine how public opinion data allow us to shed light on these different theories about multilateralism. Finally, we provide evidence about the correlates of public support for multilateral engagement. We isolate how two competing rationales—burden sharing and control—dictate some of the politics around the choice between multilateral versus bilateral aid channels. The data support our claim that a principal-agent model can help us to understand the choice for multilateralism.

Imai, K., Tingley, D., & Yamamoto, T. (2013). Experimental Designs for Identifying Causal Mechanisms (with discussions). Journal of the Royal Statistical Society-Series A , 176 (1), 5-51. Publisher's VersionAbstract

Experimentation is a powerful methodology that enables scientists to empirically establish causal claims. However, one important criticism is that experiments merely provide a black-box view of causality and fail to identify causal mechanisms. Critics argue that although experiments can identify average causal effects, they cannot explain how such effects come about. If true, this represents a serious limitation of experimentation, especially for social and medical science research whose primary goal is to identify causal mechanisms. In this paper, we consider several different experimental designs and compare their identification power. Some of these designs require the direct manipulation of mechanisms, while others can be used even when only imperfect manipulation is possible. We use recent social science experiments to illustrate the key ideas that underlie each design.

Chilton, A., & Tingley, D. (2012). The Doctrinal Paradox and International Law. University of Pennsylvania Journal of International Law , 34 (1), 67-148. tingley_chilton_doctrinalir.pdf
Johnson, D., McDermott, R., Cowden, J., & Tingley, D. (2012). Dead Certain: Confidence and Conservatism Predict Aggression in Simulated International Crisis Decision-Making. Human Nature , 23 (1), 98-126. deadcertain.pdf
Imai, K., & Tingley, D. (2012). A Statistical Method for Empirical Testing of Competing Theories. American Journal of Political Science , 56 (1), 218-236. WebsiteAbstract

Empirical testing of competing theories lies at the heart of social science research. We demonstrate that a very general and well-known class of statistical models, called finite mixture models, provides an effective way of rival theory testing. In the proposed framework, each observation is assumed to be generated from a statistical model implied by one of the theories under consideration. Researchers can then estimate the probability that a specific observation is consistent with either of the competing theories. By directly modeling this probability with the characteristics of observations, one can also determine the conditions under which a particular theory applies. We discuss a principled way to identify a list of observations that are statistically significantly consistent with each theory. Finally, we propose several measures of the overall performance of a particular theory. We illustrate the advantages of our method by applying it to an influential study on trade policy preferences.

Tingley, D. (2011). Neurological Imaging and the Evaluation of Competing Theories. In Biology and Politics: The Cutting Edge . Emerald Group. neuroimagingchapter.pdf