Bias mitigation in empirical peace and conflict studies: A short primer on posttreatment variables
Author
Abstract
Suggested Citation
DOI: 10.1177/00223433221145531
Download full text from publisher
References listed on IDEAS
- Adam N. Glynn, 2012. "The Product and Difference Fallacies for Indirect Effects," American Journal of Political Science, John Wiley & Sons, vol. 56(1), pages 257-269, January.
- Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
- Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
- Hannah Smidt, 2020. "Mitigating election violence locally: UN peacekeepers’ election-education campaigns in Côte d’Ivoire," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(1), pages 199-216, January.
- Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
- Shpitser Ilya & VanderWeele Tyler J, 2011. "A Complete Graphical Criterion for the Adjustment Formula in Mediation Analysis," The International Journal of Biostatistics, De Gruyter, vol. 7(1), pages 1-24, March.
- Blackwell, Matthew & Glynn, Adam N., 2018. "How to Make Causal Inferences with Time-Series Cross-Sectional Data under Selection on Observables," American Political Science Review, Cambridge University Press, vol. 112(4), pages 1067-1082, November.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016.
"Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects,"
American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2015. "Explaining Causal Findings without Bias: Detecting and Assessing Direct Effects," Working Paper Series 15-064, Harvard University, John F. Kennedy School of Government.
- Keele, Luke & Stevenson, Randolph T. & Elwert, Felix, 2020. "The causal interpretation of estimated associations in regression models," Political Science Research and Methods, Cambridge University Press, vol. 8(1), pages 1-13, January.
- Carlos Cinelli & Chad Hazlett, 2020. "Making sense of sensitivity: extending omitted variable bias," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 82(1), pages 39-67, February.
- Jacob M. Montgomery & Brendan Nyhan & Michelle Torres, 2018. "How Conditioning on Posttreatment Variables Can Ruin Your Experiment and What to Do about It," American Journal of Political Science, John Wiley & Sons, vol. 62(3), pages 760-775, July.
- Blackwell, Matthew, 2014. "A Selection Bias Approach to Sensitivity Analysis for Causal Effects," Political Analysis, Cambridge University Press, vol. 22(2), pages 169-182, April.
- Kosuke Imai & Gary King & Elizabeth A. Stuart, 2008. "Misunderstandings between experimentalists and observationalists about causal inference," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(2), pages 481-502, April.
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.- Schuessler, Julian, 2024. "Causal analysis with observational data," OSF Preprints wam94, Center for Open Science.
- Grätz, Michael, 2019. "When Less Conditioning Provides Better Estimates: Overcontrol and Collider Bias in Research on Intergenerational Mobility," Working Paper Series 2/2019, Stockholm University, Swedish Institute for Social Research.
- Humphreys, John M. & Srygley, Robert B. & Lawton, Douglas & Hudson, Amy R. & Branson, David H., 2022. "Grasshoppers exhibit asynchrony and spatial non-stationarity in response to the El Niño/Southern and Pacific Decadal Oscillations," Ecological Modelling, Elsevier, vol. 471(C).
- Jiawei Fu, 2024. "Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis," Papers 2403.04131, arXiv.org, revised Oct 2024.
- Hou, Xiaohui & Zhao, Jingwen, 2024. "Impact of regulating political connections on employee welfare attitude: Evidence from China," Journal of Asian Economics, Elsevier, vol. 93(C).
- Geraldo, Pablo, 2024. "Credible causal inference beyond toy models," SocArXiv x4526, Center for Open Science.
- S Anukriti & Catalina Herrera‐Almanza & Praveen K. Pathak & Mahesh Karra, 2020. "Curse of the Mummy‐ji: The Influence of Mothers‐in‐Law on Women in India†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1328-1351, October.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016.
"Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects,"
American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
- Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2015. "Explaining Causal Findings without Bias: Detecting and Assessing Direct Effects," Working Paper Series 15-064, Harvard University, John F. Kennedy School of Government.
- Emilio Depetris-Chauvin & Ömer Özak, 2020.
"The origins of the division of labor in pre-industrial times,"
Journal of Economic Growth, Springer, vol. 25(3), pages 297-340, September.
- Depetris-Chauvin, Emilio & Özak, Ömer, 2018. "The Origins of the Division of Labor in Pre-Industrial Times," SocArXiv z3ngq, Center for Open Science.
- Özak, Ömer & Depetris-Chauvin, Emilio, 2020. "The Origins of the Division of Labor in Pre-Industrial Times," SocArXiv k59wg, Center for Open Science.
- Parker Hevron, 2018. "Judicialization and Its Effects: Experiments as a Way Forward," Laws, MDPI, vol. 7(2), pages 1-21, May.
- Colnet Bénédicte & Josse Julie & Varoquaux Gaël & Scornet Erwan, 2022. "Causal effect on a target population: A sensitivity analysis to handle missing covariates," Journal of Causal Inference, De Gruyter, vol. 10(1), pages 372-414, January.
- Maude Lavanchy & Patrick Reichert & Jayanth Narayanan & Krishna Savani, 2023. "Applicants’ Fairness Perceptions of Algorithm-Driven Hiring Procedures," Journal of Business Ethics, Springer, vol. 188(1), pages 125-150, November.
- Hao, Shiming, 2021. "True structure change, spurious treatment effect? A novel approach to disentangle treatment effects from structure changes," MPRA Paper 108679, University Library of Munich, Germany.
- Annika B. Bergbauer, 2019. "How Did EU Membership of Eastern Europe Affect Student Achievement?," ifo Working Paper Series 299, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Reeves, Aaron, 2021. "The health effects of wage setting institutions: how collective bargaining improves health but not because it reduces inequality," LSE Research Online Documents on Economics 113422, London School of Economics and Political Science, LSE Library.
- Boerner, Lars & Rubin, Jared & Severgnini, Battista, 2021.
"A time to print, a time to reform,"
European Economic Review, Elsevier, vol. 138(C).
- Boerner, Lars & Rubin, Jared & Severgnini, Battista, 2019. "A Time to Print; a Time to Reform," Working Papers 5-2019, Copenhagen Business School, Department of Economics.
- Lars Boerner & Jared Rubin & Battista Severgnini, 2019. "A Time to Print, a Time to Reform," Working Papers 19-07, Chapman University, Economic Science Institute.
- Reimer, Matthew N. & Haynie, Alan C., 2018. "Mechanisms matter for evaluating the economic impacts of marine reserves," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 427-446.
- Maria Paula Saffon & Fabio Sánchez, 2019. "Historical grievances and war dynamics: Old land conflicts as a cause of current forced displacements in Colombia," Documentos CEDE 17320, Universidad de los Andes, Facultad de Economía, CEDE.
- Benjamin Krick & Jonathan Petkun & Mara Revkin, 2023. "What Determines Military Legitimacy? Evidence from the Battle of Mosul in Iraq," HiCN Working Papers 402, Households in Conflict Network.
- Christopher Wiley Shay, 2023. "Swords into ploughshares? Why human rights abuses persist after resistance campaigns," Journal of Peace Research, Peace Research Institute Oslo, vol. 60(1), pages 141-156, January.
More about this item
Keywords
causal inference; model specification; peace and conflict; political analysis; posttreatment bias;All these keywords.
Statistics
Access and download statisticsCorrections
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:sae:joupea:v:61:y:2024:i:3:p:462-476. 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: SAGE Publications (email available below). General contact details of provider: http://www.prio.no/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.