Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models

Xu, Yiqing·2017·Political Analysis
DOI 10.1017/pan.2016.2

Cited by (937)

Items 601–700 of 937

  1. Trade and development implications of the U.S. African growth and opportunity act
    Derick Taylor Adu, Wenying Li, Wendiam Sawadgo · 2024 · Applied Economics
  2. Synthetic control methods enable stronger causal inference using participatory science data in cities
    Asia Kaiser, Julian Resasco, Laura E. Dee · 2026 · Nature Ecology & Evolution
  3. International mobility boosts scientific careers: a synthetic control analysis of Brazilian researchers
    Leonardo Biazoli, Bruna de Paula Fonseca e Fonseca, Mine Çetinkaya-Rundel, Eric Fernandes de Mello Araújo, Izabela Regina Cardoso de Oliveira · 2025 · Scientometrics
  4. Do mandatory minimum penalties and penalty relief work? Evidence from California’s clean water program
    Ryan J. Treves, Qiwei Lin, Margaret Hilderbran, Derek Ouyang, Kit T. Rodolfa, Erin Mustain, Daniel E. Ho · 2025 · PLOS Water
  5. Single proxy synthetic control
    Chan Park, Eric J. Tchetgen Tchetgen · 2025 · Journal of Causal Inference
  6. A selection correction method for heterogeneous treatment effects in staggered adoption settings
    Min‐Chul Park · 2025 · Economics Letters
  7. The dark side of virtual status systems: Exploring the impact of status loss on user engagement
    Ruonan Zhang, Zhaoyang Yu · 2025 · Information & Management
  8. Towards Racial Housing Equity: The Role of CDBG Grants
    Eric Stokan, Michael Overton, Megan E. Hatch · 2025 · Urban Affairs Review
  9. Quantifying Mozambique's Peace Dividend: An Application of the Synthetic Control Method
    Tendai Gwatidzo, Aldo Alfredo Sitoe, Busani Moyo · 2025 · Review of Development Economics
  10. The political economy of the state of siege in the Democratic Republic of Congo
    Christian Samen Otchia, Oasis Kodila‐Tedika · 2025 · Defence and Peace Economics
  11. Diesel bans and urban air quality: A causal study of NO2 emissions in Germany using synthetic control
    Narek Mirzoyan, Ingrid Ott, José Ricardo Castro · 2025 · Sustainable Futures
  12. Water Resource Allocation and Environmental Management: An Analysis of the PM2.5 Mitigation Effects of the South-to-North Water Diversion Project
    Yu Yang, Sisi Liu, Chunxia Zhao, Hui Gao, Nan Li · 2025 · Water Economics and Policy
  13. The effects of improving a local amenity on housing markets and neighborhoods: Evidence from Chicago
    Heejin Kim · 2025 · Regional Science and Urban Economics
  14. “Be the Buyer”—Leveraging the Wisdom of the Crowd in E-Commerce Assortment Planning
    Leela Nageswaran, Yu Kan, Uttara M Ananthakrishnan · 2025 · Management Science
  15. How E-Scooters Impact Shared Mobility and Consumer Safety
    Ruichun Liu, Unnati Narang · 2025 · Journal of Marketing
  16. The PCDID Approach to Treatment Effects Estimation: A Further Investigation
    Tilman Bretschneider, Joakim Westerlund · 2025 · Journal of Applied Econometrics
  17. Heterogeneous-Effect Causal Graph Diffusion Network for sustainable regional economic upgrading
    Libin Zhou, Wenyu Ning, Zongye Gu, Mingsen Wang, Bin Xu · 2025 · Engineering Applications of Artificial Intelligence
  18. Evaluating heterogeneity in the impact of the reformulated gasoline program on childhood and young adult lymphoma incidence: A Bayesian causal inference analysis
    Sofia L. Vega, Rachel C. Nethery · 2025 · Environmental Research
  19. Everyone Can Be a Star in the Digital Economy: Quantifying the Business Value of Live Streaming Technology in Online Retail
    Cheng Chen, Yuheng Hu, Yingda Lu, Yili Hong · 2019 · Production and Operations Management
  20. Fabricated justice: How due process reform enables evidence manipulation
    Beatriz Magaloni, Esteban Salmón · 2025 · World Development
  21. Research on the Influence of Restricted Export Trade Policy on the Technological Innovation of Chinese High‐Tech Enterprises
    Min Chen, Yong Hong Tang · 2025 · Asian-Pacific Economic Literature
  22. Spatial vertical regression for spatial panel data: evaluating the effect of the florentine tramway’s first line on commercial vitality
    Giulio Grossi, Alessandra Mattei, Georgia Papadogeorgou · 2026 · Journal of the Royal Statistical Society Series A (Statistics in Society)
  23. Institutional Openness and Corporate Uncertainty Perception—Insights From Free Trade Zones in China
    Jiaxin Gao, Shi Chen, Yixiong Huang, Dongzi Pan · 2026 · Economics of Transition and Institutional Change
  24. How to grow new applications out of old research? Evidence from firm cumulative investments in deep learning
    Xirong Shen · 2026 · Strategic Management Journal
  25. Beyond the average: a synthetic control approach to estimate heterogeneous treatment effects with panel data
    Jona-Frederik Baumert, Morten Harmening · 2026 · Quality & Quantity
  26. Artificial Intelligence and Jobs: Has the Inflection Point Arrived? Evidence from an Online Labor Platform
    Dandan Qiao, Huaxia Rui, Xiong Qian · 2026 · Journal of Management Information Systems
  27. Nonmedical cannabis legalization and adolescent inpatient cannabis use disorder, 2008–2020: A quasi-experimental analysis
    Sunday Azagba, B K Datta Roy, Todd Ebling · 2026 · International Journal of Drug Policy
  28. Reconsideration of Secure Communities rollout reveals preemptive local-federal cooperation in immigration enforcement
    Cesar Vargas Nunez, Sakshina Bhatt, Basil Seif, Fernando Mendoza, David D. Laitin, Asad L. Asad · 2026 · Proceedings of the National Academy of Sciences
  29. From balance sheets to green fields: assessing the role of natural resource asset audit in enhancing China’s ecological product value
    Zhiyuan Gao, Ying Zhao, Ziying Jia, Yu Hao · 2026 · Empirical Economics
  30. Estimating Treatment Effects on Proportions with Synthetic Controls
    Konstantin Bogatyrev, Lukas F. Stoetzer · 2026 · Political Analysis
  31. Evaluating the Consequences of a Hypertension Management Incentive
    Claire Boone, Ari A. Robicsek · 2026 · JAMA Internal Medicine
  32. When progressives took power: the limited economic effects of municipal reform in US cities
    Maria Carreri, Julia A. Payson, Daniel M Thompson · 2026 · Journal of Historical Political Economy
  33. The Impact of Dedicated Local Sales Taxes (D‐LSTs) on General Fund Expenditures: Evidence From Texas
    Edmund Poku Adu, Robert L. Bland, Clancy A. Owoo · 2026 · Public Budgeting &amp Finance
  34. The Effects of the State Prepaid Tuition Program on College Attainment
    Ying Shen · 2020 · The B E Journal of Economic Analysis & Policy
  35. New Ways of Limiting Local Government Debt: An Empirical Assessment of the German Case
    Steffen Zabler · 2021 · Palgrave studies in sub-national governance
  36. The Value of Humanization in Customer Service
    Yang Agnes Gao, Huaxia Rui, Shujing Sun · 2021 · Hawaii International Conference on System Sciences (HICSS)
  37. Robust interactive fixed effects
    Kris Boudt, Ewoud Heyndels · 2022 · Econometrics and Statistics
  38. Conceptual Scheme
    Michael Coppedge, John Gerring, Adam Glynn, Carl Henrik Knutsen, Staffan I. Lindberg, Daniel Pemstein, Brigitte Seim, Svend‐Erik Skaaning, Jan Teorell, David Altman et al. · 2020 · Varieties of Democracy
  39. The Macroeconomic Influence of Recent Political Conflicts in Africa: Generalized Synthetic Counterfactual Evidence
    Samba Diop, Simplice Anutechia Asongu, Vanessa Simen Tchamyou · 2022 · The Review of Black Political Economy
  40. The potential impact of wildfire smoke on COVID-19 cumulative deaths in the San Diego-Tijuana border region
    Lara Schwarz, Rosana Aguilera, Javier Emmanuel Castillo Quiñones, L C Aguilar-Dodier, María Evarista Arellano-García, Tarik Benmarhnia · 2023 · Environmental Research Health
  41. Token Incentive and Blockchain Developer Contribution
    Ning Luo, Eric Zheng · 2026 · Information Systems Research
  42. Does regulation help? The impact of California‘s AB5 on Gig Workers
    Xunyi Wang, Yu-Wei Lin, Wencui Han · 2023 · Hawaii International Conference on System Sciences (HICSS)
  43. The euro and inflation in Croatia: much ado about nothing?
    Petar Sorić · 2024 · Public Sector Economics
  44. Price, Piracy, and Search: Which Pirates Respond to Changes in the Legal Price?
    Koushyar Rajavi, Brett Danaher, Jesse Newby · 2024 · MIS Quarterly
  45. Effects of SUDENE’s tax incentives on job creation in the Northeast region of Brazil
    Edward Martins Costa, Diego Rafael Fonseca Carneiro, Guilherme Diniz Irffi, Pedro Alexandre Santos Veloso, Marleton Souza Braz, Thyena Karen Magalhães Dias, Vanessa Xavier Linhares de [UNESP] Andrade · 2024 · Applied Economics Letters
  46. The Home Price Impacts of CDBG-Funded Investments: An Exploration into Nonlinear and Threshold Effects
    Brett Theodos, George Galster, Amanda Hermans · 2025 · Housing Policy Debate
  47. Understanding the impact of the 2018 voter ID pilots on turnout at the London local elections: A synthetic difference-in-difference approach
    Tom Barton · 2025 · Political Science Research and Methods
  48. The impact of the EU–Turkey agreement on the number of lives lost at sea
    Irene Tafani, Massimo Riccaboni · 2025 · Humanities and Social Sciences Communications
  49. Value of Stars on Broadway: A Case Study
    Kyle D. S. Maclean · 2021 · Service Science
  50. Do citizens vote against incumbents who permit local immigration? Evidence from the Mariel Boatlift
    Daniel M Thompson · 2022 · Political Science Research and Methods
  51. Public responses to engineering equality: Gender quotas and satisfaction with democracy
    N. S. Williams, Alexandra Snipes · 2024 · European Journal of Political Research
  52. International Environmental Agreements: Empirical Evidence of a Hidden Success
    Nada Maamoun · 2017 · SSRN Electronic Journal
  53. Robust Estimation of Data-Dependent Causal Effects based on Observing a Single Time-Series
    Mark J. van der Laan, Ivana Malenica · 2018 · arXiv (Cornell University)
  54. Identify More, Observe Less: Mediation Analysis Synthetic Control
    Giovanni Mellace, Alessandra Pasquini · 2019 · SSRN Electronic Journal
  55. Exenciones tributarias y desarrollo regional: evidencia de Colombia
    Luis Armando Galvis–Aponte, Leonardo Bonilla‐Mejía, Sara Gómez · 2019
  56. Competition Law and Economic Inequality: A Comparative Analysis of Text Similarity using General Synthetic Control Method
    Amit Zac · 2020 · SSRN Electronic Journal
  57. GMO and non-GMO Labeling Effects: Evidence from a Quasi-Natural Experiment
    Aaron Adalja, Jūra Liaukonytė, Emily Yucai Wang, Xinrong Zhu · 2021 · SSRN Electronic Journal
  58. An Improved and Extended Bayesian Synthetic Control
    Sean Pinkney · 2021 · arXiv (Cornell University)
  59. The Impact of Co-Branded Credit Cards on Customer Loyalty
    Nan Zhao, Arun Gopalakrishnan, Chakravarthi Narasimhan · 2021 · SSRN Electronic Journal
  60. Does Ranked-Choice Voting Reduce Racial Polarization? Evidence from Agent-Based Modeling and Bay Area Mayoral Elections
    Yuki Atsusaka, Theodore A. Landsman · 2021 · SSRN Electronic Journal
  61. Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment
    Jason Poulos, Andrea Albanese, Andrea Mercatanti, Fan Li · 2021 · SSRN Electronic Journal
  62. Causal Inference in Longitudinal Data under Unknown Interference
    Ye Wang, Jetsupphasuk, Michael · 2021 · arXiv (Cornell University)
  63. Electoral Institutions and Substantive Representation in Local Politics: The Effects of Ranked Choice Voting
    Arjun Vishwanath · 2021 · SSRN Electronic Journal
  64. Using Multitask Gaussian Processes to estimate the effect of a targeted effort to remove firearms
    David T. Arbour, Eli Ben‐Michael, Avi Feller, Alexander M. Franks, Steven P. Raphael · 2021 · arXiv (Cornell University)
  65. Growing Platforms by Adding Complementors without a Contract
    Raveesh Mayya, Zhuoxin Li · 2021 · SSRN Electronic Journal
  66. Low-rank approximations of nonseparable panel models
    2020
  67. The Impact of Devolution on Health: A Synthetic Control Analysis of Greater Manchester in England
    Philip Britteon, Alfariany Milati Fatimah, Yiu‐Shing Lau, Laura Anselmi, Alex James Turner, Stephanie Gillibrand, Paul M Wilson, Kath Checkland, Matt Sutton · 2022 · SSRN Electronic Journal
  68. International Environmental Agreements: Empirical Evidence of a Hidden Success
    Nada Maamoun · 2017 · SSRN Electronic Journal
  69. Estimating the Effect of an EU-ETS Type Scheme in Australia Using a Synthetic Treatment Approach
    Heather M. Anderson, Jiti Gao, Guido Turnip, Farshid Vahid, Wei Wei · 2022 · SSRN Electronic Journal
  70. The Causal Effects of Twitter Banter Among Rival Brands: The Case of a New Product Launch in the Fast-Food Industry
    Ashutosh Bhave, Sri Harsha Kamatham, Norris I. Bruce · 2022 · SSRN Electronic Journal
  71. The effect of COVID-19 lockdowns on fertility in the Democratic Republic of the Congo
    Shuo Feng, Gabriel Kalombe Kyomba, Serge Mayaka, Karen A. Grépin · 2022 · medRxiv
  72. Re-Examining Moral Hazard Under Inattention: New Evidence from Behavioral Data in Auto Insurance
    Yizhou Jin · 2023 · SSRN Electronic Journal
  73. De-Fueling Externalities: Causal Effects of Fuel Taxation and Mediating Mechanisms for Reducing Climate and Pollution Costs
    Piero Basaglia, Sophie M. Behr, Moritz A. Drupp · 2023 · SSRN Electronic Journal
  74. Estimating Policy Effects using Lagged Outcome Values to Impute Counterfactuals
    David Powell, Beth Ann Griffin, Tal Wolfson · 2023 · SSRN Electronic Journal
  75. Product Development and Platform Fees Design
    Wei Lü, Avi Goldfarb B, Nitin Mehta · 2023 · SSRN Electronic Journal
  76. Do No Harm? Unintended Consequences of Pharmaceutical Price Regulation in India
    Saravana Jaikumar, Pradeep K. Chintagunta, Arvind Sahay · 2023 · SSRN Electronic Journal
  77. When Reward Meets Donation
    Yipu Deng, Jinyang Zheng, Guoxin Li, Karthik Kannan · 2023 · SSRN Electronic Journal
  78. Inference for Large Dimensional Factor Models Under General Missing Data Patterns
    Liangjun Su, Fa Wang · 2024 · SSRN Electronic Journal
  79. Beyond the Value for AI Adopters: Analyzing the Impacts of Autonomous Vehicle Testing on Traffic Conditions in California
    Xiaoxiao Wang, Yingjie Zhang, Jinyang Zheng · 2024 · SSRN Electronic Journal
  80. Carbon Taxation and Consumer Prices: Is there a Greenflation in South Africa?
    Abraham Lartey · 2024 · SSRN Electronic Journal
  81. The Spillover Effect of a Minimum Wage Increase on a Multi-level Marketing Firm and Its “Uncovered” Sales Agents
    Sung Joo Kim, Dinesh Puranam, Wreetabrata Kar, Siddarth Sivaramakrishnan · 2024 · SSRN Electronic Journal
  82. The Impact of Green Policies on Local Economic Performance: Evidence from the EU Ets
    Ireri Hernandez Carballo, Gian Maria Mallarino, Marco Percoco · 2025 · SSRN Electronic Journal
  83. Making Bribery Profitable Again? The Market Effects of Halting Extraterritorial Accountability for Overseas Bribery
    Lorenzo Crippa, Edmund J Malesky, Lucio Picci · 2025 · SSRN Electronic Journal
  84. Offshoring Migration Policy: Migrant Responses to Restrictive Policies in Transit Countries
    Christopher Blair, Omer Solodoch · 2025 · SSRN Electronic Journal
  85. Digital Fulfillment Meets Everyday Consumption: A Comprehensive Analysis of Household Response to Home Delivery Service Adoption
    Shasha Cao, Tian Lu, Pei-Yu Chen, T. S. Raghu · 2025 · SSRN Electronic Journal
  86. Political Control in the Workplace: How Autocrats Use Firms to Discipline Citizens
    Ye Zhang · 2026 · Academy of Management Proceedings
  87. Too Poor to Migrate? Weather Shocks Reduce Temporary Migration Among Small-Scale Farmers in Uganda
    Kashi Kafle, Yuanhang Wang, Barnabas Kiiza · 2023 · SSRN Electronic Journal
  88. When Professionals Become Influencers: The Impact of Live Streaming on Service Demand
    Xu Zhang, Yuqing Gu, Yi Zhang, Puneet Manchanda · 2025 · SSRN Electronic Journal
  89. Decolonization, Legitimacy and Fiscal Capacity: Event Study Evidence from Africa
    Dhammika Dharmapala, Marvin Suesse · 2025 · SSRN Electronic Journal
  90. Confrontation with the West and Long-Run Economic and Institutional Outcomes: Evidence from Iran
    Spruk, Rok · 2026 · arXiv
  91. Three Papers in Political Methodology
    Brandon Stewart · 2015 · Digital Access to Scholarship at Harvard (DASH) (Harvard University)
  92. Does Election Day Registration Make a Difference? Evidence from Illinois
    Ikuma Ogura · 2017 · SSRN Electronic Journal
  93. Does the Market Model Provide a Good Counterfactual for Event Studies in Finance?
    Carlos Castro-Iragorri · 2017 · SSRN Electronic Journal
  94. Race and Gun Violence in the United States: A Case Study of Policy Reform in Missouri
    Williams, Charles S. Morgan · 2018
  95. Essays in Labor, Public and Health Economics
    Arezou Zaresani · 2017 · Libraries and Cultural Resources (University of Calgary)
  96. Using Panel Data for Macroeconomic Policy Evaluation: A Survey
    Ron P Smith · 2019 · Ege Akademik Bakis (Ege Academic Review)
  97. Reaction Asymmetries to Social Responsibility Index Recomposition: A Matching Portfolio Approach
    Wanling Rudkin, Charlie Xiaowu Cai · 2019 · RePEc: Research Papers in Economics
  98. Three essays on marine natural resources and environmental economics
    Lingxiao Yan · 2024 · Library, Museums and Press - UDSpace (University of Delaware)
  99. A definition of the causal effect of a political party's nominee on the U.S. general presidential election using counterfactual response types
    Michael D. Garber, Lindsay Jane Collin, W. Dana Flanders · 2020 · Annals of Epidemiology
  100. Products, Platforms, and Open Innovation: Three Essays on Technology Innovation
    Shivendu Pratap Singh · 2020 · D-Scholarship@Pitt (University of Pittsburgh)