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Difference-in-Differences Techniques for Spatial Data: Local Autocorrelation and Spatial Interaction

Citations

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Cited by:

  1. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised Feb 2024.
  2. Han, Mengjie & Mihaescu, Oana & Li, Yujiao & Rudholm, Niklas, 2018. "Comparison and one-stop shopping after big-box retail entry: A spatial difference-in-difference analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 175-187.
  3. Zhai, Guocong & Xie, Kun & Yang, Di & Yang, Hong, 2022. "Assessing the safety effectiveness of citywide speed limit reduction: A causal inference approach integrating propensity score matching and spatial difference-in-differences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 157(C), pages 94-106.
  4. Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2018. "Causal identification of transit-induced gentrification and spatial spillover effects: The case of the Denver light rail," Journal of Transport Geography, Elsevier, vol. 71(C), pages 15-31.
  5. Gabriele Borg & Diego Gentile Passaro & Santiago Hermo, 2022. "From Workplace to Residence: The Spillover Effects of Minimum Wage Policies on Local Housing Markets," Papers 2208.01791, arXiv.org, revised Oct 2023.
  6. Yadavalli, Anita & Delgado, Michael, 2018. "Tax Increment Financing and Spatial Spillovers," 2018 Annual Meeting, August 5-7, Washington, D.C. 274490, Agricultural and Applied Economics Association.
  7. Marusca De Castris & Guido Pellegrini, 2015. "Neighborhood Effects On The Propensity Score Matching," Working Papers 0515, CREI Università degli Studi Roma Tre, revised 2015.
  8. Takeshi Aida, 2020. "Revisiting suicide rate during wartime: Evidence from the Sri Lankan civil war," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-20, October.
  9. Xiaoying Zhong & Guanghai Liu & Peng Chen & Kaili Ke & Ruhe Xie, 2022. "The Impact of Internet Development on Urban Eco-Efficiency—A Quasi-Natural Experiment of “Broadband China” Pilot Policy," IJERPH, MDPI, vol. 19(3), pages 1-23, January.
  10. Thais Waideman Niquito & Fernando Pozzobon & Vinícius Halmenschlager & Felipe Garcia Ribeiro, 2021. "Human-made disasters and economic impact for a developing economy: evidence from Brazil," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 109(3), pages 2313-2341, December.
  11. Yan, Linnan & Tu, Menger & Chagas, André L.S. & Tai, Lufeng, 2022. "The impact of high-speed railway on labor spatial misallocation—Based on spatial difference-in-differences analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 82-97.
  12. Zhang, Yiren & Ran, Congjing, 2023. "Effect of digital economy on air pollution in China? New evidence from the “National Big Data Comprehensive Pilot Area” policy," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 986-1004.
  13. Ville Vehkasalo, 2018. "Effectiveness of EU Regional Policy: Evidence from a Natural Experiment in Finland," REGION, European Regional Science Association, vol. 5, pages 1-19.
  14. Qiu, Feng & Tong, Qingmeng, 2021. "A spatial difference-in-differences approach to evaluate the impact of light rail transit on property values," Economic Modelling, Elsevier, vol. 99(C).
  15. Alessandro Bucciol & Roberta Muri & Francesca Rossi, 2023. "Municipal Waste Policies and Spillover Effects," Working Papers 05/2023, University of Verona, Department of Economics.
  16. Reinhold Kosfeld & Timo Mitze & Johannes Rode & Klaus Wälde, 2021. "The Covid‐19 containment effects of public health measures: A spatial difference‐in‐differences approach," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 799-825, September.
  17. Huang, Naqun & Yang, Zhenlin, 2021. "Spatial dynamic models with short panels: Evaluating the impact of purchase restrictions on housing prices," Economic Modelling, Elsevier, vol. 103(C).
  18. Felipe Livert & Cecilia Osorio & Jose Acuña, 2022. "Does reducing municipal taxes work to increase revenue and reduce inequality at the metropolitan level? Evidence from Santiago de Chile," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(6), pages 322-343, December.
  19. Lu, Shuai & Li, Shouwei & Zhou, Wei & Yang, Wenke, 2022. "Network herding of energy funds in the post-Carbon-Peak Policy era: Does it benefit profitability and stability?," Energy Economics, Elsevier, vol. 109(C).
  20. Linnan Yan & Menger Tu & Andre Luis Squarize Chagas & Lufeng Tai, 2022. "The Impact of High-Speed Rail on Labor Spatial Misallocation– Based on Spatial Difference-in-Differences Analysis," Working Papers, Department of Economics 2022_19, University of São Paulo (FEA-USP).
  21. Fugang Gao & Huub Ploegmakers & Erwin van der Krabben & Xiaoping Shi, 2022. "Impacts of the political incentive for environmental protection on industrial land supply: Evidence from the cadre evaluation system reform in China," Papers in Regional Science, Wiley Blackwell, vol. 101(4), pages 1001-1025, August.
  22. Demidova, Olga, 2021. "Methods of spatial econometrics and evaluation of government programs effectiveness," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 107-134.
  23. Zhang, Dongyang, 2020. "Do credit squeezes influence firm survival? An empirical investigation of China," Economic Systems, Elsevier, vol. 44(3).
  24. Kyle Butts, 2021. "Difference-in-Differences Estimation with Spatial Spillovers," Papers 2105.03737, arXiv.org, revised Jun 2023.
  25. Ani L. Katchova & Ana Claudia Sant’Anna, 2019. "Impact of Ethanol Plant Location on Corn Revenues for U.S. Farmers," Sustainability, MDPI, vol. 11(22), pages 1-13, November.
  26. Wang, Lisha & Miwa, Tomio & Jiang, Meilan & Morikawa, Takayuki, 2021. "Heterogeneous residential distribution changes and spillover effects by railway projects: The case study of Nagoya, Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 154(C), pages 145-163.
  27. Hongge Zhu & Zhenhuan Chen & Shaopeng Zhang & Wencheng Zhao, 2022. "The Role of Government Innovation Support in the Process of Urban Green Sustainable Development: A Spatial Difference-in-Difference Analysis Based on China’s Innovative City Pilot Policy," IJERPH, MDPI, vol. 19(13), pages 1-19, June.
  28. Brian J. Reich & Shu Yang & Yawen Guan & Andrew B. Giffin & Matthew J. Miller & Ana Rappold, 2021. "A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications," International Statistical Review, International Statistical Institute, vol. 89(3), pages 605-634, December.
  29. Chagas, André L.S. & Azzoni, Carlos R. & Almeida, Alexandre N., 2016. "A spatial difference-in-differences analysis of the impact of sugarcane production on respiratory diseases," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 24-36.
  30. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
  31. Benjamin A. Jones, 2020. "Labor Market Impacts of Deforestation Caused by Invasive Species Spread," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 77(1), pages 159-190, September.
  32. Jiafeng Gu, 2021. "Effects of Patent Policy on Outputs and Commercialization of Academic Patents in China: A Spatial Difference-in-Differences Analysis," Sustainability, MDPI, vol. 13(23), pages 1-17, December.
  33. Weiwei Yang & Jiaru Kang & Zhiyuan Ge, 2022. "The Impact of the Upgrading of High-tech Zones on the Total Factor Productivity of Enterprises: Evidence from Guasi-natural Experiments," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 12(1), pages 1-7.
  34. Alves, Pedro Jorge & Lima, Ricardo Carvalho de Andrade & Emanuel, Lucas, 2022. "Natural disasters and establishment performance: Evidence from the 2011 Rio de Janeiro Landslides," Regional Science and Urban Economics, Elsevier, vol. 95(C).
  35. Alonso, José M. & Andrews, Rhys & Jorda, Vanesa, 2019. "Do neighbourhood renewal programs reduce crime rates? Evidence from England," Journal of Urban Economics, Elsevier, vol. 110(C), pages 51-69.
  36. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
  37. Jones, Benjamin A., 2023. "Can invasive species lead to sedentary behavior? The time use and obesity impacts of a forest-attacking pest," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
  38. Alves, Pedro Jorge & Emanuel, Lucas & Pereira, Rafael Henrique Moreas, 2020. "The causal effect of road concessions on road safety," SocArXiv rqew3, Center for Open Science.
  39. Du, Yanan & Zhou, Jianping & Bai, Jiancheng & Cao, Yujia, 2023. "Breaking the resource curse: The perspective of improving carbon emission efficiency based on digital infrastructure construction," Resources Policy, Elsevier, vol. 85(PB).
  40. Toshihiro Okubo & Eric Strobl, 2021. "Natural disasters, firm survival, and growth: Evidence from the Ise Bay Typhoon, Japan," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 944-970, November.
  41. Felix L. Friedt, 2021. "Natural disasters, aggregate trade resilience, and local disruptions: Evidence from Hurricane Katrina," Review of International Economics, Wiley Blackwell, vol. 29(5), pages 1081-1120, November.
  42. Schmidt, Adam & Bardaka, Eleni & Thill, Jean-Claude, 2022. "Causal, spatiotemporal impacts of transit investments: Exploring spatial heterogeneity from announcement through long-run operation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 161(C), pages 151-169.
  43. Bardaka, Eleni & Delgado, Michael S. & Florax, Raymond J.G.M., 2019. "A spatial multiple treatment/multiple outcome difference-in-differences model with an application to urban rail infrastructure and gentrification," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 325-345.
  44. Guanyi Yu & Chunliang Xiu & Changsong Zhao & Zhengliang Ding, 2018. "Strategic Cross-Border Water Pollution in Songliao Basin," Sustainability, MDPI, vol. 10(12), pages 1-19, December.
  45. Chabé-Ferret, Sylvain & Reynaud, Arnaud & Tène, Eva, 2021. "Water Quality, Policy Diffusion Effects and Farmers’ Behavior," TSE Working Papers 21-1229, Toulouse School of Economics (TSE).
  46. Eric P. Baumer & Min Xie, 2023. "Federal-Local Partnerships on Immigration Law Enforcement: Are the Policies Effective in Reducing Violent Victimization?," Working Papers 23-18, Center for Economic Studies, U.S. Census Bureau.
  47. Lívia Madeira Triaca & Felipe Garcia Ribeiro & César Augusto Oviedo Tejada, 2021. "Mosquitoes, birth rates and regional spillovers: Evidence from the Zika epidemic in Brazil," Papers in Regional Science, Wiley Blackwell, vol. 100(3), pages 795-813, June.
  48. Shinya Fukui, 2020. "The effect of deregulation of the "Act concerning the Industry Restriction"," Discussion Papers 2002, Graduate School of Economics, Kobe University.
  49. Ibraeva, Anna & Van Wee, Bert & Correia, Gonçalo Homem de Almeida & Pais Antunes, António, 2021. "Longitudinal macro-analysis of car-use changes resulting from a TOD-type project: The case of Metro do Porto (Portugal)," Journal of Transport Geography, Elsevier, vol. 92(C).
  50. Marynia Kolak & Luc Anselin, 2020. "A Spatial Perspective on the Econometrics of Program Evaluation," International Regional Science Review, , vol. 43(1-2), pages 128-153, January.
  51. Alves, Pedro Jorge & Emanuel, Lucas & Pereira, Rafael H.M., 2021. "Highway concessions and road safety:Evidence from Brazil," Research in Transportation Economics, Elsevier, vol. 90(C).
  52. John Murray & Eleni Bardaka, 2022. "Evaluating the spatial and temporal distribution of beltway effects on housing prices using difference-in-differences methods," Transportation, Springer, vol. 49(6), pages 1963-1998, December.
  53. Zhang, Shaopeng & Wang, Xiaohong, 2022. "Does innovative city construction improve the industry–university–research knowledge flow in urban China?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  54. Wang, Zheng-Xin & Jv, Yue-Qi, 2022. "A smooth difference-in-differences model for assessing gradual policy effects: Revisiting the impact of banking deregulation on income distribution," Finance Research Letters, Elsevier, vol. 50(C).
  55. Robert Calvert Jump & Adam Scavette, 2022. "The Labor Market Effects of Place-Based Policies: Evidence from England’s Neighbourhood Renewal Fund," Working Paper 22-02, Federal Reserve Bank of Richmond.
  56. Comber, Sam & Arribas-Bel, Dani, 2017. "“Waiting on the train”: The anticipatory (causal) effects of Crossrail in Ealing," Journal of Transport Geography, Elsevier, vol. 64(C), pages 13-22.
  57. Chloé Duvivier & Claire Bussière, 2022. "The contingent nature of broadband as an engine for business startups in rural areas," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1329-1357, November.
  58. Zhang, Yaoyu & Liu, Jin & Wang, Bo, 2022. "The impact of High-Speed Rails on urban expansion: An investigation using an SDID with dynamic effects method," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
  59. Bełej, Mirosław & Cellmer, Radosław & Foryś, Iwona & Głuszak, Michał, 2023. "Airports in the urban landscape: externalities, stigmatization and housing market," Land Use Policy, Elsevier, vol. 126(C).
  60. Butts, Kyle, 2023. "JUE Insight: Difference-in-differences with geocoded microdata," Journal of Urban Economics, Elsevier, vol. 133(C).
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