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Difference-in-differences techniques for spatial data: Local autocorrelation and spatial interaction

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Cited by:

  1. Ruonan Xu, 2023. "Difference-in-Differences with Interference," Papers 2306.12003, arXiv.org, revised May 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. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
  6. 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.
  7. 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.
  8. 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 Aug 2024.
  9. 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.
  10. 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.
  11. Xie, Lin & Wang, Shaozhuang & Yan, Lingxiao, 2024. "Distributional effects of expressway access on rural entrepreneurial activities in China," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
  12. 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).
  13. Marusca De Castris & Guido Pellegrini, 2015. "Neighborhood Effects On The Propensity Score Matching," Working Papers 0515, CREI Università degli Studi Roma Tre, revised 2015.
  14. 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.
  15. 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.
  16. 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.
  17. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
  18. 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.
  19. 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.
  20. 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.
  21. 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).
  22. 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.
  23. 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.
  24. Yan, Xiaolei & He, Taiyi, 2024. "Wish fulfilment or wishful thinking? – Assessing the outcomes of China's pilot carbon emissions trading scheme on green economy efficiency in China's cities," Energy Policy, Elsevier, vol. 192(C).
  25. 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).
  26. 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.
  27. 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.
  28. Buettner, Thiess & Poehnlein, Maximilian, 2024. "Tax competition effects of a minimum tax rate: Empirical evidence from German municipalities," Journal of Public Economics, Elsevier, vol. 236(C).
  29. 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).
  30. Shanxia Sun & Michael S. Delgado, 2024. "Local spatial difference-in-differences models: treatment correlations, response interactions, and expanded local models," Empirical Economics, Springer, vol. 67(5), pages 2077-2107, November.
  31. 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.
  32. 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.
  33. Alessandro Bucciol & Roberta Muri & Francesca Rossi, 2023. "Municipal Waste Policies and Spillover Effects," Working Papers 05/2023, University of Verona, Department of Economics.
  34. 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.
  35. Yilan Xu & Sébastien Box‐Couillard, 2024. "Social learning about climate risks," Economic Inquiry, Western Economic Association International, vol. 62(3), pages 1172-1191, July.
  36. 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.
  37. 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).
  38. 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.
  39. 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.
  40. Shinya Fukui, 2020. "The effect of deregulation of the "Act concerning the Industry Restriction"," Discussion Papers 2002, Graduate School of Economics, Kobe University.
  41. 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).
  42. 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).
  43. 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.
  44. 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.
  45. 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).
  46. 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).
  47. 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.
  48. 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).
  49. 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.
  50. Kaicheng Zhang & Kai Liu & Caihong Huang, 2024. "Cooperative Innovation Under the “Belt and Road Initiative” for Reducing Carbon Emissions: An Estimation Based on the Spatial Difference-in-Differences Model," Sustainability, MDPI, vol. 16(23), pages 1-32, November.
  51. Zhang, Dongyang, 2020. "Do credit squeezes influence firm survival? An empirical investigation of China," Economic Systems, Elsevier, vol. 44(3).
  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. Kyle Butts, 2021. "Difference-in-Differences Estimation with Spatial Spillovers," Papers 2105.03737, arXiv.org, revised Jun 2023.
  54. Fangsheng Liu & Jian Lin, 2024. "The Impact of High-Standard Farmland Construction Policies on the Carbon Emissions from Agricultural Land Use (CEALU)," Land, MDPI, vol. 13(5), pages 1-19, May.
  55. 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.
  56. 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.
  57. Nam Bui & Le Wen & Basil Sharp, 2024. "House Prices and Flood Risk Exposure: An Integration of Hedonic Property Model and Spatial Econometric Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 69(1), pages 100-131, July.
  58. 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.
  59. 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).
  60. 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).
  61. Song, Shuxin & Wen, Jun & Li, Yan & Li, Lingxiao, 2024. "How does digital economy affect green technological innovation in China? New evidence from the “Broadband China” policy," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1093-1112.
  62. 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.
  63. 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.
  64. Luo, Shiyue & Yu, Mengyao & Dong, Yilan & Hao, Yu & Li, Changping & Wu, Haitao, 2024. "Toward urban high-quality development: Evidence from more intelligent Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  65. 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.
  66. 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.
  67. Teemu Makkonen & Timo Mitze, 2023. "Vive le Tour!? Estimating the place‐based benefits of hosting the Tour de France," Journal of Regional Science, Wiley Blackwell, vol. 63(5), pages 1131-1161, November.
  68. 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.
  69. 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).
  70. 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).
  71. Butts, Kyle, 2023. "JUE Insight: Difference-in-differences with geocoded microdata," Journal of Urban Economics, Elsevier, vol. 133(C).
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