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Adams-Prassl, A.; T. Boneva; M. Golin; C. Rauh (2020): Inequality in the Impact of the Coronavirus Shock: Evidence from Real Time Surveys. Journal of Public Economics 189, ISSN 0047-2727.Adams-PrasslA.BonevaT.GolinM.RauhC.2020Inequality in the Impact of the Coronavirus Shock: Evidence from Real Time Surveys189ISSN 0047-272710.1016/j.jpubeco.2020.104245Search in Google Scholar
Alberola, E.; Y. Arslan; G. Cheng; R. Moessner (2021): Fiscal Response to the COVID-19 Crisis in Advanced and Emerging Market Economies. Pacific Economic Review 26(4), 459-468.AlberolaE.ArslanY.ChengG.MoessnerR.2021Fiscal Response to the COVID-19 Crisis in Advanced and Emerging Market Economies26445946810.1111/1468-0106.12370Search in Google Scholar
Alon, T.; M. Doepke; J. Olmstead-Rumse; M. Tertilt (2020): The Impact of COVID-19 on Gender Equality, NBER Working Paper Series, 26947.AlonT.DoepkeM.Olmstead-RumseJ.TertiltM.2020The Impact of COVID-19 on Gender Equality2694710.3386/w26947Search in Google Scholar
Alon, T.; S. Coskun; M. Doepke; D. Koll; M. Tertilt (2021): From Mancession to Shecession: Women’s Employment in Regular and Pandemic Recessions. NBER Working Paper Series, 28632.AlonT.CoskunS.DoepkeM.KollD.TertiltM.2021From Mancession to Shecession: Women’s Employment in Regular and Pandemic Recessions2863210.3386/w28632Search in Google Scholar
Apedo-Amah, M. C.; B. Avdiu; M. C. Xavier Cirera; E. Davies; A. Grover, L. Iacovone; U. Kilinc; Medvedec, D; Maduko, F. O; Poupakis, S; Torres, J; Tran, T. T. (2020). Businesses through the COVID-19 Shock: Firm-Level Evidence from around the World. Policy Research Working Paper 9434, World Bank.Apedo-AmahM. C.AvdiuB.Xavier CireraM. C.DaviesE.GroverA.IacovoneL.KilincU.MedvedecDMadukoF. OPoupakisSTorresJTranT. T.2020World BankSearch in Google Scholar
Bachas, P.; A. Brockmeyer; C. Semelet (2021): The Impact of COVID-19 on Formal Firms in Honduras: Evidence from Monthly Tax Returns, MTI Practice Notes 9L, World Bank.BachasP.BrockmeyerA.SemeletC.2021World BankSearch in Google Scholar
Banerjee, R.; A. Illes; E. Kharroubi; J.-M. Serena (2020): COVID-19 and Corporate Sector Liquidity. BIS Bulletin 10, Bank for International Settlements.BanerjeeR.IllesA.KharroubiE.SerenaJ.-M.2020Bank for International SettlementsSearch in Google Scholar
Baris, O. F.; R. Pelizzo (2020): Research Note: Governance Indicators Explain Discrepancies in COVID-19 data. World Affairs 183(3), 216-234.BarisO. F.PelizzoR.2020Research Note: Governance Indicators Explain Discrepancies in COVID-19 data183321623410.1177/0043820020945683Search in Google Scholar
Bartik, A. W.; M. Bertrand; F. Lin; J. Rothstein; M. Unrath (2020): Measuring the Labor Market at the Onset of the COVID-19 Crisis. NBER Working Paper No. 27613 July.BartikA. W.BertrandM.LinF.RothsteinJ.UnrathM.2020Measuring the Labor Market at the Onset of the COVID-19 Crisis10.3386/w27613Search in Google Scholar
Bircan, Ç.; R. De Haas; H. Schweiger; A. Stepanov (2020): Coronavirus Credit Support: Don’t Let Liquidity Lifelines Become a Golden Noose. VoxEU.org, 03 June.Bircan, Ç.De HaasR.SchweigerH.StepanovA.2020VoxEU.org03JuneSearch in Google Scholar
Bloom, N.; P. Bunn; S. Chen; P. Mizen; P. Smietanka; G, Thwaites (2019): The impact of Brexit on UK firms. NBER Working Paper 26218.BloomN.BunnP.ChenS.MizenP.SmietankaP.ThwaitesG2019The impact of Brexit on UK firms2621810.3386/w26218Search in Google Scholar
Borland, J.; A. Charlton (2020): The Australian Labour Market and the Early Impact of COVID-19: An Assessment. The Australian Economic Review 53, 297-324. doi: 10.1111/1467-8462.12386BorlandJ.CharltonA.2020The Australian Labour Market and the Early Impact of COVID-19: An Assessment5329732410.1111/1467-8462.12386Open DOISearch in Google Scholar
Bureau of Labor Statistics (2020): The Employment Situation, April.Bureau of Labor Statistics2020AprilSearch in Google Scholar
Campos, J.; N. R. Ericsson; D. F. Hendry (2005): Introduction: General to- Specific Modelling. Cheltenham, UK: Edward Elgar. 1-81.CamposJ.EricssonN. R.HendryD. F.2005Cheltenham, UKEdward Elgar181Search in Google Scholar
Cattaneo, M. D. (2010): Efficient Semiparametric Estimation of Multivalued Treatment Effects Under Ignorability. Journal of Econometrics 155(2), 138-154.CattaneoM. D.2010Efficient Semiparametric Estimation of Multivalued Treatment Effects Under Ignorability155213815410.1016/j.jeconom.2009.09.023Search in Google Scholar
Cattaneo, M. D.; D. M. Drukker; A. D. Holland (2013): Estimation of Multivalued Treatment Effects Under Conditional Independence. Stata Journal 13(3), 407-450.CattaneoM. D.DrukkerD. M.HollandA. D.2013Estimation of Multivalued Treatment Effects Under Conditional Independence13340745010.1177/1536867X1301300301Search in Google Scholar
Chen, J.; Z. Cheng; K. Gong; J. Li (2020): Riding Out the COVID-19 Storm: How Government Policies Affect SMEs in China. Technical Report, SSRN.ChenJ.ChengZ.GongK.LiJ.2020Technical ReportSSRN10.2139/ssrn.3660232Search in Google Scholar
Chetty, R.; J. N. Friedman; N. Hendren; M. Stepner (2020): How Did COVID-19 and Stabilization Policies Affect Spending and Employment? A New Real-Time Economic Tracker Based on Private Sector Data, Working Paper 27431, National Bureau of Economic Research.ChettyR.FriedmanJ. N.HendrenN.StepnerM.2020National Bureau of Economic ResearchSearch in Google Scholar
Chien, L. C.; R. C. Lin (2020): COVID-19 Outbreak, Mitigation, and Governance in High Prevalent Countries, Annals of Global Health 86(1).ChienL. C.LinR. C.2020COVID-19 Outbreak, Mitigation, and Governance in High Prevalent Countries86110.5334/aogh.3011Search in Google Scholar
Cirera, X.; C. Marcio; E. Davies; A. Grover; L. Iacovone; J. E. Lopez Cordova; D. Medvedev; F. Okechukwu; G. Nayyar; S. R. Ortega; R. Torres (2021): Policies to Support Businesses through the COVID-19 Shock: A Firm-Level Perspective. World Bank Policy Research Working Paper 9506.CireraX.MarcioC.DaviesE.GroverA.IacovoneL.Lopez CordovaJ. E.MedvedevD.OkechukwuF.NayyarG.OrtegaS. R.TorresR.2021Policies to Support Businesses through the COVID-19 Shock: A Firm-Level Perspective950610.1596/1813-9450-9506Search in Google Scholar
Cororaton, A.; S. Rosen (2020): Public Firm Borrowers of the US Paycheck Protection Program. Covid Economics: Vetted and Real-Time Papers 15, 7 May.CororatonA.RosenS.2020Public Firm Borrowers of the US Paycheck Protection Program157May10.2139/ssrn.3590913Search in Google Scholar
Costa Dias, M.; R. Joyce; F. Postel-Vinay; X. Xu (2020): The Challenges for Labour Market Policy During the COVID-19 Pandemic. Fiscal Studies 41, 371-382.Costa DiasM.JoyceR.Postel-VinayF.XuX.2020The Challenges for Labour Market Policy During the COVID-19 Pandemic4137138210.1111/1475-5890.12233Search in Google Scholar
Cui, W.; J. Hicks; M. Norton (2020): How Well-Targeted are Payroll Tax Cuts as a Response to COVID- 19? Evidence from China. Technical Report, SSRN.CuiW.HicksJ.NortonM.2020Technical ReportSSRN10.2139/ssrn.3686345Search in Google Scholar
Dai, R.; H. Feng; J. Hu; Q. Jin; H. Li; W. Ranran; R. Wang; L. Xu; Zhang, X. Z. (2020): The Impact of Covid-19 on Small and Medium-Sized Enterprises: Evidence from Two-Wave Phone Surveys in China. Working Paper, Center for Global Development, September.DaiR.FengH.HuJ.JinQ.LiH.RanranW.WangR.XuL.ZhangX. Z.2020Working PaperCenter for Global DevelopmentSeptember10.1016/j.chieco.2021.101607Search in Google Scholar
De Marco, F. (2020): Public Guarantees for Small Businesses in Italy During COVID-19. Technical Report, SSRN.De MarcoF.2020Technical ReportSSRN10.2139/ssrn.3604114Search in Google Scholar
De Vito, A.; J.-P. Gomez (2020): COVID-19: Preventing A Corporate Cash Crunch Among Listed Firms, M VoxEU.org, 29 March.De VitoA.GomezJ.-P.2020M VoxEU.org29MarchSearch in Google Scholar
Donthu, N.; A. Gustafsson (2020): Effects of COVID-19 on Business and Research. Journal of Business Research 117, 284-289.DonthuN.GustafssonA.2020Effects of COVID-19 on Business and Research11728428910.1016/j.jbusres.2020.06.008Search in Google Scholar
Fairlie, R. W. (2020a): The Impact of Covid-19 on Small Business Owners: Evidence of Early-Stage Losses from the April 2020 Current Population Survey. National Bureau of Economic Research. Working Paper 27309.FairlieR. W.2020aNational Bureau of Economic ResearchWorking Paper2730910.3386/w27309Search in Google Scholar
Fairlie, R. W. (2020b): The Impact of Covid-19 on Small Business Owners: The First Three Months after Social Distancing Restrictions. Working Paper 27462, National Bureau of Economic Research.FairlieR. W.2020bWorking Paper27462National Bureau of Economic Research10.3386/w27462Search in Google Scholar
Frey, C.; G. P. Chen (2020): Democracy, Culture and Contagion: Political Regimes and Countries Responsiveness to Covid-19. 1-20.FreyC.ChenG. P.2020120Search in Google Scholar
Furceri, D.; S. Kothari; L. Zhang (2021): The Effects of COVID-19 Containment Measures on the Asia-Pacific Region. Pacific Economic Review 26(4), 469-497.FurceriD.KothariS.ZhangL.2021The Effects of COVID-19 Containment Measures on the Asia-Pacific Region26446949710.1111/1468-0106.12369Search in Google Scholar
Granja, J.; C. Makridis; C. Yannelis; E. Zwick (2020): Did the Pay-Check Protection Program Hit the Target? Technical Report, NBER.GranjaJ.MakridisC.YannelisC.ZwickE.2020Technical ReportNBER10.3386/w27095Search in Google Scholar
Guerrieri, V.; G. Lorenzoni; L. Straub; I. Werning (2020): Implications of COVID-19: Can Negative Supply Shocks Cause Demand Shortages. Technical Report, NBER.GuerrieriV.LorenzoniG.StraubL.WerningI.2020Technical ReportNBER10.3386/w26918Search in Google Scholar
Hirano, K.; G. W. Imbens; G. Ridder (2003): Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score. Econometrica 71(4), 1161-1189.HiranoK.ImbensG. W.RidderG.2003Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score7141161118910.3386/t0251Search in Google Scholar
Hoover, K. D.; S. J. Perez (1999): Data Mining Reconsidered: Encompassing and the General-to-Specific Approach to Specification Search. The Econometrics Journal 2(2), 167-191.HooverK. D.PerezS. J.1999Data Mining Reconsidered: Encompassing and the General-to-Specific Approach to Specification Search2216719110.1111/1368-423X.00025Search in Google Scholar
Humphries, J. E.; C. A. Neilson; G. Ulyssea (2020): Information Frictions and Access to the Pay-Check Protection Program. Journal of Public Economics 190: ISSN 104244.HumphriesJ. E.NeilsonC. A.UlysseaG.2020Information Frictions and Access to the Pay-Check Protection Program190ISSN 10424410.1016/j.jpubeco.2020.104244Search in Google Scholar
Khamis, M.; D., Prinz; D. Newhouse; A. Palacios-Lopez; U. Pape; M. Weber (2021): The Early Labor Market Impacts of COVID-19 in Developing Countries: Evidence from High-Frequency Phone Surveys. Jobs Working Paper; No. 58. World Bank, Washington, DC.KhamisM.D.PrinzNewhouseD.Palacios-LopezA.PapeU.WeberM.2021Jobs Working Paper58World BankWashington, DC10.1596/35044Search in Google Scholar
King, G.; R. Nielsen (2019): Why Propensity Scores Should Not Be Used for Matching. Political Analysis 27, 4.KingG.NielsenR.2019Why Propensity Scores Should Not Be Used for Matching27410.1017/pan.2019.11Search in Google Scholar
Kozeniauskas, N.; P. Moreira; C. Santos (2020): Covid-19 and Firms: Productivity and Government Policies. Technical Report, CEPR.KozeniauskasN.MoreiraP.SantosC.2020Technical ReportCEPRSearch in Google Scholar
Mondrogon, J., M. T. Tavares (2021): How to Reduce COVID-19’s Unequal Effects Across Workers. IMF Blog, 1 June.MondrogonJ.TavaresM. T.2021How to Reduce COVID-19’s Unequal Effects Across Workers1JuneSearch in Google Scholar
Neilson, C.; M. E. Guerrero; J. E. Humphries; N. Shimberg; U. Gabriela (2021): Small Firms and the Pandemic: Evidence from Latin America, Working Paper No.: 651, Princeton University Industrial Relations Section October, http://arks.princeton.edu/ark:/88435/dsp01g732dd130.NeilsonC.GuerreroM. E.HumphriesJ. E.ShimbergN.GabrielaU.2021http://arks.princeton.edu/ark:/88435/dsp01g732dd130Search in Google Scholar
Nicholas, B.; R. S. Fletcher; E. Yeh (2021): The Impact of Covid-19 on US Firms NBER Working Paper 28314. http://www.nber.org/papers/w28314NicholasB.FletcherR. S.YehE.2021http://www.nber.org/papers/w28314Search in Google Scholar
Osada, M.; K. Otaka; S. Kojima; R. Hirano; G. Suzuki; N. Sudo (2021): Quantifying the Impact of the COVID-19 Pandemic on Firms’ Default Probability in Japan. VoxEU.org, 26 January.OsadaM.OtakaK.KojimaS.HiranoR.SuzukiG.SudoN.2021VoxEU.org26JanuarySearch in Google Scholar
Schivardi, F.; G. Romano (2020): A Simple Method to Estimate Firms’ Liquidity Needs During the COVID-19 Crisis with an Application to Italy. COVID Economics.SchivardiF.RomanoG.2020A Simple Method to Estimate Firms’ Liquidity Needs During the COVID-19 Crisis with an Application to ItalySearch in Google Scholar
Serikbayeva, B.; K. Abdulla; Y. Oskenbayev (2020): State Capacity in Responding to COVID-19. MPRA Paper 101511.SerikbayevaB.AbdullaK.OskenbayevY.2020State Capacity in Responding to COVID-1910151110.1080/01900692.2020.1850778Search in Google Scholar
Webster, A.; Khorana, S.; Pastore, F. (2021): The labour market impact of COVID-19: early evidence for a sample of enterprises from Southern Europe", International Journal of Manpower, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJM-04-2021-0222.WebsterA.KhoranaS.PastoreF.2021The labour market impact of COVID-19: early evidence for a sample of enterprises from Southern EuropeVol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJM-04-2021-022210.1108/IJM-04-2021-0222Search in Google Scholar
WTO (2020): Helping MSMEs Navigate the COVID-10 Crisis. Information Note, 3 June. Geneva; WTO.WTO2020Information Note3JuneGenevaWTOSearch in Google Scholar
Zellner, A. (1963): Estimators for Seemingly Unrelated Regression Equations: Some Exact Finite Sample Results. Journal of the American Statistical Association 58(304), 977-992.ZellnerA.1963Estimators for Seemingly Unrelated Regression Equations: Some Exact Finite Sample Results5830497799210.1080/01621459.1963.10480681Search in Google Scholar