Tarefa paper_repro.kessler_roth_2014.t18_2_twfe.agent

Veredito

Pergunta feita ao analista

Kessler and Roth (2014), as replicated in Huntington-Klein's The Effect (2021), chapter 18, Table 18.2 (a textbook replication, not a table of the paper): California switched the organ-donor question on its driver's licence form to active-choice phrasing in July 2011. Using the quarterly state panel from the fourth quarter of 2010 to the first quarter of 2012, estimate the difference-in-differences effect of active-choice phrasing on the share of people registering as organ donors by a two-way fixed effects regression with state and quarter fixed effects, where the treatment is being California in a quarter after the change, with standard errors clustered by state. Report the coefficient on the treatment.

Valores esperados e de onde vêm

Verificações

Caminho de referência e caminho do agente

A chamada de referência ao lado da chamada que deu a resposta, argumento por argumento.

Trajetória

Cada evento na ordem em que aconteceu: turnos do modelo, chamadas de ferramentas, guardas, transformações e pontuação.

1. 0Início

   Kessler and Roth (2014), as replicated in Huntington-Klein's The Effect (2021), chapter 18, Table 18.2 (a textbook replication, not a table of the paper): California switched the organ-donor question on its driver's licence form to active-choice phrasing in July 2011. Using the quarterly state panel from the fourth quarter of 2010 to the first quarter of 2012, estimate the difference-in-differences effect of active-choice phrasing on the share of people registering as organ donors by a two-way fixed effects regression with state and quarter fixed effects, where the treatment is being California in a quarter after the change, with standard errors clustered by state. Report the coefficient on the treatment.

   organ_donations (agent)

   The organ donation panel of Kessler and Roth (2014) as distributed in the causaldata package and used in Huntington-Klein's The Effect, chapter 18: one row per U.S. state and quarter, from the fourth quarter of 2010 to the first quarter of 2012 (27 states, 6 quarters). California changed the organ-donor question on its driver's licence form to active-choice phrasing in July 2011 (the third quarter of 2011); the other states did not change theirs. Columns: rownames, the row number; State, the state's name; Quarter, the quarter as text (Q42010, Q12011, Q22011, Q32011, Q42011, Q12012); Quarter_Num, the quarter as a number from 1 (Q42010) to 6 (Q12012); Rate, the organ donor registration rate (the share of people registering as donors); and the book's construction of the treatment: California, 1 for California; After, 1 for the quarters after the change (Quarter_Num above 3: Q32011, Q42011 and Q12012); Treated, California times After.

   file b758f11dd4f32c404877bc0b79a09b09d6e074318d2f91030060c9adb26fe56a · frame —

   1. derive {"args":{"cmp":"eq","column":"State","value":"California"},"name":"California","op":"indicator"}
   2. derive {"args":{"cmp":"gt","column":"Quarter_Num","value":3},"name":"After","op":"indicator"}
   3. derive {"args":{"columns":["California","After"]},"name":"Treated","op":"product"}
2. 1Transformação
   organ_donations · derive {"args":{"cmp":"eq","column":"State","value":"California"},"name":"California","op":"indicator"}

   162 → 162 linhas

   Frame antes → depois: 66a839324c71 → 20bef437811a
3. 2Transformação
   organ_donations · derive {"args":{"cmp":"gt","column":"Quarter_Num","value":3},"name":"After","op":"indicator"}

   162 → 162 linhas

   Frame antes → depois: 20bef437811a → fa0dbe02ae97
4. 3Transformação
   organ_donations · derive {"args":{"columns":["California","After"]},"name":"Treated","op":"product"}

   162 → 162 linhas

   Frame antes → depois: fa0dbe02ae97 → 2c3e5c0fb179
5. 4Turno do modelo
   call_e3e35afareferenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

   Texto visível

   The Effect, Table 18.2: two-way fixed effects regression of the donor registration rate on Treated with state and quarter fixed effects, errors clustered by state (feols(Rate ~ Treated | State + Quarter, vcov = ~State)).

   Chamadas pedidas

   • infer.twfe

     {
       "dataset": "organ_donations",
       "time": "Quarter_Num",
       "treat": "Treated",
       "unit": "State",
       "y": "Rate"
     }

   Mensagens (formato neutro)Instruções do sistemaFerramentas oferecidas
6. 5Ferramenta
   infer.twfev0.1.0call_9a04d5dadecidido pelo modeloreexecutável

   Motivo: The Effect, Table 18.2: two-way fixed effects regression of the donor registration rate on Treated with state and quarter fixed effects, errors clustered by state (feols(Rate ~ Treated | State + Quarter, vcov = ~State)).

   Argumentos

   {
     "covariates": [],
     "dataset": "organ_donations",
     "level": 0.95,
     "time": "Quarter_Num",
     "treat": "Treated",
     "unit": "State",
     "y": "Rate"
   }

   Figuras call_9a04d5da

   Chave	Valor	Valor bruto	Erro-padrão	IC
   coef.Treated TWFE coefficient on Treated for Rate	-0,022459	-0.022458974358974378	0,00601590.006015900729523345	-0,0342499 – -0,010668

   Diagnósticos

   • staggered = false
   • n_adoption_dates = 11
   • treatment_reversals = false
   • n_units = 2727
   • n_periods = 66
   • n_obs = 162162
   • se_type = "cluster"
   • n_clusters = 2727

   Digests dos dados

   organ_donations 2c3e5c0fb1799ed60b282e41e0f6e4dda1b1a1f9704c871775e013e3a18c8c59

   sha256 do resultado

   b937ff2cbe16b5ff92fbdace7d7d05372556ebddbe2dbf2fe87acd87b2942dbd

   Resultado mostrado ao modelo
7. 6Turno do modelo
   call_80409208referenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

   Chamadas pedidas

   • submit_answer (meta-ferramenta)

     {
       "answer": "Estimativa (infer.twfe): coef.Treated = -0,02246.",
       "caveats": [],
       "figure_refs": [
         "call_9a04d5da:coef.Treated"
       ]
     }

   Mensagens (formato neutro)Instruções do sistemaFerramentas oferecidas
8. 7Guarda
   resposta aceita

   Números encontrados

   -0,02246

   Sem lastro

   —

   Não citados

   —

   1 nova(s) tentativa(s) restante(s)
9. 8Resposta

   Estimativa (infer.twfe): coef.Treated = -0,02246.

   Figuras citadas: call_9a04d5da:coef.Treated · Parada: answered

   Figura da resposta: call_9a04d5da:coef.Treated = -0,022459-0.022458974358974378 (se 0,00601590.006015900729523345)
10. 9Pontuação
    #0resposta com lastropassouobrigatóriaevery number backed
11. 10Pontuação
    #1figura da resposta escolhidapassouobrigatóriaanswer figure call_9a04d5da:coef.Treated (infer.twfe)
12. 11Pontuação
    #2ferramenta chamadapassouobrigatóriaanswer call is infer.twfe
13. 12Pontuação
    #3argumento igualpassouobrigatóriainfer.twfe.y = 'Rate'
14. 13Pontuação
    #4argumento igualpassouobrigatóriainfer.twfe.treat = 'Treated'
15. 14Pontuação
    #5diagnósticopassouobrigatória162 vs 162
16. 15Pontuação
    #6figura da resposta próximapassouobrigatória-0.02245897436 vs -0.022458974358974367
17. 16Pontuação
    #7figura da resposta próximapassouobrigatória0.00601590073 vs 0.0060159007295233465
18. 17Pontuação
    #8figura da resposta próximapassouregistrada-0.02245897436 vs -0.022
19. 18Pontuação
    #9figura da resposta próximapassouregistrada0.00601590073 vs 0.006

Épocas × verificações

Tentativas

Cada tentativa é seu próprio arquivo e é publicada; só a última de cada época é pontuada.

• época 1, tentativa 1passoupontuada(exibindo)

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