Tarefa causcibench_real.q021

Veredito

Pergunta feita ao analista

Does providing monetary incentives lead individuals to obtain their HIV test results?

Valores esperados e de onde vêm

Verificações

Caminho de referência e caminho do agente

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Trajetória

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1. 0Início

   Does providing monetary incentives lead individuals to obtain their HIV test results?

   thornton_the_demand (agent)

   This dataset comes from a randomized field experiment conducted in rural Malawi between May and August 2004, as part of the Malawi Diffusion and Ideational Change Project (MDICP). The MDICP is a long-term study involving approximately 120 villages across three districts: Rumphi, Mchinji, and Balaka. As part of the program, respondents were offered a free HIV test administered at home. To encourage participants to collect their test results, they were randomly given vouchers of varying value, redeemable at nearby voluntary counseling and testing (VCT) centers. Voucher amounts were determined by drawing tokens from a bag. Researchers then recorded whether participants retrieved their results from the assigned VCT center. Variables: site: Region of Malawi where the study was conducted (1 = Mchinji, 2 = Balaka, 3 = Rumphi) rumphi: Indicator for living in Rumphi district balaka: Indicator for living in Balaka district villnum: Village ID survey2004: Indicator for completing the 2004 baseline survey got: Indicator for whether the respondent obtained their HIV test result zone: Identifier for the VCT center assigned to the respondent distvct: Distance (in kilometers) to the assigned VCT center tinc: Total incentive value in Malawi Kwacha Ti: Discrete incentive level category (e.g., 0; 10-50; 60-100; 110-200; 210-300 Malawi Kwacha) any: Indicator for receiving a positive-valued incentive under: Indicator for living within 1.5 km of the assigned VCT center over: Indicator for living more than 1.5 km from the assigned VCT center simaverage: Simulated average distance to a VCT center (based on randomly drawn household locations) age: Respondent's age in 2004 male: Indicator for male respondents hiv2004: HIV test result in 2004 (-1 indicates indeterminate result)

   file 2bdbdab798a2f6566ff2fa4d7bbb107f6b2a6c04b3056eb619f01bc77d0466d4 · frame —
2. 1Turno do modelo
   call_543da950referenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

   Texto visível

   causcibench_metadata_rule/1: ols

   Chamadas pedidas

   • infer.ols

     {
       "controls": [
         "male",
         "hiv2004",
         "age",
         "rumphi",
         "balaka"
       ],
       "dataset": "thornton_the_demand",
       "x": [
         "any"
       ],
       "y": "got"
     }

   Mensagens (formato neutro)Instruções do sistemaFerramentas oferecidas
3. 2Ferramenta
   infer.olsv0.1.0call_a5efd25ddecidido pelo modeloreexecutável

   Motivo: causcibench_metadata_rule/1: ols

   Argumentos

   {
     "cluster": null,
     "controls": [
       "male",
       "hiv2004",
       "age",
       "rumphi",
       "balaka"
     ],
     "dataset": "thornton_the_demand",
     "fe": [],
     "intercept": true,
     "level": 0.95,
     "se": "HC1",
     "subset": null,
     "weights": null,
     "x": [
       "any"
     ],
     "y": "got"
   }

   Figuras call_a5efd25d

   Chave	Valor	Valor bruto	Erro-padrão	IC
   coef.any Coefficient on any in the regression of got	0,431106	0.4311055091994172	0,0214840.021484015658595184	0,388979 – 0,473232

   Diagnósticos

   • n_obs = 2.8122812
   • k = 77
   • r2 = 0,181080.1810796501222579
   • df_resid = 2.8052805
   • se_type = "HC1"
   • n_clusters = —

   Tabelas (1)

   {
     "coefficients": [
       {
         "ci_high": 0.45154027110586176,
         "ci_low": 0.3332069615046999,
         "coef": 0.39237361630528084,
         "p": 1.3958444274160907e-37,
         "se": 0.03017459753951478,
         "t": 13.003441580006251,
         "term": "Intercept"
       },
       {
         "ci_high": 0.4732315835087025,
         "ci_low": 0.3889794348901319,
         "coef": 0.4311055091994172,
         "p": 8.406235561579693e-84,
         "se": 0.021484015658595184,
         "t": 20.066337506458822,
         "term": "any"
       },
       {
         "ci_high": 0.019406147646756397,
         "ci_low": -0.042677061773921006,
         "coef": -0.011635457063582306,
         "p": 0.46241384680645004,
         "se": 0.015831010427616397,
         "t": -0.7349788010552276,
         "term": "male"
       },
       {
         "ci_high": 0.016664006094698064,
         "ci_low": -0.11767743102970571,
         "coef": -0.05050671246750382,
         "p": 0.14049590640747964,
         "se": 0.034256616431770213,
         "t": -1.4743637208916807,
         "term": "hiv2004"
       },
       {
         "ci_high": 0.003072074110505461,
         "ci_low": 0.0007836795202125089,
         "coef": 0.001927876815358985,
         "p": 0.0009658160476220703,
         "se": 0.0005835329545537755,
         "t": 3.3038010969461387,
         "term": "age"
       },
       {
         "ci_high": -0.09806301115025894,
         "ci_low": -0.17802484792881157,
         "coef": -0.13804392953953526,
         "p": 1.5604618997909583e-11,
         "se": 0.02039000051165227,
         "t": -6.77017783597638,
         "term": "rumphi"
       },
       {
         "ci_high": -0.0828615279180901,
         "ci_low": -0.156890724248302,
         "coef": -0.11987612608319605,
         "p": 2.4980730889322216e-10,
         "se": 0.018877197071279547,
         "t": -6.3503138538284345,
         "term": "balaka"
       }
     ]
   }

   Digests dos dados

   thornton_the_demand a41ec4eb81c162e73afdde537962f133576fbf0197169fd41c12ff55dd05e57f

   sha256 do resultado

   2c2b332b5a5ae735eea779d8648019b30d08292c241bec05b2a14353832d5458

   Resultado mostrado ao modelo
4. 3Turno do modelo
   call_8a24e7e3referenceFim: tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cache

   Chamadas pedidas

   • submit_answer (meta-ferramenta)

     {
       "answer": "Estimativa (infer.ols): coef.any = 0,4311.",
       "caveats": [],
       "figure_refs": [
         "call_a5efd25d:coef.any"
       ]
     }

   Mensagens (formato neutro)Instruções do sistemaFerramentas oferecidas
5. 4Guarda
   resposta aceita

   Números encontrados

   0,4311

   Sem lastro

   —

   Não citados

   —

   1 nova(s) tentativa(s) restante(s)
6. 5Resposta

   Estimativa (infer.ols): coef.any = 0,4311.

   Figuras citadas: call_a5efd25d:coef.any · Parada: answered

   Figura da resposta: call_a5efd25d:coef.any = 0,4311060.4311055091994172 (se 0,0214840.021484015658595184)
7. 6Pontuação
   #0resposta com lastropassouobrigatóriaevery number backed
8. 7Pontuação
   #1figura da resposta próximapassouobrigatória0.4311055092 vs 0.431

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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