{"args":{"cluster":"villnum","controls":["hiv2004","male","age","age2","rumphi","balaka"],"dataset":"thornton","fe":[],"subset":"MainSample == 1","x":["any"],"y":"got"},"checks":[{"abs_tol":2.2903775310708542e-08,"bind":"any","column":null,"failure_class":null,"field":"value","interval":false,"key":"coef.any","kind":"figure_close","min_lre":null,"note":"software reference","open_interval":false,"rel_tol":1e-06,"required":true,"source_id":"thornton_2008.tab4_c1.software","table":null,"tool":"infer.ols","value":0.4314844809690622,"weight":1.0,"where":null},{"abs_tol":2.2903775310708542e-08,"bind":"any","column":null,"failure_class":null,"field":"se","interval":false,"key":"coef.any","kind":"figure_close","min_lre":null,"note":"software reference, SE","open_interval":false,"rel_tol":1e-06,"required":true,"source_id":"thornton_2008.tab4_c1.software","table":null,"tool":"infer.ols","value":0.022903775310708543,"weight":1.0,"where":null},{"abs_tol":null,"bind":"any","column":null,"failure_class":null,"field":"value","interval":false,"key":"coef.any","kind":"figure_close","min_lre":null,"note":"published cell","open_interval":false,"rel_tol":null,"required":true,"source_id":"thornton_2008.tab4_c1.paper","table":null,"tool":"infer.ols","value":0.431,"weight":1.0,"where":null},{"abs_tol":null,"bind":"any","column":null,"failure_class":null,"field":"se","interval":false,"key":"coef.any","kind":"figure_close","min_lre":null,"note":"published cell, SE","open_interval":false,"rel_tol":null,"required":true,"source_id":"thornton_2008.tab4_c1.paper","table":null,"tool":"infer.ols","value":0.023,"weight":1.0,"where":null}],"datasets":{"thornton":{"columns":null,"description":"Thornton's (2008) Malawi HIV-results experiment, as distributed with 'Causal Inference: The Mixtape' (thornton_hiv.dta): one row per respondent of the 2004 survey (4,820 rows, 133 columns; most are interactions not needed here). Columns used by the paper's main tables: villnum, village identifier (incentives were randomized to individuals within villages); site, district (1 Mchinji, 2 Balaka, 3 Rumphi); rumphi and balaka, 1 for respondents in those districts; got, 1 if the respondent went to the results centre and learned the HIV test result; any, 1 if the respondent was offered any nonzero monetary incentive; tinc, the value of the incentive offered; distvct, distance from home to the assigned results centre (km); under and over, 1 if that distance is under or over 1.5 km; simaverage, simulated average distance; hiv2004, 1 if HIV positive (0 negative; -1 or missing when not tested); test2004, 1 if tested in 2004; male, 1 for men; age, in years; age2, age squared; MainSample, 1 for the paper's main analysis sample (tested, with demographic data) and missing otherwise.","file_sha256":"1e05f2cda26106ca979ad70319cae69c237f9fd3369e429d86a4ec5062afb949","format":"dta","frame_sha256":null,"generator":null,"kind":"file","licence":"No licence stated (mixtape repository; original data openICPSR 113268); fetched, not redistributed.","member":null,"object":null,"params":{},"path":null,"read_kw":{},"records":null,"role":"agent","sha256":"1e05f2cda26106ca979ad70319cae69c237f9fd3369e429d86a4ec5062afb949","transforms":[],"url":"https://raw.githubusercontent.com/scunning1975/mixtape/ca4279a87a6f0759f6b6f02841a53bdd68e27d3c/thornton_hiv.dta"}},"difficulty":"E","id":"paper_repro.thornton_2008.tab4_c1.tool","level":"T1","meta":{"acceptable_tools":["infer.ols","infer.ate","infer.neyman"],"cluster":"thornton_2008","contamination":{"benchmark_first_public":"2008-12","gold_in_public_repo":true,"model_reported_cutoff":null,"url":"https://doi.org/10.1257/aer.98.5.1829"},"expected_tool":"infer.ols","family":"rct","kind":"tool","known_deviation":null,"locator":"Table 4 (Impact of monetary incentives and distance on learning HIV test results; dependent variable: attendance at HIV results centers), column (1) OLS, row 'Any incentive'","n_published":2812,"paper":"thornton_2008","se_policy":{"basis":"The Table 4 notes say 'robust standard errors clustered by village (for 119 villages) with district fixed effects in parentheses'; the T2 question states it.","convention":"cluster-robust by village, CR1 (Stata regress, cluster(villnum)): G/(G-1)\u00b7(N-1)/(N-K)","never_required":false,"stated_in_question":true},"target":"tab4_c1","trap_tools":[]},"question":"","requires":[],"runner":null,"sources":["thornton_2008.tab4_c1.paper","thornton_2008.tab4_c1.software"],"split":"public","suite":"paper_repro","tags":["paper_repro","thornton_2008","rct"],"target":"tool","tool":"infer.ols","truth":"Thornton, R. L. (2008). The Demand for, and Impact of, Learning HIV Status. American Economic Review 98(5): 1829-1863. Table 4 (Impact of monetary incentives and distance on learning HIV test results; dependent variable: attendance at HIV results centers), column (1) OLS, row 'Any incentive' (source thornton_2008.tab4_c1.paper); software reference thornton_2008.tab4_c1.software: statsmodels 0.15.0: the reference specification of thornton_2008 tab4_c1 (infer.ols, figure 'coef.any') on an independent code path"}