{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,22]],"date-time":"2024-07-22T21:17:48Z","timestamp":1721683068336},"reference-count":57,"publisher":"Wiley","issue":"5","license":[{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["J of Applied Econometrics"],"published-print":{"date-parts":[[2020,8]]},"abstract":"<jats:title>Summary<\/jats:title><jats:p>This paper proposes a nonparametric method for evaluating treatment effects in the presence of both treatment endogeneity and attrition\/non\u2010response bias, based on two instrumental variables. Using a discrete instrument for the treatment and an instrument with rich (in general continuous) support for non\u2010response\/attrition, we identify the average treatment effect on compliers as well as the total population under the assumption of additive separability of observed and unobserved variables affecting the outcome. We suggest non\u2010 and semiparametric estimators and apply the latter to assess the treatment effect of gym training, which is instrumented by a randomized cash incentive paid out conditional on visiting the gym, on self\u2010assessed health among students at a Swiss university. The measurement of health is prone to non\u2010response, which is instrumented by a cash lottery for participating in the follow\u2010up survey.<\/jats:p>","DOI":"10.1002\/jae.2764","type":"journal-article","created":{"date-parts":[[2020,4,14]],"date-time":"2020-04-14T23:44:47Z","timestamp":1586907887000},"page":"481-504","update-policy":"http:\/\/dx.doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Endogeneity and non\u2010response bias in treatment evaluation\u00a0\u2013\u00a0nonparametric identification of causal effects by instruments"],"prefix":"10.1002","volume":"35","author":[{"given":"Hans","family":"Fricke","sequence":"first","affiliation":[{"name":"Amazon, San Francisco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Markus","family":"Fr\u00f6lich","sequence":"additional","affiliation":[{"name":"Department of Economics University of\u00a0Mannheim  Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin","family":"Huber","sequence":"additional","affiliation":[{"name":"Department of Economics University of\u00a0Fribourg  Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Lechner","sequence":"additional","affiliation":[{"name":"Department of Economics University of St. Gallen  Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2020,6]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-4076(02)00201-4"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214501753381878"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/63.3.413"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.3386\/w16566"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1996.10476902"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.1093\/pan\/mpt013"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1162\/REST_a_00497"},{"key":"e_1_2_10_9_1","volume-title":"Average and quantile effects of training on employment and unemployment spells: A bounds analysis in the presence of censoring and noncompliance. (Working Paper)","author":"Blanco G.","year":"2016"},{"key":"e_1_2_10_10_1","first-page":"151","article-title":"The effect of incentives on response rates and panel attrition: Results of a controlled experiment","volume":"2","author":"Castiglioni L.","year":"2008","journal-title":"Survey Research Methods"},{"key":"e_1_2_10_11_1","doi-asserted-by":"publisher","DOI":"10.3982\/ECTA7416"},{"key":"e_1_2_10_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/07350015.2014.975229"},{"key":"e_1_2_10_13_1","unstructured":"DiNardo J. McCrary J. &Sanbonmatsu L.(2006).Constructive proposals for dealing with attrition: An empirical example Working Paper."},{"key":"e_1_2_10_14_1","doi-asserted-by":"publisher","DOI":"10.1080\/07350015.2017.1302880"},{"key":"e_1_2_10_15_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-985X.00626"},{"key":"e_1_2_10_16_1","doi-asserted-by":"publisher","DOI":"10.2307\/146433"},{"key":"e_1_2_10_17_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/86.2.365"},{"key":"e_1_2_10_18_1","unstructured":"Fricke H. Lechner M. &Steinmayr A.(2015).Effects of university sports and excercise on health and eductional outcomes: Evidence from a randomized experiment. mimeo University of St.\u00a0Gallen."},{"key":"e_1_2_10_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2006.06.004"},{"key":"e_1_2_10_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2014.896804"},{"key":"e_1_2_10_21_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2011.643719"},{"key":"e_1_2_10_22_1","doi-asserted-by":"publisher","DOI":"10.2307\/1914193"},{"key":"e_1_2_10_23_1","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v027.i05"},{"key":"e_1_2_10_24_1","first-page":"475","article-title":"The common structure of statistical models of truncation, sample selection, and limited dependent variables, and a simple estimator for such models","volume":"5","author":"Heckman J.","year":"1976","journal-title":"Annals of Economic and Social Measurement"},{"key":"e_1_2_10_25_1","doi-asserted-by":"publisher","DOI":"10.2307\/1912352"},{"key":"e_1_2_10_26_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-0262.00442"},{"key":"e_1_2_10_27_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1952.10483446"},{"key":"e_1_2_10_28_1","doi-asserted-by":"publisher","DOI":"10.1093\/poq\/nfx006"},{"key":"e_1_2_10_29_1","doi-asserted-by":"publisher","DOI":"10.3102\/1076998611411917"},{"key":"e_1_2_10_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/07474938.2013.806197"},{"key":"e_1_2_10_31_1","doi-asserted-by":"publisher","DOI":"10.1162\/REST_a_00450"},{"key":"e_1_2_10_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.spl.2007.05.015"},{"key":"e_1_2_10_33_1","doi-asserted-by":"publisher","DOI":"10.2307\/2951620"},{"key":"e_1_2_10_34_1","doi-asserted-by":"publisher","DOI":"10.1086\/694654"},{"key":"e_1_2_10_35_1","doi-asserted-by":"publisher","DOI":"10.1186\/1479-5868-7-40"},{"key":"e_1_2_10_36_1","doi-asserted-by":"publisher","DOI":"10.3982\/ECTA11974"},{"key":"e_1_2_10_37_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-937X.2009.00536.x"},{"key":"e_1_2_10_38_1","doi-asserted-by":"publisher","DOI":"10.3982\/ECTA14269"},{"key":"e_1_2_10_39_1","volume-title":"Statistical analysis with missing data","author":"Little R.","year":"1987"},{"key":"e_1_2_10_40_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1475-4932.2006.00328.x"},{"key":"e_1_2_10_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2018.04.007"},{"key":"e_1_2_10_42_1","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/5.2.207"},{"key":"e_1_2_10_43_1","doi-asserted-by":"publisher","DOI":"10.1162\/REST_a_00622"},{"key":"e_1_2_10_44_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0262.2004.00557.x"},{"key":"e_1_2_10_45_1","doi-asserted-by":"publisher","DOI":"10.1093\/poq\/nfv014"},{"key":"e_1_2_10_46_1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2458-13-813"},{"key":"e_1_2_10_47_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1994.10476818"},{"key":"e_1_2_10_48_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0037350"},{"key":"e_1_2_10_49_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/63.3.581"},{"key":"e_1_2_10_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2019.02.002"},{"key":"e_1_2_10_51_1","doi-asserted-by":"publisher","DOI":"10.1539\/joh.47.414"},{"key":"e_1_2_10_52_1","volume-title":"National job corps study: Methodological appendix on the short\u2010term impact analysis. (Mathematica Policy Research, report 8140\u2010520)","author":"Schochet P. Z.","year":"2000"},{"key":"e_1_2_10_53_1","unstructured":"Schwiebert J.(2012).Semiparametric estimation of a sample selection model in the presence of endogeneity. unpublished manuscript."},{"key":"e_1_2_10_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2010.03.039"},{"key":"e_1_2_10_55_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3324-9"},{"key":"e_1_2_10_56_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214505000001366"},{"key":"e_1_2_10_57_1","doi-asserted-by":"publisher","DOI":"10.1139\/h2012-070"},{"key":"e_1_2_10_58_1","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2009.0012"}],"container-title":["Journal of Applied Econometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fjae.2764","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/jae.2764","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/jae.2764","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/jae.2764","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,30]],"date-time":"2023-08-30T01:56:15Z","timestamp":1693360575000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/jae.2764"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6]]},"references-count":57,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2020,8]]}},"alternative-id":["10.1002\/jae.2764"],"URL":"https:\/\/doi.org\/10.1002\/jae.2764","archive":["Portico"],"relation":{},"ISSN":["0883-7252","1099-1255"],"issn-type":[{"value":"0883-7252","type":"print"},{"value":"1099-1255","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,6]]},"assertion":[{"value":"2019-05-17","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-03-17","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-06-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}