{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,26]],"date-time":"2026-09-26T15:08:08Z","timestamp":1790435288927,"version":"4.1.0"},"reference-count":42,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2018,10,28]],"date-time":"2018-10-28T00:00:00Z","timestamp":1540684800000},"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":[[2019,4]]},"abstract":"<jats:title>Summary<\/jats:title><jats:p>Different economic growth episodes display very different distributional characteristics, both across countries and over time. Growth is sometimes accompanied by rising and sometimes by falling inequality. Applied economists have come to rely on the growth incidence curve, which gives the quantile\u2010specific rate of income growth over a certain period, to describe these differences. This paper introduces a mean\u2010independent analogue, the delta Lorenz curve, which gives the cumulative change in income share up to each quantile. We also develop estimation and inference procedures for both functions of quantiles. We establish the limiting null distribution of the test statistics of interest for those functions, and propose resampling methods to implement inference in practice. The proposed methods are used to compare the growth processes in the USA and Brazil during 1995\u20132007. Although growth in the average real wages was disappointing in both countries, the distribution of that growth was markedly different. In the USA, wage growth was mediocre for the bottom 80% of the sample, but much more rapid for the top 20%. In Brazil, conversely, wage growth was rapid below the median, and negative at the top. Wage shares fell in the USA up to the 83rd percentile, and rose in Brazil up to the 65th percentile.<\/jats:p>","DOI":"10.1002\/jae.2663","type":"journal-article","created":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T04:00:59Z","timestamp":1540267259000},"page":"385-402","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Actual and counterfactual growth incidence and delta Lorenz curves: Estimation and inference"],"prefix":"10.1002","volume":"34","author":[{"given":"Francisco H.G.","family":"Ferreira","sequence":"first","affiliation":[{"name":"Development Research Group, The World Bank  Washington DC"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sergio","family":"Firpo","sequence":"additional","affiliation":[{"name":"Insper  Sao Paulo SP Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio F.","family":"Galvao","sequence":"additional","affiliation":[{"name":"Department of Economics University of Arizona  Tucson AZ"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2018,10,28]]},"reference":[{"key":"e_1_2_7_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-0262.00270"},{"key":"e_1_2_7_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7218(11)02410-5"},{"key":"e_1_2_7_4_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0262.2006.00671.x"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/0022-0531(70)90039-6"},{"key":"e_1_2_7_6_1","first-page":"134","volume-title":"Declining Inequality in Latin America: A Decade of Progress?","author":"Barros R.","year":"2010"},{"key":"e_1_2_7_7_1","doi-asserted-by":"crossref","unstructured":"Belloni A. Chernozhukov V. &Fernandez\u2010Val I.(2011).Conditional quantile processes based on series or many regressors. (Working paper).Boston MA: Boston University.","DOI":"10.2139\/ssrn.1908413"},{"key":"e_1_2_7_8_1","volume-title":"Delivering on the Promise of Pro\u2010Poor Growth","author":"Besley T.","year":"2007"},{"key":"e_1_2_7_9_1","doi-asserted-by":"publisher","DOI":"10.1257\/aer.96.4.988"},{"key":"e_1_2_7_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10888-010-9159-7"},{"key":"e_1_2_7_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10888-007-9063-y"},{"key":"e_1_2_7_12_1","volume-title":"The Microeconomics of Income Distribution Dynamics in East Asia and Latin America","author":"Bourguignon F.","year":"2005"},{"key":"e_1_2_7_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2009.09.023"},{"key":"e_1_2_7_14_1","first-page":"253","article-title":"Subsampling inference on quantile regression processes","volume":"67","author":"Chernozhukov V.","year":"2005","journal-title":"Sankhya"},{"key":"e_1_2_7_15_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0262.2005.00570.x"},{"key":"e_1_2_7_16_1","doi-asserted-by":"publisher","DOI":"10.2307\/2171954"},{"key":"e_1_2_7_17_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176342662"},{"key":"e_1_2_7_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-937X.00147"},{"key":"e_1_2_7_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2013.03.010"},{"key":"e_1_2_7_20_1","doi-asserted-by":"crossref","unstructured":"Engbom N. &Moser C.(2017).Earnings inequality and the minimum wage: Evidence from Brazil. (CESifo Working Paper Series No.\u00a06393).Munich Germany: CESifo Group.","DOI":"10.2139\/ssrn.2940013"},{"key":"e_1_2_7_21_1","doi-asserted-by":"crossref","unstructured":"Essama\u2010Nssah B. Paul S. &Bassole L.(2013).Accounting for heterogeneity in growth incidence in Cameroon using recentered influence function regression. (ECINEQ Working Paper No.\u00a0289).Rome Italy: Society for the Study of Economic Inequality.","DOI":"10.1093\/jae\/ejt009"},{"key":"e_1_2_7_22_1","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1093\/oxfordhb\/9780195393781.013.0014","volume-title":"Oxford Handbook of the Economics of Poverty","author":"Ferreira F. H. G.","year":"2012"},{"key":"e_1_2_7_23_1","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780190462888.003.0008"},{"key":"e_1_2_7_24_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0262.2007.00738.x"},{"key":"e_1_2_7_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10888-015-9313-3"},{"key":"e_1_2_7_26_1","doi-asserted-by":"publisher","DOI":"10.1002\/jae.2448"},{"key":"e_1_2_7_27_1","unstructured":"Flores C. A.(2007).Estimation of dose\u2013response functions and optimal doses with a continuous treatment. (Working Papers 0707).Miami FL: University of Miami Department of Economics."},{"key":"e_1_2_7_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7218(11)00407-2"},{"key":"e_1_2_7_29_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2014.978005"},{"key":"e_1_2_7_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10888-006-9038-4"},{"key":"e_1_2_7_31_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176348524"},{"key":"e_1_2_7_32_1","doi-asserted-by":"publisher","DOI":"10.1086\/261881"},{"key":"e_1_2_7_33_1","doi-asserted-by":"publisher","DOI":"10.2307\/1913643"},{"key":"e_1_2_7_34_1","doi-asserted-by":"crossref","unstructured":"Koenker R. Leorato S. &Peracchi F.(2013).Distributional vs. quantile regression. (CEIS Tor Vergata Research Paper Series).Rome Italy: Centre for Economic and International Studies.","DOI":"10.2139\/ssrn.2368737"},{"key":"e_1_2_7_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1795.1998.tb00222.x"},{"key":"e_1_2_7_36_1","doi-asserted-by":"publisher","DOI":"10.1111\/1468-0262.00342"},{"key":"e_1_2_7_37_1","doi-asserted-by":"publisher","DOI":"10.1162\/qjec.2010.125.1.91"},{"key":"e_1_2_7_38_1","volume-title":"Nonparametrics: Statistical Methods Based on Ranks","author":"Lehmann E. L.","year":"1974"},{"key":"e_1_2_7_39_1","volume-title":"The State of Working America (12th ed.)","author":"Mishel L.","year":"2012"},{"key":"e_1_2_7_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jeconom.2014.10.008"},{"key":"e_1_2_7_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-1765(02)00205-7"},{"key":"e_1_2_7_42_1","article-title":"Properties of doubly robust estimators when nuisance functions are estimated nonparametrically","author":"Rothe C.","year":"2017","journal-title":"Econometric Theory"},{"key":"e_1_2_7_43_1","doi-asserted-by":"publisher","DOI":"10.1108\/S0147-912120160000044009"}],"container-title":["Journal of Applied Econometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fjae.2663","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/jae.2663","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/jae.2663","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/jae.2663","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,2]],"date-time":"2023-09-02T15:05:51Z","timestamp":1693667151000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/jae.2663"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,28]]},"references-count":42,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,4]]}},"alternative-id":["10.1002\/jae.2663"],"URL":"https:\/\/doi.org\/10.1002\/jae.2663","archive":["Portico"],"relation":{},"ISSN":["0883-7252","1099-1255"],"issn-type":[{"value":"0883-7252","type":"print"},{"value":"1099-1255","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,28]]},"assertion":[{"value":"2017-05-09","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-08-15","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-10-28","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}