In general, the distribution of bank reserves tends to be highly persistent during periods of abundant reserves, but redistribution intensifies when reserves reach lower (yet, still ample) levels.
Economic Research
We conduct and publish economic research to inform monetary policy and public understanding.
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John Haltiwanger discusses his work with the U.S. Census Bureau to improve the tracking of AI usage by workers and their employers. Haltiwanger, a professor of economics at the University of Maryland, shared this research during the August 2026 CORE Week held at the Federal Reserve Bank of Richmond.
By Kyle DeMaria and Urvi Neelakantan
Official labor market statistics tend to understate informal and platform-based work, such as ride-hailing and food-delivery services.
Paul Ho, Danial Lashkari and Pierre-Daniel G. Sarte
Over a three-year horizon, goods-producing sectors have larger cumulative aggregate effects from productivity shocks than service-producing sectors, despite goods only accounting for less than one-third of GDP.
Population aging and educational upgrading explain most long-run movements in aggregate trends, while cohort effects drive large gender differences in participation.
Hornstein-Kudlyak-Lange Non-Employment Index
The Hornstein-Kudlyak-Lange Non-Employment Index (NEI) was 7.6 percent in August 2026, essentially unchanged from July 2026. The index decreased by 0.2 percentage point compared to August 2025.
Month,HKL Nonemployment Index,HKL Nonemployment Index Including PTER,Civilian Unemployment Rate (U-3),Unemployed plus Marginally Attached (U-5),Unemployed plus Marginally Attached and PTER (U-6) 1994-01-01,9.986136214,11.04363621,6.6,8,11.7 1994-02-01,9.810209789,10.9634746,6.6,7.9,11.4 1994-03-01,9.703857815,10.9201153,6.5,7.8,11.5 1994-04-01,9.572033081,10.75890099,6.4,7.7,11.3 1994-05-01,9.363075545,10.5845627,6.1,7.3,10.9 1994-06-01,9.352813011,10.56756705,6.1,7.3,11 1994-07-01,9.295816875,10.45843437,6.1,7.4,10.8 1994-08-01,9.245970479,10.36604367,6,7.3,10.6 1994-09-01,9.154303959,10.26364483,5.9,7.2,10.4 1994-10-01,9.080662712,10.22160377,5.8,7,10.4 1994-11-01,8.980110498,10.13198011,5.6,6.8,10.1 1994-12-01,8.900465208,10.01810371,5.5,6.7,10.1 1995-01-01,8.920819896,10.10728643,5.6,6.7,10.1 1995-02-01,8.84993408,9.928902628,5.4,6.6,9.9 1995-03-01,8.887440455,9.9923871,5.4,6.6,9.9 1995-04-01,8.976063844,10.06903038,5.8,6.8,10.1 1995-05-01,9.018055486,10.15293675,5.6,6.8,10.1 1995-06-01,8.954509445,10.0778234,5.6,6.7,10.1 1995-07-01,8.93931011,10.07612094,5.7,6.8,10.1 1995-08-01,8.981360496,10.12742112,5.7,6.8,10.1 1995-09-01,8.970830595,10.12155985,5.6,6.7,10.2 1995-10-01,8.963733893,10.08613336,5.5,6.7,10 1995-11-01,8.950308424,10.08736937,5.6,6.7,10.1 1995-12-01,8.971863622,10.08111828,5.6,6.7,10 1996-01-01,8.94203261,9.97910159,5.6,6.8,9.8 1996-02-01,8.920110926,10.00223579,5.5,6.7,10 1996-03-01,8.853833894,9.951040558,5.5,6.6,9.9 1996-04-01,8.845481714,9.929654649,5.6,6.7,10 1996-05-01,8.863255433,9.943735892,5.6,6.6,9.8 1996-06-01,8.713727728,9.786508581,5.3,6.5,9.7 1996-07-01,8.718408541,9.825967883,5.5,6.5,9.7 1996-08-01,8.629837329,9.729504636,5.1,6.2,9.4 1996-09-01,8.567454826,9.652368202,5.2,6.2,9.5 1996-10-01,8.618484148,9.702162363,5.2,6.2,9.5 1996-11-01,8.698608818,9.706803468,5.4,6.4,9.4 1996-12-01,8.623418047,9.703370177,5.4,6.4,9.6 1997-01-01,8.619466458,9.680814151,5.3,6.3,9.4 1997-02-01,8.620727236,9.654400315,5.2,6.2,9.3 1997-03-01,8.531108947,9.5435287,5.2,6.2,9.1 1997-04-01,8.429475646,9.47389304,5.1,6.1,9.3 1997-05-01,8.422124177,9.419241355,4.9,5.9,8.9 1997-06-01,8.377599166,9.360761521,5,6,8.9 1997-07-01,8.246796033,9.261045926,4.9,5.8,8.7 1997-08-01,8.207811957,9.205788384,4.8,5.8,8.7 1997-09-01,8.284192083,9.26352361,4.9,5.8,8.7 1997-10-01,8.181438761,9.159580064,4.7,5.6,8.5 1997-11-01,8.153762133,9.126749362,4.6,5.6,8.4 1997-12-01,8.179435891,9.12207239,4.7,5.7,8.5 1998-01-01,8.098542708,9.077558359,4.6,5.6,8.4 1998-02-01,8.050772794,8.991665124,4.6,5.5,8.3 1998-03-01,8.099932124,9.039383143,4.7,5.6,8.4 1998-04-01,7.93308853,8.815029001,4.3,5.2,8 1998-05-01,7.946392926,8.862987052,4.4,5.3,8 1998-06-01,8.013136607,8.934882035,4.5,5.4,8.1 1998-07-01,8.071457532,9.019910913,4.5,5.5,8.2 1998-08-01,8.045469755,8.913317261,4.5,5.4,7.9 1998-09-01,7.994305622,8.834048684,4.6,5.5,8 1998-10-01,8.009332512,8.849283772,4.5,5.4,7.9 1998-11-01,7.911647593,8.717246115,4.4,5.3,7.7 1998-12-01,7.886796949,8.711099609,4.4,5.2,7.6 1999-01-01,7.868136788,8.713494212,4.3,5.2,7.6 1999-02-01,7.910812605,8.736933255,4.4,5.2,7.7 1999-03-01,7.859808478,8.715788303,4.2,5,7.5 1999-04-01,8.042567238,8.834021792,4.3,5.2,7.7 1999-05-01,7.877647987,8.706656022,4.2,5,7.4 1999-06-01,7.899819037,8.718659576,4.3,5.1,7.5 1999-07-01,7.846775635,8.67298648,4.3,5.1,7.5 1999-08-01,7.818110343,8.619391458,4.2,5,7.3 1999-09-01,7.833121166,8.62513824,4.2,5,7.4 1999-10-01,7.731117965,8.494657795,4.1,5,7.2 1999-11-01,7.700626835,8.45937105,4.1,4.9,7.2 1999-12-01,7.653376129,8.433991845,4,4.8,7.1 2000-01-01,7.593650803,8.354895643,4,4.8,7 2000-02-01,7.710278055,8.456134357,4.1,4.9,7.1 2000-03-01,7.733310214,8.49382536,4,4.8,7.1 2000-04-01,7.609895672,8.333025401,3.8,4.7,6.9 2000-05-01,7.78414694,8.570330183,4,4.8,7.1 2000-06-01,7.628121497,8.378013708,4,4.7,7 2000-07-01,7.641839431,8.396802386,4,4.8,7 2000-08-01,7.674394042,8.448126685,4.1,4.8,7.1 2000-09-01,7.635100686,8.394759731,3.9,4.7,7 2000-10-01,7.621053342,8.374367615,3.9,4.6,6.8 2000-11-01,7.656394067,8.44570058,3.9,4.7,7.1 2000-12-01,7.639475618,8.38915938,3.9,4.7,6.9 2001-01-01,7.728579066,8.508619054,4.2,5,7.3 2001-02-01,7.762425523,8.523818096,4.2,5.1,7.3 2001-03-01,7.821971968,8.585369122,4.3,5,7.3 2001-04-01,7.973369113,8.72129294,4.4,5.1,7.4 2001-05-01,8.060919667,8.874361245,4.3,5.1,7.5 2001-06-01,8.1399838,9.020369687,4.5,5.3,7.9 2001-07-01,8.095380922,8.93685767,4.6,5.4,7.9 2001-08-01,8.407394641,9.220686361,4.9,5.8,8.2 2001-09-01,8.380975709,9.360070921,5,5.8,8.7 2001-10-01,8.644757631,9.672606482,5.3,6.3,9.3 2001-11-01,8.732301107,9.700423479,5.5,6.4,9.4 2001-12-01,8.841679371,9.849055276,5.7,6.6,9.6 2002-01-01,8.913418205,9.85207639,5.7,6.6,9.4 2002-02-01,8.821844214,9.79687866,5.7,6.5,9.5 2002-03-01,8.806623793,9.751143366,5.7,6.6,9.4 2002-04-01,8.873967294,9.824168681,5.9,6.9,9.7 2002-05-01,8.799487544,9.753338974,5.8,6.8,9.6 2002-06-01,8.7868101,9.723449903,5.8,6.7,9.5 2002-07-01,8.803402809,9.771061907,5.8,6.8,9.6 2002-08-01,8.738976338,9.765054774,5.7,6.7,9.6 2002-09-01,8.704124489,9.695530406,5.7,6.6,9.6 2002-10-01,8.678011338,9.673259218,5.7,6.6,9.6 2002-11-01,8.81928711,9.778458107,5.9,6.8,9.8 2002-12-01,8.750238718,9.728122953,6,6.9,9.8 2003-01-01,8.795541263,9.840621497,5.8,6.8,9.9 2003-02-01,8.821023294,9.900256978,5.9,6.9,10.1 2003-03-01,8.933516494,9.991937401,5.9,6.9,10 2003-04-01,8.88706478,9.960192088,6,7,10.2 2003-05-01,8.962535787,10.00884925,6.1,7.1,10.1 2003-06-01,9.000253292,10.04669359,6.3,7.2,10.3 2003-07-01,8.969789021,10.03354297,6.2,7.1,10.3 2003-08-01,8.945166441,9.982721446,6.1,7.1,10.1 2003-09-01,8.934276238,10.03568604,6.1,7.1,10.4 2003-10-01,8.919302377,9.995359544,6,7,10.2 2003-11-01,8.785450073,9.848183909,5.8,6.8,10.1 2003-12-01,8.772232744,9.839766661,5.7,6.6,9.8 2004-01-01,8.713639443,9.775853803,5.7,6.7,9.8 2004-02-01,8.66520094,9.674228107,5.6,6.6,9.7 2004-03-01,8.791497046,9.859673994,5.8,6.8,10 2004-04-01,8.662778254,9.673664123,5.6,6.6,9.6 2004-05-01,8.656034442,9.693395212,5.6,6.6,9.7 2004-06-01,8.632731171,9.632222979,5.6,6.6,9.6 2004-07-01,8.624929221,9.626212515,5.5,6.5,9.5 2004-08-01,8.598235581,9.627047739,5.4,6.4,9.4 2004-09-01,8.58038423,9.584994695,5.4,6.4,9.4 2004-10-01,8.619824261,9.686392613,5.5,6.5,9.7 2004-11-01,8.571321274,9.56209151,5.4,6.3,9.4 2004-12-01,8.557446114,9.54620326,5.4,6.3,9.3 2005-01-01,8.508102374,9.482313464,5.3,6.3,9.2 2005-02-01,8.568669465,9.511768941,5.4,6.4,9.2 2005-03-01,8.492303572,9.471745687,5.2,6.2,9.1 2005-04-01,8.452710876,9.380449011,5.2,6.1,9 2005-05-01,8.374203968,9.338508309,5.1,6.1,8.9 2005-06-01,8.406603968,9.391235923,5,6,9 2005-07-01,8.31824202,9.292459182,5,5.9,8.8 2005-08-01,8.233661691,9.247008607,4.9,5.9,8.9 2005-09-01,8.378575676,9.41306483,5,6,9 2005-10-01,8.338490405,9.280805748,5,5.9,8.7 2005-11-01,8.401480056,9.308729637,5,6,8.7 2005-12-01,8.355558872,9.257269616,4.9,5.9,8.6 2006-01-01,8.241950816,9.142026234,4.7,5.6,8.4 2006-02-01,8.238543531,9.156639251,4.8,5.6,8.4 2006-03-01,8.136380851,9.011326816,4.7,5.6,8.2 2006-04-01,8.268716711,9.097206889,4.7,5.6,8.1 2006-05-01,8.091795992,8.996065221,4.6,5.5,8.2 2006-06-01,8.084137712,9.025437552,4.6,5.6,8.4 2006-07-01,8.144745784,9.084369181,4.7,5.7,8.5 2006-08-01,8.113834901,9.050906436,4.7,5.7,8.4 2006-09-01,8.0957643,9.011911927,4.5,5.3,8 2006-10-01,8.059844869,9.01145383,4.4,5.3,8.2 2006-11-01,8.110155271,9.003214324,4.5,5.4,8.1 2006-12-01,8.009200019,8.914965516,4.4,5.2,7.9 2007-01-01,8.083786423,9.002396559,4.6,5.5,8.3 2007-02-01,8.055799935,8.963589627,4.5,5.4,8.1 2007-03-01,7.903010438,8.826696581,4.4,5.3,8 2007-04-01,8.180813037,9.085417512,4.5,5.4,8.2 2007-05-01,8.132815981,9.102552104,4.4,5.3,8.2 2007-06-01,8.104671733,9.035484175,4.6,5.4,8.3 2007-07-01,8.121700081,9.07298103,4.7,5.5,8.4 2007-08-01,8.146109282,9.156770708,4.6,5.5,8.4 2007-09-01,8.194610023,9.189890843,4.7,5.5,8.4 2007-10-01,8.189721826,9.131396058,4.7,5.6,8.4 2007-11-01,8.108196581,9.059025275,4.7,5.6,8.5 2007-12-01,8.280193622,9.261743463,5,5.8,8.8 2008-01-01,8.292802351,9.332158942,5,5.9,9.1 2008-02-01,8.282081115,9.325333165,4.9,5.8,9 2008-03-01,8.399816044,9.452808612,5.1,5.9,9.1 2008-04-01,8.428286321,9.514483439,5,5.9,9.2 2008-05-01,8.586036839,9.721195978,5.4,6.3,9.7 2008-06-01,8.638870444,9.822993464,5.6,6.5,10 2008-07-01,8.823357333,10.10886796,5.8,6.7,10.5 2008-08-01,8.968790055,10.24033043,6.1,7.1,10.8 2008-09-01,9.055639835,10.38106118,6.1,7.1,11.1 2008-10-01,9.194089816,10.62304312,6.5,7.5,11.8 2008-11-01,9.445245893,10.98420399,6.8,8,12.7 2008-12-01,9.718949443,11.42033062,7.3,8.4,13.6 2009-01-01,10.14926241,11.88052459,7.8,9,14.1 2009-02-01,10.36880022,12.23013541,8.3,9.5,15.1 2009-03-01,10.56361165,12.50303441,8.7,10,15.8 2009-04-01,10.66052184,12.51699629,9,10.2,15.9 2009-05-01,10.8596032,12.79058604,9.4,10.7,16.5 2009-06-01,10.89805532,12.82543,9.5,10.7,16.5 2009-07-01,10.73505105,12.66655699,9.5,10.7,16.4 2009-08-01,10.74935434,12.66871766,9.6,10.9,16.7 2009-09-01,10.82108117,12.67949472,9.8,11.1,16.7 2009-10-01,10.93343009,12.83182939,10,11.3,17.1 2009-11-01,10.78808435,12.69058249,9.9,11.3,17.1 2009-12-01,10.85211413,12.75816731,9.9,11.3,17.2 2010-01-01,10.76022973,12.57610394,9.8,11.2,16.6 2010-02-01,10.77064146,12.64869152,9.8,11.2,17 2010-03-01,10.74747736,12.68484444,9.9,11.2,17.1 2010-04-01,10.59560651,12.51461943,9.9,11.4,17.2 2010-05-01,10.48403879,12.34290607,9.6,11,16.7 2010-06-01,10.40521993,12.22692115,9.4,10.9,16.4 2010-07-01,10.46936695,12.30805167,9.4,10.9,16.4 2010-08-01,10.54066435,12.38481734,9.5,10.9,16.5 2010-09-01,10.57143308,12.46508795,9.5,11,16.9 2010-10-01,10.52419513,12.38055395,9.4,11,16.6 2010-11-01,10.67022437,12.50612757,9.8,11.3,16.9 2010-12-01,10.4736828,12.33451452,9.3,10.8,16.6 2011-01-01,10.39157654,12.18867036,9.1,10.6,16.1 2011-02-01,10.33730605,12.10877855,9,10.6,16 2011-03-01,10.25350462,12.06250754,9,10.4,16 2011-04-01,10.37033626,12.18149954,9.1,10.6,16.1 2011-05-01,10.3071853,12.10630215,9,10.4,15.9 2011-06-01,10.41362576,12.18813988,9.1,10.7,16.1 2011-07-01,10.39681289,12.16183598,9,10.6,15.9 2011-08-01,10.3328238,12.14456076,9,10.5,16.1 2011-09-01,10.29918283,12.13993007,9,10.5,16.4 2011-10-01,10.25243241,12.05484348,8.8,10.3,15.8 2011-11-01,10.17558103,11.91761227,8.6,10.2,15.6 2011-12-01,10.09129635,11.78593355,8.5,10,15.2 2012-01-01,9.977505645,11.70686556,8.3,9.8,15.1 2012-02-01,9.958157855,11.66362149,8.3,9.8,15 2012-03-01,9.962395155,11.57272075,8.2,9.6,14.6 2012-04-01,9.962893641,11.59808513,8.2,9.6,14.7 2012-05-01,9.924139407,11.60325802,8.2,9.7,14.8 2012-06-01,9.961235456,11.63222055,8.2,9.6,14.7 2012-07-01,9.969834005,11.64712644,8.2,9.6,14.7 2012-08-01,10.02082598,11.64350016,8.1,9.6,14.6 2012-09-01,9.791467998,11.50442898,7.8,9.3,14.8 2012-10-01,9.766833043,11.461379,7.8,9.2,14.4 2012-11-01,9.823487122,11.48493376,7.7,9.2,14.4 2012-12-01,9.876494553,11.50198123,7.9,9.4,14.4 2013-01-01,9.99057257,11.65115471,8,9.3,14.5 2013-02-01,9.80719085,11.47737201,7.7,9.2,14.3 2013-03-01,9.744014737,11.31509509,7.5,9,13.9 2013-04-01,9.75467711,11.37796978,7.6,9,14 2013-05-01,9.755701733,11.36334335,7.5,8.8,13.9 2013-06-01,9.729249343,11.37991299,7.5,9.1,14.2 2013-07-01,9.571053264,11.21409191,7.3,8.7,13.8 2013-08-01,9.457551398,11.04043799,7.2,8.6,13.6 2013-09-01,9.456680226,11.03490099,7.2,8.6,13.5 2013-10-01,9.534182318,11.18456769,7.2,8.6,13.6 2013-11-01,9.322978172,10.88665781,6.9,8.2,13.1 2013-12-01,9.254829957,10.84176651,6.7,8.1,13.1 2014-01-01,9.220912357,10.70062781,6.6,8,12.6 2014-02-01,9.238946888,10.71810288,6.7,8,12.6 2014-03-01,9.230306349,10.72394849,6.7,8,12.7 2014-04-01,9.059643627,10.57189115,6.2,7.6,12.3 2014-05-01,9.127467402,10.57165331,6.3,7.7,12.3 2014-06-01,9.026303452,10.52493563,6.1,7.3,12 2014-07-01,9.06502252,10.54858417,6.2,7.4,12.1 2014-08-01,9.058114836,10.52363317,6.1,7.4,12 2014-09-01,9.001140194,10.40614836,5.9,7.2,11.7 2014-10-01,8.869036805,10.32395311,5.7,7.1,11.5 2014-11-01,8.934026757,10.31682679,5.8,7.1,11.4 2014-12-01,8.805463414,10.17794081,5.6,6.9,11.2 2015-01-01,8.842861457,10.20722366,5.7,6.9,11.2 2015-02-01,8.791426425,10.12478352,5.5,6.7,10.9 2015-03-01,8.738002755,10.05357435,5.4,6.7,10.9 2015-04-01,8.737540123,10.04790773,5.4,6.7,10.9 2015-05-01,8.693316845,9.990097029,5.6,6.8,10.9 2015-06-01,8.664694285,9.932437284,5.3,6.4,10.4 2015-07-01,8.661954162,9.899935783,5.2,6.3,10.3 2015-08-01,8.436075746,9.757927134,5.1,6.2,10.2 2015-09-01,8.542945885,9.732408046,5,6.2,10 2015-10-01,8.54041604,9.730607546,5,6.2,9.8 2015-11-01,8.510948419,9.732207408,5.1,6.1,10 2015-12-01,8.443215693,9.644988116,5,6.1,9.9 2016-01-01,8.373835405,9.556155243,4.8,6,9.7 2016-02-01,8.373458741,9.554954811,4.9,5.9,9.6 2016-03-01,8.370931513,9.561557333,5,6.1,9.8 2016-04-01,8.427502803,9.602003349,5.1,6.1,9.9 2016-05-01,8.325086303,9.577003178,4.8,5.9,9.9 2016-06-01,8.310141409,9.436250911,4.9,5.9,9.5 2016-07-01,8.322461346,9.479162926,4.8,5.9,9.6 2016-08-01,8.235926641,9.478033764,4.9,5.9,9.6 2016-09-01,8.42822222,9.581088436,5,6.1,9.7 2016-10-01,8.417585269,9.619964028,4.9,5.9,9.6 2016-11-01,8.270702106,9.39127032,4.7,5.9,9.4 2016-12-01,8.268964285,9.367357368,4.7,5.7,9.2 2017-01-01,8.243910767,9.379274404,4.7,5.6,9.2 2017-02-01,8.17390685,9.271074861,4.6,5.6,9 2017-03-01,8.100777507,9.170147407,4.4,5.4,8.8 2017-04-01,8.057023867,9.079807203,4.4,5.4,8.6 2017-05-01,8.035817408,9.037238634,4.4,5.3,8.5 2017-06-01,7.946362452,8.973989388,4.3,5.2,8.5 2017-07-01,7.901985785,8.928800723,4.3,5.2,8.5 2017-08-01,7.948782522,9.033004478,4.4,5.3,8.6 2017-09-01,7.849938877,8.848174697,4.3,5.2,8.3 2017-10-01,7.818757135,8.791499999,4.2,5.1,8.1 2017-11-01,7.850037637,8.78576847,4.2,5.1,8 2017-12-01,7.856582092,8.828284366,4.1,5.1,8.1 2018-01-01,7.823334772,8.803005031,4,4.9,8 2018-02-01,7.794126427,8.7853201,4.1,5,8.1 2018-03-01,7.795375079,8.761545152,4,4.9,8 2018-04-01,7.766963133,8.717615594,4,4.8,7.9 2018-05-01,7.680394321,8.614194551,3.8,4.7,7.8 2018-06-01,7.693821306,8.619237416,4,4.8,7.8 2018-07-01,7.595813284,8.482552769,3.8,4.7,7.5 2018-08-01,7.620387374,8.513565064,3.8,4.7,7.4 2018-09-01,7.593564425,8.477807765,3.7,4.7,7.5 2018-10-01,7.588028319,8.485563197,3.8,4.7,7.5 2018-11-01,7.576953377,8.481781453,3.8,4.7,7.6 2018-12-01,7.640437143,8.544180005,3.9,4.8,7.6 2019-01-01,7.760584688,8.758207061,4,4.9,8 2019-02-01,7.658702392,8.491138777,3.8,4.6,7.2 2019-03-01,7.649800688,8.522872797,3.8,4.7,7.4 2019-04-01,7.548487551,8.448888684,3.7,4.5,7.4 2019-05-01,7.492885665,8.310102826,3.6,4.5,7.1 2019-06-01,7.476509948,8.332144334,3.6,4.5,7.2 2019-07-01,7.54628177,8.310442404,3.7,4.5,6.9 2019-08-01,7.379895399,8.250187052,3.6,4.5,7.2 2019-09-01,7.251401511,8.067435364,3.5,4.2,6.9 2019-10-01,7.21664763,8.065713745,3.6,4.3,6.9 2019-11-01,7.285173701,8.092567447,3.6,4.3,6.8 2019-12-01,7.280619863,8.086830831,3.6,4.3,6.8 2020-01-01,7.385788197,8.205976101,3.6,4.4,7 2020-02-01,7.423501922,8.256979265,3.5,4.4,7 2020-03-01,8.186043435,9.292278944,4.4,5.3,8.8 2020-04-01,15.58766538,17.73052932,14.8,16,22.9 2020-05-01,14.28008917,16.32804293,13.2,14.5,21.1 2020-06-01,12.50223093,14.26550511,11,12.4,18 2020-07-01,11.8808256,13.48915925,10.2,11.3,16.5 2020-08-01,10.55427234,12.0195754,8.4,9.6,14.2 2020-09-01,10.27197249,11.48607116,7.8,8.9,12.8 2020-10-01,9.235742523,10.53937081,6.9,8,12.1 2020-11-01,9.216393185,10.4790566,6.7,7.8,11.9 2020-12-01,9.218112818,10.40525455,6.7,7.9,11.7 2021-01-01,8.987795295,10.08958632,6.4,7.5,11.2 2021-02-01,8.995714223,10.13535213,6.2,7.4,11.1 2021-03-01,8.84018803,9.944940884,6.1,7.2,10.8 2021-04-01,8.813522705,9.825795188,6.1,7.1,10.3 2021-05-01,8.681086606,9.67424316,5.8,6.9,10.1 2021-06-01,8.563850977,9.496029569,5.9,6.9,9.8 2021-07-01,8.346629592,9.207567378,5.4,6.5,9.2 2021-08-01,8.122976481,8.968819054,5.1,6,8.8 2021-09-01,8.00478631,8.850263618,4.7,5.7,8.4 2021-10-01,7.864782945,8.71507586,4.5,5.5,8.2 2021-11-01,7.718651838,8.517768143,4.1,5.1,7.7 2021-12-01,7.619674189,8.384121687,3.9,4.9,7.3 2022-01-01,7.821284157,8.517029529,4,4.9,7.1 2022-02-01,7.633404166,8.40172864,3.9,4.7,7.2 2022-03-01,7.621838734,8.403649155,3.7,4.5,7 2022-04-01,7.628685363,8.39584371,3.7,4.6,7 2022-05-01,7.470758283,8.282466975,3.6,4.5,7.1 2022-06-01,7.484908973,8.230127644,3.6,4.5,6.7 2022-07-01,7.451493808,8.206663363,3.5,4.4,6.8 2022-08-01,7.406212835,8.172564831,3.6,4.4,6.9 2022-09-01,7.444201732,8.167181801,3.5,4.4,6.7 2022-10-01,7.45282292,8.143548265,3.6,4.5,6.7 2022-11-01,7.451571259,8.122347424,3.6,4.5,6.7 2022-12-01,7.373077501,8.11810864,3.5,4.2,6.6 2023-01-01,7.353703873,8.112776093,3.5,4.3,6.7 2023-02-01,7.347378173,8.093091662,3.6,4.4,6.8 2023-03-01,7.370359909,8.130769202,3.5,4.3,6.7 2023-04-01,7.334974259,8.067635355,3.4,4.3,6.6 2023-05-01,7.420401319,8.125110467,3.6,4.5,6.7 2023-06-01,7.39294771,8.237539513,3.6,4.4,6.9 2023-07-01,7.316861623,8.074496665,3.5,4.4,6.7 2023-08-01,7.377467546,8.143694181,3.7,4.6,7.1 2023-09-01,7.428774249,8.190567838,3.7,4.6,7 2023-10-01,7.425469449,8.22112255,3.9,4.7,7.2 2023-11-01,7.432607929,8.143225613,3.7,4.6,7 2023-12-01,7.555239342,8.348645831,3.8,4.7,7.2 2024-01-01,7.534265937,8.372850788,3.7,4.6,7.2 2024-02-01,7.591258596,8.383221464,3.9,4.7,7.3 2024-03-01,7.516146593,8.307950014,3.9,4.8,7.3 2024-04-01,7.533893901,8.369929096,3.9,4.8,7.4 2024-05-01,7.546378746,8.39134118,3.9,4.8,7.4 2024-06-01,7.561520832,8.402234538,4.1,4.9,7.4 2024-07-01,7.693433632,8.542766704,4.2,5.1,7.8 2024-08-01,7.678698143,8.550234526,4.2,5,7.8 2024-09-01,7.587981625,8.458475733,4.1,5,7.7 2024-10-01,7.610318622,8.447294958,4.1,5,7.7 2024-11-01,7.683102958,8.463975153,4.2,5.1,7.7 2024-12-01,7.581792619,8.393192629,4.1,5,7.6 2025-01-01,7.579906918,8.431330766,4,4.9,7.5 2025-02-01,7.701649665,8.576024016,4.2,5.1,8 2025-03-01,7.770874444,8.633163596,4.2,5.1,7.9 2025-04-01,7.738245561,8.597894784,4.2,5.1,7.8 2025-05-01,7.740892861,8.623942501,4.3,5.1,7.8 2025-06-01,7.74445555,8.606744309,4.1,5.1,7.7 2025-07-01,7.768239367,8.618345727,4.3,5.2,7.9 2025-08-01,7.755792998,8.596481871,4.3,5.3,8.1 2025-09-01,7.783733444,8.633808793,4.4,5.4,8.1 2025-10-01,.,.,.,.,. 2025-11-01,7.774322143,8.799506796,4.5,5.5,8.7 2025-12-01,7.734069488,8.698533005,4.4,5.3,8.4 2026-01-01,8.06942011,9.022500715,4.3,5.2,8.1 2026-02-01,7.72326915,8.524054363,4.4,5.3,7.9 2026-03-01,7.524564833,8.293968929,4.3,5.3,8 2026-04-01,7.525776534,8.355813002,4.3,5.3,8.2 2026-05-01,7.810365743,8.682158034,4.3,5.3,8.1 2026-06-01,7.729635247,8.693135669,4.2,5.2,7.9 2026-07-01,7.609306881,8.515054807,4.1,5.1,7.9 2026-08-01,7.583003706,8.332991185,4.1,5.1,7.7
Since 2021, the Collaboration of Research Economists (CORE) model has combined frontier research and an innovative delivery method to advance collaboration within the economics profession. Economists from a range of disciplines join with Richmond Fed economists eight times per year for seminars, collaboration, and formal and informal networking — all with an eye toward advancing economic research.
Research Associates help the Richmond Fed's economists with their research and policy memos for briefing the Bank's president on the state of the economy. For recent graduates thinking about applying to a Ph.D. program, this position is an ideal way to learn more about academic economic research.