CensusEasy
RANKING · 2024 ACS · 500 SHOWN OF 3,144

Most healthcare & education jobs, US counties

US counties ranked by the share of employed residents working in educational services, healthcare, and social assistance (2023 ACS).

All statesAll rankings
SAME RANKING BYCitiesStatesMetrosZIP codes
RELATEDMost manufacturing jobsMost finance & insurance jobsMost tech & information jobs
YEAR201020202024
Filter by state
RANKPLACESTATEPOPEDUCATION & HEALTH SERVICESVS 2000
1001Cole County, MOMO77,9081.5%
1002Union County, TNTN21,4501.5%
1003Saline County, MOMO23,2651.4%
1004Jackson County, FLFL49,6291.4%
1005San Miguel County, NMNM26,2601.4%
1006Randolph County, WVWV26,8821.4%
1007Genesee County, NYNY58,4161.4%
1008Montgomery County, MOMO11,5901.4%
1009Kinney County, TXTX3,1281.4%
1010Archuleta County, COCO14,3061.4%
1011Parker County, TXTX184,7671.4%
1012Sherburne County, MNMN104,1941.4%
1013Marion County, KSKS11,6341.4%
1014Searcy County, ARAR7,8481.4%
1015Columbus County, NCNC50,4871.4%
1016Monroe County, FLFL80,4061.4%
1017Wayne County, ILIL15,8821.4%
1018Mohave County, AZAZ228,1021.4%
1019Whiteside County, ILIL54,1211.4%
1020Tulsa County, OKOK698,7821.4%
1021Butler County, PAPA200,1691.4%
1022Hudspeth County, TXTX3,4331.4%
1023Rockcastle County, KYKY16,1481.4%
1024Pettis County, MOMO44,2541.4%
1025Potter County, TXTX114,4531.4%
1026Pawnee County, NENE2,5101.4%
1027Towner County, NDND2,0401.4%
1028Pottawatomie County, OKOK75,1021.4%
1029Roosevelt County, NMNM18,6151.4%
1030Geneva County, ALAL27,5541.4%
1031Porter County, ININ176,0491.4%
1032Mitchell County, IAIA10,6501.4%
1033Dent County, MOMO14,5841.4%
1034Reynolds County, MOMO5,9921.4%
1035Chase County, NENE3,7181.4%
1036Lewis County, TNTN13,4871.4%
1037Nodaway County, MOMO20,1741.4%
1038Hot Spring County, ARAR33,4511.4%
1039Iberia Parish, LALA66,8461.4%
1040Knox County, KYKY29,5321.4%
1041Shelby County, ILIL20,5761.4%
1042Finney County, KSKS37,5051.4%
1043Clay County, MSMS18,2381.4%
1044Henry County, MOMO22,6711.4%
1045Belmont County, OHOH64,4341.4%
1046Lincoln Parish, LALA48,3601.4%
1047Huron County, MIMI30,5301.4%
1048Carter County, OKOK48,9101.4%
1049Clark County, ARAR20,9381.4%
1050McCracken County, KYKY67,5531.4%
1051Georgetown County, SCSC65,9121.4%
1052Pickaway County, OHOH62,9781.4%
1053Clay County, NENE6,1701.4%
1054Fremont County, IDID14,2081.4%
1055Adair County, OKOK19,8281.4%
1057Bennington County, VTVT36,6301.4%
1058Mills County, IAIA14,7931.4%
1059Hodgeman County, KSKS1,6191.4%
1060West Baton Rouge Parish, LALA28,7561.4%
1061Coffee County, ALAL56,9531.4%
1062Sandusky County, OHOH58,6551.4%
1063Madison Parish, LALA8,8441.4%
1064Woods County, OKOK8,4431.4%
1065Pueblo County, COCO169,2771.4%
1066Ramsey County, NDND11,5301.4%
1067Bowman County, NDND2,7621.4%
1068Lawrence County, SDSD29,4591.4%
1069Wayne County, MSMS19,8071.4%
1070Austin County, TXTX33,6251.4%
1071Attala County, MSMS17,1001.4%
1072Stark County, NDND34,0131.4%
1073Colusa County, CACA21,8361.4%
1074Alexander County, ILIL4,5701.4%
1075Aitkin County, MNMN16,2521.4%
1076Morgan County, OHOH13,6261.4%
1077Pinal County, AZAZ539,3801.4%
1078Ripley County, ININ29,4341.4%
1079Sheridan County, WYWY33,2411.4%
1080Oceana County, MIMI27,1771.4%
1081Sevier County, UTUT22,8271.4%
1082Lunenburg County, VAVA12,0581.4%
1083Union Parish, LALA20,5611.4%
1084Kusilvak Census Area, AKAK7,9321.4%
1085Stafford County, KSKS4,0051.4%
1086St. Landry Parish, LALA80,7651.4%
1087Sac County, IAIA9,5251.4%
1088Storey County, NVNV4,2601.4%
1089Morgan County, ALAL126,4831.4%
1090Starke County, ININ23,4251.4%
1091Ohio County, ININ5,9941.4%
1092Wayne County, NCNC122,2781.4%
1093Camp County, TXTX13,3801.4%
1094Red Willow County, NENE10,3071.4%
1095Claiborne County, TNTN33,2291.4%
1096Jefferson County, NENE7,0701.4%
1097Somerset County, PAPA72,0041.4%
1098Holt County, MOMO4,2001.4%
1099Placer County, CACA442,0811.4%
1100Adams County, NENE31,0711.4%
1101Carroll County, GAGA131,0361.4%
1102Spencer County, KYKY20,9981.4%
1103St. Louis County, MNMN200,5181.4%
1104Cherokee County, SCSC58,2751.4%
1105Sevier County, ARAR15,7581.4%
1106Tallapoosa County, ALAL40,9531.4%
1107Carter County, TNTN57,3611.3%
1108Greene County, VAVA21,9581.3%
1109Big Stone County, MNMN5,0541.3%
1110Newaygo County, MIMI51,6221.3%
1111Logan County, ILIL27,1821.3%
1112Davis County, IAIA9,2301.3%
1113Warren County, TNTN43,7171.3%
1114Anchorage, AKAK287,1551.3%
1115Cooper County, MOMO17,1361.3%
1116Caldwell County, TXTX55,1501.3%
1117Clearfield County, PAPA78,1001.3%
1118Cass County, NENE27,6571.3%
1119Barton County, KSKS24,7901.3%
1120Fountain County, ININ17,0131.3%
1121Saline County, ILIL22,7721.3%
1122Clarion County, PAPA36,6801.3%
1123Canyon County, IDID275,1231.3%
1124Ashtabula County, OHOH96,7131.3%
1125Sarpy County, NENE208,3031.3%
1126Solano County, CACA455,3761.3%
1127Cass County, ILIL12,4631.3%
1128Washington County, PAPA210,8021.3%
1129Cooke County, TXTX44,4611.3%
1130Carbon County, MTMT11,4661.3%
1131Rice County, KSKS9,2661.3%
1132Yankton County, SDSD23,6351.3%
1133Greene County, ARAR47,4111.3%
1134Traill County, NDND7,9201.3%
1135Johnson County, WYWY8,9081.3%
1136Lowndes County, MSMS57,3461.3%
1137Hemphill County, TXTX3,0831.3%
1138Colleton County, SCSC39,3821.3%
1139Mille Lacs County, MNMN27,7531.3%
1140Union County, GAGA27,8591.3%
1141Franklin County, TNTN45,5791.3%
1142Montrose County, COCO44,5911.3%
1143Tangipahoa Parish, LALA141,3461.3%
1144Menard County, ILIL11,8631.3%
1145Logan County, OKOK55,4731.3%
1146Calcasieu Parish, LALA208,4661.3%
1147Gladwin County, MIMI26,0771.3%
1148Gibson County, ININ33,0911.3%
1149Ransom County, NDND5,6171.3%
1150Franklin County, NCNC82,0371.3%
1151Lamar County, MSMS67,4031.3%
1152Madison County, ILIL263,1101.3%
1153Plymouth County, IAIA25,6971.3%
1154Lexington County, SCSC317,5881.3%
1155Door County, WIWI30,6161.3%
1156Hancock County, KYKY9,0501.3%
1157Tate County, MSMS28,7251.3%
1158Ida County, IAIA6,7771.3%
1159Cotton County, OKOK5,4321.3%
1160Lamoille County, VTVT26,2941.3%
1161Corson County, SDSD3,7811.3%
1162Person County, NCNC40,6361.3%
1163Boyle County, KYKY31,6321.3%
1164Glacier County, MTMT13,4631.3%
1165Pottawattamie County, IAIA92,9961.3%
1166Lewis County, MOMO9,8791.3%
1167Jefferson County, ARAR62,9871.3%
1168Clare County, MIMI31,5431.3%
1169Onondaga County, NYNY466,5841.3%
1170Choctaw County, MSMS8,0481.3%
1171Ripley County, MOMO10,7171.3%
1172Roanoke County, VAVA97,1501.3%
1173Harrison County, OHOH14,0701.3%
1174Carbon County, PAPA65,8681.3%
1175Berkeley County, SCSC274,6661.3%
1176Prairie County, MTMT1,1121.3%
1177Dickey County, NDND4,8951.3%
1178Christian County, ILIL33,4431.3%
1179Claiborne County, MSMS8,0581.3%
1180Hopkins County, KYKY45,1271.3%
1181Allen County, KYKY22,5361.3%
1182Caldwell County, MOMO9,0121.3%
1183Kleberg County, TXTX30,3151.3%
1184Sanders County, MTMT14,0621.3%
1185Wythe County, VAVA27,9831.3%
1186Emmons County, NDND3,2151.3%
1187Perry County, OHOH35,9181.3%
1188Hardeman County, TNTN25,2741.3%
1189Rankin County, MSMS162,1811.3%
1190Union County, ARAR36,9261.3%
1191Niagara County, NYNY208,9121.3%
1192San Benito County, CACA70,0821.3%
1193Faulkner County, ARAR133,9791.3%
1194Greenwood County, SCSC70,3791.3%
1195Livingston Parish, LALA155,0361.3%
1197McLennan County, TXTX272,0201.3%
1198Jackson County, WVWV27,4501.3%
1199Modoc County, CACA8,4261.3%
1200Yamhill County, OROR110,0241.3%
1201Clarke County, VAVA15,6091.3%
1202Adams County, WIWI21,7521.3%
1203Bourbon County, KSKS14,3191.3%
1204Grady County, GAGA26,5901.3%
1205Belknap County, NHNH65,1471.3%
1206Valencia County, NMNM82,0131.3%
1207Brown County, OHOH44,3971.3%
1208Jenkins County, GAGA8,8431.3%
1209McNairy County, TNTN26,2361.3%
1210Lenawee County, MIMI97,7791.3%
1211Franklin County, MOMO108,0901.3%
1212Golden Valley County, NDND1,8081.3%
1213Miami County, KSKS36,2401.3%
1214Kittitas County, WAWA48,8031.3%
1215Fayette County, ININ23,5331.3%
1216Manitowoc County, WIWI81,7101.3%
1217Union County, ILIL16,6561.3%
1218Haywood County, TNTN17,0421.3%
1219St. Lucie County, FLFL402,4491.3%
1220Meeker County, MNMN23,6031.3%
1221Wayne County, GAGA32,4811.3%
1222Montgomery County, NYNY50,0461.3%
1223Taylor County, KYKY26,7631.3%
1224Accomack County, VAVA33,8591.3%
1225Logan County, COCO20,6541.3%
1226Columbia County, FLFL74,0941.3%
1227Lincoln County, NCNC98,6541.3%
1228Hamilton County, KSKS2,5001.3%
1229Warren County, MOMO39,0161.3%
1230Henry County, VAVA49,2421.3%
1231Fayette County, TNTN45,0711.3%
1232Bottineau County, NDND6,2841.3%
1233Kimball County, NENE3,3911.3%
1234Guernsey County, OHOH38,3791.3%
1235Delta County, COCO32,1781.3%
1236Beaver County, OKOK4,8821.3%
1237Madison County, NENE36,1061.3%
1238Butte County, CACA209,2111.3%
1239Steele County, NDND1,7971.3%
1240Saluda County, SCSC19,6801.3%
1241Delaware County, OHOH242,0321.3%
1242Le Flore County, OKOK50,1961.3%
1243Glenn County, CACA28,1411.3%
1244Hancock County, MEME57,1711.3%
1245Neosho County, KSKS15,6371.2%
1246Chisago County, MNMN59,1421.2%
1247Monroe County, TNTN49,7301.2%
1248Baylor County, TXTX3,4721.2%
1249Menifee County, KYKY6,4301.2%
1250Fillmore County, MNMN21,5401.2%
1251Anson County, NCNC21,7581.2%
1252San Juan County, WAWA18,5771.2%
1253Payette County, IDID27,8241.2%
1254Wayne County, ININ66,1691.2%
1255Lynchburg, VAVA81,3471.2%
1257Harrison County, MSMS217,1361.2%
1258Cherokee County, NCNC30,8301.2%
1259Amherst County, VAVA31,9621.2%
1260Carlton County, MNMN36,7111.2%
1261Banks County, GAGA21,2731.2%
1262St. Francois County, MOMO67,8091.2%
1263Uinta County, WYWY20,7281.2%
1264Gilmer County, GAGA33,8941.2%
1265Sacramento County, CACA1,618,4601.2%
1266Bollinger County, MOMO10,6461.2%
1267Effingham County, GAGA74,3971.2%
1268Alleghany County, VAVA14,5461.2%
1269Sumter County, FLFL157,7721.2%
1270Santa Rosa County, FLFL211,1151.2%
1271Aroostook County, MEME66,6091.2%
1272Starr County, TXTX66,3191.2%
1273Morgan County, COCO30,3061.2%
1274Baldwin County, ALAL267,7611.2%
1275Cass County, ININ37,8361.2%
1276Clinton County, MIMI80,4321.2%
1277Kanawha County, WVWV172,3811.2%
1278Cleveland County, NCNC103,3251.2%
1279Meriwether County, GAGA21,5161.2%
1280Wabash County, ININ30,7131.2%
1281Pittsburg County, OKOK43,3201.2%
1282Lawrence County, ALAL33,8431.2%
1283Muskingum County, OHOH87,0141.2%
1284Elmore County, ALAL91,5771.2%
1285Otero County, NMNM70,3681.2%
1286Erath County, TXTX43,9111.2%
1287Atascosa County, TXTX53,5901.2%
1288Putnam County, ININ37,8761.2%
1289Stephens County, GAGA27,8541.2%
1290Greene County, MSMS13,7071.2%
1291Cullman County, ALAL94,0091.2%
1292Middlesex County, VAVA10,8411.2%
1293White County, ARAR80,0851.2%
1294Pierce County, GAGA20,7641.2%
1295Carroll County, TNTN29,2001.2%
1296Tuscaloosa County, ALAL241,3681.2%
1297Russell County, ALAL58,8981.2%
1298Buffalo County, WIWI13,3181.2%
1299Granville County, NCNC61,4211.2%
1300Wyoming County, PAPA25,7901.2%
1301Taylor County, TXTX150,0771.2%
1302Bureau County, ILIL32,5101.2%
1303Calloway County, KYKY39,4211.2%
1304Bonneville County, IDID135,7711.2%
1305Hockley County, TXTX21,6001.2%
1306Braxton County, WVWV11,8851.2%
1307Audubon County, IAIA5,5091.2%
1308Hocking County, OHOH27,5121.2%
1309Ulster County, NYNY183,3301.2%
1310Morton County, KSKS2,4701.2%
1311Monongalia County, WVWV107,9911.2%
1312Fremont County, WYWY39,4641.2%
1313Pontotoc County, MSMS32,0961.2%
1314Webster County, NENE3,3361.2%
1315Alcorn County, MSMS34,5691.2%
1316Cabell County, WVWV91,1831.2%
1317Kewaunee County, WIWI20,7581.2%
1318Baldwin County, GAGA44,0291.2%
1319Northumberland County, VAVA12,5571.2%
1320Summers County, WVWV11,5321.2%
1321Wood County, WVWV82,3851.2%
1322Fulton County, NYNY52,2161.2%
1323Lewis County, WAWA88,0621.2%
1324Cowlitz County, WAWA114,8851.2%
1325Fulton County, PAPA14,4831.2%
1326Fall River County, SDSD7,4671.2%
1327Hampden County, MAMA464,3381.2%
1328Williamson County, ILIL67,2251.2%
1329Anderson County, SCSC219,9301.2%
1330Palm Beach County, FLFL1,575,7261.2%
1331Horry County, SCSC427,5511.2%
1332Morris County, TXTX12,1331.2%
1333Somerset County, MEME51,6201.2%
1334Hayes County, NENE8211.2%
1335Mellette County, SDSD2,1371.2%
1336Monroe County, KYKY11,1911.2%
1337Leon County, TXTX16,8941.2%
1338Ben Hill County, GAGA17,0991.2%
1339Oldham County, KYKY70,9861.2%
1340Todd County, MNMN26,0601.2%
1341Beaufort County, NCNC44,6701.2%
1342Giles County, TNTN31,4331.2%
1343Fulton County, KYKY6,2181.2%
1344Jim Wells County, TXTX38,8041.2%
1345Laramie County, WYWY102,9381.2%
1346Wayne County, NYNY91,2501.2%
1347Newton County, GAGA125,5831.2%
1348Shasta County, CACA181,6481.2%
1349Grand County, COCO16,4961.2%
1350Manassas, VAVA44,3321.2%
1351Grenada County, MSMS20,8681.2%
1352Gloucester County, NJNJ312,6381.2%
1353Kauai County, HIHI73,4001.2%
1354Allegany County, NYNY46,8001.2%
1355Columbia County, OROR54,0911.2%
1356Saline County, NENE14,9961.2%
1357Sevier County, TNTN101,3421.2%
1358Guadalupe County, TXTX201,1111.2%
1359Oconto County, WIWI40,1951.2%
1360Pearl River County, MSMS59,3631.2%
1361Eau Claire County, WIWI109,0331.2%
1362Del Norte County, CACA26,4101.2%
1363Randolph County, MOMO24,5131.2%
1364Hickory County, MOMO9,0441.2%
1365Caribou County, IDID7,2521.2%
1366Ocean County, NJNJ673,7461.2%
1367Howell County, MOMO40,7981.2%
1368Rockingham County, NCNC94,1951.2%
1369Onslow County, NCNC217,1751.2%
1370Cleveland County, OKOK303,9731.2%
1371Tyrrell County, NCNC3,5371.2%
1372Cavalier County, NDND3,4971.2%
1373Cedar County, NENE8,3731.2%
1374Kenai Peninsula, AKAK61,9511.2%
1375Spokane County, WAWA558,3441.2%
1376Karnes County, TXTX15,0181.2%
1377Bedford County, PAPA47,4801.2%
1378Franklin County, ININ23,2861.2%
1379York County, PAPA473,1971.2%
1380Shelby County, IAIA11,6891.2%
1381Dutchess County, NYNY300,7081.2%
1382Ward County, NDND68,2331.2%
1383Madison County, MSMS116,2981.2%
1384Abbeville County, SCSC24,8361.2%
1385Butler County, KSKS69,4841.2%
1386Campbell County, KYKY95,4411.2%
1387Hood River County, OROR23,7201.2%
1388Northumberland County, PAPA89,9201.2%
1389Franklin County, MAMA70,6981.2%
1390Crawford County, ILIL18,6481.1%
1391Skamania County, WAWA12,6691.1%
1392Warren County, NJNJ112,9531.1%
1393Dunn County, NDND4,0581.1%
1394Yuba County, CACA88,6911.1%
1395Spotsylvania County, VAVA155,3881.1%
1396Matanuska-Susitna, AKAK118,6661.1%
1397Muskogee County, OKOK66,7081.1%
1398Kit Carson County, COCO7,0691.1%
1399Wright County, IAIA12,8011.1%
1400Northampton County, PAPA324,4111.1%
1401Wasatch County, UTUT38,5141.1%
1402Desha County, ARAR9,9841.1%
1403Niobrara County, WYWY2,3411.1%
1404Bay County, MIMI102,1231.1%
1405Butler County, KYKY12,5201.1%
1406Mower County, MNMN40,9711.1%
1407Buena Vista County, IAIA20,4491.1%
1408Neshoba County, MSMS28,7321.1%
1409Cabarrus County, NCNC249,7251.1%
1410Larue County, KYKY15,1841.1%
1411Comanche County, TXTX14,4321.1%
1412Pontotoc County, OKOK38,5281.1%
1413Warrick County, ININ66,8031.1%
1414Candler County, GAGA11,2751.1%
1415Wabasha County, MNMN21,5371.1%
1416Miller County, MOMO25,8171.1%
1417Avery County, NCNC18,1101.1%
1418Union County, SDSD17,4021.1%
1419Lamar County, TXTX51,5031.1%
1420Chesterfield County, VAVA397,1481.1%
1421LaPorte County, ININ111,2941.1%
1422Huntingdon County, PAPA43,0011.1%
1423Beaverhead County, MTMT10,0431.1%
1424Autauga County, ALAL61,9201.1%
1425Madison County, NYNY67,1201.1%
1426Victoria County, TXTX92,6561.1%
1427Broome County, NYNY195,7361.1%
1428Cochran County, TXTX2,5461.1%
1429Murray County, MNMN7,9421.1%
1430Manistee County, MIMI25,6561.1%
1431Jefferson County, COCO580,4511.1%
1432Bossier Parish, LALA131,8671.1%
1433Elbert County, GAGA20,0721.1%
1434Cedar County, IAIA18,3591.1%
1435White County, GAGA29,8021.1%
1436Poquoson, VAVA13,2921.1%
1437Hampton County, SCSC18,1741.1%
1438Grant County, KYKY26,1811.1%
1439Juneau, AKAK31,6091.1%
1440Ogemaw County, MIMI21,1211.1%
1441Thomas County, GAGA46,3681.1%
1442Effingham County, ILIL34,5191.1%
1443Putnam County, OHOH34,3801.1%
1444Motley County, TXTX1,0431.1%
1445Obion County, TNTN30,0671.1%
1446Payne County, OKOK83,8891.1%
1447Mason County, ILIL12,4111.1%
1448Johnson County, TXTX218,0481.1%
1449Butler County, MOMO41,9041.1%
1450Acadia Parish, LALA57,0321.1%
1451Humboldt County, CACA131,6471.1%
1452St. Tammany Parish, LALA279,1081.1%
1453Robeson County, NCNC119,9411.1%
1454Rio Arriba County, NMNM39,8321.1%
1455Perry County, ARAR10,3091.1%
1456Red River County, TXTX11,8161.1%
1457Ionia County, MIMI66,5571.1%
1458Gratiot County, MIMI41,1901.1%
1459Clark County, WAWA532,1191.1%
1460Scioto County, OHOH71,3651.1%
1461Clark County, WIWI35,0521.1%
1462Union County, FLFL16,2501.1%
1463Contra Costa County, CACA1,170,0701.1%
1464Maverick County, TXTX58,8231.1%
1465Luzerne County, PAPA332,1261.1%
1466Pulaski County, ILIL4,8201.1%
1467Whitman County, WAWA48,5121.1%
1468Hendricks County, ININ193,5101.1%
1469Penobscot County, MEME157,9671.1%
1470Shenandoah County, VAVA45,8391.1%
1471Rockdale County, GAGA98,4161.1%
1472Jefferson County, OROR25,7401.1%
1473Lawrence County, ININ45,5681.1%
1474Scott County, IAIA175,2591.1%
1475Colfax County, NMNM12,1841.1%
1476Mercer County, ILIL15,2291.1%
1477Canadian County, OKOK187,1891.1%
1478Floyd County, GAGA101,3781.1%
1479Walker County, TXTX83,8421.1%
1480Lincoln County, ARAR12,7641.1%
1481Sanilac County, MIMI40,0831.1%
1482Harris County, TXTX5,045,0261.1%
1483Norman County, MNMN6,3361.1%
1484Warren County, NCNC18,8981.1%
1485Florence County, SCSC138,5041.1%
1486Moody County, SDSD6,6321.1%
1487Fremont County, COCO50,0391.1%
1488Mono County, CACA12,5051.1%
1489Hamilton County, FLFL14,1801.1%
1490Union County, OHOH73,4461.1%
1491Chariton County, MOMO7,3771.1%
1492Montour County, PAPA17,8681.1%
1493Ottawa County, OKOK30,4381.1%
1494Frederick County, VAVA99,9551.1%
1495Sherman County, KSKS5,7631.1%
1496McCormick County, SCSC10,2151.1%
1497Saginaw County, MIMI187,6881.1%
1498Erie County, OHOH73,2961.1%
1499Griggs County, NDND2,2391.1%
1500Jessamine County, KYKY57,1471.1%
SHOWING 1,001–1,500 OF 3,144
1234567
Download CSV (full list, 3,144 rows)

UPDATED 2026-06-02 · DATA: US CENSUS BUREAU ACS 5-YEAR ESTIMATES