Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Massachusetts
| Title | All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Massachusetts |
|---|---|
| Series ID | SMU25000006561130001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:05 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 88.5728408959816 |
| 1990-02-01 | 89.0395418145266 |
| 1990-03-01 | 87.0207502821759 |
| 1990-04-01 | 89.4713173767773 |
| 1990-05-01 | 90.7999401579078 |
| 1990-06-01 | 91.0796404527938 |
| 1990-07-01 | 89.6217251110386 |
| 1990-08-01 | 90.0400093655288 |
| 1990-09-01 | 88.5126602442719 |
| 1990-10-01 | 91.6175631166080 |
| 1990-11-01 | 91.9168426603630 |
| 1990-12-01 | 92.1542127462160 |
| 1991-01-01 | 89.5270716888554 |
| 1991-02-01 | 90.3316719436556 |
| 1991-03-01 | 90.7979231325064 |
| 1991-04-01 | 89.3602695175232 |
| 1991-05-01 | 88.9567403324688 |
| 1991-06-01 | 89.3912113024220 |
| 1991-07-01 | 90.7330635939674 |
| 1991-08-01 | 90.7656913446330 |
| 1991-09-01 | 89.4298520178212 |
| 1991-10-01 | 88.9978740396936 |
| 1991-11-01 | 88.9498815572533 |
| 1991-12-01 | 88.5994587028742 |
| 1992-01-01 | 89.4043598884827 |
| 1992-02-01 | 89.1913975280173 |
| 1992-03-01 | 88.4828846279899 |
| 1992-04-01 | 89.4276727322848 |
| 1992-05-01 | 89.4644039850039 |
| 1992-06-01 | 89.9131061273715 |
| 1992-07-01 | 89.5174431548194 |
| 1992-08-01 | 88.7357336318658 |
| 1992-09-01 | 90.0058127778163 |
| 1992-10-01 | 90.3009800653188 |
| 1992-11-01 | 89.6745200744158 |
| 1992-12-01 | 88.5948146258849 |
| 1993-01-01 | 92.3624853896327 |
| 1993-02-01 | 90.6827683469517 |
| 1993-03-01 | 91.5379567255296 |
| 1993-04-01 | 87.8653424090058 |
| 1993-05-01 | 87.7798826075329 |
| 1993-06-01 | 87.2409946383446 |
| 1993-07-01 | 88.3014584216390 |
| 1993-08-01 | 88.7557088579763 |
| 1993-09-01 | 88.0890344699945 |
| 1993-10-01 | 87.2911346423429 |
| 1993-11-01 | 88.5548279945786 |
| 1993-12-01 | 88.4924106681678 |
| 1994-01-01 | 87.9151286983249 |
| 1994-02-01 | 88.2664406638691 |
| 1994-03-01 | 88.4391814182917 |
| 1994-04-01 | 89.4921470914440 |
| 1994-05-01 | 89.9309453721838 |
| 1994-06-01 | 90.2796488865299 |
| 1994-07-01 | 87.5559102120808 |
| 1994-08-01 | 87.3789664355015 |
| 1994-09-01 | 90.8882191980505 |
| 1994-10-01 | 90.4576064388333 |
| 1994-11-01 | 89.8079393866249 |
| 1994-12-01 | 90.2569719150865 |
| 1995-01-01 | 90.8924033656947 |
| 1995-02-01 | 90.7268478249813 |
| 1995-03-01 | 90.4147578131850 |
| 1995-04-01 | 90.4942266606937 |
| 1995-05-01 | 90.0615154506443 |
| 1995-06-01 | 90.4980938878420 |
| 1995-07-01 | 90.8675240804571 |
| 1995-08-01 | 90.0191040696460 |
| 1995-09-01 | 93.0496100751479 |
| 1995-10-01 | 94.7508939979129 |
| 1995-11-01 | 93.7104749317857 |
| 1995-12-01 | 93.9680480803804 |
| 1996-01-01 | 93.6750052482097 |
| 1996-02-01 | 94.0226536426539 |
| 1996-03-01 | 94.1732960306974 |
| 1996-04-01 | 94.2551405730141 |
| 1996-05-01 | 94.5826179356814 |
| 1996-06-01 | 93.8847094718563 |
| 1996-07-01 | 93.7676650819005 |
| 1996-08-01 | 93.2367365287217 |
| 1996-09-01 | 93.1782853901549 |
| 1996-10-01 | 93.5199475147953 |
| 1996-11-01 | 93.6251609001560 |
| 1996-12-01 | 93.6335741354739 |
| 1997-01-01 | 95.7667062304836 |
| 1997-02-01 | 95.1621079912917 |
| 1997-03-01 | 94.8358787810533 |
| 1997-04-01 | 94.9581095621116 |
| 1997-05-01 | 95.1561539232094 |
| 1997-06-01 | 94.7031534753370 |
| 1997-07-01 | 95.1758028355072 |
| 1997-08-01 | 95.1091228224773 |
| 1997-09-01 | 94.7114007960289 |
| 1997-10-01 | 94.3117744276143 |
| 1997-11-01 | 94.4258157425378 |
| 1997-12-01 | 94.8594531213668 |
| 1998-01-01 | 95.5311869520373 |
| 1998-02-01 | 95.1886249955954 |
| 1998-03-01 | 95.9311721514770 |
| 1998-04-01 | 94.7872904752254 |
| 1998-05-01 | 96.2001394963734 |
| 1998-06-01 | 97.4145863330433 |
| 1998-07-01 | 96.7219427379566 |
| 1998-08-01 | 96.2003243356908 |
| 1998-09-01 | 96.3894883761979 |
| 1998-10-01 | 96.0162969892573 |
| 1998-11-01 | 96.3250467911616 |
| 1998-12-01 | 95.8657576579079 |
| 1999-01-01 | 95.4136912031955 |
| 1999-02-01 | 96.5271830804787 |
| 1999-03-01 | 97.0652235147003 |
| 1999-04-01 | 95.6834335183569 |
| 1999-05-01 | 95.8948195952677 |
| 1999-06-01 | 96.9956403000775 |
| 1999-07-01 | 96.2483527559125 |
| 1999-08-01 | 96.9778697364610 |
| 1999-09-01 | 97.7071813321061 |
| 1999-10-01 | 98.5554827597032 |
| 1999-11-01 | 99.1408552310602 |
| 1999-12-01 | 99.1270584358610 |
| 2000-01-01 | 98.7442981252279 |
| 2000-02-01 | 97.5908781924015 |
| 2000-03-01 | 97.3008650434519 |
| 2000-04-01 | 98.6507544636378 |
| 2000-05-01 | 98.3694094993144 |
| 2000-06-01 | 98.3182664558102 |
| 2000-07-01 | 98.4810005811220 |
| 2000-08-01 | 99.2671052509852 |
| 2000-09-01 | 99.1712874353253 |
| 2000-10-01 | 99.8937779710565 |
| 2000-11-01 | 99.9852953874723 |
| 2000-12-01 | 100.2339854805920 |
| 2001-01-01 | 100.3424526515920 |
| 2001-02-01 | 100.8639894953900 |
| 2001-03-01 | 99.4940304995325 |
| 2001-04-01 | 100.9565545934490 |
| 2001-05-01 | 101.3300608247810 |
| 2001-06-01 | 101.3692484033040 |
| 2001-07-01 | 103.4309031334310 |
| 2001-08-01 | 103.7169609242160 |
| 2001-09-01 | 102.0034412512900 |
| 2001-10-01 | 102.1399346947330 |
| 2001-11-01 | 101.9325584975930 |
| 2001-12-01 | 102.1896963153320 |
| 2002-01-01 | 103.0562915659820 |
| 2002-02-01 | 102.6892301487610 |
| 2002-03-01 | 102.9190382110990 |
| 2002-04-01 | 103.3519469328770 |
| 2002-05-01 | 103.7678797320150 |
| 2002-06-01 | 104.3179402597820 |
| 2002-07-01 | 104.7023338941280 |
| 2002-08-01 | 104.7971948681000 |
| 2002-09-01 | 104.5616464880270 |
| 2002-10-01 | 103.8033699318420 |
| 2002-11-01 | 104.2461685351390 |
| 2002-12-01 | 104.3525483515290 |
| 2003-01-01 | 103.8696391706260 |
| 2003-02-01 | 103.3801487016070 |
| 2003-03-01 | 104.1229608464540 |
| 2003-04-01 | 104.2591688219380 |
| 2003-05-01 | 104.1750595837070 |
| 2003-06-01 | 103.9469715932970 |
| 2003-07-01 | 103.8205734165380 |
| 2003-08-01 | 104.2559970930530 |
| 2003-09-01 | 106.1836824107080 |
| 2003-10-01 | 105.1291045710590 |
| 2003-11-01 | 104.8806335992180 |
| 2003-12-01 | 105.3227373376090 |
| 2004-01-01 | 105.1911582040060 |
| 2004-02-01 | 105.0775736892770 |
| 2004-03-01 | 104.9853224195120 |
| 2004-04-01 | 104.7963069717550 |
| 2004-05-01 | 104.5443675458600 |
| 2004-06-01 | 104.8677552325840 |
| 2004-07-01 | 104.6886025402910 |
| 2004-08-01 | 103.2752630098530 |
| 2004-09-01 | 103.0874965520230 |
| 2004-10-01 | 103.6142537474610 |
| 2004-11-01 | 103.6160580638610 |
| 2004-12-01 | 103.3539381126810 |
| 2005-01-01 | 102.5890633363630 |
| 2005-02-01 | 103.3872716654270 |
| 2005-03-01 | 103.3391679076140 |
| 2005-04-01 | 104.0656099258590 |
| 2005-05-01 | 103.8973216391160 |
| 2005-06-01 | 103.0943219946540 |
| 2005-07-01 | 103.0811605779610 |
| 2005-08-01 | 103.7803741064970 |
| 2005-09-01 | 104.0302045674630 |
| 2005-10-01 | 105.1910185692410 |
| 2005-11-01 | 105.6308609734680 |
| 2005-12-01 | 105.5132979220590 |
| 2006-01-01 | 105.9256796042390 |
| 2006-02-01 | 106.9537690776540 |
| 2006-03-01 | 107.3872145411940 |
| 2006-04-01 | 106.0122705038320 |
| 2006-05-01 | 106.6963644728340 |
| 2006-06-01 | 108.7513353151310 |
| 2006-07-01 | 107.5892136418330 |
| 2006-08-01 | 107.9889769414400 |
| 2006-09-01 | 109.3232451572160 |
| 2006-10-01 | 107.1611738451840 |
| 2006-11-01 | 107.2102455244850 |
| 2006-12-01 | 107.5007390120040 |
| 2007-01-01 | 108.7160170793380 |
| 2007-02-01 | 108.0347581874810 |
| 2007-03-01 | 108.1049372866970 |
| 2007-04-01 | 108.9140967360080 |
| 2007-05-01 | 110.0982074763600 |
| 2007-06-01 | 109.3707187837810 |
| 2007-07-01 | 109.6779834313780 |
| 2007-08-01 | 109.5147743602700 |
| 2007-09-01 | 109.4088566889950 |
| 2007-10-01 | 109.2259238990150 |
| 2007-11-01 | 109.5022663979000 |
| 2007-12-01 | 109.9337218660870 |
| 2008-01-01 | 109.4538773478990 |
| 2008-02-01 | 109.8464865108190 |
| 2008-03-01 | 110.0505379985560 |
| 2008-04-01 | 110.6948199724620 |
| 2008-05-01 | 109.8835970642570 |
| 2008-06-01 | 110.3788006291180 |
| 2008-07-01 | 110.1838032916670 |
| 2008-08-01 | 110.1736139456690 |
| 2008-09-01 | 108.7403429394730 |
| 2008-10-01 | 109.9388796352680 |
| 2008-11-01 | 109.8286568991190 |
| 2008-12-01 | 109.7894979080400 |
| 2009-01-01 | 110.1896186971470 |
| 2009-02-01 | 108.7494104356460 |
| 2009-03-01 | 108.7421012112310 |
| 2009-04-01 | 109.2875369029980 |
| 2009-05-01 | 108.6989940141550 |
| 2009-06-01 | 109.2062116417310 |
| 2009-07-01 | 110.2145146924100 |
| 2009-08-01 | 111.8300397005130 |
| 2009-09-01 | 110.6525675230110 |
| 2009-10-01 | 109.7187045199990 |
| 2009-11-01 | 109.7469484055830 |
| 2009-12-01 | 109.9836023047390 |
| 2010-01-01 | 112.6496720668590 |
| 2010-02-01 | 110.6654097331310 |
| 2010-03-01 | 110.5360917879410 |
| 2010-04-01 | 107.9353368772640 |
| 2010-05-01 | 107.6163912917330 |
| 2010-06-01 | 105.6362379198940 |
| 2010-07-01 | 105.9981383566270 |
| 2010-08-01 | 106.2735965507050 |
| 2010-09-01 | 107.2182100030610 |
| 2010-10-01 | 107.2699153042310 |
| 2010-11-01 | 107.3617262817160 |
| 2010-12-01 | 107.5122669388020 |
| 2011-01-01 | 110.2880247254310 |
| 2011-02-01 | 107.2282216000080 |
| 2011-03-01 | 107.3048612047050 |
| 2011-04-01 | 107.7430015043980 |
| 2011-05-01 | 107.5193035918390 |
| 2011-06-01 | 106.2952636994630 |
| 2011-07-01 | 107.6717514877710 |
| 2011-08-01 | 107.7025807979740 |
| 2011-09-01 | 107.8059546118110 |
| 2011-10-01 | 107.8166986138740 |
| 2011-11-01 | 108.0196527206730 |
| 2011-12-01 | 107.8839854467420 |
| 2012-01-01 | 110.7627329863010 |
| 2012-02-01 | 107.7659362154400 |
| 2012-03-01 | 108.1610563447780 |
| 2012-04-01 | 105.3564429438190 |
| 2012-05-01 | 105.7213131723370 |
| 2012-06-01 | 105.7270425566810 |
| 2012-07-01 | 106.0993306901620 |
| 2012-08-01 | 106.2240486147500 |
| 2012-09-01 | 106.2319387292250 |
| 2012-10-01 | 106.4720195952240 |
| 2012-11-01 | 106.2909367928640 |
| 2012-12-01 | 106.9053447710730 |
| 2013-01-01 | 112.0736048131880 |
| 2013-02-01 | 107.1406172757910 |
| 2013-03-01 | 107.0073488499090 |
| 2013-04-01 | 108.3138186281230 |
| 2013-05-01 | 109.0959025811640 |
| 2013-06-01 | 110.2483172658820 |
| 2013-07-01 | 107.0129196724710 |
| 2013-08-01 | 106.5792995660380 |
| 2013-09-01 | 103.8370467659710 |
| 2013-10-01 | 105.3008115279840 |
| 2013-11-01 | 105.1225011270200 |
| 2013-12-01 | 104.3163248482380 |
| 2014-01-01 | 104.0334414954960 |
| 2014-02-01 | 105.1341348996690 |
| 2014-03-01 | 104.9987963961020 |
| 2014-04-01 | 105.6979240475300 |
| 2014-05-01 | 105.9442602799570 |
| 2014-06-01 | 105.6373595160180 |
| 2014-07-01 | 105.6774073807450 |
| 2014-08-01 | 105.3907441989820 |
| 2014-09-01 | 103.2527429014770 |
| 2014-10-01 | 105.4405041661140 |
| 2014-11-01 | 105.9764353031210 |
| 2014-12-01 | 105.9878235669490 |
| 2015-01-01 | 104.6181102029860 |
| 2015-02-01 | 106.1478392131000 |
| 2015-03-01 | 106.7423669171120 |
| 2015-04-01 | 107.6718096420830 |
| 2015-05-01 | 107.6098679066520 |
| 2015-06-01 | 107.9925132371290 |
| 2015-07-01 | 106.8398430759340 |
| 2015-08-01 | 106.6615912666050 |
| 2015-09-01 | 105.0213265001820 |
| 2015-10-01 | 106.9718510782650 |
| 2015-11-01 | 107.1141847430670 |
| 2015-12-01 | 107.5691747691380 |
| 2016-01-01 | 106.4683512689370 |
| 2016-02-01 | 107.3440756324700 |
| 2016-03-01 | 107.3788397610030 |
| 2016-04-01 | 106.8672510203880 |
| 2016-05-01 | 107.4835708869510 |
| 2016-06-01 | 106.3083446116270 |
| 2016-07-01 | 107.1769997639510 |
| 2016-08-01 | 107.1835147864190 |
| 2016-09-01 | 107.3228368784500 |
| 2016-10-01 | 107.0933312651060 |
| 2016-11-01 | 107.2881166051030 |
| 2016-12-01 | 107.6113343973550 |
| 2017-01-01 | 107.4086155449210 |
| 2017-02-01 | 107.4578435027590 |
| 2017-03-01 | 107.3714564389200 |
| 2017-04-01 | 108.3612552638220 |
| 2017-05-01 | 108.9723981322990 |
| 2017-06-01 | 108.2128860852040 |
| 2017-07-01 | 109.6005138784120 |
| 2017-08-01 | 109.2317721296320 |
| 2017-09-01 | 108.6921239724250 |
| 2017-10-01 | 108.8214434720430 |
| 2017-11-01 | 108.6215818370020 |
| 2017-12-01 | 109.0572546315920 |
| 2018-01-01 | 107.1449577324020 |
| 2018-02-01 | 107.4691028211560 |
| 2018-03-01 | 108.0448116923380 |
| 2018-04-01 | 111.8408487925700 |
| 2018-05-01 | 111.1967857963700 |
| 2018-06-01 | 108.3624931131440 |
| 2018-07-01 | 106.8628921750530 |
| 2018-08-01 | 106.0512095805580 |
| 2018-09-01 | 107.3969452299640 |
| 2018-10-01 | 108.7247056014720 |
| 2018-11-01 | 108.3616933896700 |
| 2018-12-01 | 109.3493555786680 |
| 2019-01-01 | 114.0044969760810 |
| 2019-02-01 | 117.3410746720100 |
| 2019-03-01 | 117.3797773645680 |
| 2019-04-01 | 120.7433417538840 |
| 2019-05-01 | 116.6354762575160 |
| 2019-06-01 | 115.3716305935230 |
| 2019-07-01 | 114.4627045026470 |
| 2019-08-01 | 113.2685696903610 |
| 2019-09-01 | 116.6300376797950 |
| 2019-10-01 | 118.0910207044790 |
| 2019-11-01 | 118.5789871399340 |
| 2019-12-01 | 118.5248471953840 |
| 2020-01-01 | 118.4132375699540 |
| 2020-02-01 | 120.2196923537800 |
| 2020-03-01 | 118.3704375291250 |
| 2020-04-01 | 110.5423162134560 |
| 2020-05-01 | 109.8784600610420 |
| 2020-06-01 | 112.9608561586390 |
| 2020-07-01 | 113.4152239386260 |
| 2020-08-01 | 114.8798511185310 |
| 2020-09-01 | 113.8914992688390 |
| 2020-10-01 | 111.6397668432440 |
| 2020-11-01 | 111.8591268699540 |
| 2020-12-01 | 110.7721090806360 |
| 2021-01-01 | 115.9118034094770 |
| 2021-02-01 | 111.8323454151950 |
| 2021-03-01 | 114.2131950797220 |
| 2021-04-01 | 114.3917704365260 |
| 2021-05-01 | 115.5454494278780 |
| 2021-06-01 | 117.3545179909670 |
| 2021-07-01 | 117.1038939176350 |
| 2021-08-01 | 117.0604690886270 |
| 2021-09-01 | 115.0195541931450 |
| 2021-10-01 | 117.4734446002190 |
| 2021-11-01 | 118.1228099738620 |
| 2021-12-01 | 117.4011630383600 |
| 2022-01-01 | 121.8167479218910 |
| 2022-02-01 | 119.1426032410830 |
| 2022-03-01 | 119.6982653286320 |
| 2022-04-01 | 118.0893867600210 |
| 2022-05-01 | 117.8584944284100 |
| 2022-06-01 | 118.1502624302670 |
| 2022-07-01 | 120.2131783153520 |
| 2022-08-01 | 120.3469966426830 |
| 2022-09-01 | 121.0464126001840 |
| 2022-10-01 | 120.5105222314120 |
| 2022-11-01 | 120.6066461935660 |
| 2022-12-01 | 120.4366261114120 |
| 2023-01-01 | 121.9364670632540 |
| 2023-02-01 | 121.7269370481260 |
| 2023-03-01 | 121.7330875599930 |
| 2023-04-01 | 122.3125128838960 |
| 2023-05-01 | 124.3495044100410 |
| 2023-06-01 | 121.6395578251970 |
| 2023-07-01 | 123.6375803476440 |
| 2023-08-01 | 124.4831869950210 |
| 2023-09-01 | 126.1244858170400 |
| 2023-10-01 | 125.3806782069050 |
| 2023-11-01 | 124.8310116530490 |
| 2023-12-01 | 126.3188583078530 |
| 2024-01-01 | 125.9795131387640 |
| 2024-02-01 | 126.9082789860760 |
| 2024-03-01 | 126.9896432191080 |
| 2024-04-01 | 127.9344046980010 |
| 2024-05-01 | 127.7252041473450 |
| 2024-06-01 | 127.7401895280080 |
| 2024-07-01 | 128.2755926433390 |
| 2024-08-01 | 128.5919425141130 |
| 2024-09-01 | 128.0861987886640 |
| 2024-10-01 | 128.0778260043550 |
| 2024-11-01 | 128.6793440203570 |
| 2024-12-01 | 129.7108198287690 |
| 2025-01-01 | 128.8536721706550 |
| 2025-02-01 | 127.9816623092520 |
| 2025-03-01 | 128.2091917585540 |
| 2025-04-01 | 129.2580294965070 |
| 2025-05-01 | 128.3519571154300 |
| 2025-06-01 | 128.1183938244130 |
| 2025-07-01 | 127.9825851864170 |
| 2025-08-01 | 127.9915828331550 |
| 2025-09-01 | 128.1702283797250 |
| 2025-10-01 | 129.2367008073870 |
| 2025-11-01 | 129.4627794391990 |
| 2025-12-01 | 129.2379807642080 |
| 2026-01-01 | 130.4372435287850 |
| 2026-02-01 | 129.7097127183680 |
| 2026-03-01 | 129.8636539168670 |
| 2026-04-01 | 129.8061777203880 |
| 2026-05-01 | 127.9336798142920 |
| 2026-06-01 | 132.6019254170400 |
| 2026-07-01 | 133.3859179491500 |