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 2026-08-01 |
| Last Updated | 2026-09-18 11:16 AM 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 | 88.5728129754 |
| 1990-02-01 | 89.0394872894 |
| 1990-03-01 | 87.0206652891 |
| 1990-04-01 | 89.4714017040 |
| 1990-05-01 | 90.8000173113 |
| 1990-06-01 | 91.0797039728 |
| 1990-07-01 | 89.6217694166 |
| 1990-08-01 | 90.0400332450 |
| 1990-09-01 | 88.5126736143 |
| 1990-10-01 | 91.6175588327 |
| 1990-11-01 | 91.9168114222 |
| 1990-12-01 | 92.1541468883 |
| 1991-01-01 | 89.5270414348 |
| 1991-02-01 | 90.3316092275 |
| 1991-03-01 | 90.7978250771 |
| 1991-04-01 | 89.3603676067 |
| 1991-05-01 | 88.9568243400 |
| 1991-06-01 | 89.3912721576 |
| 1991-07-01 | 90.7331083022 |
| 1991-08-01 | 90.7657152430 |
| 1991-09-01 | 89.4298544683 |
| 1991-10-01 | 88.9978737768 |
| 1991-11-01 | 88.9498523604 |
| 1991-12-01 | 88.5993986262 |
| 1992-01-01 | 89.4043276851 |
| 1992-02-01 | 89.1913274511 |
| 1992-03-01 | 88.4827852537 |
| 1992-04-01 | 89.4277828263 |
| 1992-05-01 | 89.4644952000 |
| 1992-06-01 | 89.9131641604 |
| 1992-07-01 | 89.5174856785 |
| 1992-08-01 | 88.7357554159 |
| 1992-09-01 | 90.0057998824 |
| 1992-10-01 | 90.3009823364 |
| 1992-11-01 | 89.6744933160 |
| 1992-12-01 | 88.5947609455 |
| 1993-01-01 | 92.3624508327 |
| 1993-02-01 | 90.6827016824 |
| 1993-03-01 | 91.5378691337 |
| 1993-04-01 | 87.8654428175 |
| 1993-05-01 | 87.7799669463 |
| 1993-06-01 | 87.2410419279 |
| 1993-07-01 | 88.3014962417 |
| 1993-08-01 | 88.7557286780 |
| 1993-09-01 | 88.0890095092 |
| 1993-10-01 | 87.2911399875 |
| 1993-11-01 | 88.5548085595 |
| 1993-12-01 | 88.4923671900 |
| 1994-01-01 | 87.9150997412 |
| 1994-02-01 | 88.2663806859 |
| 1994-03-01 | 88.4391041119 |
| 1994-04-01 | 89.4922447818 |
| 1994-05-01 | 89.9310237848 |
| 1994-06-01 | 90.2796881863 |
| 1994-07-01 | 87.5559389675 |
| 1994-08-01 | 87.3789793130 |
| 1994-09-01 | 90.8881865135 |
| 1994-10-01 | 90.4576106738 |
| 1994-11-01 | 89.8079241632 |
| 1994-12-01 | 90.2569408196 |
| 1995-01-01 | 90.8923799426 |
| 1995-02-01 | 90.7268073583 |
| 1995-03-01 | 90.4147069507 |
| 1995-04-01 | 90.4942960588 |
| 1995-05-01 | 90.0615718998 |
| 1995-06-01 | 90.4981189144 |
| 1995-07-01 | 90.8675442603 |
| 1995-08-01 | 90.0191124637 |
| 1995-09-01 | 93.0495757197 |
| 1995-10-01 | 94.7508970748 |
| 1995-11-01 | 93.7104658932 |
| 1995-12-01 | 93.9680304709 |
| 1996-01-01 | 93.6749904152 |
| 1996-02-01 | 94.0226328055 |
| 1996-03-01 | 94.1732708523 |
| 1996-04-01 | 94.2551798441 |
| 1996-05-01 | 94.5826509340 |
| 1996-06-01 | 93.8847237034 |
| 1996-07-01 | 93.7676759277 |
| 1996-08-01 | 93.2367401686 |
| 1996-09-01 | 93.1782605819 |
| 1996-10-01 | 93.5199466463 |
| 1996-11-01 | 93.6251558647 |
| 1996-12-01 | 93.6335681761 |
| 1997-01-01 | 95.7666982407 |
| 1997-02-01 | 95.1621057118 |
| 1997-03-01 | 94.8358805806 |
| 1997-04-01 | 94.9581165962 |
| 1997-05-01 | 95.1561626656 |
| 1997-06-01 | 94.7031590016 |
| 1997-07-01 | 95.1758070050 |
| 1997-08-01 | 95.1091245118 |
| 1997-09-01 | 94.7113891144 |
| 1997-10-01 | 94.3117731464 |
| 1997-11-01 | 94.4258151775 |
| 1997-12-01 | 94.8594524765 |
| 1998-01-01 | 95.5311837799 |
| 1998-02-01 | 95.1886255070 |
| 1998-03-01 | 95.9311735838 |
| 1998-04-01 | 94.7872929472 |
| 1998-05-01 | 96.2001406759 |
| 1998-06-01 | 97.4145900730 |
| 1998-07-01 | 96.7219424751 |
| 1998-08-01 | 96.2003232830 |
| 1998-09-01 | 96.3894868255 |
| 1998-10-01 | 96.0162950983 |
| 1998-11-01 | 96.3250462763 |
| 1998-12-01 | 95.8657578192 |
| 1999-01-01 | 95.4136897184 |
| 1999-02-01 | 96.5271838587 |
| 1999-03-01 | 97.0652246644 |
| 1999-04-01 | 95.6834348375 |
| 1999-05-01 | 95.8948190990 |
| 1999-06-01 | 96.9956426215 |
| 1999-07-01 | 96.2483519004 |
| 1999-08-01 | 96.9778689049 |
| 1999-09-01 | 97.7071806790 |
| 1999-10-01 | 98.5554823398 |
| 1999-11-01 | 99.1408550703 |
| 1999-12-01 | 99.1270584220 |
| 2000-01-01 | 98.7442968649 |
| 2000-02-01 | 97.5908783768 |
| 2000-03-01 | 97.3008658340 |
| 2000-04-01 | 98.6507552461 |
| 2000-05-01 | 98.3694091951 |
| 2000-06-01 | 98.3182681866 |
| 2000-07-01 | 98.4810001903 |
| 2000-08-01 | 99.2671048525 |
| 2000-09-01 | 99.1712871039 |
| 2000-10-01 | 99.8937776691 |
| 2000-11-01 | 99.9852951345 |
| 2000-12-01 | 100.2339852298 |
| 2001-01-01 | 100.3424520910 |
| 2001-02-01 | 100.8639894785 |
| 2001-03-01 | 99.4940311959 |
| 2001-04-01 | 100.9565549887 |
| 2001-05-01 | 101.3300607035 |
| 2001-06-01 | 101.3692493252 |
| 2001-07-01 | 103.4309029075 |
| 2001-08-01 | 103.7169606595 |
| 2001-09-01 | 102.0034410281 |
| 2001-10-01 | 102.1399344934 |
| 2001-11-01 | 101.9325583417 |
| 2001-12-01 | 102.1896961826 |
| 2002-01-01 | 103.0562913057 |
| 2002-02-01 | 102.6892302076 |
| 2002-03-01 | 102.9190388178 |
| 2002-04-01 | 103.3519469818 |
| 2002-05-01 | 103.7678797980 |
| 2002-06-01 | 104.3179403099 |
| 2002-07-01 | 104.7023338437 |
| 2002-08-01 | 104.7971947577 |
| 2002-09-01 | 104.5616464021 |
| 2002-10-01 | 103.8033698428 |
| 2002-11-01 | 104.2461684643 |
| 2002-12-01 | 104.3525482934 |
| 2003-01-01 | 103.8696391345 |
| 2003-02-01 | 103.3801487253 |
| 2003-03-01 | 104.1229611214 |
| 2003-04-01 | 104.2591688426 |
| 2003-05-01 | 104.1750595926 |
| 2003-06-01 | 103.9469715915 |
| 2003-07-01 | 103.8205733580 |
| 2003-08-01 | 104.2559970139 |
| 2003-09-01 | 106.1836823774 |
| 2003-10-01 | 105.1291045607 |
| 2003-11-01 | 104.8806335849 |
| 2003-12-01 | 105.3227373407 |
| 2004-01-01 | 105.1911582126 |
| 2004-02-01 | 105.0775736862 |
| 2004-03-01 | 104.9853224649 |
| 2004-04-01 | 104.7963070131 |
| 2004-05-01 | 104.5443675659 |
| 2004-06-01 | 104.8677552393 |
| 2004-07-01 | 104.6886025062 |
| 2004-08-01 | 103.2752629589 |
| 2004-09-01 | 103.0874965305 |
| 2004-10-01 | 103.6142537517 |
| 2004-11-01 | 103.6160580476 |
| 2004-12-01 | 103.3539381094 |
| 2005-01-01 | 102.5890633362 |
| 2005-02-01 | 103.3872716661 |
| 2005-03-01 | 103.3391679039 |
| 2005-04-01 | 104.0656099882 |
| 2005-05-01 | 103.8973216850 |
| 2005-06-01 | 103.0943220348 |
| 2005-07-01 | 103.0811605994 |
| 2005-08-01 | 103.7803741119 |
| 2005-09-01 | 104.0302043695 |
| 2005-10-01 | 105.1910185957 |
| 2005-11-01 | 105.6308609448 |
| 2005-12-01 | 105.5132978814 |
| 2006-01-01 | 105.9256795591 |
| 2006-02-01 | 106.9537690628 |
| 2006-03-01 | 107.3872145505 |
| 2006-04-01 | 106.0122706263 |
| 2006-05-01 | 106.6963646195 |
| 2006-06-01 | 108.7513354697 |
| 2006-07-01 | 107.5892137744 |
| 2006-08-01 | 107.9889770641 |
| 2006-09-01 | 109.3232447447 |
| 2006-10-01 | 107.1611738138 |
| 2006-11-01 | 107.2102453766 |
| 2006-12-01 | 107.5007387694 |
| 2007-01-01 | 108.7160166365 |
| 2007-02-01 | 108.0347582792 |
| 2007-03-01 | 108.1049376521 |
| 2007-04-01 | 108.9140969097 |
| 2007-05-01 | 110.0982078091 |
| 2007-06-01 | 109.3707195809 |
| 2007-07-01 | 109.6779832995 |
| 2007-08-01 | 109.5147746552 |
| 2007-09-01 | 109.4088560650 |
| 2007-10-01 | 109.2259237487 |
| 2007-11-01 | 109.5022660738 |
| 2007-12-01 | 109.9337213528 |
| 2008-01-01 | 109.4538762554 |
| 2008-02-01 | 109.8464866585 |
| 2008-03-01 | 110.0505386268 |
| 2008-04-01 | 110.6948198950 |
| 2008-05-01 | 109.8835970737 |
| 2008-06-01 | 110.3788054843 |
| 2008-07-01 | 110.1838021704 |
| 2008-08-01 | 110.1736137784 |
| 2008-09-01 | 108.7403419059 |
| 2008-10-01 | 109.9388790061 |
| 2008-11-01 | 109.8286560241 |
| 2008-12-01 | 109.7894968489 |
| 2009-01-01 | 110.1896171855 |
| 2009-02-01 | 108.7494101741 |
| 2009-03-01 | 108.7421010604 |
| 2009-04-01 | 109.2875401283 |
| 2009-05-01 | 108.6989932976 |
| 2009-06-01 | 109.2062200734 |
| 2009-07-01 | 110.2145121962 |
| 2009-08-01 | 111.8300385649 |
| 2009-09-01 | 110.6525654847 |
| 2009-10-01 | 109.7187029583 |
| 2009-11-01 | 109.7469468753 |
| 2009-12-01 | 109.9836009390 |
| 2010-01-01 | 112.6496699128 |
| 2010-02-01 | 110.6654095236 |
| 2010-03-01 | 110.5360915387 |
| 2010-04-01 | 107.9353446867 |
| 2010-05-01 | 107.6163873216 |
| 2010-06-01 | 105.6362517667 |
| 2010-07-01 | 105.9981359056 |
| 2010-08-01 | 106.2735951781 |
| 2010-09-01 | 107.2182008924 |
| 2010-10-01 | 107.2699134797 |
| 2010-11-01 | 107.3617246921 |
| 2010-12-01 | 107.5122658345 |
| 2011-01-01 | 110.2880228017 |
| 2011-02-01 | 107.2282220223 |
| 2011-03-01 | 107.3048615630 |
| 2011-04-01 | 107.7430148722 |
| 2011-05-01 | 107.5192975834 |
| 2011-06-01 | 106.2952808224 |
| 2011-07-01 | 107.6717505381 |
| 2011-08-01 | 107.7025806698 |
| 2011-09-01 | 107.8059297403 |
| 2011-10-01 | 107.8166978475 |
| 2011-11-01 | 108.0196522884 |
| 2011-12-01 | 107.8839855960 |
| 2012-01-01 | 110.7627335946 |
| 2012-02-01 | 107.7659379260 |
| 2012-03-01 | 108.1610583362 |
| 2012-04-01 | 105.3564584455 |
| 2012-05-01 | 105.7213060534 |
| 2012-06-01 | 105.7270632845 |
| 2012-07-01 | 106.0993332619 |
| 2012-08-01 | 106.2240520237 |
| 2012-09-01 | 106.2318863090 |
| 2012-10-01 | 106.4720231978 |
| 2012-11-01 | 106.2909404148 |
| 2012-12-01 | 106.9053481115 |
| 2013-01-01 | 112.0736094931 |
| 2013-02-01 | 107.1406187610 |
| 2013-03-01 | 107.0073494275 |
| 2013-04-01 | 108.3138346213 |
| 2013-05-01 | 109.0958987572 |
| 2013-06-01 | 110.2483422996 |
| 2013-07-01 | 107.0129347226 |
| 2013-08-01 | 106.5793148765 |
| 2013-09-01 | 103.8369768784 |
| 2013-10-01 | 105.3008129025 |
| 2013-11-01 | 105.1224952525 |
| 2013-12-01 | 104.3163156532 |
| 2014-01-01 | 104.0334371051 |
| 2014-02-01 | 105.1341311929 |
| 2014-03-01 | 104.9988000307 |
| 2014-04-01 | 105.6979479979 |
| 2014-05-01 | 105.9442779557 |
| 2014-06-01 | 105.6374065117 |
| 2014-07-01 | 105.6774532556 |
| 2014-08-01 | 105.3907820667 |
| 2014-09-01 | 103.2526610194 |
| 2014-10-01 | 105.4404825731 |
| 2014-11-01 | 105.9763879939 |
| 2014-12-01 | 105.9877698626 |
| 2015-01-01 | 104.6180779325 |
| 2015-02-01 | 106.1478344861 |
| 2015-03-01 | 106.7424006193 |
| 2015-04-01 | 107.6718474852 |
| 2015-05-01 | 107.6098968693 |
| 2015-06-01 | 107.9926114482 |
| 2015-07-01 | 106.8399424851 |
| 2015-08-01 | 106.6617336700 |
| 2015-09-01 | 105.0212520752 |
| 2015-10-01 | 106.9718042213 |
| 2015-11-01 | 107.1140817131 |
| 2015-12-01 | 107.5690204629 |
| 2016-01-01 | 106.4677420319 |
| 2016-02-01 | 107.3443555435 |
| 2016-03-01 | 107.3790756114 |
| 2016-04-01 | 106.8673396955 |
| 2016-05-01 | 107.4836244139 |
| 2016-06-01 | 106.3084825187 |
| 2016-07-01 | 107.1771229325 |
| 2016-08-01 | 107.1837658154 |
| 2016-09-01 | 107.3227635721 |
| 2016-10-01 | 107.0932453106 |
| 2016-11-01 | 107.2879419507 |
| 2016-12-01 | 107.6110639123 |
| 2017-01-01 | 107.4074039508 |
| 2017-02-01 | 107.4584344605 |
| 2017-03-01 | 107.3719235083 |
| 2017-04-01 | 108.3613860153 |
| 2017-05-01 | 108.9723978545 |
| 2017-06-01 | 108.2130737609 |
| 2017-07-01 | 109.6006762449 |
| 2017-08-01 | 109.2320982831 |
| 2017-09-01 | 108.6921046540 |
| 2017-10-01 | 108.8213630888 |
| 2017-11-01 | 108.6213834336 |
| 2017-12-01 | 109.0569067114 |
| 2018-01-01 | 107.1431277402 |
| 2018-02-01 | 107.4700100505 |
| 2018-03-01 | 108.0454706964 |
| 2018-04-01 | 111.8409719244 |
| 2018-05-01 | 111.1966759441 |
| 2018-06-01 | 108.3626088668 |
| 2018-07-01 | 106.8629431033 |
| 2018-08-01 | 106.0513810659 |
| 2018-09-01 | 107.3976726709 |
| 2018-10-01 | 108.7245445362 |
| 2018-11-01 | 108.3614466427 |
| 2018-12-01 | 109.3489829762 |
| 2019-01-01 | 114.0023988664 |
| 2019-02-01 | 117.3420670835 |
| 2019-03-01 | 117.3804441538 |
| 2019-04-01 | 120.7433251759 |
| 2019-05-01 | 116.6351276576 |
| 2019-06-01 | 115.3716304565 |
| 2019-07-01 | 114.4626860611 |
| 2019-08-01 | 113.2686721665 |
| 2019-09-01 | 116.6317563599 |
| 2019-10-01 | 118.0908797455 |
| 2019-11-01 | 118.5787769594 |
| 2019-12-01 | 118.5244999270 |
| 2020-01-01 | 118.4109379131 |
| 2020-02-01 | 120.2207177590 |
| 2020-03-01 | 118.3710523647 |
| 2020-04-01 | 110.5422153743 |
| 2020-05-01 | 109.8766591565 |
| 2020-06-01 | 112.9613003668 |
| 2020-07-01 | 113.4149737705 |
| 2020-08-01 | 114.8796634754 |
| 2020-09-01 | 113.8958272368 |
| 2020-10-01 | 111.6395742187 |
| 2020-11-01 | 111.8588970667 |
| 2020-12-01 | 110.7716586654 |
| 2021-01-01 | 115.9096549899 |
| 2021-02-01 | 111.8324228314 |
| 2021-03-01 | 114.2129794750 |
| 2021-04-01 | 114.3911974495 |
| 2021-05-01 | 115.5419872081 |
| 2021-06-01 | 117.3559537905 |
| 2021-07-01 | 117.1043555253 |
| 2021-08-01 | 117.0610257064 |
| 2021-09-01 | 115.0266331970 |
| 2021-10-01 | 117.4738464863 |
| 2021-11-01 | 118.1228452531 |
| 2021-12-01 | 117.3995084880 |
| 2022-01-01 | 121.8139935775 |
| 2022-02-01 | 119.1407444334 |
| 2022-03-01 | 119.6961858006 |
| 2022-04-01 | 118.0877337688 |
| 2022-05-01 | 117.8535520824 |
| 2022-06-01 | 118.1535231731 |
| 2022-07-01 | 120.2157472132 |
| 2022-08-01 | 120.3497413853 |
| 2022-09-01 | 121.0576859319 |
| 2022-10-01 | 120.5121837597 |
| 2022-11-01 | 120.6074738733 |
| 2022-12-01 | 120.4337535714 |
| 2023-01-01 | 121.9329040822 |
| 2023-02-01 | 121.7218159611 |
| 2023-03-01 | 121.7255885939 |
| 2023-04-01 | 122.3030578099 |
| 2023-05-01 | 124.3400614059 |
| 2023-06-01 | 121.6621883253 |
| 2023-07-01 | 123.6327546987 |
| 2023-08-01 | 124.4995071818 |
| 2023-09-01 | 126.1394313767 |
| 2023-10-01 | 125.3820905697 |
| 2023-11-01 | 124.8302271516 |
| 2023-12-01 | 126.3133819884 |
| 2024-01-01 | 125.9744587618 |
| 2024-02-01 | 126.8996728892 |
| 2024-03-01 | 126.9758105848 |
| 2024-04-01 | 127.9151622456 |
| 2024-05-01 | 127.7087967476 |
| 2024-06-01 | 127.7794738506 |
| 2024-07-01 | 128.2703495275 |
| 2024-08-01 | 128.6343941226 |
| 2024-09-01 | 128.1038806548 |
| 2024-10-01 | 128.0769445494 |
| 2024-11-01 | 128.6749367961 |
| 2024-12-01 | 129.7017082493 |
| 2025-01-01 | 128.8460693049 |
| 2025-02-01 | 127.9694714845 |
| 2025-03-01 | 128.1886993868 |
| 2025-04-01 | 129.2274593945 |
| 2025-05-01 | 128.3285848226 |
| 2025-06-01 | 128.1759009772 |
| 2025-07-01 | 127.9760582926 |
| 2025-08-01 | 128.0623739233 |
| 2025-09-01 | 128.1885718028 |
| 2025-10-01 | 129.2324078554 |
| 2025-11-01 | 129.4534911061 |
| 2025-12-01 | 129.2246400059 |
| 2026-01-01 | 130.4271523131 |
| 2026-02-01 | 129.6940669398 |
| 2026-03-01 | 129.8377191591 |
| 2026-04-01 | 129.7679856356 |
| 2026-05-01 | 127.9049450283 |
| 2026-06-01 | 132.6628334028 |
| 2026-07-01 | 133.0570699234 |
| 2026-08-01 | 132.3596576320 |