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 2026-06-01 |
| Last Updated | 2026-07-22 10:18 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 | 88.5727859030517 |
| 1990-02-01 | 89.0394344014957 |
| 1990-03-01 | 87.0205828476499 |
| 1990-04-01 | 89.4714834964469 |
| 1990-05-01 | 90.8000921451286 |
| 1990-06-01 | 91.0797655822667 |
| 1990-07-01 | 89.6218123884578 |
| 1990-08-01 | 90.0400564041810 |
| 1990-09-01 | 88.5126865828393 |
| 1990-10-01 | 91.6175546779025 |
| 1990-11-01 | 91.9167811197489 |
| 1990-12-01 | 92.1540830156718 |
| 1991-01-01 | 89.5270120974289 |
| 1991-02-01 | 90.3315483946423 |
| 1991-03-01 | 90.7977299661990 |
| 1991-04-01 | 89.3604627483423 |
| 1991-05-01 | 88.9569058227627 |
| 1991-06-01 | 89.3913311816937 |
| 1991-07-01 | 90.7331516651434 |
| 1991-08-01 | 90.7657384212745 |
| 1991-09-01 | 89.4298568422606 |
| 1991-10-01 | 88.9978735239015 |
| 1991-11-01 | 88.9498240387698 |
| 1991-12-01 | 88.5993403602760 |
| 1992-01-01 | 89.4042964551038 |
| 1992-02-01 | 89.1912594788632 |
| 1992-03-01 | 88.4826888638988 |
| 1992-04-01 | 89.4278896129341 |
| 1992-05-01 | 89.4645836747121 |
| 1992-06-01 | 89.9132204465604 |
| 1992-07-01 | 89.5175269230329 |
| 1992-08-01 | 88.7357765439352 |
| 1992-09-01 | 90.0057873680842 |
| 1992-10-01 | 90.3009845426990 |
| 1992-11-01 | 89.6744673606560 |
| 1992-12-01 | 88.5947088837541 |
| 1993-01-01 | 92.3624173172884 |
| 1993-02-01 | 90.6826370204058 |
| 1993-03-01 | 91.5377841731515 |
| 1993-04-01 | 87.8655402101785 |
| 1993-05-01 | 87.7800487520848 |
| 1993-06-01 | 87.2410877929337 |
| 1993-07-01 | 88.3015329246659 |
| 1993-08-01 | 88.7557479017867 |
| 1993-09-01 | 88.0889852887692 |
| 1993-10-01 | 87.2911451756241 |
| 1993-11-01 | 88.5547897087068 |
| 1993-12-01 | 88.4923250243993 |
| 1994-01-01 | 87.9150716550396 |
| 1994-02-01 | 88.2663225101391 |
| 1994-03-01 | 88.4390291282679 |
| 1994-04-01 | 89.4923395382095 |
| 1994-05-01 | 89.9310998428888 |
| 1994-06-01 | 90.2797263017481 |
| 1994-07-01 | 87.5559668583784 |
| 1994-08-01 | 87.3789918031243 |
| 1994-09-01 | 90.8881548008717 |
| 1994-10-01 | 90.4576147849392 |
| 1994-11-01 | 89.8079093982083 |
| 1994-12-01 | 90.2569106634865 |
| 1995-01-01 | 90.8923572230321 |
| 1995-02-01 | 90.7267681081944 |
| 1995-03-01 | 90.4146576168854 |
| 1995-04-01 | 90.4943633731796 |
| 1995-05-01 | 90.0616266542738 |
| 1995-06-01 | 90.4981431857239 |
| 1995-07-01 | 90.8675638335774 |
| 1995-08-01 | 90.0191206055915 |
| 1995-09-01 | 93.0495423866200 |
| 1995-10-01 | 94.7509000616310 |
| 1995-11-01 | 93.7104571275813 |
| 1995-12-01 | 93.9680133939634 |
| 1996-01-01 | 93.6749760282882 |
| 1996-02-01 | 94.0226125953200 |
| 1996-03-01 | 94.1732464311247 |
| 1996-04-01 | 94.2552179361723 |
| 1996-05-01 | 94.5826829418808 |
| 1996-06-01 | 93.8847375048184 |
| 1996-07-01 | 93.7676864475699 |
| 1996-08-01 | 93.2367436990553 |
| 1996-09-01 | 93.1782365125025 |
| 1996-10-01 | 93.5199458045006 |
| 1996-11-01 | 93.6251509817460 |
| 1996-12-01 | 93.6335623970652 |
| 1997-01-01 | 95.7666904921348 |
| 1997-02-01 | 95.1621035016761 |
| 1997-03-01 | 94.8358823269137 |
| 1997-04-01 | 94.9581234193451 |
| 1997-05-01 | 95.1561711457435 |
| 1997-06-01 | 94.7031643604175 |
| 1997-07-01 | 95.1758110491250 |
| 1997-08-01 | 95.1091261503873 |
| 1997-09-01 | 94.7113777804614 |
| 1997-10-01 | 94.3117719028984 |
| 1997-11-01 | 94.4258146301832 |
| 1997-12-01 | 94.8594518517160 |
| 1998-01-01 | 95.5311807040966 |
| 1998-02-01 | 95.1886260038612 |
| 1998-03-01 | 95.9311749740796 |
| 1998-04-01 | 94.7872953450536 |
| 1998-05-01 | 96.2001418199608 |
| 1998-06-01 | 97.4145937001990 |
| 1998-07-01 | 96.7219422197491 |
| 1998-08-01 | 96.2003222612879 |
| 1998-09-01 | 96.3894853208385 |
| 1998-10-01 | 96.0162932628398 |
| 1998-11-01 | 96.3250457765591 |
| 1998-12-01 | 95.8657579757660 |
| 1999-01-01 | 95.4136882787504 |
| 1999-02-01 | 96.5271846143659 |
| 1999-03-01 | 97.0652257810148 |
| 1999-04-01 | 95.6834361177152 |
| 1999-05-01 | 95.8948186179025 |
| 1999-06-01 | 96.9956448728167 |
| 1999-07-01 | 96.2483510701157 |
| 1999-08-01 | 96.9778680970499 |
| 1999-09-01 | 97.7071800438747 |
| 1999-10-01 | 98.5554819311921 |
| 1999-11-01 | 99.1408549133058 |
| 1999-12-01 | 99.1270584081515 |
| 2000-01-01 | 98.7442956428337 |
| 2000-02-01 | 97.5908785603269 |
| 2000-03-01 | 97.3008666024751 |
| 2000-04-01 | 98.6507560060463 |
| 2000-05-01 | 98.3694089006373 |
| 2000-06-01 | 98.3182698654086 |
| 2000-07-01 | 98.4809998105619 |
| 2000-08-01 | 99.2671044638691 |
| 2000-09-01 | 99.1712867751995 |
| 2000-10-01 | 99.8937773740316 |
| 2000-11-01 | 99.9852948876526 |
| 2000-12-01 | 100.2339849862830 |
| 2001-01-01 | 100.3424515482270 |
| 2001-02-01 | 100.8639894718440 |
| 2001-03-01 | 99.4940318742017 |
| 2001-04-01 | 100.9565553746470 |
| 2001-05-01 | 101.3300605881010 |
| 2001-06-01 | 101.3692502208550 |
| 2001-07-01 | 103.4309026879290 |
| 2001-08-01 | 103.7169604023240 |
| 2001-09-01 | 102.0034407854780 |
| 2001-10-01 | 102.1399342934040 |
| 2001-11-01 | 101.9325581860350 |
| 2001-12-01 | 102.1896960505060 |
| 2002-01-01 | 103.0562910784420 |
| 2002-02-01 | 102.6892302771880 |
| 2002-03-01 | 102.9190394094760 |
| 2002-04-01 | 103.3519470302580 |
| 2002-05-01 | 103.7678798669890 |
| 2002-06-01 | 104.3179403616850 |
| 2002-07-01 | 104.7023337935700 |
| 2002-08-01 | 104.7971946503950 |
| 2002-09-01 | 104.5616462709380 |
| 2002-10-01 | 103.8033697471580 |
| 2002-11-01 | 104.2461683864770 |
| 2002-12-01 | 104.3525482307240 |
| 2003-01-01 | 103.8696391502030 |
| 2003-02-01 | 103.3801487591320 |
| 2003-03-01 | 104.1229613813110 |
| 2003-04-01 | 104.2591688963540 |
| 2003-05-01 | 104.1750596090060 |
| 2003-06-01 | 103.9469715904440 |
| 2003-07-01 | 103.8205733040140 |
| 2003-08-01 | 104.2559969445280 |
| 2003-09-01 | 106.1836822382380 |
| 2003-10-01 | 105.1291045130360 |
| 2003-11-01 | 104.8806335641840 |
| 2003-12-01 | 105.3227373413360 |
| 2004-01-01 | 105.1911583063910 |
| 2004-02-01 | 105.0775737066460 |
| 2004-03-01 | 104.9853225144150 |
| 2004-04-01 | 104.7963071470760 |
| 2004-05-01 | 104.5443675478420 |
| 2004-06-01 | 104.8677552591440 |
| 2004-07-01 | 104.6886024762920 |
| 2004-08-01 | 103.2752628995940 |
| 2004-09-01 | 103.0874963305510 |
| 2004-10-01 | 103.6142536666990 |
| 2004-11-01 | 103.6160580204770 |
| 2004-12-01 | 103.3539381202860 |
| 2005-01-01 | 102.5890634543260 |
| 2005-02-01 | 103.3872717331410 |
| 2005-03-01 | 103.3391679548380 |
| 2005-04-01 | 104.0656102356120 |
| 2005-05-01 | 103.8973216607770 |
| 2005-06-01 | 103.0943221060080 |
| 2005-07-01 | 103.0811606269790 |
| 2005-08-01 | 103.7803740968210 |
| 2005-09-01 | 104.0302036271680 |
| 2005-10-01 | 105.1910185072980 |
| 2005-11-01 | 105.6308609421830 |
| 2005-12-01 | 105.5132979062440 |
| 2006-01-01 | 105.9256796967670 |
| 2006-02-01 | 106.9537691916290 |
| 2006-03-01 | 107.3872147170690 |
| 2006-04-01 | 106.0122710482000 |
| 2006-05-01 | 106.6963647353820 |
| 2006-06-01 | 108.7513357737690 |
| 2006-07-01 | 107.5892139646700 |
| 2006-08-01 | 107.9889769176080 |
| 2006-09-01 | 109.3232433564660 |
| 2006-10-01 | 107.1611735207190 |
| 2006-11-01 | 107.2102450820420 |
| 2006-12-01 | 107.5007383651810 |
| 2007-01-01 | 108.7160171632680 |
| 2007-02-01 | 108.0347585728880 |
| 2007-03-01 | 108.1049383404290 |
| 2007-04-01 | 108.9140974401880 |
| 2007-05-01 | 110.0982082725890 |
| 2007-06-01 | 109.3707211589020 |
| 2007-07-01 | 109.6779828061190 |
| 2007-08-01 | 109.5147743498840 |
| 2007-09-01 | 109.4088539061930 |
| 2007-10-01 | 109.2259229766700 |
| 2007-11-01 | 109.5022652413700 |
| 2007-12-01 | 109.9337202545080 |
| 2008-01-01 | 109.4538781816080 |
| 2008-02-01 | 109.8464868783760 |
| 2008-03-01 | 110.0505394592250 |
| 2008-04-01 | 110.6948196836040 |
| 2008-05-01 | 109.8835966335400 |
| 2008-06-01 | 110.3788156025760 |
| 2008-07-01 | 110.1837992701440 |
| 2008-08-01 | 110.1736117560340 |
| 2008-09-01 | 108.7403384705320 |
| 2008-10-01 | 109.9388768339790 |
| 2008-11-01 | 109.8286536721440 |
| 2008-12-01 | 109.7894943206460 |
| 2009-01-01 | 110.1896230462580 |
| 2009-02-01 | 108.7494093329160 |
| 2009-03-01 | 108.7420995721360 |
| 2009-04-01 | 109.2875458782100 |
| 2009-05-01 | 108.6989912936060 |
| 2009-06-01 | 109.2062377739380 |
| 2009-07-01 | 110.2145060400710 |
| 2009-08-01 | 111.8300338535380 |
| 2009-09-01 | 110.6525592633680 |
| 2009-10-01 | 109.7186980491050 |
| 2009-11-01 | 109.7469421906930 |
| 2009-12-01 | 109.9835967305430 |
| 2010-01-01 | 112.6496832738590 |
| 2010-02-01 | 110.6654078789480 |
| 2010-03-01 | 110.5360888108590 |
| 2010-04-01 | 107.9353587950610 |
| 2010-05-01 | 107.6163784857210 |
| 2010-06-01 | 105.6362808602590 |
| 2010-07-01 | 105.9981295496080 |
| 2010-08-01 | 106.2735896796970 |
| 2010-09-01 | 107.2181782912990 |
| 2010-10-01 | 107.2699075089970 |
| 2010-11-01 | 107.3617192759350 |
| 2010-12-01 | 107.5122615740750 |
| 2011-01-01 | 110.2880436119190 |
| 2011-02-01 | 107.2282212597500 |
| 2011-03-01 | 107.3048595191040 |
| 2011-04-01 | 107.7430396556950 |
| 2011-05-01 | 107.5192846479160 |
| 2011-06-01 | 106.2953167588800 |
| 2011-07-01 | 107.6717472764470 |
| 2011-08-01 | 107.7025779577740 |
| 2011-09-01 | 107.8058707572890 |
| 2011-10-01 | 107.8166937685820 |
| 2011-11-01 | 108.0196487473110 |
| 2011-12-01 | 107.8839832359420 |
| 2012-01-01 | 110.7627669794010 |
| 2012-02-01 | 107.7659391130280 |
| 2012-03-01 | 108.1610593358000 |
| 2012-04-01 | 105.3564874724680 |
| 2012-05-01 | 105.7212908443650 |
| 2012-06-01 | 105.7271069152430 |
| 2012-07-01 | 106.0993378974010 |
| 2012-08-01 | 106.2240579022740 |
| 2012-09-01 | 106.2317633215750 |
| 2012-10-01 | 106.4720291182770 |
| 2012-11-01 | 106.2909460466270 |
| 2012-12-01 | 106.9053529299950 |
| 2013-01-01 | 112.0736528689500 |
| 2013-02-01 | 107.1406202166340 |
| 2013-03-01 | 107.0073486683680 |
| 2013-04-01 | 108.3138656666610 |
| 2013-05-01 | 109.0958913809230 |
| 2013-06-01 | 110.2483952032580 |
| 2013-07-01 | 107.0129653204040 |
| 2013-08-01 | 106.5793451547790 |
| 2013-09-01 | 103.8368104727510 |
| 2013-10-01 | 105.3008134221360 |
| 2013-11-01 | 105.1224811428670 |
| 2013-12-01 | 104.3162954604480 |
| 2014-01-01 | 104.0334596803520 |
| 2014-02-01 | 105.1341248566920 |
| 2014-03-01 | 104.9988095189850 |
| 2014-04-01 | 105.6979992102820 |
| 2014-05-01 | 105.9443165182970 |
| 2014-06-01 | 105.6375035589140 |
| 2014-07-01 | 105.6775439836310 |
| 2014-08-01 | 105.3908533729900 |
| 2014-09-01 | 103.2524593664800 |
| 2014-10-01 | 105.4404322448240 |
| 2014-11-01 | 105.9762899265820 |
| 2014-12-01 | 105.9876644757140 |
| 2015-01-01 | 104.6180441596830 |
| 2015-02-01 | 106.1478377181700 |
| 2015-03-01 | 106.7424824362650 |
| 2015-04-01 | 107.6719203563040 |
| 2015-05-01 | 107.6099676579770 |
| 2015-06-01 | 107.9928142308320 |
| 2015-07-01 | 106.8401420788330 |
| 2015-08-01 | 106.6619774045410 |
| 2015-09-01 | 105.0210616108270 |
| 2015-10-01 | 106.9716954128380 |
| 2015-11-01 | 107.1138604559420 |
| 2015-12-01 | 107.5686959744090 |
| 2016-01-01 | 106.4665697172500 |
| 2016-02-01 | 107.3449766993410 |
| 2016-03-01 | 107.3795991342660 |
| 2016-04-01 | 106.8674970938750 |
| 2016-05-01 | 107.4837602295930 |
| 2016-06-01 | 106.3087630874410 |
| 2016-07-01 | 107.1773549301870 |
| 2016-08-01 | 107.1841668037570 |
| 2016-09-01 | 107.3225478639020 |
| 2016-10-01 | 107.0930279720370 |
| 2016-11-01 | 107.2875583662160 |
| 2016-12-01 | 107.6105031341370 |
| 2017-01-01 | 107.4050867080720 |
| 2017-02-01 | 107.4597244846500 |
| 2017-03-01 | 107.3730705438620 |
| 2017-04-01 | 108.3615389775730 |
| 2017-05-01 | 108.9724372187970 |
| 2017-06-01 | 108.2134215082180 |
| 2017-07-01 | 109.6009355915260 |
| 2017-08-01 | 109.2326374381640 |
| 2017-09-01 | 108.6919303654990 |
| 2017-10-01 | 108.8210872574840 |
| 2017-11-01 | 108.6209033917040 |
| 2017-12-01 | 109.0561717557470 |
| 2018-01-01 | 107.1397032795340 |
| 2018-02-01 | 107.4719739239610 |
| 2018-03-01 | 108.0471849371930 |
| 2018-04-01 | 111.8410763238550 |
| 2018-05-01 | 111.1965509870020 |
| 2018-06-01 | 108.3628451465560 |
| 2018-07-01 | 106.8630267878230 |
| 2018-08-01 | 106.0517632391060 |
| 2018-09-01 | 107.3981031777570 |
| 2018-10-01 | 108.7241764287800 |
| 2018-11-01 | 108.3609499990030 |
| 2018-12-01 | 109.3483042863830 |
| 2019-01-01 | 113.9985781475840 |
| 2019-02-01 | 117.3443434785560 |
| 2019-03-01 | 117.3824895930070 |
| 2019-04-01 | 120.7431962223540 |
| 2019-05-01 | 116.6346133301830 |
| 2019-06-01 | 115.3716116306390 |
| 2019-07-01 | 114.4625294792510 |
| 2019-08-01 | 113.2688916334520 |
| 2019-09-01 | 116.6329709234050 |
| 2019-10-01 | 118.0905744591980 |
| 2019-11-01 | 118.5785021545250 |
| 2019-12-01 | 118.5241338161830 |
| 2020-01-01 | 118.4070042167030 |
| 2020-02-01 | 120.2233431087320 |
| 2020-03-01 | 118.3732759713790 |
| 2020-04-01 | 110.5421897720410 |
| 2020-05-01 | 109.8731306528570 |
| 2020-06-01 | 112.9619024217110 |
| 2020-07-01 | 113.4145730926250 |
| 2020-08-01 | 114.8797206982110 |
| 2020-09-01 | 113.8992896212400 |
| 2020-10-01 | 111.6399282416120 |
| 2020-11-01 | 111.8593379376200 |
| 2020-12-01 | 110.7716606408260 |
| 2021-01-01 | 115.9060761798720 |
| 2021-02-01 | 111.8329334435230 |
| 2021-03-01 | 114.2132338102260 |
| 2021-04-01 | 114.3902166748450 |
| 2021-05-01 | 115.5352390605240 |
| 2021-06-01 | 117.3587653665150 |
| 2021-07-01 | 117.1061149514930 |
| 2021-08-01 | 117.0635252249600 |
| 2021-09-01 | 115.0336797863000 |
| 2021-10-01 | 117.4756018747680 |
| 2021-11-01 | 118.1230091254680 |
| 2021-12-01 | 117.4033199593010 |
| 2022-01-01 | 121.8059900432390 |
| 2022-02-01 | 119.1340376225550 |
| 2022-03-01 | 119.6899732999770 |
| 2022-04-01 | 118.0838411173980 |
| 2022-05-01 | 117.8447030159270 |
| 2022-06-01 | 118.1624227946880 |
| 2022-07-01 | 120.2251780209250 |
| 2022-08-01 | 120.3599474103530 |
| 2022-09-01 | 121.0725971745900 |
| 2022-10-01 | 120.5178281646120 |
| 2022-11-01 | 120.6085575996260 |
| 2022-12-01 | 120.4410395348130 |
| 2023-01-01 | 121.9176556843720 |
| 2023-02-01 | 121.7010750631380 |
| 2023-03-01 | 121.7010379926300 |
| 2023-04-01 | 122.2766546908670 |
| 2023-05-01 | 124.3258574195790 |
| 2023-06-01 | 121.7032383519510 |
| 2023-07-01 | 123.6776105851060 |
| 2023-08-01 | 124.5252484370480 |
| 2023-09-01 | 126.1584795551970 |
| 2023-10-01 | 125.3881157652530 |
| 2023-11-01 | 124.8289573454830 |
| 2023-12-01 | 126.3225789929470 |
| 2024-01-01 | 125.9487978018500 |
| 2024-02-01 | 126.8587368385960 |
| 2024-03-01 | 126.9190923623930 |
| 2024-04-01 | 127.8400661615780 |
| 2024-05-01 | 127.7223436103900 |
| 2024-06-01 | 127.8276278031530 |
| 2024-07-01 | 128.4143304275510 |
| 2024-08-01 | 128.6664777246420 |
| 2024-09-01 | 128.1248104910640 |
| 2024-10-01 | 128.0799253757520 |
| 2024-11-01 | 128.6694654679530 |
| 2024-12-01 | 129.7069774248930 |
| 2025-01-01 | 128.8098268636980 |
| 2025-02-01 | 127.9081434963540 |
| 2025-03-01 | 128.0952125622510 |
| 2025-04-01 | 129.0922277592870 |
| 2025-05-01 | 128.3789411661570 |
| 2025-06-01 | 128.2246990360190 |
| 2025-07-01 | 128.2474861846010 |
| 2025-08-01 | 128.0954512764290 |
| 2025-09-01 | 128.2051794525420 |
| 2025-10-01 | 129.2269617039500 |
| 2025-11-01 | 129.4393086434010 |
| 2025-12-01 | 129.2247310168790 |
| 2026-01-01 | 130.3801757319920 |
| 2026-02-01 | 129.6149106822230 |
| 2026-03-01 | 129.7130666276230 |
| 2026-04-01 | 129.5826368311880 |
| 2026-05-01 | 128.0058807548160 |
| 2026-06-01 | 132.4675438353600 |