Table Data - All Employees: Education and Health Services: Hospitals in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Education and Health Services: Hospitals in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109006562200001SA |
| 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 11:34 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 | 14.1579299636 |
| 1990-02-01 | 14.1673526451 |
| 1990-03-01 | 14.1442970713 |
| 1990-04-01 | 14.2178733635 |
| 1990-05-01 | 14.2622143100 |
| 1990-06-01 | 14.2453925878 |
| 1990-07-01 | 14.2764076794 |
| 1990-08-01 | 14.3162082903 |
| 1990-09-01 | 14.3599798287 |
| 1990-10-01 | 14.3913868452 |
| 1990-11-01 | 14.4061927470 |
| 1990-12-01 | 14.4599387586 |
| 1991-01-01 | 14.3543998863 |
| 1991-02-01 | 14.4625577670 |
| 1991-03-01 | 14.4358997002 |
| 1991-04-01 | 14.9226091795 |
| 1991-05-01 | 14.9759517011 |
| 1991-06-01 | 14.9422628602 |
| 1991-07-01 | 14.9735269038 |
| 1991-08-01 | 14.9208430488 |
| 1991-09-01 | 14.8639362061 |
| 1991-10-01 | 14.7986644019 |
| 1991-11-01 | 14.8096081582 |
| 1991-12-01 | 14.5691661432 |
| 1992-01-01 | 14.4470046160 |
| 1992-02-01 | 14.3481184530 |
| 1992-03-01 | 14.2118263560 |
| 1992-04-01 | 14.3064523510 |
| 1992-05-01 | 14.2709023228 |
| 1992-06-01 | 14.2348227361 |
| 1992-07-01 | 13.7868134013 |
| 1992-08-01 | 13.8426316819 |
| 1992-09-01 | 13.8709983016 |
| 1992-10-01 | 14.1234898537 |
| 1992-11-01 | 14.0191092669 |
| 1992-12-01 | 14.0894788927 |
| 1993-01-01 | 14.4402894907 |
| 1993-02-01 | 14.0314108036 |
| 1993-03-01 | 14.2842344529 |
| 1993-04-01 | 14.0891653500 |
| 1993-05-01 | 14.0622364260 |
| 1993-06-01 | 14.1264478271 |
| 1993-07-01 | 13.9880687259 |
| 1993-08-01 | 13.9614235960 |
| 1993-09-01 | 13.8827099321 |
| 1993-10-01 | 13.8503212277 |
| 1993-11-01 | 13.8271567191 |
| 1993-12-01 | 13.8140598139 |
| 1994-01-01 | 14.0303712076 |
| 1994-02-01 | 13.9139595397 |
| 1994-03-01 | 13.8534699208 |
| 1994-04-01 | 13.8717279534 |
| 1994-05-01 | 13.7461201440 |
| 1994-06-01 | 13.6160783676 |
| 1994-07-01 | 13.7890679730 |
| 1994-08-01 | 13.7786249637 |
| 1994-09-01 | 13.7991479322 |
| 1994-10-01 | 13.7760273999 |
| 1994-11-01 | 13.7373030644 |
| 1994-12-01 | 13.7419353645 |
| 1995-01-01 | 13.7260552655 |
| 1995-02-01 | 13.6970283751 |
| 1995-03-01 | 13.6285846527 |
| 1995-04-01 | 13.4490708746 |
| 1995-05-01 | 13.4229018941 |
| 1995-06-01 | 13.3118645925 |
| 1995-07-01 | 13.1869013135 |
| 1995-08-01 | 13.2884528974 |
| 1995-09-01 | 13.4156544462 |
| 1995-10-01 | 13.2961371887 |
| 1995-11-01 | 13.3575394075 |
| 1995-12-01 | 13.2703141900 |
| 1996-01-01 | 13.1218158136 |
| 1996-02-01 | 13.0819143391 |
| 1996-03-01 | 13.1103044787 |
| 1996-04-01 | 13.3383915386 |
| 1996-05-01 | 13.2994094995 |
| 1996-06-01 | 13.3124794527 |
| 1996-07-01 | 13.0825438795 |
| 1996-08-01 | 13.1887534319 |
| 1996-09-01 | 13.1186176919 |
| 1996-10-01 | 13.2105151874 |
| 1996-11-01 | 13.2777299863 |
| 1996-12-01 | 13.2928232104 |
| 1997-01-01 | 13.4194398606 |
| 1997-02-01 | 13.4815508750 |
| 1997-03-01 | 13.4995209153 |
| 1997-04-01 | 13.5290924242 |
| 1997-05-01 | 13.4807249669 |
| 1997-06-01 | 13.5080690375 |
| 1997-07-01 | 13.5748716062 |
| 1997-08-01 | 13.5794334855 |
| 1997-09-01 | 13.5184692379 |
| 1997-10-01 | 13.6186352280 |
| 1997-11-01 | 13.5947680498 |
| 1997-12-01 | 13.6153395169 |
| 1998-01-01 | 13.6104542001 |
| 1998-02-01 | 13.8898842649 |
| 1998-03-01 | 13.7039823641 |
| 1998-04-01 | 13.6218303771 |
| 1998-05-01 | 13.7736196323 |
| 1998-06-01 | 13.4947600310 |
| 1998-07-01 | 13.5768427765 |
| 1998-08-01 | 13.4643495223 |
| 1998-09-01 | 13.4088325928 |
| 1998-10-01 | 13.3208454873 |
| 1998-11-01 | 13.2044326886 |
| 1998-12-01 | 13.2272582890 |
| 1999-01-01 | 13.2083293261 |
| 1999-02-01 | 13.2077055308 |
| 1999-03-01 | 13.1222109144 |
| 1999-04-01 | 13.0144090365 |
| 1999-05-01 | 12.9670186105 |
| 1999-06-01 | 12.8770029373 |
| 1999-07-01 | 12.7827162001 |
| 1999-08-01 | 12.8553058774 |
| 1999-09-01 | 12.8976575875 |
| 1999-10-01 | 12.8162534330 |
| 1999-11-01 | 12.8055711080 |
| 1999-12-01 | 12.8258348034 |
| 2000-01-01 | 12.9135011666 |
| 2000-02-01 | 12.8255451091 |
| 2000-03-01 | 12.7457897244 |
| 2000-04-01 | 13.0215803375 |
| 2000-05-01 | 12.9646695717 |
| 2000-06-01 | 13.0563683521 |
| 2000-07-01 | 13.0822745666 |
| 2000-08-01 | 13.1472011535 |
| 2000-09-01 | 13.1833977961 |
| 2000-10-01 | 13.2098213879 |
| 2000-11-01 | 13.2997072885 |
| 2000-12-01 | 13.2111489144 |
| 2001-01-01 | 13.3275957491 |
| 2001-02-01 | 13.3524386268 |
| 2001-03-01 | 13.3683883418 |
| 2001-04-01 | 13.5346875268 |
| 2001-05-01 | 13.4629685121 |
| 2001-06-01 | 13.7296553149 |
| 2001-07-01 | 13.7762199121 |
| 2001-08-01 | 13.8403996295 |
| 2001-09-01 | 13.8818535784 |
| 2001-10-01 | 13.8998719141 |
| 2001-11-01 | 13.9895705369 |
| 2001-12-01 | 14.0938108306 |
| 2002-01-01 | 14.1422265849 |
| 2002-02-01 | 14.2737319541 |
| 2002-03-01 | 14.3945819003 |
| 2002-04-01 | 14.3495773330 |
| 2002-05-01 | 14.4624696979 |
| 2002-06-01 | 14.5058585481 |
| 2002-07-01 | 14.5677862172 |
| 2002-08-01 | 14.5356291752 |
| 2002-09-01 | 14.4881803289 |
| 2002-10-01 | 14.6863966789 |
| 2002-11-01 | 14.7892820263 |
| 2002-12-01 | 14.7755828557 |
| 2003-01-01 | 14.6528568779 |
| 2003-02-01 | 14.6826435986 |
| 2003-03-01 | 14.7131094339 |
| 2003-04-01 | 14.7565127915 |
| 2003-05-01 | 14.8559742486 |
| 2003-06-01 | 14.8982439713 |
| 2003-07-01 | 14.9616649372 |
| 2003-08-01 | 15.0359596716 |
| 2003-09-01 | 15.0976756983 |
| 2003-10-01 | 15.1727228627 |
| 2003-11-01 | 15.1967589385 |
| 2003-12-01 | 15.2633909844 |
| 2004-01-01 | 15.2569062961 |
| 2004-02-01 | 15.1791384330 |
| 2004-03-01 | 15.3282279390 |
| 2004-04-01 | 15.3573578252 |
| 2004-05-01 | 15.3497550670 |
| 2004-06-01 | 15.4032544775 |
| 2004-07-01 | 15.3651726708 |
| 2004-08-01 | 15.4322795976 |
| 2004-09-01 | 15.3989870265 |
| 2004-10-01 | 15.3625245479 |
| 2004-11-01 | 15.5113577820 |
| 2004-12-01 | 15.5618075490 |
| 2005-01-01 | 15.6512451404 |
| 2005-02-01 | 15.6746895050 |
| 2005-03-01 | 15.6372271416 |
| 2005-04-01 | 15.7428899563 |
| 2005-05-01 | 15.8463017350 |
| 2005-06-01 | 15.9160302180 |
| 2005-07-01 | 15.9726980888 |
| 2005-08-01 | 15.9219102260 |
| 2005-09-01 | 16.0000395150 |
| 2005-10-01 | 16.0591905451 |
| 2005-11-01 | 16.0180506231 |
| 2005-12-01 | 15.9712658345 |
| 2006-01-01 | 16.1413864857 |
| 2006-02-01 | 16.1714261366 |
| 2006-03-01 | 16.1456351515 |
| 2006-04-01 | 16.2210042872 |
| 2006-05-01 | 16.2442132615 |
| 2006-06-01 | 16.2319255737 |
| 2006-07-01 | 16.2820075404 |
| 2006-08-01 | 16.3119303284 |
| 2006-09-01 | 16.4005026623 |
| 2006-10-01 | 16.5598529288 |
| 2006-11-01 | 16.5216211801 |
| 2006-12-01 | 16.5841136836 |
| 2007-01-01 | 16.6346729442 |
| 2007-02-01 | 16.7700523445 |
| 2007-03-01 | 16.8492051885 |
| 2007-04-01 | 16.8975976264 |
| 2007-05-01 | 16.9406906645 |
| 2007-06-01 | 17.0431586084 |
| 2007-07-01 | 17.1884898542 |
| 2007-08-01 | 17.4038143409 |
| 2007-09-01 | 17.5071131236 |
| 2007-10-01 | 17.5619678255 |
| 2007-11-01 | 17.6146762749 |
| 2007-12-01 | 17.6894422088 |
| 2008-01-01 | 17.7348089060 |
| 2008-02-01 | 17.7785361607 |
| 2008-03-01 | 17.8523675303 |
| 2008-04-01 | 17.7747594047 |
| 2008-05-01 | 17.9341382050 |
| 2008-06-01 | 18.0511319815 |
| 2008-07-01 | 17.7948102308 |
| 2008-08-01 | 17.9085538074 |
| 2008-09-01 | 17.8175393949 |
| 2008-10-01 | 17.7633384549 |
| 2008-11-01 | 17.8014265886 |
| 2008-12-01 | 17.7882423150 |
| 2009-01-01 | 17.8357561259 |
| 2009-02-01 | 17.7870504748 |
| 2009-03-01 | 17.6537711337 |
| 2009-04-01 | 17.8537892111 |
| 2009-05-01 | 17.8233372383 |
| 2009-06-01 | 17.8487173867 |
| 2009-07-01 | 17.9065435183 |
| 2009-08-01 | 17.9252778401 |
| 2009-09-01 | 17.9282278978 |
| 2009-10-01 | 17.9652083681 |
| 2009-11-01 | 17.9852937358 |
| 2009-12-01 | 17.9772353574 |
| 2010-01-01 | 18.0392441278 |
| 2010-02-01 | 18.0993010650 |
| 2010-03-01 | 18.1623065886 |
| 2010-04-01 | 18.0443342713 |
| 2010-05-01 | 18.0103091456 |
| 2010-06-01 | 18.0342743972 |
| 2010-07-01 | 18.0156821039 |
| 2010-08-01 | 18.0481255585 |
| 2010-09-01 | 18.0333712279 |
| 2010-10-01 | 18.0665999736 |
| 2010-11-01 | 18.0743263774 |
| 2010-12-01 | 18.0629637180 |
| 2011-01-01 | 18.0451711930 |
| 2011-02-01 | 18.0061655832 |
| 2011-03-01 | 18.0683200068 |
| 2011-04-01 | 18.1427340869 |
| 2011-05-01 | 18.1969491592 |
| 2011-06-01 | 18.1142796732 |
| 2011-07-01 | 18.2264049025 |
| 2011-08-01 | 18.1678047970 |
| 2011-09-01 | 18.2370042525 |
| 2011-10-01 | 18.3671494991 |
| 2011-11-01 | 18.4706009477 |
| 2011-12-01 | 18.5429347392 |
| 2012-01-01 | 18.6523796674 |
| 2012-02-01 | 18.7197632455 |
| 2012-03-01 | 18.7785486151 |
| 2012-04-01 | 18.8457915547 |
| 2012-05-01 | 18.8813166884 |
| 2012-06-01 | 19.0888648825 |
| 2012-07-01 | 19.0326677341 |
| 2012-08-01 | 19.0786958723 |
| 2012-09-01 | 19.2415185899 |
| 2012-10-01 | 19.2740956905 |
| 2012-11-01 | 19.2739999157 |
| 2012-12-01 | 19.3281132042 |
| 2013-01-01 | 19.2521929622 |
| 2013-02-01 | 19.3268177885 |
| 2013-03-01 | 19.2798745597 |
| 2013-04-01 | 19.2512411169 |
| 2013-05-01 | 19.3734332216 |
| 2013-06-01 | 19.4674344044 |
| 2013-07-01 | 19.3374539413 |
| 2013-08-01 | 19.3806121173 |
| 2013-09-01 | 19.3470995493 |
| 2013-10-01 | 19.1865666039 |
| 2013-11-01 | 19.1861700900 |
| 2013-12-01 | 19.1288956677 |
| 2014-01-01 | 19.0417828843 |
| 2014-02-01 | 19.0158352778 |
| 2014-03-01 | 19.0769006747 |
| 2014-04-01 | 19.1508101801 |
| 2014-05-01 | 18.9765127733 |
| 2014-06-01 | 18.8612575604 |
| 2014-07-01 | 18.9412236340 |
| 2014-08-01 | 18.9702236874 |
| 2014-09-01 | 18.9494316515 |
| 2014-10-01 | 19.1078735935 |
| 2014-11-01 | 19.0985883630 |
| 2014-12-01 | 19.2439961990 |
| 2015-01-01 | 19.2297026999 |
| 2015-02-01 | 19.1937378943 |
| 2015-03-01 | 19.2643057522 |
| 2015-04-01 | 19.4492507778 |
| 2015-05-01 | 19.5899619670 |
| 2015-06-01 | 19.6591118693 |
| 2015-07-01 | 19.6388479664 |
| 2015-08-01 | 19.6535220032 |
| 2015-09-01 | 19.7550872022 |
| 2015-10-01 | 19.8213196503 |
| 2015-11-01 | 19.9069121651 |
| 2015-12-01 | 19.9628967927 |
| 2016-01-01 | 20.0244409323 |
| 2016-02-01 | 19.9716171281 |
| 2016-03-01 | 19.9537901513 |
| 2016-04-01 | 19.8502878123 |
| 2016-05-01 | 19.8059785732 |
| 2016-06-01 | 19.7655132773 |
| 2016-07-01 | 19.7353091756 |
| 2016-08-01 | 19.6387885737 |
| 2016-09-01 | 19.5499591766 |
| 2016-10-01 | 19.5255633628 |
| 2016-11-01 | 19.5128569858 |
| 2016-12-01 | 19.4879141358 |
| 2017-01-01 | 19.6228703991 |
| 2017-02-01 | 19.7448675366 |
| 2017-03-01 | 19.7431586854 |
| 2017-04-01 | 19.8635419867 |
| 2017-05-01 | 19.8268935776 |
| 2017-06-01 | 19.9672697456 |
| 2017-07-01 | 20.1219185922 |
| 2017-08-01 | 20.3240031946 |
| 2017-09-01 | 20.4402765369 |
| 2017-10-01 | 20.3102917924 |
| 2017-11-01 | 20.4252856046 |
| 2017-12-01 | 20.3118789890 |
| 2018-01-01 | 20.5330489819 |
| 2018-02-01 | 20.6288416253 |
| 2018-03-01 | 20.6440833981 |
| 2018-04-01 | 20.7845285104 |
| 2018-05-01 | 20.6511503116 |
| 2018-06-01 | 20.5586434883 |
| 2018-07-01 | 20.4996346538 |
| 2018-08-01 | 20.6098395272 |
| 2018-09-01 | 20.7231880146 |
| 2018-10-01 | 20.7889900624 |
| 2018-11-01 | 20.9388947625 |
| 2018-12-01 | 20.9310850375 |
| 2019-01-01 | 20.8460226482 |
| 2019-02-01 | 20.9299491785 |
| 2019-03-01 | 21.0457908210 |
| 2019-04-01 | 21.0031601077 |
| 2019-05-01 | 21.0727091845 |
| 2019-06-01 | 21.0492805241 |
| 2019-07-01 | 20.9638381155 |
| 2019-08-01 | 21.0053927324 |
| 2019-09-01 | 21.0188571083 |
| 2019-10-01 | 21.0496724441 |
| 2019-11-01 | 21.0578046748 |
| 2019-12-01 | 21.1358763247 |
| 2020-01-01 | 21.2552346561 |
| 2020-02-01 | 21.3465931851 |
| 2020-03-01 | 21.2533300638 |
| 2020-04-01 | 19.6090619138 |
| 2020-05-01 | 19.8865472478 |
| 2020-06-01 | 20.1413178652 |
| 2020-07-01 | 20.3392834577 |
| 2020-08-01 | 20.5102140856 |
| 2020-09-01 | 20.6243423804 |
| 2020-10-01 | 20.7119780496 |
| 2020-11-01 | 20.6704433890 |
| 2020-12-01 | 20.7319654806 |
| 2021-01-01 | 20.9542426453 |
| 2021-02-01 | 21.0649869200 |
| 2021-03-01 | 21.1654508159 |
| 2021-04-01 | 21.5317750196 |
| 2021-05-01 | 21.2027090434 |
| 2021-06-01 | 21.2237663529 |
| 2021-07-01 | 21.3092895740 |
| 2021-08-01 | 21.2097476664 |
| 2021-09-01 | 21.2356760994 |
| 2021-10-01 | 21.1739466300 |
| 2021-11-01 | 21.2865437135 |
| 2021-12-01 | 21.2260838031 |
| 2022-01-01 | 21.2498558371 |
| 2022-02-01 | 21.2800923451 |
| 2022-03-01 | 21.4754358007 |
| 2022-04-01 | 21.7387054892 |
| 2022-05-01 | 21.6118422595 |
| 2022-06-01 | 21.7171015951 |
| 2022-07-01 | 21.9008315863 |
| 2022-08-01 | 21.9028443511 |
| 2022-09-01 | 22.0461586835 |
| 2022-10-01 | 22.4500766793 |
| 2022-11-01 | 22.3851400170 |
| 2022-12-01 | 22.7182688642 |
| 2023-01-01 | 22.8494651192 |
| 2023-02-01 | 22.9014494494 |
| 2023-03-01 | 22.8860447927 |
| 2023-04-01 | 22.9474619371 |
| 2023-05-01 | 23.0130692792 |
| 2023-06-01 | 23.3119222354 |
| 2023-07-01 | 23.3008891658 |
| 2023-08-01 | 23.4936699130 |
| 2023-09-01 | 23.5543672651 |
| 2023-10-01 | 23.9321698153 |
| 2023-11-01 | 23.8798359453 |
| 2023-12-01 | 23.9045486639 |
| 2024-01-01 | 23.9481140660 |
| 2024-02-01 | 23.9163434505 |
| 2024-03-01 | 24.1931429395 |
| 2024-04-01 | 24.3596416190 |
| 2024-05-01 | 24.5121528588 |
| 2024-06-01 | 24.4069175765 |
| 2024-07-01 | 24.5173930055 |
| 2024-08-01 | 24.5832622780 |
| 2024-09-01 | 24.6577837104 |
| 2024-10-01 | 24.5303650264 |
| 2024-11-01 | 24.4600325032 |
| 2024-12-01 | 24.4958389005 |
| 2025-01-01 | 24.5485102106 |
| 2025-02-01 | 24.6279654172 |
| 2025-03-01 | 24.7009912934 |
| 2025-04-01 | 24.6638038817 |
| 2025-05-01 | 24.7977854412 |
| 2025-06-01 | 24.9112689086 |
| 2025-07-01 | 24.9355392617 |
| 2025-08-01 | 25.0752997626 |
| 2025-09-01 | 25.1519079587 |
| 2025-10-01 | 25.1306180414 |
| 2025-11-01 | 25.4528686618 |
| 2025-12-01 | 25.4932775314 |
| 2026-01-01 | 25.5489821146 |
| 2026-02-01 | 25.5363045289 |
| 2026-03-01 | 25.6066600331 |
| 2026-04-01 | 25.6711437281 |
| 2026-05-01 | 25.6930107326 |
| 2026-06-01 | 25.7092121985 |
| 2026-07-01 | 25.7421786425 |
| 2026-08-01 | 25.7684167199 |