by Paul Ricci
Annually the Health Resources and Services Administration (HRSA) comes out with an Unmet Need Score (UNS) for every zip code in the U.S. The UNS is a composite of 33 health variables at the zip code level. This post will focus on the 100 zip codes with the highest UNSs in Pennsylvania. These are the 100 least healthy zip codes in Pennsylvania.
Of the 100 zip codes in Pennsylvania, 43 of them were in the Alleghenies. Ten of them were in Allegheny County, 9 in Philadelphia County, 6 each in Dauphin and Indiana Counties and 5 in Schuylkill County. For the cities 9 are in Philadelphia, 3 in Erie, Johnstown and reading and 2 in Harrisburg and Pittsburgh.

All 100 zip codes are featured in the table below. Above is a graph showing the distribution of the zip codes in the Alleghenies and outside the Alleghenies with respect to mortality due to all causes. There were increased mortality rates in the Alleghenies with an average of 834 deaths per 100,000 in the Alleghenies and 791.43 deaths per 100,000 in the rest of Pennsylvania. The 2 highest mortality zip codes were in Fayette County in the Alleghenies. Conversely, Union County had the lowest mortality rates outside the Alleghenies. The above graph also shows that there is less spread in mortality in the Alleghenies than outside. There was no difference in the UNS for the Alleghenies.
The scores used to make up the composite are more interesting than the composite score (like the UNS) itself. We will look at the other statistics that characterize the health issues in the Alleghenies.
| Rank | Zip Code | Primary City | County | Alleghenies | Unmet Need Score | Population Size | All-Cause Mortality |
| 1 | 16434 | Spartansburg | Crawford County | Y | 95.52 | 2972 | 846 |
| 2 | 17030 | Gratz | Dauphin County | N | 94.49 | 514 | 728 |
| 3 | 15901 | Johnstown | Cambria County | Y | 93.73 | 3418 | 902 |
| 4 | 17518 | Drumore | Lancaster County | N | 93.06 | 1371 | 678 |
| 5 | 15430 | Dickerson Run | Fayette County | Y | 92.28 | 232 | 916 |
| 6 | 17948 | Mahanoy City | Schuylkill County | N | 91.29 | 4124 | 930 |
| 7 | 16322 | Endeavor | Forest County | Y | 90.97 | 117 | . |
| 8 | 15132 | Mckeesport | Allegheny County | Y | 90.88 | 18265 | 835 |
| 9 | 19141 | Philadelphia | Philadelphia County | N | 90.53 | 32952 | 998 |
| 10 | 16256 | Smicksburg | Indiana County | Y | 89.96 | 1921 | 820 |
| 11 | 17935 | Girardville | Schuylkill County | N | 89.82 | 1359 | . |
| 12 | 19601 | Reading | Berks County | N | 88.73 | 36288 | 683 |
| 13 | 19133 | Philadelphia | Philadelphia County | N | 88.37 | 25518 | 814 |
| 14 | 15906 | Johnstown | Cambria County | Y | 88.31 | 9639 | 912 |
| 15 | 17536 | Kirkwood | Lancaster County | N | 88.21 | 3663 | 688 |
| 16 | 16861 | New Millport | Clearfield County | Y | 87.53 | 274 | 784 |
| 17 | 16872 | Rebersburg | Centre County | Y | 87.23 | 1443 | 807 |
| 18 | 19140 | Philadelphia | Philadelphia County | N | 87.14 | 53078 | 876 |
| 19 | 18232 | Lansford | Carbon County | N | 86.81 | 4052 | 844 |
| 20 | 17810 | Allenwood | Union County | N | 86.59 | 2747 | 285 |
| 21 | 15110 | Duquesne | Allegheny County | Y | 86.45 | 5184 | 807 |
| 22 | 15429 | Denbo | Washington County | Y | 86.22 | 464 | 873 |
| 23 | 16502 | Erie | Erie County | N | 86.05 | 15470 | 764 |
| 24 | 15462 | Melcroft | Fayette County | Y | 86.04 | 49 | 950 |
| 25 | 16211 | Beyer | Indiana County | Y | 86.02 | 191 | 818 |
| 26 | 19602 | Reading | Berks County | N | 85.93 | 17889 | 697 |
| 27 | 17056 | Mexico | Juniata County | N | 85.86 | 29 | 652 |
| 28 | 15140 | Pitcairn | Allegheny County | Y | 85.63 | 3065 | 782 |
| 29 | 19023 | Darby | Delaware County | N | 85.21 | 22061 | 890 |
| 30 | 17867 | Rebuck | Northumberland County | N | 85.18 | 190 | 888 |
| 31 | 17723 | Cammal | Lycoming County | N | 84.89 | 53 | 789 |
| 32 | 18240 | Nesquehoning | Carbon County | N | 84.75 | 3623 | 848 |
| 33 | 19550 | Rehrersburg | Berks County | N | 84.75 | 583 | . |
| 34 | 16820 | Aaronsburg | Centre County | Y | 84.72 | 1657 | . |
| 35 | 19120 | Philadelphia | Philadelphia County | N | 84.72 | 67807 | 827 |
| 36 | 16501 | Erie | Erie County | N | 84.68 | 1632 | 844 |
| 37 | 17063 | Milroy | Mifflin County | N | 84.68 | 3191 | 801 |
| 38 | 15902 | Johnstown | Cambria County | Y | 84.65 | 11485 | 879 |
| 39 | 16503 | Erie | Erie County | N | 84.40 | 14076 | 868 |
| 40 | 15104 | Braddock | Allegheny County | Y | 84.25 | 7876 | 901 |
| 41 | 17004 | Belleville | Mifflin County | N | 84.23 | 5302 | 844 |
| 42 | 15210 | Pittsburgh | Allegheny County | Y | 83.98 | 24878 | 786 |
| 43 | 15761 | Mentcle | Indiana County | Y | 83.89 | 145 | 828 |
| 44 | 15848 | Luthersburg | Clearfield County | Y | 83.67 | 1078 | 797 |
| 45 | 18234 | Lattimer Mines | Luzerne County | N | 83.55 | 737 | 915 |
| 46 | 16407 | Corry | Erie County | N | 83.03 | 10466 | 787 |
| 47 | 19134 | Philadelphia | Philadelphia County | N | 82.93 | 56392 | 765 |
| 48 | 17864 | Port Trevorton | Snyder County | N | 82.90 | 2532 | 655 |
| 49 | 16404 | Centerville | Crawford County | Y | 82.84 | 3395 | 819 |
| 50 | 17836 | Leck Kill | Northumberland County | N | 82.81 | 249 | 888 |
| 51 | 17978 | Spring Glen | Dauphin County | N | 82.47 | 670 | 952 |
| 52 | 19142 | Philadelphia | Philadelphia County | N | 82.29 | 30307 | 993 |
| 53 | 18466 | Tobyhanna | Monroe County | N | 82.11 | 17910 | 714 |
| 54 | 18334 | Long Pond | Monroe County | N | 81.80 | 4907 | . |
| 55 | 19139 | Philadelphia | Philadelphia County | N | 81.66 | 43905 | 1006 |
| 56 | 16435 | Springboro | Crawford County | Y | 81.57 | 1677 | 836 |
| 57 | 15145 | Turtle Creek | Allegheny County | Y | 81.55 | 6487 | 768 |
| 58 | 15148 | Wilmerding | Allegheny County | Y | 81.54 | 2287 | 835 |
| 59 | 15779 | Torrance | Westmoreland County | Y | 81.51 | 485 | 841 |
| 60 | 15219 | Pittsburgh | Allegheny County | Y | 81.45 | 10984 | 849 |
| 61 | 15851 | Reynoldsville | Jefferson County | Y | 81.39 | 7192 | 814 |
| 62 | 17945 | Locustdale | Columbia County | N | 81.35 | 191 | 779 |
| 63 | 17401 | York | York County | N | 81.15 | 17696 | 756 |
| 64 | 17104 | Harrisburg | Dauphin County | N | 81.14 | 19303 | 814 |
| 65 | 17954 | Minersville | Schuylkill County | N | 81.14 | 4563 | 924 |
| 66 | 16832 | Coburn | Centre County | Y | 80.98 | 279 | . |
| 67 | 16246 | Plumville | Indiana County | Y | 80.96 | 189 | 818 |
| 68 | 18845 | Stevensville | Bradford County | N | 80.95 | 528 | 744 |
| 69 | 19124 | Philadelphia | Philadelphia County | N | 80.92 | 70460 | 804 |
| 70 | 15631 | Everson | Fayette County | Y | 80.84 | 654 | 916 |
| 71 | 18342 | Mountainhome | Monroe County | N | 80.84 | 840 | 702 |
| 72 | 15045 | Glassport | Allegheny County | Y | 80.76 | 4331 | 734 |
| 73 | 16370 | West Hickory | Forest County | Y | 80.59 | 326 | . |
| 74 | 16222 | Dayton | Armstrong County | Y | 80.45 | 3136 | 832 |
| 75 | 19149 | Philadelphia | Philadelphia County | N | 80.42 | 56920 | 750 |
| 76 | 17084 | Reedsville | Mifflin County | N | 80.32 | 4578 | 837 |
| 77 | 18201 | Hazleton | Luzerne County | N | 80.06 | 30892 | 720 |
| 78 | 17976 | Shenandoah | Schuylkill County | N | 80.04 | 5697 | 878 |
| 79 | 16236 | Mc Grann | Armstrong County | Y | 79.98 | 215 | 842 |
| 80 | 16830 | Clearfield | Clearfield County | Y | 79.70 | 13273 | 816 |
| 81 | 15469 | Normalville | Fayette County | Y | 79.67 | 2323 | 947 |
| 82 | 17034 | Highspire | Dauphin County | N | 79.55 | 2988 | 733 |
| 83 | 16245 | Oak Ridge | Armstrong County | Y | 79.51 | 262 | 835 |
| 84 | 15866 | Troutville | Clearfield County | Y | 79.17 | 160 | 794 |
| 85 | 19021 | Croydon | Bucks County | N | 78.93 | 9632 | 679 |
| 86 | 15759 | Marion Center | Indiana County | Y | 78.88 | 2759 | 807 |
| 87 | 15929 | Dilltown | Indiana County | Y | 78.78 | 146 | 798 |
| 88 | 17747 | Loganton | Clinton County | N | 78.77 | 3385 | 799 |
| 89 | 17509 | Christiana | Lancaster County | N | 78.76 | 4893 | 618 |
| 90 | 15006 | Bairdford | Allegheny County | Y | 78.62 | 100 | 789 |
| 91 | 17037 | Ickesburg | Perry County | N | 78.58 | 1140 | 781 |
| 92 | 18244 | Parryville | Carbon County | N | 78.57 | 314 | 882 |
| 93 | 19013 | Chester | Delaware County | N | 78.52 | 31917 | 835 |
| 94 | 17080 | Pillow | Dauphin County | N | 78.50 | 248 | 732 |
| 95 | 16948 | Ulysses | Potter County | Y | 78.48 | 1677 | 754 |
| 96 | 17563 | Peach Bottom | Lancaster County | N | 78.35 | 3806 | 677 |
| 97 | 15546 | Jenners | Somerset County | Y | 78.31 | 553 | . |
| 98 | 17113 | Harrisburg | Dauphin County | N | 78.26 | 11574 | 773 |
| 99 | 19604 | Reading | Berks County | N | 78.26 | 27942 | 693 |
| 100 | 18252 | Tamaqua | Schuylkill County | N | 78.17 | 10947 | 916 |