2023 State Report for County-Level Data: Employment

Acknowledgements

Special thanks to the following individuals who have contributed to the success of this effort: Deb Brucker, Erin Dame, Kate Filanoski, Kim Phillips, Karen Volle, Romy Eberle and Toni Sumner-Beebe.

Funding for this publication is made possible by:

The Rehabilitation Research and Training Center on Disability Statistics and Demographics (StatsRRTC), funded by the U.S. Department of Health and Human Services Administration for Community Living National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR), grant number 90RTGE0001. The information developed by the StatsRRTC does not necessarily represent the policies of the Department of Health and Human Services, and you should not assume endorsement by the Federal Government (Edgar, 75.620 (b)).

The StatsRRTC is a part of the Institute on Disability at the University of New Hampshire. The Institute on Disability/UCED (IOD) was established in 1987 to provide a university-based focus for the improvement of knowledge, policies, and practices related to the lives of people with disabilities and their families and is New Hampshire’s University Center for Excellence in Disability (UCED). Located within the University of New Hampshire, the IOD is a federally designated center authorized by the Developmental Disabilities Act. Through innovative and interdisciplinary research, academic, service, and dissemination initiatives, the IOD builds local, state, and national capacities to respond to the needs of individuals with disabilities and their families.

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Copyright 2023. Institute on Disability. University of New Hampshire.      

 

 

 

2023 Pennsylvania Report for County-Level Data: Employment

 

 

 

 

 

 

 

 

 

 

Rehabilitation Research and Training Center on

Disability Statistics and Demographics

A NIDILRR-Funded Center

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Introduction

Overview. Statistics are a powerful tool in research, policymaking, program evaluation, and advocacy. They are used to frame issues, monitor current circumstances and progress, judge the effectiveness of policies and programs, make projections about the future, and predict the costs of potential policy changes.

In the United States, disability statistics – information about the population with disabilities and about the government programs that serve people with disabilities - are often difficult to find. Numerous government agencies generate and publish disability statistics, and as a result, the data are scattered across various federal government documents and websites.

The Annual Disability Statistics State Reports for County-Level Data, one of the five publications included in the Institute on Disability’s Annual Disability Statistics Collection – referred to as “the Collection” – is a summary of statistics about people with disabilities and about the government programs which serve them. The State Reports for County-Level Data provides county-level prevalence, employment, and poverty statistics for each state. 

Additional publications included in the Collection are: 

  • The Annual Disability Statistics Compendium, available both in hard copy and online (at www.disabilitycompendium.org), presents key overall statistics on topics including the prevalence of disability, employment among persons with disabilities, rates of participation in disability income and social insurance programs, and other statistics. 
  • The Annual Disability Statistics Supplement covers 150 additional tables that analyze the content found in the Compendium by age, gender, and race/ethnicity. 
  • The Annual Report on People with Disabilities in America, which graphically represents trends of key statistics from the Compendium.  
  • Infographics in the Collection are curated through partnerships with organizations that specialize in the intersectionality of disability with other identities.  
  • The Annual Disability Statistics Standard Errors Companion, new to the Collection this year, details the standard errors of percent and standard errors of frequency for applicable tables in the Compendium. 

All publications are available online at https://disabilitycompendium.org. The Annual Report on People with Disabilities in America and the infographics are also available in print format. 

The State Reports for County-Level Data on Employment is intended to be an online complement to Section 2: Employment of the Annual Disability Statistics Compendium and Annual Disability Statistics Supplement, providing greater detail within each state. This report can be used to compare county-level statistics between counties in any given state or states. 

The following report provides county-level statistics for Pennsylvania. In this report, the employment of people with disabilities is presented as the number of employed civilians with disabilities, ages 18 to 64 years and living in the community, in a given state and county per total state and county populations, respectively. Counts and percentages (the employment rate) are provided in tables and map.

Specific to Pennsylvania, the state chosen for this report, sentences providing interpretation and context for prevalence statistics are included in the Interpretation section. A short glossary of terms is also provided at the end of the report explaining the statistics that are illustrated in each sentence.

Notes on the data. The State Reports for County-Level Data on Employment is composed of data from the U.S. Census Bureau’s American Community Survey (ACS) 5-year data. We used the most recent data wherever available.

ACS 5-year includes data from 2021 and data from the four previous years. 5-year data is collected over a longer period of time than 1-year data, providing larger sample sizes and increased reliability for less populated areas and small population subgroups.

In the ACS, people are identified as having a disability based on responses to a series of six questions asking about having difficulties with vision, hearing, ambulation, cognition, self-care, and independent living (see glossary for further details). 

In the ACS, people are also asked a series of questions designed to identify their employment status. Based on the answers, individuals were classified into one of five groups:

  • People who worked at any time during the reference week;
  • People on temporary layoff who were available for work;
  • People who did not work during the reference week but who had jobs or businesses from which they were temporarily absent (excluding layoff);
  • People who did not work during the reference week, but who were looking for work during the last four weeks and were available for work during the reference week; and
  • People not in the labor force. 

In the ACS, people are identified as being employed if they responded as having worked during the past week.

Exploring other topics. The UNH Institute on Disability is dedicated to thorough research and has explored topics such as understanding the factors associated with the health disparities experienced by people with intellectual disabilities through the Health Disparities Project (https://iod.unh.edu/health-disparities-project) and career self-management through job crafting for people with physical and mild cognitive disabilities (https://iod.unh.edu/career-self-management-through-job-crafting-people-physical-mild-cognitive-disabilities). 

Additional Resources. A companion Annual Report is available, providing graphical representations of key findings. The Annual Report highlights trend data related to specific tables in the Compendium and Supplement. The statistics presented here, as well as those in the Compendium, Supplement, and Annual Report, can be viewed and downloaded at https://disabilitycompendium.org/.

Help navigating any of the resources described here can be found in the Frequently Asked Questions section at https://disabilitycompendium.org/faq. Assistance interpreting and locating additional statistics is available via our toll-free number, 866-538-9521, or by email at disability.statistics@unh.edu. For more information about our research projects, please visit https://www.researchondisability.org.

Suggested Citation. Paul, S., Rogers, S., Bach, S., & Houtenville, A. (2023). 2023 State Report for Pennsylvania County-Level Data: Employment. Durham, NH: University of New Hampshire, Institute on Disability.

Interpretation

The following statements are designed to help understand the 2021 county-level employment statistics from Pennsylvania that are presented:

 

  • For people with disabilities: 
    • The employment rate for people with disabilities in Pennsylvania was 38.2%.
    • The range, also known as the difference between largest and smallest values, of employment rates for people with disabilities across Pennsylvania counties was 29.3%.
      • The county with the greatest employment rate for people with disabilities was Cumberland (53.4%).
      • The county with the smallest employment rate for people with disabilities was Potter (24.1%).
    • The median, also known as the middle-most, employment rate for people with disabilities across all counties in Pennsylvania was 36.3%.

 

  • For people without disabilities:
    • The employment rate for people without disabilities in Pennsylvania was 78.8%.
    • The range, also known as the difference between largest and smallest values, of employment rates for people without disabilities across Pennsylvania counties was 16.4%.
      • The county with the greatest employment rate for people without disabilities was Elk (83.3%).
      • The county with the smallest employment rate for people without disabilities was Centre (66.9%).
    • The median, also known as the middle-most, employment rate for people without disabilities across all counties in Pennsylvania was 78.3%.

 

Employment of Civilians with and without Disabilities Ages 18 to 64 Years Living in the Community for Pennsylvania, by County: 2021
County Disability No Disability   County Disability No Disability
Total Employed % [1] Total Employed % [2] Total Employed % [1] Total Employed % [2]
 Pennsylvania  885,140 338,088 38.2 6,902,635 5,442,038 78.8    Fayette      13,147   4,270 32.5    61,050    45,381 74.3
    Adams        6,975   3,002 43.0    54,123    43,741 80.8     Forest         479     118 24.6     1,900     1,295 68.2
  Allegheny     80,240  33,047 41.2   689,605   553,047 80.2    Franklin     11,348   4,530 39.9    78,899    64,582 81.9
  Armstrong      5,766   2,171 37.7    32,585    25,858 79.4     Fulton       1,119     459 41.0     7,388     5,749 77.8
    Beaver      13,138   4,653 35.4    85,542    68,564 80.2     Greene       3,331   1,067 32.0    16,705    12,104 72.5
   Bedford       3,300   1,067 32.3    24,031    19,030 79.2   Huntingdon     3,350   1,035 30.9    20,046    15,527 77.5
    Berks       29,709  11,841 39.9   225,922   179,890 79.6    Indiana       6,675   2,399 35.9    44,536    31,662 71.1
    Blair       10,911   3,926 36.0    61,337    47,822 78.0   Jefferson      3,439   1,214 35.3    21,994    17,118 77.8
   Bradford      3,920   1,318 33.6    29,840    22,699 76.1    Juniata       1,489     511 34.3    11,991     9,428 78.6
    Bucks       30,549  13,122 43.0   358,793   295,222 82.3   Lackawanna    16,725   6,852 41.0   109,995    85,027 77.3
    Butler      11,227   3,978 35.4   105,602    84,094 79.6   Lancaster     28,487  12,956 45.5   291,401   238,589 81.9
   Cambria      11,423   4,124 36.1    64,335    49,134 76.4    Lawrence      7,219   2,682 37.2    42,558    33,055 77.7
   Cameron         434     132 30.4     2,086     1,520 72.9    Lebanon       8,490   3,079 36.3    73,239    59,166 80.8
    Carbon       5,979   2,342 39.2    32,477    25,895 79.7     Lehigh      24,032   9,706 40.4   199,551   158,471 79.4
    Centre       7,333   3,410 46.5   100,027    66,906 66.9    Luzerne      24,516   8,754 35.7   167,045   131,631 78.8
   Chester      22,659  10,285 45.4   298,691   242,860 81.3    Lycoming      9,443   3,429 36.3    56,963    44,619 78.3
   Clarion       2,774   1,102 39.7    20,097    14,600 72.6     McKean       4,161   1,467 35.3    19,182    14,664 76.4
  Clearfield     7,383   2,684 36.4    37,198    28,819 77.5     Mercer      10,349   3,883 37.5    52,821    39,815 75.4
   Clinton       3,312   1,070 32.3    19,476    15,358 78.9    Mifflin       3,258   1,114 34.2    22,445    18,245 81.3
   Columbia      4,660   1,702 36.5    35,583    25,849 72.6     Monroe      12,118   4,080 33.7    92,779    69,454 74.9
   Crawford      7,803   2,675 34.3    40,333    30,352 75.3   Montgomery    36,826  17,844 48.5   471,678   389,519 82.6
  Cumberland    14,264   7,618 53.4   137,859   111,587 80.9    Montour       1,088     522 48.0     9,254     7,465 80.7
   Dauphin      16,625   7,058 42.5   152,603   124,501 81.6  Northampton    16,819   6,212 36.9   172,178   135,622 78.8
   Delaware     32,984  12,939 39.2   315,447   247,756 78.5 Northumberland   7,605   2,667 35.1    43,953    35,027 79.7
     Elk         2,726   1,098 40.3    15,273    12,726 83.3     Perry        3,149   1,382 43.9    24,105    19,438 80.6
     Erie       20,535   6,723 32.7   139,562   108,590 77.8  Philadelphia  153,688  47,558 30.9   868,922   643,959 74.1
Employment of Civilians with and without Disabilities Ages 18 to 64 Years Living in the Community for Pennsylvania, by County: 2021
County Disability No Disability   County Disability No Disability
Total Employed % [1] Total Employed % [2] Total Employed % [1] Total Employed % [2]
     Pike        5,002   1,433 28.6    29,715    22,340 75.2                                                             
    Potter       1,430     344 24.1     7,592     5,663 74.6                                                             
  Schuylkill    12,304   5,469 44.4    67,819    53,499 78.9                                                             
    Snyder       2,520   1,173 46.5    21,294    16,890 79.3                                                             
   Somerset      5,267   1,902 36.1    34,999    27,932 79.8                                                             
   Sullivan        596     208 34.9     3,003     2,188 72.9                                                             
 Susquehanna     2,862     879 30.7    19,459    14,631 75.2                                                             
    Tioga        3,597   1,178 32.7    20,057    15,506 77.3                                                             
    Union        2,366     612 25.9    20,442    14,408 70.5                                                             
   Venango       4,655   1,665 35.8    24,508    18,533 75.6                                                             
    Warren       2,599   1,069 41.1    19,431    15,163 78.0                                                             
  Washington    13,215   5,032 38.1   110,902    88,758 80.0                                                             
    Wayne        3,956   1,066 26.9    23,363    17,899 76.6                                                             
 Westmoreland   25,542  10,004 39.2   182,215   146,106 80.2                                                             
   Wyoming       1,747     733 42.0    13,798    10,288 74.6                                                             
     York       28,503  12,444 43.7   243,033   199,202 82.0                                                             
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
                                                                                                                         
Count of Employed Civilians with Disabilities Ages 18 to 64 Years Living in the Community for Pennsylvania, by County: 2021

Employment Rate for Civilians with Disabilities Ages 18 to 64 Years Living in the Community for Pennsylvania, by County: 2021

Discussion

There are a number of concepts and factors which complicate the interpretation of the estimates presented in this report. These concerns affect all statistics from population-based surveys. The estimates included in this document should be interpreted the following limitations in mind and generalized with caution. In each point, a link to the U.S. Census Bureau website describing the limitation or concept in greater detail in the ACS has been provided.

Additional links to resources for the ACS:

Glossary

American Community Survey (ACS) — The American Community Survey is a large, continuous demographic survey conducted by the U.S. Census Bureau that will provide accurate and up-to-date profiles of America’s communities every year. Annual and multiyear estimates of population and housing data are generated for small areas, including tracts and population subgroups. This information is collected by mailing questionnaires to a sample of addresses. See the U.S. Census Bureau website for additional details.

The Six Disability Questions in the American Community Survey:

  1. Is this person deaf or does he/she have serious difficulty hearing? (yes or no)
  2. Is this person blind or does he/she have serious difficulty seeing even when wearing glasses? (yes or no)
  3. (If person 5 years old or over) Because of a physical, mental, or emotional condition, does this person have serious difficulty concentrating, remembering, or making decisions? (yes or no)
  4. (If person 5 years or old over) Does this person have serious difficulty walking or climbing stairs? (yes or no)
  5. (If person 5 years old or over) Does this person have difficulty dressing or bathing? (yes or no)
  6. (If person 15 years old or over) Because of a physical, mental, or emotional condition, does this person have difficulty doing errands alone such as visiting a doctor’s office or shopping? (yes or no)

Average — The sum of all of the values in a sample divided by the number of values in the sample.

Civilian — A person not in active-duty military.

Employed – Individuals were asked a series of questions designed to identify their employment status. Based on the answers, individuals were classified into one of five groups:

  1. People who worked at any time during the reference week;
  2. People on temporary layoff who were available for work;
  3. People who did not work during the reference week but who had jobs or businesses from which they were temporarily absent (excluding layoff);
  4. People who did not work during the reference week, but who were looking for work during the last four weeks and were available for work during the reference week; and
  5. People not in the labor force.

People who responded as having worked during the past week were considered "employed".

Employment Rate — The number of individuals that are employed as a percent of the civilian non-institutional population.

Living in the Community – A person lives in the community, if the person is not living in an institution, such as jail, prison, nursing home, and hospital. A college dormitory is not considered an institution.

Median — The middle-most value of a sample that separates the upper half of the values from the lower half of the values. 

Non-Institutionalized Population — Describes individuals who are residing in the community and who are not living in institutions such as jails, prisons, nursing homes, hospitals, etc.

Population — The total number of inhabitants in a defined geographic area including all races, classes, and groups.

Range — The difference between the largest and smallest values in a sample. In a sample, when the smallest value is subtracted from the largest value the resulting value is called the range. 

Sampling Variability — The variation of a statistic when estimated from repeated samples.

United States Census Bureau — An agency within the United States Federal Statistical System tasked with producing data about the American people and economy. Their primary task is to conduct the United States Census every ten years.

About the Center

Rehabilitation Research and Training Center on Disability Statistics and Demographics (StatsRRTC)

Led by the University of New Hampshire, the StatsRRTC is a collaborative effort involving the following partners: American Association of People with Disabilities, Center for Essential Management Services, Council of State Administrators of Vocational Rehabilitation, Kessler Foundation, Mathematica Policy Research, and Public Health Institute.

The StatsRRTC is funded by the U.S. Department of Health and Human Services, Administration for Community Living, National Institute on Disability, Independent Living and Rehabilitation Research under grant number 90RTGE0001, from 2018–2023.

Contact Information
University of New Hampshire, Institute on Disability
10 West Edge Drive, Suite 101
Durham, NH 03824
Toll-Free Telephone/TTY: 866-538-9521
E-mail: Disability.Statistics@unh.edu
https://www.researchondisability.org