The Allegheny County Department of Human Services (DHS) actively monitors the size, location and conditions of tent encampments in areas frequented by people without housing (e.g., Downtown Pittsburgh and the riverfront trails).

What data is available?

The encampment survey dashboard covers encampment data for three areas – the North Side trail, South Side trail, and areas in Downtown Pittsburgh with visible homelessness. Surveyors document information in an online survey tool, including the location of the encampment, the number of tents/structures and whether any immediate action is needed. The data helps DHS track changes in encampment conditions, size, and location over time. The dashboard displays encampment counts from May 2023 to the present, and its data updates weekly.

This data does not attempt to calculate the number of people using tent encampments.  A tent or makeshift structure may house one or more people. It may also be vacant, shared, borrowed or used for storage. This dashboards scope is confined to specific locations with visible homelessness around Pittsburgh. It does not include data on other encampments that may be hidden from public view but still known to DHS or other outreach providers.

How does DHS use the dashboard data?

This information is reported weekly to DHS, the City of Pittsburgh, and homeless outreach and partner organizations, to ensure that they have the best information available for decision-making and to provide a timely response to any issues that may impact the safety of people using and/or sleeping in these public spaces. In addition to using these data to drive real-time action, trends in the data help quantify community needs, including emergency shelter demand and crisis response planning. This data – crossed with other data sources about the number of people experiencing homelessness – provides measurable outcomes to understand the extent to which investments in housing and supportive services impact visible homelessness.
 
DHS is aware that the presence of tent encampments can generate strong feelings in the public – from concern for health and safety to discomfort or fear. However, homelessness is often a negative outcome of economic hardship, systemic inequities and trauma outcomes many people experience. Therefore, DHS encourages dashboard viewers to interpret the data with care. Interpretations made from this data should remain mindful of peoples’ lived experience.  
 
This dashboard has the opportunity to influence public policy, inform public safety, enhance outreach responses and support broad efforts to improve the lives of individuals in the community. If you are interested in learning more about housing instability and homelessness, we invite you to review additional related dashboards and reports on homelessness and shelters.

Click here to view the Encampment Survey Dashboard.

Questions or Feedback?

We welcome your questions and suggestions. To share feedback, you can reach us at DHSResearch@alleghenycounty.us. If you’d like to stay informed, consider signing up for our newsletter. To learn how to use DHS data in your research, please visit our Requesting Data page. Thank you for your time and interest. Your engagement helps shape and improve how we share data that matters.

 

Each year, Allegheny County participates in a national census, required by the U.S. Department of Housing and Urban Development (HUD), of the number of people experiencing homelessness on a single night. The Point-in-Time count enumerates people experiencing homelessness in the County who are sheltered (residing in emergency shelters), unsheltered (residing in places not meant for human habitation) or participating in a short-term, supportive housing program (transitional and safe haven).

What happened in 2025?

Allegheny County’s 2025 count was conducted on January 28, 2025. The number of people counted as unsheltered increased by 66%, from 169 in 2024 to 281 in 2025. These increases did not align with DHS’s real-time data collection (from street outreach and weekly monitoring of tents), which indicated stable or even downward trends in unsheltered homelessness.   

Unable to explain these contradictory results, we began a review of the methodology used for the Point-in-Time count. Our review found that the process for the January count did not have clear documentation and that some practices did not align with HUD recommendations, making interpretation of the results challenging. We decided to repeat the count, with a clearly documented methodology based more closely on HUD guidance, on March 18, 2025. The March 2025 count showed a 44% increase in unsheltered homelessness since January 2024 (from 169 to 244 people).   

We consulted with representatives from street outreach teams and members of the Homeless Advisory Board (HAB) to discuss results and for assistance in interpreting patterns in the data. The 2025 Point-in-Time report describes the methodologies and results of both the January and March counts. Also included are preliminary interpretations of the results and next steps. Refer to the dashboard to explore Point-in-Time data trends over time.

Key Takeaways in 2025?

  1. We’ve seen increases in shelter usage among both adults and individuals in families with children. More adults and individuals in families with children were staying in shelter during both 2025 Point-in-Time counts than in the 2024 count. In January 2025, 570 adults and 354 individuals in families with children were in shelter. In March 2025, 550 adults and 336 individuals in families with children were in shelter. Compared to 2024, these counts represent relatively small increases, ranging from 3-7% for adults and 4-9% for individuals in adult-child households.
  2. We have greatly expanded outreach, which likely resulted in a more comprehensive count. The City of Pittsburgh and the County have invested in outreach workers in recent years to help deal with rising homelessness. These workers are the main enumerators in annual Point-in-Time counts. The increased capacity for and geographic scope of outreach workers has likely resulted in identifying more people experiencing homelessness over the years. For example, increases in people counted in the East End may be at least partially explained by increases in street outreach capacity.
  3. There are high rates of turnover in the unsheltered population. Only 19% of individuals counted were counted in both the January and March counts. For those counted in only one, almost two-thirds were not enrolled with street outreach programs using HMIS.
  4. Using “people working with street outreach” as a proxy for a count of unsheltered individuals results in an incomplete picture. The 2025 Point-in-Time counts illustrated that the proxy we used for estimating people experiencing unsheltered homelessness—working with street outreach—misses people experiencing short or intermittent episodes of unsheltered homelessness.
  5. The Point-in-Time count of unsheltered people has increased, but changes in approach make interpretation of the results challenging. Identifying increases or decreases in unsheltered homelessness year-over-year is problematic given changing methodologies over time. This means that we cannot confidently attribute these changes to real changes in the number of people experiencing unsheltered homelessness versus changes in how we are counting people.

How is the County moving forward?

DHS is partnering with Bloomberg Associates, experts in Point-in-Time count methodologies, to facilitate a diverse workgroup of stakeholders to evaluate the methodology we have employed, to compare that current methodology to best practices in other jurisdictions, to provide recommendations for improving our methods, and to create a refined methodology that they will help us implement in January 2026. Bloomberg Associates will also externally validate our fidelity to the new methodology.

We expect that the methodology employed in the January 2026 count will differ from what we have used in the past. It may include the use of a larger and more diverse set of volunteers, a more explicit way to choose the locations to canvass throughout the County and/or a more intentional plan to survey people on the night of the count. Because of anticipated improvements, the newly designed methodology will serve as our baseline going forward. We will make the new methodology available publicly.

Previous Reports in this series

Resources

Background

The Allegheny County Department of Human Services (DHS) regularly collects feedback from community members who use DHS and DHS-funded programs. Collecting and using this feedback demonstrates a commitment to continuous quality improvement, increasing trust among service users. DHS also administers broad-scale research surveys that gather data to help the Department conduct rigorous program evaluations. Recognizing the time and effort required for clients to participate in these activities, and the value of having higher, representative response rates, DHS has a standard practice of providing monetary incentives.  

Key Takeaways  

The data brief discusses the challenges of and solutions to scaling monetary incentives at large organizations, and it provides summary analytics about DHS’s incentive spending from Fall 2020 through December 2024.

  • In Fall 2022, DHS invested in two key partnerships, including a digital gift card platform, that has resulted in collecting more client feedback and human subjects research than ever before.  
  • From 2020 to 2023, the number of clients who were given a gift card for their participation in data collection increased by nearly one order of magnitude each year.  
  • Offering incentives increased participation rates, improved sample representativeness, and reduced the amount of staff time needed for data collection.  
  • While incentives encourage participation with research activities, gift card redemption is largely influenced by the gift card amount; only 21% of gift cards $5 or less are redeemed while 91% of gift cards $30 or more are redeemed.  
  • The top 3 brands for which participants choose to redeem their digital gift cards are Amazon (29.8%), Mastercard (9.5%) and Visa (9.2%).  

Why This Matters and What’s Next

Client feedback helps DHS and its providers identify what services are working well and what are not meeting clients’ needs. Offering incentives increases participation rates, and higher participation rates lead to a more representative dataset to inform public policy decisions. Using technology-based business processes to collect data and process incentives allows DHS to do this at scale across nearly 500 contracted providers and over 200,000 clients served annually. Having extensive and robust feedback from the public ensures that residents are active partners in shaping service systems — and that those service systems are responsive, equitable and reflect the needs and priorities of the community.

Questions or Feedback?

We welcome your questions and suggestions. To share feedback, you can reach us at DHSResearch@alleghenycounty.us. If you’d like to stay informed, consider signing up for our newsletter. To learn how to use DHS data in your research, please visit our Requesting Data page. Thank you for your time and interest. Your engagement helps shape and improve how we share data that matters.

Resources

Overview

This dashboard provides information on individuals who use services from the Allegheny County Office of Developmental Supports (ODS). To best understand the scope and role of ODS services, this dashboard includes data on demographic characteristics, diagnoses and the services and supports used by eligible, registered individuals. To offer a comprehensive view of service involvement for these individuals, this dashboard also includes data on additional human services and supports that falls outside of the ODS direct oversight.

Consistent and effective support requires a knowledge of who is receiving services and an understanding of how recipients use those services. This dashboard supports informed decision-making and collaboration among providers, community partners, policy makers and families by identifying patterns and gaps in service use — both within and between service systems. This information can guide strategic funding and service decisions —ensuring service delivery is responsive, equitable and aligned with the lived experiences of ODS service users. Ultimately, this dashboard has the potential to improve outcomes for service users in Allegheny County.

 

Dashboard Guide

How to Use the Dashboard

At the top of the dashboard, you’ll find tabs that let you switch between different sections of content. Hovering over visuals will reveal additional details. Some dashboard tabs include filter tools—typically located on either the left-hand or right hand side of the screen—that allow you to explore the data by time period, demographic group or service type. Selecting a specific part of a chart or map may also filter the view of the data on the dashboard. To return to the full view of ODS service users, clear any filters you’ve applied. Many of the visual elements are interactive and built to support user-driven exploration.

Key Features

  • Explore demographics (e.g., age, race, sex assigned at birth) of registered individuals
  • View distribution and types of diagnoses (e.g., autism, intellectual disability)
  • Compare use of ODS services and waiver types
  • Track annual registration counts and geographic distribution across Allegheny County
  • Examine the overlap between ODS services and other public service use, including supports for people without stable housing and those who have mental health treatment
  • Filter by time frame, diagnosis, funding type and municipality

About the Data

This dashboard uses data from the Pennsylvania Home and Community Services Information System (HCSIS) and includes individuals registered with ODS. All individuals have qualifying diagnoses (i.e. intellectual disability (ID), autism spectrum disorder (ASD), a developmental disability (DD) before age 9, or a medically complex condition (MCC) diagnosed before age 22). The dashboard updates monthly. To ensure privacy, we use anonymized records and don’t display data for small groups. Definitions and additional details about waiver types and services are available in the Data and Definitions tab on the dashboard.

Trouble viewing the dashboard below? You can view it directly here.

 

Questions or Feedback?

We welcome your questions and suggestions. To share feedback, you can reach us at DHSResearch@alleghenycounty.us. If you’d like to stay informed, consider signing up for our newsletter. To learn how to use DHS data in your research, please visit our Requesting Data page. Thank you for your time and interest. Your engagement helps shape and improve how we share data that matters.

Current Information

Background

In the United States, there are barriers to accessing mental health services, especially for Medicaid recipients, who face additional challenges in receiving care compared to their peers who use private insurance. Medicaid recipients often have decreased provider acceptance rates and increased wait times for care. Reimbursement rates can influence the availability and quality of mental health services for these recipients, highlighting the importance of evaluating compensation frameworks and their impact on the access and delivery of mental health services.

The Allegheny County Department of Human Services (DHS) partners with Community Care Behavioral Health (CCBH) to provide behavioral health services for Medicaid recipients. The resources (i.e. report and summary) present a decade (2010-2019) of information, encompassing claims data (i.e. billing and payment records) and rate variations. Analyzing data prior to COVID-19 ensures findings and inferences from the data reflect pre-pandemic conditions only.

What You Need to Know

The report evaluated over 1,100 behavioral health providers and over 90 service codes. The evaluation of reimbursement rates and service availability has identified some relationships between provider responsiveness and payment systems.

  • A 20% increase in Medicaid reimbursement rates resulted in a 3.2% increase in services offered, demonstrating a small yet positive relationship. The increase in reimbursement rates offered a temporary increase in service provisions, but this effect was not sustainable, eventually declining or disappearing within 4-5 years. 
  • Established clients made up more of scheduled visits than new patients during this time of rate and service increases.
  • Larger providers have less challenges in adopting and adapting to rate fluctuations than smaller providers.

Why This Matters and What’s Next

In Allegheny County, Medicaid reimbursement rates are generally lower than Medicare rates. The disparity in these funding mechanisms suggests Medicaid enrollees are less attractive to providers than Medicare recipients. The analysis also suggests rate increases did not offer a sustainable solution for increased access to mental health services. Addressing system-level constraints (e.g. workforce shortages, limited facility capacity) may facilitate development of sustainable and equitable approaches to receiving care. Additionally, continued monitoring and evaluation of the needs of small providers, the disparity between Medicare and Medicaid rates, and the demand for a long-term sustainable strategy for service provisions may be particularly beneficial, as these efforts may be crucial in establishing effective and equitable health care solutions for Allegheny County and the nation.

Overview: 

In 2021 and 2022, states and localities reached historic settlements with manufacturers and distributors of opioids, as well as pharmacy chains and a consulting firm, for their roles in the opioid epidemic. The settlement funds were designed to promote the long-term goals of (1) reducing fatal overdoses and (2) reducing the harms from opioid use disorder. As a result of these settlements, Allegheny County will receive annual payments in varying amounts through at least 2038.

In 2022, Allegheny County received $8.4M and in 2023 the county received $6.05M in settlement funds. In December 2024, however, Allegheny County received $26.4M in 2024 from Opioid Settlements — a payment that is substantially larger than payments received in 2022 and 2023 and those expected in future years. In preparation for receiving the 2024 payment(s), Allegheny County solicited feedback from community members, providers, and other stakeholders through a series of listening sessions. These sessions aimed to engage and inform the public about the impact of opioids on the community and to collaboratively brainstorm solutions for opioid misuse.

What You’ll Gain from the Resources

The linked resources provide background on the national opioid settlements and detail how Allegheny County has allocated settlement payments to enhance the substance use services system.

The listening sessions report (2025) describes Allegheny County’s community engagement efforts and summarizes participants’ top priorities for settlement fund investments. Some major takeaways from the sessions include the need to reduce stigma, expand harm reduction services, improve access to treatment, and address housing and economic barriers that make recovery from opioid addiction hard. To learn more about community-driven priorities and planned investments, consider reading the full report.

The dashboard offers additional insights into funding distribution and shows how investments support initiatives.

Trouble viewing the dashboard below? You can view it directly here.

 

 

 

Current Information

The Allegheny County Department of Human Services (DHS) engages clients and others who interact with DHS programs in a variety of ways: regular roundtables/cabinets (e.g., Children’s Cabinet); town halls and community forums; social media (e.g., Facebook and LinkedIn); and the Director’s Action Line (DAL). In 2018, DHS expanded its public engagement strategy to include SMS text messaging (texting), a tool that is convenient for recipients and allows DHS to scale up communication with clients and other Allegheny County residents.

How does DHS use text outreach? 

DHS uses text outreach in a variety of ways, including collecting feedback after a service touchpoint, increasing program engagement, recruiting for paid research opportunities, and providing timely alerts. Text messaging has allowed DHS to connect clients to resources at scale, and to solicit feedback from clients who would likely never otherwise have the time or opportunity to share their feedback.

What data is available?

The data brief provides more information about the communication strategy and descriptive analytics from 2018 to 2022. The interactive dashboard, which is updated daily, allows users to drill down to individual text campaigns to understand the purpose, the number of messages sent, and the demographics of people who were contacted.

Terms and Conditions

This service is used by the Allegheny County Department of Human Services to send you notifications about publicly funded services. You can cancel this service at any time. Just text “STOP” to 987987. After you send the message “STOP” to us, we will send you a reply message to confirm that you have been unsubscribed. After this, you will no longer receive messages from us. If you want to join again, just text “START” to 987987, and we will start sending messages to you again. If at any time you forget what keywords are supported, just text “HELP” to 987987 After you send the message “HELP” to us, we will respond with information about the program. Message frequency varies. Carriers are not liable for delayed or undelivered messages. As always, Message and Data Rates May Apply for any messages sent to you from us and to us from you. If you have any questions about your text plan or data plan, it is best to contact your wireless provider. For all questions about the services provided by this short code, you can contact us at DHS-Research@alleghenycounty.us

Please view our Privacy Policy here

In May 2022, Allegheny County assembled a taskforce of leaders to reduce intimate partner violence (IPV) through improved coordination, information sharing, training, and implementation of interventions that target both those who use violence and those who are victims or survivors of it.

Historically, the County’s understanding of IPV has been based on national data, which, though useful, fails to capture local nuances that lend greater insight into specific community needs. The county published a report and dashboard to provide more local context to problems of IPV in Allegheny County by describing trends in demographics, human services involvement, and criminal histories among victims and perpetrators of intimate partner homicides (IPH). The report covers January 2017 through September 2022. The dashboard includes more recent information and is updated annually.

The analysis point to a disproportionate impact on individuals who are disadvantaged not only by their gender identity, but also by systemic racial and socioeconomic inequalities. Though IPV has traditionally been framed as an issue related to gender alone, a more intersectional understanding of risk and impact can better inform strategies for effective prevention and mitigation.

Key Findings from Report

  • There were 45 victims (43 incidents) of IPV and IPV-spillover homicides from January 2017 through September 2022.
  • The demographic trends among individuals involved in IPH are similar to those of overall homicides: victims and perpetrators are disproportionately Black, young (aged 25-34) and living in high-need areas. Black women represent the highest proportion of victims (37%, n=16), while Black men constitute the highest proportion of perpetrators (56%, n=23).
  • Unlike homicides at large, IPH victimization disproportionately impacts women: 63% of victims of IPH are women.  While IPH accounted for roughly 7% of all homicides from January 2017 through September 2022, they made up 30% of all homicides with female victims.
  • Both victims and perpetrators of IPH had high rates of involvement in human services.  74% of perpetrators had prior involvement with child welfare, publicly funded behavioral health, or homeless and housing systems.
  • 58% of victims had prior involvement with child welfare, publicly funded behavioral health, or homeless and housing systems.
  • Across all gender, race and role categories, about 53% of individuals involved in IPH – 47 of 88 – had criminal justice involvement at some point prior to the homicide incident: 63% of perpetrators (27 of 43) and 44% of victims (20 of 45). Among perpetrators with criminal justice involvement, both Black and White men had higher rates of involvement than either Black or White women.
  • Roughly 24% of all IPV perpetrators had indicators of IPV history in either the criminal courts or child protection system. This is likely an undercount of true IPV history, as data limitations, legal restrictions and underreporting make identification of non-fatal IPV in the data difficult. Among those with domestic violence related criminal cases, the majority occurred in the 18 months prior to the homicide incident.

Read more about the county’s IPV work here.

 

 

Current information

Allegheny County Department of Human Services (DHS) developed these publicly available, interactive dashboards in collaboration with resolve Crisis Services, the County’s provider for the 24-hour, 365-day mental health crisis service provided free to all Allegheny County residents.

These dashboards provide information about:

Crisis Calls: Overview of call volume to resolve Crisis Services through 988 Suicide & Crisis Lifeline and resolve’s 24-hour hotline 1-888-7-YOU-CAN (796-8226), consumer wait time to reach call clinician, abandoned call rate, and demographics of person-in-crisis who received call services. Aggregate call information is from April 2021 to present and is updated monthly. Demographic information is available from March 2023 to present and is updated monthly.

Mobile Team Dispatches: Overview of mobile team dispatch volume, consumer wait time, reasons for mobile team dispatch, dispatch rate by neighborhood, and demographics of people-in-crisis who received mobile interventions. Information is available from September 2023 to present. Data updated monthly.

Police Involvement: Percentages of calls and mobile team dispatches with police involvements. Information is available from September 2023 to present. Data updated monthly.

Current information

The Allegheny County Department of Human Services (DHS) funds programs to assist young adults who are transitioning out of the child welfare system (also known as transition-aged youth) to secure employment, education, housing, behavioral health services, financial advice and more. Despite these service offerings, transition-aged youth have higher rates of homelessness, substance use, mental health challenges and incarceration, as well as lower rates of high school graduation compared with people who were not involved with the child welfare system. While targeted services are important, some human service needs result from poverty, which can be mitigated by providing direct financial assistance.

What is this report about?

In the summer of 2023, DHS launched a direct cash support program called Cash Assistance for Allegheny Young Adults (CAAYA), which provided a one-time payment of $4,000 to young adults, ages 18 through 22, with a history in the child welfare system, who were experiencing homelessness or were young parents who had an open case with Allegheny County’s child welfare office. In this report, we present a mixed-methods approach to evaluating the impact of CAAYA, including longitudinal surveying, a quasi-experimental analysis of administrative data in the Allegheny County Data Warehouse, and semi-structured interviews with cash recipients.

What are the takeaways?

  • CAAYA recipients demonstrated significant financial need. At the launch of the program, only 35% reported being currently employed and only 29% reported being in school either full-time or part-time. Those who had some form of formal employment in the 12 months before the program had mean annual earnings of $10,174. Twenty-eight percent had one or more children.
  • CAAYA recipients also lacked financial support within their community. Two-thirds of recipients reported not knowing anyone who would lend them $500 in a time of crisis.
  • Overall, the program encouraged about 100 individuals to open a bank account. Seventy-five percent (n = 774) of recipients chose to receive the money via bank account transfer and 25% via a virtual gift card.
  • Recipients used the cash assistance quickly. On average, $2,769 of the $4,000 was spent within the first month.
  • Car-related expenses ranked as the number one item for planned expenditures, and there was a 41% relative increase in car ownership three months after receiving the money.
  • The program improved self-reported well-being after receiving financial assistance, but the effects faded in the subsequent months.
  • CAAYA recipients increased their use of mental health outpatient therapy by 7% compared to a control group of individuals who were narrowly ineligible for the program. There was no change in utilization of crisis and inpatient services. In contrast to self-reported well-being, the program’s impact on usage of outpatient mental health services persisted for at least eight months after receiving funds.

How is this report being used?

As a result of this program, we are exploring additional opportunities to leverage cash assistance with this population to increase engagement in holistic supports and services. We are also considering longer-term programs with more frequent, smaller payments to targeted populations.  For future programs, we hope to receive state waivers for the impact of cash assistance on public benefits, especially if a program is designed to include ongoing payments.

For other local governments or providers who are considering cash assistance programs, we hope this report serves as a resource for program design and evaluation. Local governments should note that the success of the CAAYA program would not have been possible without our partner organizations. Trust in government significantly impacts the accessibility of services, particularly for marginalized communities. When first hearing about the cash assistance, many individuals who were eligible to receive the money thought that it was a scam. This skepticism was eased by having multiple trusted intermediaries ensure that it was a real program and that they should apply.

Allegheny County Department of Human Services developed these dashboards to provide information to the community about violence trends in Allegheny County and the City of Pittsburgh.

What is this dashboard about?

The dashboard contains information about all homicides in the county and city (as reported by the county’s medical examiner) and contains a link to the Pittsburgh Bureau of Police’s dashboard showing shootings within the City of Pittsburgh. The dashboard shows trends in homicides, including trends in demographic data for victims and trends in homicide locations. The dashboard also shows information on human service, physical and behavioral health, income supports and justice involvement for the victims prior to their death.

What data is available?

Data on homicides is available through the Allegheny County Medical Examiner’s office. It is available from 2007-present and is updated monthly. Data on program involvement (including prior justice involvement) comes from Allegheny County’s data warehouse, which integrates information from more than 20 distinct sources. Read more about the county’s data warehouse here.

Current information

Since 2016, the Allegheny County Department of Human Services (DHS) in Pennsylvania has utilized the Allegheny Family Screening Tool (AFST), which assists child welfare call screening caseworkers in their assessment of general protective service (GPS) referrals regarding potential child maltreatment.

What is this report about?

This report reviews the research evidence on algorithms in child welfare, specifically focusing on the causal impacts of the AFST and comparable predictive risk models (PRMs). It begins by summarizing the influence of these tools on child welfare decisions. The report then explores the discrepancies between perceived and actual effects of these models, highlighting the importance of bridging the gap between perception and reality to alleviate concerns and maximize the effectiveness of these tools.

What are the takeaways?

The impacts of predictive risk models in child welfare must be compared with alternative approaches to augmenting call screening caseworker decision-making. Traditional risk assessments in child welfare have been largely manual, prone to inconsistencies, and often omit critical information. Before implementing the AFST, Allegheny County did not employ any structured risk assessment.

The main conclusions from recent research on the AFST are:

  • The AFST changed the composition of investigated referrals. The introduction of the AFST decreased the probability of investigation for referrals with low risk of removal and increased the probability of investigation among referrals with high risk of removal. The introduction of the AFST also reduced the racial gap in investigation rates, particularly among higher risk referrals.
  • The AFST is reducing, not increasing, racial disparities. Researchers found that the introduction of the model reduced racial disparities in investigation rates across AFST scores, although the size and precision of the reduction varied. The AFST reduced the racial disparity in investigation rates for the highest risk referrals by 83%, from 10.6% to 1.8%. The researchers estimated that the AFST reduced the Black–White gap in removal rates of screened-in referrals by 73%, from 4.3% to 1.2%.
  • Screeners use the algorithm but with caution. Researchers found that call screening case workers are integrating information from the AFST effectively, aligning their decisions more closely with predicted removal risk compared with the period before the tool’s introduction. The tool is seen as a helpful source of additional information rather than a replacement for professional judgment. 

How is this report being used?

The application of algorithms to support decision-making, especially in sensitive areas like child welfare, mandates high transparency. It is critical that the complexities of predictive risk models are communicated clearly to all stakeholders to maintain trust and prevent misuse. DHS is committed to keeping the public informed about the use and impact of algorithms at the Department and draw upon current research to shape the implementation of these tools in the field.

Read more about AFST here.

In Allegheny County, a network of shelters provides temporary places to stay for people experiencing homelessness. Allegheny County’s emergency shelter network includes facilities that serve only adults and others that offer spaces to families with children or other dependents (family shelters).

This data brief focuses on the group of approximately 598 people in 184 households that enrolled in one of six family shelters at least once from April 2022 through March 2023. People are eligible for family shelters if they are 1) an adult with a minor child(ren) or a child over 18 years old still enrolled in high school, 2) a woman or couple without a minor child where the woman is in her third trimester of pregnancy, or 3) a couple unable to separate or parent with an adult child where one is caregiving for the other.

See the related data briefs, “People Using Adult-Only Emergency Shelters in Allegheny County” and “People Experiencing Unsheltered Homelessness in Allegheny County for descriptions of other people served in the homeless system

  • Ninety percent (N=165) of heads of household who used family shelters were female and Black individuals were over-represented – 77% of heads of households were Black, but Black individuals only make up 14% of the county. Most households (71%) consisted of an adult female head of household and one or more children. Forty-nine percent of children (N=179) were age 5 or younger at the time they entered a family shelter. An additional 35% were ages 6 through 12 and 16% were ages 13 through 17.
  • Most families had not recently used the shelter system and only stayed once. 84% of families only used shelter once during this period and only 6% had used a shelter or County housing program in the year prior to their first stay.
  • Although half of families stayed in shelter for more than two months, the largest group of families exited within a week of entering. Seventy-nine percent (N=153) of all stays resulted in households exiting to stable housing, which includes a County housing program (32%), housing with family or friends (27%), or an owned or rented property (19%). An additional 19% exited to another shelter.
  • Income is limited for heads of household using family shelters. 70% (N=129) of heads of household self-reported income from any source, with an average monthly income of $923. Additionally, DHS was able to access Pennsylvania Labor and Industry information for 171 individuals in this cohort (93%). Of these heads of household, 47% (N=81) had earnings, with an average monthly income of $1,243.
  • About a third of Medicaid-enrolled heads of household used behavioral health services, most of which were mental health outpatient services. The most common diagnosis was acute stress disorder (30% of people with a diagnosis), a short-term mental health condition that can occur within the first months after experiencing a traumatic event.
  • Asthma was the most common chronic condition for Medicaid-enrolled children using shelter and the second most common for heads of household. Asthma rates for both are twice as high as those in the general Medicaid-enrolled population in the County
  • Fifteen percent of families using these shelters had an active child welfare case in the year prior to their stay. This could indicate the need for additional support and safety nets within the child welfare system or as families transition out of it.

Emergency shelters are meant to be short-term accommodations for people experiencing a crisis. The County’s goal is to ensure that shelter stays are rare, brief and non-recurring.  The County is working with shelter staff and other housing providers to support client moves to stable housing when possible, with the goal of improving their overall outcomes and ensuring that short-term beds are available when people need them. 

In its responsibility for administering publicly-funded human services, Allegheny County Department of Human Services (DHS) plans for the allocation of more than $1B in areas that span behavioral health, children and families, aging, housing and homelessness, and intellectual disability and autism services.

How does DHS plan its allocation of resources?

DHS planning activities are ongoing and iterative. They include:

What is the County Human Services Plan?

The County Human Services Plan consolidates planning requirements for categorical components of the Human Services Block Grant, including Mental Health Community Base-Funded Services, Behavioral Health Services Initiative (BHSI), Intellectual Disabilities Community Base-Funded Services, Act 152 of 1988 Drug and Alcohol Services, Homeless Assistance Program Funding, and Human Services Development Funds. It is submitted annually to the PA Department of Human Services, 60 days after the agency releases its annual bulletin (usually in the summer).

What is the Needs-Based Plan and Budget?

The Needs-Based Plan and Budget articulates Allegheny County’s priorities, planned services, and resource needs for serving children and families – in particular those children and families who are involved with, or at risk of involvement with, the child welfare and juvenile justice systems. It is submitted annually to the PA Department of Human Services, Office of Children, Youth & Families (the budget narrative submission deadline is August 15th every year).

State Fiscal Year (SFY) 2025-26

Older plans:

What is the Area Agency on Aging Strategic Plan?

The Allegheny County Area Agency on Aging (AAA) is part of a nationwide aging network led by the U.S. Administration on Community Living and the Pennsylvania Department on Aging (PDA). Every four years, PDA requires each of the Commonwealth’s fifty-two (52) Area Agencies on Aging to submit an action plan for the following four years. This Four-Year Plan considers the demographic trends of the region, the changing needs of the consumers, and the current services provided by the Allegheny County AAA.

Additionally, the Allegheny County AAA may release other strategic documents, including yearly program updates, budget prospectuses and annual reports.

Community Services Needs Assessment & Strategic Plan

Allegheny County DHS is the designated community action agency for the receipt of the County’s (outside the City of Pittsburgh) Community Services Block Grant (CSBG) funds. CSBG is a federally funded block grant from the US Department of Health and Human Services, Administration for Children & Families, Office of Community Services that supports services aiming to alleviate the causes and conditions of poverty in under resourced communities. CSBG recipients are required to conduct a needs assessment and develop a strategic plan no less than every 5 years.  

Housing and Homelessness

Allegheny County DHS, through its Office of Community Services, is the designated Infrastructure Organization and United Funding Agency for the Allegheny County Continuum of Care (CoC) – the network of services and stakeholders engaged in making homelessness rare, brief and non-recurring. Starting in 2016, the CoC underwent a community planning process to create its strategic plan. The strategic planning process is summarized in Preventing and Ending Homelessness – Community Strategic Planning Process. Principles guiding the strategic plan can be found in the Guiding Principles: Allegheny County Plan to Prevent & End Homelessness. The working board of the CoC, the Homeless Advisory Board (HAB), voted to accept the plan on July 25, 2017.

Opioid Settlement Funding

Other plans