The 2008 Act 33 Amendment to the Pennsylvania Child Protective Services law requires state and local reviews of all child fatalities and near fatalities that result from suspected child abuse. In response, the Allegheny County Department of Human Services (DHS) conducts a comprehensive and multidisciplinary review of child fatalities and near fatalities in cases where there is suspicion of child abuse or neglect. These reviews are a component of DHS’s continuous quality improvement process.

What is this report about?

This report covers child fatalities and near fatalities (critical incidents) in Allegheny County reviewed in 2022 and 2023 with a focus on drug ingestions, which have been a growing cause of these critical incidents. The increase in child ingestions and fatalities has been a nationwide trend in recent years and has worsened amidst the nation’s opioid epidemic. The County seeks to understand how these incidents happen and the circumstances surrounding them so that it can develop strategies to minimize them.

What are the takeaways?

• There were 50 critical incidents that occurred during 2022 and 2023. Forty percent (20) of these incidents were the result of unintentional drug ingestion. Unintentional ingestion comprised one-third of the 2022 incidents, rising to nearly one-half in 2023. The number of ingestion-related incidents has been rising year-over-year since 2019 and has been the primary cause of the County’s fatalities and near fatalities since 2022, surpassing blunt force or penetrating trauma and abusive head trauma.
• In 18 of the 20 ingestion cases, at least one of the substances ingested was an opioid. Eighty-six percent of the near fatal and 100% of the fatal ingestions involved opioids.
• The majority (70%) of ingestions occurred in children below the age of three. 40% of victims of ingestions were between one and two years of age compared to 27% of victims of non-ingestion fatalities and near fatalities. This age group are especially at risk for unintentional ingestion as they begin to gain mobility, which increases the likelihood of coming into contact with substances.
• Only 4 (20%) families of ingestion-related critical incidents had active child welfare involvement at the time of the incident, though three quarters (15) of families had a history of child welfare involvement prior to the ingestion incident.
• Sixty-six percent of alleged perpetrators in ingestion cases had received publicly funded substance use disorder services prior to the critical incident.  However, there was a reduction in engagement with these services within a year (43%) and within a month (36%) prior to the critical incident.
• Of the known alleged perpetrators in ingestion cases, 41% had utilized medication for opioid use disorder (MOUD) at some point before the critical incident. There was a steady decrease in MOUD use leading up to the critical incident with 31% using MOUD within the year and 13% within the month prior to the critical incident. 

How is this report being used?

Allegheny County is taking an active role in addressing the ramifications of the opioid epidemic and the rising trend of unintentional ingestions. This includes enhanced training for Child welfare staff and access to naloxone, lockboxes and fentanyl test strips for caseworkers to provide to clients. The County, through its opioid settlement funds, has expanded convenient access to MOUD and evidence-based treatment (e.g., mobile medication, telemedicine prescribing, and incentives for abstinence from stimulants and opioids) and launched a Countywide marketing campaign in April 2024 warning about the dangers of opioid ingestions and the safety of administering naloxone to children. In addition, it has invested in preventative programming like residential substance use disorder treatment that allows families to reside together during a person’s treatment and in the Hello Baby approach, a collaboration which is designed for parents with newborns to improve family outcomes and maximize child and family well-being, safety and security.

Other information

Explore updated annual data and prior reports here.

What is this dashboard about?

The Allegheny County Department of Human Services (DHS) partnered with Pittsburgh Regional Transit (PRT) to launch a transportation assistance program called Allegheny Go. This program offers half-price PRT rides for county residents ages 12 to 64 who receive Supplemental Nutrition Assistance Program (SNAP) benefits, and do not receive any other transit fare discounts. 

Allegheny Go builds on the success of the Allegheny County Discounted Fares Pilot Program, which ran from November 2022 through June 2024.  

This dashboard describes the application process and reports on application statistics and participant demographics.  

How is this dashboard being used?

DHS has set a goal of enrolling 15,000 participants in Allegheny Go. This dashboard tracks progress towards that goal. Staff monitor how many applications are received, how many are eligible, and make sure eligible participants receive their discounts.  

 

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.

Read about how Allegheny County responded to an 82% increase in reports of need to Older Adult Protective Services.

Click here to read more information about older adult protective services and access real-time data.

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.

What is the Community Need Index?

The Allegheny County Department of Human Services (DHS) conducts a Community Need Index (CNI) to identify specific areas that are in greater need, and face larger socioeconomic barriers, relative to others. The newest version of the CNI index ranks neighborhoods by need level by looking at:

• The percentage of families who live below the poverty line
• The percentage of unemployed or unattached males
• The percentage of those aged 25 and up without at least a Bachelor’s degree
• The percentage of single parent households
• The percentage of households without internet access
• Rate of homicide per 100,000 residents
• Rate of fatal overdoses per 100,000 residents

The researchers used a census tract level to break up the region and assess needs. Census tracts are static, relatively small subdivisions of a county.

How can I view the findings?

An interactive map allows users to view and extract data from the 2024 CNI (which uses 2022 five-year data estimates and totals). The new report focuses on all of Allegheny County, examines changes in need over time, and places emphasis on the connection between race and community need. Earlier reports are linked below.

What are the takeaways?

• In Allegheny County, we continue to find the highest levels of need in specific sections of the City of Pittsburgh (Hill District, South Hilltop, parts of the West End, Upper East End neighborhoods, Upper Northside) as well as census tracts outside the City of Pittsburgh (Mon Valley, sections of the Allegheny County River Valley, sections of Penn Hills, sections of Wilkinsburg, Stowe-Rocks).
• There are vast discrepancies between the lowest need communities, which have an average poverty rate of 2%, and the highest need communities, where the average poverty rate is 38%.
• With few exceptions, census tract-level community need is persistent over time.
• Only about one-third of Allegheny County’s Black residents live in lower-need communities. For every other racial and ethnic group in the County, the majority of residents live in lower need communities. Black communities in Allegheny County have disproportionately high levels of need, as do a number of racially mixed communities. 
• Poverty status alone does not account for where various racial and ethnic groups tend to live by level of need; poor Black and Latino families are more likely than other poor families to live in higher need communities. Even Black families above the poverty line are many times more likely than their Asian, White and Latino peers above the poverty line to live in higher need communities.

How is this report used?

The geographic dimensions of community need can help inform many aspects of DHS’s strategic planning and resource allocation decisions, such as decisions on where to locate Family Centers or new after-school programs.

Where can I go for more information?

For more information, you can read previous reports below. Or you can reach out to DHS-Research@alleghenycounty.us with any questions.

 

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Previous reports in this series 

• 2018 update (all county)
  • 2018 Storymap
• 2014 update (suburbs)
• 2012 update (suburbs)
• 2000-2009 (suburbs)
• 2000-2012 (city)

Previous datasets in this series

• 2018 (all county)
• 2014 (suburbs)
• 2000-2012 (city)

Recently, DHS announced it was eliminating some Education Specialists Position. Read a summary of that decision and click here to find some resources if you need assistance.

County human services includes programs from over 300 community-based agencies and is delivered by social workers, peers, and outreach staff working all throughout the county. These staff run out-of-school-time programs, answer hotlines, investigate reports of potential harm to children and vulnerable adults, deliver meals to seniors and run Senior Centers, make home visits to families with newborns, and do the administrative work that makes our human services run efficiently.

What is this report about?

This report highlights the 2023 accomplishments that stood out. There are many, many other achievements that people told us about. We chose the ones that made the biggest difference.

In 2018, the Allegheny County Department of Human Services entered into a formal data use agreement (DUA) with UPMC Health Plan. The purpose of the agreement is to improve care for shared clients. The report — Leveraging Data to Support Health Equity in an Integrated Delivery and Finance System — details how UPMC leveraged data sharing, spotlights associated outcomes and suggests future directions for data practices in healthcare settings.

Social determinants of health (SDOH) are non-medical factors—such as housing, food security, and social support—that significantly affect health, well-being and quality of life. Because these factors often remain unknown within healthcare systems, the University of Pittsburgh Medical Center (UPMC) and the Allegheny County Department of Human Services (DHS) integrated healthcare and human services data to bridge the gap between medical and non-medical information. Their collaboration in data-sharing supports holistic, equitable care and underscores the role of informed system design in improving health outcomes.

View the report to learn how collaboration between DHS and UPMC strengthen social supports and advance health equity.

Key Takeaways:

1. Needs Identification: Screening found unmet social needs for more than one-third of women.
2. Connecting people to support: Providers linked over 700 individuals with essential social services and support.
3. Cross-sector impact: Coordination across systems identified 281,000 shared clients and resulted in enhanced care management for 100 adult Medicaid/Special Needs Plan members.

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.

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).

What is this report about?

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

What are the takeaways?

• 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.

How is this report being used? 

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. 

Allegheny County Department of Human Services (DHS) believes that appropriate sharing of client information is essential to the provision, continuity and overall quality of care provided to DHS clients. It has created a number of tools and mechanisms to facilitate this sharing, including the creation of tools for contracted providers to access information on clients they are serving and mechanisms for providers to safely and security share client information back with DHS. Read more about this here and access the tools through the below links.

Where can I access provider tools?

Links to clientivew, a tool for individual care coordination, and provider connect, a tool for to support provider decision-making, are found here. You can also access data exchange, one of the tools that providers can use to securely share information back with DHS.

How I can gain access to these tools if I don’t already have it?

If you are a contracted provider with DHS, you can request access to provider tools through DHS’s application support portal.

What is the Allegheny County Data Warehouse?

The Allegheny County Data Warehouse brings together and integrates client and service data from a wide variety of sources both internal and external to the County.

How was the Data Warehouse developed?

The Data Warehouse was created by consolidating publicly-funded human services data (e.g., behavioral health, child welfare, developmental supports, homelessness and aging) and, over time, expanded to include data from other sources. The Data Warehouse was made possible with support from the Human Service Integration Fund, a flexible funding pool created by a coalition of local foundations for the purpose of supporting integration and innovation within DHS.

How does the Data Warehouse support of the work of Allegheny County?

The Data Warehouse was designed primarily to improve services to clients, but also to improve the ability of workers to perform their jobs and to support management decisionmaking; it is also intended to be available as a community resource, making data and information publicly available whenever possible.

Where can I learn more?

• This overview document describes the development of the Data Warehouse, the County’s data sharing partnerships, and how the data is utilized to support client services and decisionmaking. 

• The Data Warehouse has also been covered extensively by the media and other researchers:
  • Better Government Through Data: Using Allegheny County Data Warehouse to design more effective results for clients and the public
  Institute for Excellence in Government, Harvard University, October 2020
• • How Data Powers Help for Families
    PostIndustrial.Com, January 27, 2021
  • Software for the Social Good: One County’s Model Warehouse
    Government Technology, December 1, 2017
  • How Allegheny County’s Data Warehouse is improving human services through integrated data
    GovInnovator podcast, February 17, 2016
  • Data Warehouses: Using New Technology to Improve Human Services Administration
    Re-Issue of June 11, 2014 article below
    Government Technology, June 12, 2014
  • Allegheny County, Pennsylvania: Department of Human Services’ Data Warehouse
    Data-Smart City Solutions, Harvard University, June 11, 2014
  • Gaining Ground: A Guide to Facilitating Technology Innovation in Human Services
    Data-Smart City Solutions, Harvard University, May 28, 2014
  • Allegheny County’s Data Warehouse: Leveraging Data to Enhance Human Service Programs and Policies
    University of Pennsylvania, May 2014
  • Human Services: Sustained and Coordinated Efforts Could Facilitate Data-Sharing While Protecting Privacy
    U.S. Government Accountability Office, February 2013

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:

• Engaging stakeholders through
  • Annual public hearings
  • Public surveys via Allegheny Engage
  • Regular advisory board and committee meetings
• Targeted outreach to clients, providers, and other stakeholders on specific questions/priorities (e.g., Crisis Response Stakeholder Group, etc.
• Analyzing client data to identify gaps, and to compare our current state against expected outcomes
• Consulting experts, best practice literature, research

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 15^th every year).

State Fiscal Year (SFY) 2026-2027

• SFY 2026-27 Plan
  • Summary
  • Hearing Video

Older plans:

• SFY 2025-26 Plan
  • Summary
  • Hearing Video
• SFY 2024-25 Plan
  • Summary
  • Hearing Video
• SFY 2023-24
• SFY 2022-23
• SFY 2021-22
• SFY 2020-21
• SFY 2019-20

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.

• 2024-2034 Ten Year Plan Report
• 2024-2034 Ten Year Plan APHA Poster
• 2024-2028 Four Year Plan
• SFY 2022-23 Report
• SFY 2022-23 Budget Prospectus
• 2020-2024 Four Year Plan
• SFY 2021-22 Budget Prospectus
• 2016-2020 Four Year Plan

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.  

• 2022 Report
• 2021 Strategic Plan for Community Action
• 2021 Community Needs Assessment: Economic Security

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.

• Allegheny County Strategic Plan to Prevent and End Homelessness

Opioid Settlement Funding

• 2024 Annual Report on Opioid Settlement

• Opioid Settlement Plan

Other plans

• Community Violence Reduction Plan
• COVID-19 Response Plan
• 2019-20 Strategic Initiatives and Final Report
• Latino Community Center Strategic Plan

What is Hello Baby?

New information added September 2023

Hello Baby is designed for parents of new babies in Allegheny County to strengthen families, improve children’s outcomes, and maximize child and family well-being, safety and security. Hello Baby’s tiered prevention model offers a variety of supports designed to meet families’ varied needs and interests through the child’s third year.

How was Hello Baby developed?

Allegheny County Department of Human Services (DHS) undertook an extensive process to develop the Hello Baby prevention strategy. In addition to drawing from decades of experience by DHS leadership, service workers and families, the process included:

• A review of data and best practices identified in the literature
• Dozens of individual and group meetings with local service providers, families in the community, social workers, clinical specialists and local, national and international child development experts
• Two independent, comprehensive reviews by experts in the field

How is Hello Baby being used?

The resulting prevention program has a differentiated approach, with flexible service delivery that is based upon the understanding that each family is unique and has different and varying levels of needs and barriers to support. In addition to self- and community-referral pathways, Hello Baby also uses an innovative and predictive risk model (PRM) that uses integrated data to identify the highest need families eligible for services. Hello Baby includes a universal entry point designed to increase awareness of available support services for all new parents and improve overall engagement rates. It incorporates community level support and proven home visiting techniques, hiring culturally competent staff with lived experiences to support families with moderate to high needs and intensive engagement and service coordination to support families with the highest needs. An evaluation partner has already been selected to ensure that Hello Baby benefits from rapid feedback and learning throughout the implementation.

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Related materials

• Development of the Hello Baby program
  • FAQs about Hello Baby
  • Children’s Bureau grant application
  • Overview of community engagement efforts
  • Case review summary of high-risk families
  • Request for Proposals: Intensive Engagement and Case Management Service for High-Need Families of Newborns
  • Response to RFP from Healthy Start, Inc.
• Analytics in support of the Hello Baby program
  • Implementing the Hello Baby Prevention Program in Allegheny County: Methodology Report by Rhema Vaithianathan, Ph.D. (Auckland University of Technology), Emily Putnam-Hornstein, Ph.D. (University of North Carolina), and Diana-Benavides Prado, Ph.D (Auckland University of Technology)
  • Answers for parents about the predictive risk model: a guide for staff

• Ethical reviews and DHS’s response
  • Ethical review of the development and implementation of the Hello Baby program by Deborah Daro, Ph.D.
  • Ethical review of the predictive risk model use in the Hello Baby program by Michael Veale, Ph.D.
    Note: This report was written in early 2019. Since then, DHS has made several changes to the design and implementation of the Hello Baby program. An updated draft of the report will be posted when available.
  • DHS’s response to the ethical reviews
• Independent research and evaluation in support of Hello Baby
  • Request for Proposals: Process and Outcome Evaluation of Hello Baby, a Tiered Intervention Program for New Parents and Their Babies
  • Response to the RFP from The Urban Institute and Chapin Hall
  • Do Family Support Centers Reduce Maltreatment Investigations? Evidence from Allegheny County by Fred Wulczyn, Ph.D., and Bridgette Lery, Ph.D. (Chapin Hall)
• DHS policy and procedures related to Hello Baby
  • Collaboration between Hello Baby and Child Welfare
  • Hello Baby involvement for families involved with Child Welfare
  • Use and access of the Hello Baby score

For more information about Hello Baby and to access resources for new parents, visit Hello Baby online.

Recent press coverage of Hello Baby is available here.

In 2022, staff at the Urban Institute partnered with the Allegheny County DHS and the Western Pennsylvania Regional Data Center (WPRDC) to pilot synthetic data generation at the local level, to help understand the unique challenges that might face state and local governments in generating synthetic data. Each record in the synthetic dataset represents a simulated individual, or record, who received at least one service from the Allegheny County DHS in 2021. The synthetic data were designed such that records aggregated by service represent the original data. Read more here about synthetic data.

Why create a synthetic dataset?

The Department of Human Services (DHS) in Allegheny County, Pennsylvania, serves one in five residents of the county every year through child welfare services, behavioral health services, aging services, developmental support services, homeless and housing supports, and family strengthening and youth supports. In the process, data are collected about these services and the population using them. These data are integrated at the individual level to allow for better care coordination, operational improvements, and program evaluation. Because of the dataset’s sensitive nature, it cannot be widely shared at an individual level, so synthetic data are used in the real dataset’s place—allowing the data to be publicly shared and helping stakeholders, including researchers, service providers, and members of the public, understand these populations better.