CHILD WELFARE

Better informed decisions. Improved outcomes.

Case Study

Allegheny County DHS Uses NLP to Unlock the Data in Case Notes, Saving Caseworkers Time & Better Serving Families.

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Challenge

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APPROACH

Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making

LEADERSHIP & READINESS

There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour,

Challenge

Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more.

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Approach

Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more.

Obscure Latin words, consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of "de Finibus Bonorum et Malorum" (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The standard chunk of Lorem Ipsum used since the 1500s is reproduced below for those interested. Sections 1.10.32 and 1.10.33 from "de Finibus Bonorum et Malorum" by Cicero are also reproduced in their exact original form, accompanied by English versions from the 1914 translation by H. Rackham.

Result

consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of "de Finibus Bonorum et Malorum" (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The standard chunk of Lorem Ipsum used since the 1500s is reproduced below for those interested. Sections 1.10.32 and 1.10.33 from "de Finibus Bonorum et Malorum"

If you are going to use a passage of Lorem Ipsum, you need to be sure there isn't anything embarrassing hidden in the middle of text.
- Anitonia JAMES
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Allegheny County, Pennsylvania is home to the city of Pittsburgh and more than 1.4 million people. The people of Allegheny are served by a Department of Human Services (DHS), whose vision is “to create an accessible, culturally competent, integrated and comprehensive human services system that ensures individually tailored, seamless and holistic services to Allegheny County residents, in particular, the county’s vulnerable populations.”

Within DHS, the Office of Children, Youth and Families (CYF) is responsible for ensuring child welfare. Their work is supported by the Office of Analytics, Technology and Planning (ATP) in the areas of technology use, policy development, quality improvement, planning and decision-making through research, analysis, and engagement. The result is a strong partnership between technology and practice that has established DHS as a widely recognized leader in innovative practices and use of technology that supports and improves child welfare practice.

The team at ATP has long known that easy access to and analysis of the data in unstructured text – such as case notes, safety plans, assessments, etc. – could be a game-changer for child welfare case teams. Per Tracy Rohrdanz, ATP Business Applications Analyst, “There are thousands of places where our systems require a paragraph, a description, or another note. There is rich data in the notes. Those notes tell the story of that family.” As a former case worker, Tracy understands the importance of case knowledge and understanding across the entire case team. The ATP team found the solution to their challenge with Augintel’s natural language processing (NLP) products.

Allegheny chose to begin their Augintel implementation with a pilot of 80 caseworkers, clinicians, supervisors, specialists, and paralegals. This cross-functional team was responsible for tagging data, testing functionality, and assessing accuracy. One tactic used by ATP to test usability involved a "scavenger hunt," where ATP compared time to locate case information using Augintel to their existing case management system. The pilot team was able to demonstrate that Augintel located the information more quickly  and saved case workers' valuable time.

Upon success of the pilot phase, Allegheny moved to full rollout across more than 400 CYF staff. Going from pilot to rollout took less than six months, and DHS quickly started seeing results where they matter most – field teams. Caseworker Cristy Bearden estimates that Augintel is saving her five hours per week previously spent combing through cases notes for information or prepping for court, that she can now spend focusing on more impactful tasks.

Asked about her use of Augintel for court prep, Cristy said, “I saved so much time prepping for court. And while in court, any time there was a question, I was able to search the notes and give the judge the answer very quickly.” Typically, in the days before a court hearing, Cristy will take time to re-read the case and make notes, hoping to have answers to any questions the judge might ask. “Using Augintel, it was just all right there for me.”

Asked about other uses for Augintel, Cristy elaborated, "I am regularly using Augintel for my weekly supervision reviews. I can quickly get anything my supervisor asks me, such as ‘Did you engage the fathers? Did you get specific medical information back?’” Cristy also sees value when covering for another case worker. Augintel allows her to quickly come up to speed on the case by easily identifying the family’s risks and strengths from Augintel’s case dashboard and when specific topics like mental health or drug and alcohol abuse may have been discussed. But Cristy’s favorite use of Augintel is family-finding. “I had a child who had to be removed from the home, and I was struggling to find a family placement. I recalled that much earlier in the case, there had been mention of other relatives. However, the case covered many years, and the file was huge. I may have never been able to find the note referencing those relatives. Using Augintel, I quickly found those notes and identified a grandmother. I was able to place the child with the grandmother and avoid that child going to foster care.”

The team at ATP is excited about Allegheny County’s early success with Augintel. When asked about future plans, Rohrdanz said, “We are listening to our current users about new ways to improve the use of the tool, analyzing what we can learn from unstructured data, and planning for use in other programs areas within DHS such as housing and family support.”

Allegheny-Further Faster Project Timeline

Allegheny
Further Faster
  • Onboard
  • Kickoff Workshop
  • Accept invitations to Asana, Google Docs, Slack Provide Subject Matter
  • Experts Recommendations (M)
Nov. 16th
  • Onboard
  • Plan and Hold Kickoff Workshop
  • Set Up Documentation
  • Send Calendar Invites
  • Interview Scheduling (D)
Holiday Break
WE Are Here
Nov. 23rd
  • Start Subject Matter Expert Interviews (N + D)
  • Competitive Landscape (D)
  • Market Analysis (D)
  • Draft User Personas (B)
  • Draft Consumer Journey Maps (B)
  • Content Blocking & Information Architecture (N+D)
  • Logo Design Revisions (N)
  • Prepare and Host Site Architecture Workshop (N)
  • Attend 3 Interviews (R)
  • Conduct 3 Interviews (R)
Nov. 30th
  • Synthesize Interviews (N+ D)
  • Moodboard (N)
  • Begin Designing Wireframes (N)
  • Social Media and SEO Strategy Brief (N + J)
  • Finish Interviews (R)
  • Attend Product Design Workshop (All)
  • Review Protoype Designs (All)
  • Approve Research Plan & Interview Questions (All)
  • Revise Consumer Journey
  • Map (All)
  • Revise User Personas (All) Decide on Technical Partner (R)
Dec. 7th
  • Begin Designing Site (N)
  • Site Review Meeting (N+D)
  • Remain updated via slack and email
Dec. 14th
  • Design Website Asset
  • Design Site Components
  • Complete Website Copy
  • Develop Webflow CMS and pages
  • Deliver SEO & Social Media Strategy Brief
  • Brand Assets
  • Finalize Copy
  • Prepare for Launch and marketing
Dec. 21st
  • QA & Handoff
  • Tutorial on use and maintenance
  • Launch
  • Talk Next Steps
  • Finalize Copy
  • Prepare for Launch and marketing
Dec. 21st
  • QA & Handoff
  • Tutorial on use and maintenance
  • Launch
  • Talk Next Steps
Dec. 28th
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