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Virtual Cross Sites 2022
Together in Action 
August 16-17, 2022

Brandy Dailey will share the PAP methodology at the Virtual Cross Sites 2022, Together in Action Conference, presented by the Infant-Toddler Court Program National Resource Center at ZERO TO THREE. 

PAP Presenting for TX DFPS
April 25, 2022

Brandy Dailey will present the PAP Program for the Texas Department of Family and Protective Services, Data & Analytics Office  Monday, April 25th.

PAP Presenting for Partnership Council Meeting 
February 15, 2022

Brandy Dailey will present the PAP Program for the Clifford Beers Partnership Council Tuesday, February 15th. PAP’s partnership with Clifford Beers is on behalf of the Centers for Medicare & Medicaid Services, InCK Model implementation for New Haven, Connecticut.

PACEs Connection Features Overview of PAP's Predictive Analytics
November 17, 2021

Learn how PAP's predictive analytics for child maltreatment prevention is carried out in the PACEs Connection article found here.

PAP Presenting for Blue Cross Blue Shield Arkansas 
October 18, 2021

Brandy Dailey will present the PAP Program for Blue Cross Blue Shield Monday, October 18th, in Little Rock, AR. 

PAP Presenting for the Frederick County Government
January 26, 2022

Brandy Dailey will present the PAP Program for the Office for Children & Families, Frederick County Government located in Maryland on January 26th, 2022.

Predict-Align-Prevent New Hampshire Technical Report
October 5, 2021

PAP is very excited to share our Technical Report for the New Hampshire Department of Health and Human Services. Please Click Here to view our work for Manchester, Winnipesaukee Region, and Greater North Country, made possible by a generous grant and support from Casey Family Programs. 

The 22nd National Conference on Child Abuse and Neglect 
July 27 - 29, 2021 Virtual

PAP will be hosting an exhibit booth for the virtual NCCAN conference. We will be available to connect with attendees from 4:30-5:00 pm ET on July 27th, 28th, and 29th, and will showcase information about the PAP Program.

More information

PAP Participating in Child Welfare Data Analytics Round Table Discussion
June 23 -24, 2021

PAP will be a part of a roundtable event co-sponsored by the Office of the Assistant Secretary for Planning and Evaluation (ASPE) in the U.S. Department of Health and Human Services, Casey Family Programs, and Chapin Hall at the University of Chicago. This virtual event brings together experts from child welfare and economic fields with two objectives:

1. Develop an analytic framework and identify tools to help states address economic risk factors for child maltreatment.
2. Identify steps to develop the data capacity and infrastructure needed to implement the analytic framework.

We are pleased to be a part of shaping such an important structure for our country.

PAP Presentation for the Oregon Office of Reporting, Research, Analytics, and Implementation (ORRAI)
June 22nd, 2021

Brandy Dailey will present PAP's work in Arkansas and New Hampshire for the ORRAI team, focusing on our data analysis methodology.

More information

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PAP Included as Part of the Leadership Team for Child Maltreatment Prevention Planning in Three Colorado Counties

We are proud to be a part of Otero, Bent, and Crowley counties' maltreatment prevention planning leadership team and will provide expertise and advisement throughout the process. 

PAP Presentation for the Little Rock City Planning Meeting
Date: TBD

Brandy Dailey will present PAP's Little Rock work at the April Little Rock City Planning Meeting. The discussion's focus will include high-risk areas and the need to address blight and public work issues.

Connecticut Department of Children and Families Presentation

May 19, 2021

Brandy Dailey will present the PAP Program for Connecticut DCF on behalf of St. Francis Hospital in Hartford, Connecticut, in conjunction with Child Safety Forward: A national initiative to reduce child abuse and neglect fatalities and injuries through a collaborative, community-based approach.

AFMC ACEs Steering Committee Presentation

May 12th, 2021

Brandy Dailey will present the PAP Little Rock, Arkansas Program work and share updates on prevention efforts for the city at the AFMC ACEs Steering Committee meeting. 

PAP included in the Administration on Children, Youth and Families, Children’s Bureau’s 2021/2022 Prevention Resource Guide 

March 2021 

Predict-Align-Prevent is proud to share that our work has been included under Using Community Data To Prevent Child Abuse And Neglect in the 2021/2022 Prevention Resource Guide.


The guide can be found here

Sacramento County Safe Sleep Baby Education Presentation hosted by Predict-Align-Prevent 

March 31, 2021 

PAP wishes to thank The Child Abuse Prevention Center who presented their Sacramento County Safe Sleep Baby Education Campaign for the Arkansas Division of Children and Family Services, Arkansas Children’s Hospital, and the University of Arkansas for Medical Sciences.


Click to view the presentation


More information

Child Safety Forward Domestic Violence Convening  

April 8, 2021 

Brandy Dailey will present at the Domestic Violence Convening for Child Safety Forward: A national initiative to reduce child abuse and neglect fatalities and injuries through a collaborative, community-based approach 


Presentation Recording

PAP Presentation for the SOS International Give Hope, Get Hope Month Long Event

April 15th - May 15th 

Dr. Dyann Daley and Brandy Dailey will present at the SOS Month of Hope event sharing an overview of the PAP Program and addressing the long term effects of Adverse Childhood Experiences on the individual and society as a whole. Discussion will include how communities can rally to prevent childhood trauma and abuse. 


More Information 

PAP Program Keynote Presentation at the 2021 ICDR Annual Training Conference 

April 15, 2021   Little Rock, AR

Brandy Dailey will present the PAP Little Rock Program findings at the 2021 ICDR event, hosted by Arkansas Children's Hospital on April 15th. 

Excel by Eight: Predict-Align-Prevent Little Rock Program Presentation   
February 23, 2021
Dr. Daley and Brandy Dailey will present the Little Rock PAP Program for Excel by Eight which is focused on building a reliable resource grid, where all Arkansas families and communities have what they need to help children thrive.
More Information
Brandy Dailey joins
We are pleased to add Brandy Dailey to the PAP team as our Spokesperson. She has worked with various non-profits and received her Master’s Degree in Public Administration and her Graduate Certificate in Nonprofit Management.
Welcome Brandy!​
Manchester Children’s Initiatives Integration Team Meeting: PAP Program Presentation 
April 1, 2021
Brandy Dailey will present the New Hampshire DHHS PAP Program work to the Manchester Children’s Initiatives Integration Team on Thursday, April 1st, 2021
Florida Department of Children and Families Program Presentation 
Dec 15, 2020
Dr. Daley has been invited to present the PAP Program for the Florida Department of Children and Families leadership on December 15th, 2020
More Information
Greater Hartford Family Advocacy Center, Saint Francis Hospital and Medical Center: Parent Engagement Presentation
Dec 1, 2020
Dr. Daley will present the Predict-Align-Prevent Model and discuss ACEs with the Greater Hartford Family Advocacy Center's Parent Engagement Group in relation to the Child Safety Forward Department of Justice Project.
More Information
Michigan Children's Services Agency Presentation
Dec 15th 2020
Dr. Dyann Daley will present the PAP Program to the Michigan Children's Services Agency Leadership and discuss statewide modeling for child maltreatment risk.
Arkansas Children's
Build Community, Retreat
Dr. Daley will present her Little Rock, AR research work at the AR Children's First 2100 Days Retreat, December 17th, 2020
More information
Dr. Dyann Daley Presented with UAMS Dean’s Resident Teaching Award
Dyann was honored by the Graduating residents who presented her with the UAMS Anesthesiology department’s Dean’s Resident Teaching Award for Teaching Excellence.
More information
Little Rock, Arkansas
Technical Report for the Arkansas Division of Children and Family Services
Click Here to View

ONE IN TEN Podcast interview with Dr. Dyann Daley

October 8, 2020

Dr. Daley and Teresa Huizar, Executive Director of the National Children’s Alliance discussed the PAP program and the promise of non-stigmatizing prevention and intervention predictive analytics on the podcast One In Ten.
To listen to the podcast, click here

The 2020 Arkansas Conference on Child Abuse and Neglect

October 14th -16th

On October 14th, Dr. Dyann Daley will present an overview of the Predict-Align-Prevent program in Little Rock, focusing on the results of the geospatial and market segmentation analyses and next step plans. 

Productive AI Podcast

December 8, 2020

Dr. Daley will be a guest on the podcast Productive AI December 8, 2020 with host Troy Angrignon. They will discuss the PAP Program and how AI is changing our world.


Details can be found at

IPC and Community Engagement Thought Retreat

August 31, 2020   Little Rock, Arkansas

Dr. Dyann Daley will discuss her research work during the Arkansas Children's Hospital collaborative learning session. 

Arkansas Children's Research Institute Presentation

August 27, 2020   Little Rock, Arkansas

Dr. Daley will present Predict-Align-Prevent's reasearch findings for the Arkansas Children's Research Institute's members of the board August 27th, 2020.


Tools to Help Eliminate Biases-and Prevent Abuse 

August 24, 2020  

The National Children’s Alliance referenced Predict-Align-Prevent founder and CEO, Dr. Dyann Daley's work in the review, "Tools to Help Eliminate Biases-and Prevent Abuse" by Teresa Huizar.

Click here to read more


2020 MIT AI Conference 

July 15, 2020  

Dr. Daley presented at the 4th annual 2020 MIT AI Conference.

The focus this year: AI for a Better World. The event explored the ways in which AI is being used to help solve some of the most important problems we face today.  

Click here for more information


Dyann Daley, subject matter expert for Resilience Health 

June 2020  

Dr. Daley has joined Resilience Health's subject matter expert panel as part of a COVID-focused expert network.

The panel includes experts in infectious disease (diagnosis, testing, dynamics), infection protection control, disease surveillance (epidemiology, bioinformatics), decontamination, building protection, and risk management. These experts will develop frameworks to structure an effective COVID response.


National Partnership for Child Safety Virtual Convening 

May 13, 2020  

Dr. Daley will collaborate at the NPCS Virtual Convening May 13th, organized and presented by Casey Family Programs.


Zero to Three 14th Annual Cross Sites Meeting 

August 27, 2020  

On August, 27th 2020, Dr. Daley will present at the ZERO TO THREE Annual Cross Sites meeting for child welfare professionals, judges, court personnel, service providers, community coordinators, and other stakeholders.


The Cross Sites meeting provides a national learning community to share ideas and innovative approaches, learn about the latest scientific practices in the field, and discuss child welfare policies and practices for infants and toddlers and their families in the child welfare system.

Twitter Chat: Child Maltreatment Prevention during COVID-19 

April 1, 2020  11 am PT / 2 pm ET 

Dr. Daley will participate in a Twitter chat on the topic of child maltreatment prevention during COVID-19.




National Peer Learning Team 

March 30, 2020 

Dr. Daley will present the PAP Program for the Child Maltreatment National Peer Learning Team March 30, 2020. The team is a collaboration between the Colorado Department of Public Health and Environment (CDPHE) and the Program for Injury Prevention, Education and Research (PIPER). It launched in 2017 with support from the Centers for Disease Control and Prevention.

University of Arkansas Department of Pediatrics at Arkansas Children’s Hospital

March 10, 2020   Little Rock, Arkansas

On March 10, Dr. Daley will present her geospatial maltreatment prevention work, Predict-Align-Prevent Place-Based Predictive Analytics in Child Welfare for the UAMS Department of Pediatrics at Arkansas Children’s Hospital Grand Rounds.   


Alliance for Strong Families and Communities Collaborative 

September 10, 2020

Dr. Daley will present Community Level Data Collection & Analysis​ at the Annual Convening of Child Safety Forward: a National Initiative to Reduce Child Abuse and Neglect Fatalities and Injuries Through a Collaborative, Community-based Approach

More Information


San Diego State University Social Policy Institute
SDSU School of Social Work

February 21, 2020 

Dr. Daley will present her work on Place-based Predictive Analytics in Child Welfare to the SDSU Social Policy Institute leadership team on February 21st. 


Society for Pediatric Anesthesia 2020 Annual Meeting 

October 2, 2020   Washington D.C.

Dr. Daley will present a Pedx ("TED talk") at the 34th Annual Meeting of the Society for Pediatric Anesthesia on October 2nd. ​


Virtual National Children's Alliance 2020 Leadership Conference 

December 13-16, 2020   Online

National Children’s Alliance will be hosting its annual Leadership Conference Virtually, December 13th - 16th. This conference aims to provide continuing education, networking opportunities and exposure to innovative programs and ideas for Children’s Advocacy Center leaders. Dr. Daley will be presenting "Predict-Align-Prevent: Addressing Abuse with Everything We've Got" on December 14th from 4 - 5pm EST. 

More Information

Cook County Health and Rush Children's Hospital Grand Rounds and Workshop

March 24, 2020   Chicago, IL

On March 24th, Dr. Daley will present Grand Rounds for Cook County Health and Rush Children's Hospital.

Children’s Bureau Community Collaborations to Strengthen and Preserve Families: Annual Grantee Meeting

March 5 - 6, 2020   Washington D.C.

Dr. Daley will present on location-based predictive analytics and collective impact at the Children's Bureau Community Collaborations annual grantee meeting. For more information about this project, visit the OPRE website.


ACEs & Resilience Coalition Meeting

February 12, 2020

Dr. Daley will present on the work Predict-Align-Prevent has done in Little Rock to identify clusters of child maltreatment and the potential community resources in the city that could help prevent and mitigate the risk factors of this maltreatment


Dr. Daley at the UAMS College of Public Health

January 14, 2020


Dyann Daley, MD, presented her maltreatment prevention work on January 14th, 2020 at the public health seminar presented by UAMS College of Public Health​


Dyann Daley, M.D. Joins Adverse Childhood Experiences (ACEs) and Resilience Coalition Steering Committee

December 2019

The Adverse Childhood Experiences (ACEs) and Resilience Coalition invited Dr. Dyann Daley to become a member of the steering committee which provides oversight and direction to the coalition’s work. Dr Daley is proud to be involved in an organization working to prevent and heal the damage caused by ACEs


Gifts for foster kids abound at Capitol as state’s system reports improvements

Legislators, lobbyists, and state government employees brought Christmas presents to the (Arkansas) Capitol for foster kids Tuesday (Dec. 10), two months after the state’s foster care agency released a report showing improvements in the system over the past three years. This feature shared that Predict-Align-Prevent is providing predictive maltreatment prevention insight and services mapping to Little Rock.



Technical Expert Panel (TEP) on Elder Abuse Risk Factors Predictive Analytics

Hosted by WRMA, a TriMetrix Company
December 9th and 10th

Dr. Dyann Daley will present on an expert panel December 9th from 3:00 – 6:00 PM, EDT and December 10th from 9:00 – 12:00 PM, EDT


Natural Wonders

2019 Healthy Child Summit

November 14 - 15, 2019

Dr. Dyann Daley will present Predict-Align-Prevent: Place-based Predictive Analytics in Child Welfare at 2:00 PM CST on November 15, 2019 at Heifer International Headquarters in Little Rock, Arkansas

More Information


The 35th Annual San Diego International Conference on Child and Family Maltreatment Organized by Chadwick Center for Children and Families 

San Diego, California January 25- 31, 2020

Dr. Dyann Daley will present on Population Level CQI for Child Maltreatment Prevention on January 28, 2020 at the 35th Annual San Diego International Conference on Child and Family Maltreatment, organized by Chadwick Center for Children and Families at Town and Country San Diego, San Diego, California


Rogosin Institute Expert Roundtable

Friday, October 18, 2019, 8:30 to 3:00

in New York

Dr. Dyann Daley will participate in the Rogosin Institute Expert Roundtable on the “Potential Power and Challenges in the Use of Artificial Intelligence (“Big Data”) for Improved Risk Stratification and Management of Kidney Disease” on October 18, 2019 in New York. 


The 2019 Arkansas Adverse Childhood Experiences (ACEs) and Resilience Summit: Building Resilient Communities: Where you live,

work and play!

September 26 - 28, 2019

Dr. Dyann Daley will present Predict-Align-Prevent: Place-based Predictive Analytics in Child Welfare on the 28th at 1pm

Learn More


Child Fatality Conference, Washington County MD

July 19, 2019

Predict-Align-Prevent: Place-based Predictive Analytics in Child Welfare workshop presented by

Dr. Dyann Daley


Dr. Dyann Daley: Winner in the “AI Entrepreneur” category, Venturebeat’s Women in Artificial Intelligence Awards

On July 12, 2019, Anu Bhardwaj, founder of Women Investing in Women Digital, and Nicole Alexander, SVP and chief innovation expert at Ipsos, announced the winners of VentureBeat’s first-ever Women in AI Awards at the Transform 2019 Diversity in AI reception.

Click here to learn more


The 2019 Arkansas Conference on Child Abuse and Neglect

On October 9th and 10th, 2019 Dr. Daley will present at the Hot Springs Convention Center in Hot Springs, Arkansas

Click here to learn more


2019 Prevent Child Abuse America National Conference

Dr. Daley will present September 16th and September 17th, 2019 at the Wisconsin Center in Milwaukee, Wisconsin

Click here to learn more


Dr. Dyann Daley to Present at The 21st National Conference on Child Abuse and Neglect

April 26, 2019

Aligning Community Resources for Prevention: A Geospatial Analysis of Risk and Protective Community Factors

Room: Maryland C

Presenters: Carl Ayers, Virginia Department of Social Services;  Dyann Daley, M.D., Predict Align Prevent


Predictive analytics is a growing trend in child welfare. Geospatial analytics is a model that uses location-based data to assess risk prior to a child entering the child welfare system, reflecting the national trend and movement towards early identification and prevention of child abuse. Geospatial analytics uses location-based data to build maps, which have been successful in identifying the geographic locations of future child maltreatment. Community members and stakeholders identify existing services and the gaps in services for the high-risk locations. Engaging a variety of community members and stakeholders redefines the responsibility of protecting children to all community members.  

Click here to read more


View our Open Source Community Kick-off Online Conference

March 2019

Predict-Align-Prevent, a 501(c)(3) nonprofit, and Urban Spatial hosted a kick-off call to launch our new, open source predictive tools to help in the fight against child maltreatment. Combining spatial analytics with cutting edge machine learning techniques, this framework allows communities to explore administrative data and forecast maltreatment risk across space.

Click here to view the presentation


This Penn professor’s geospatial tool predicts where child maltreatment will happen

April  2019

Ken Steif, the director of University of Pennsylvania’s Master of Urban Spatial Analysis program, has been working with Texas nonprofit Predict Align Prevent on a framework that considers privacy and proximity to community resources.

Click here to read more


Wise Practitioner – Predictive Analytics Interview Series: Dyann Daley MD at Predict-Align-Prevent


March 2019

In anticipation of her upcoming conference presentation at Predictive Analytics World Las Vegas, June 16-20, 2019, Dyann Daley MD, Founder and CEO at Predict-Align-Prevent sat down for an interview to discuss her presentation, Finding At-Risk Children with Geospatial Machine Learning.

Read the full interview text here.



Stop Child Abuse Before it Happens with New Open Source Geospatial Machine Learning Tools


March 2019

Predict-Align-Prevent and Urban Spatial Analysis share an original open source geospatial machine learning framework for the prevention of child abuse and neglect.

Read the release here.


Open Source Community Kick-off: Online Conferences


March 2019

Predict-Align-Prevent, a 501(c)(3) nonprofit, and Urban Spatial are excited to release new, open source predictive tools to help in the fight against child maltreatment. Combining spatial analytics with cutting edge machine learning techniques, this framework allows communities to explore administrative data and forecast maltreatment risk across space.

PAP and Urban Spatial look forward to seeing others adopt the open source codebase to replicate this work in communities nationwide.  Two online conferences on March 25th and 26th will be hosted to launch the open source community around the software and methods.

For conference call details, click here.


Predict Align Prevent Richmond, Virginia Technical Report


March 2019

We are excited to announce the release of the Richmond Virginia Technical Report commissioned by the Virginia Department of Social Services.

The report includes analysis and results of the Predict Align Prevent program to date.

To read the report, click here.


New Ethics Review of Predict-Align-Prevent’s Approach to Place-Based Predictive Analytics for the Prevention of Child Abuse and Neglect


February 2019


We are pleased to share an ethics review of the Predict-Align-Prevent Program, conducted by Professor Tim Dare of the The University of Auckland, which identifies the ethical considerations raised by the Predict-Align-Prevent (PAP) Program, and makes recommendations to address or mitigate potential risks.


This ethics analysis was made possible by support from Casey Family Programs.

To read the review, click here.  


New Zealand Crunches Big Data to Prevent Child Abuse

April 10, 2015

The Chronicle of Social Change by Darian Woods


How Doctors Are Using Data to Predict Child Abuse

November 21, 2016

KERA News, by Samantha Guzman


California Bets on Big Data to Predict Child Abuse

January 23, 2017

Los Angeles Daily News


Researchers Develop Tool That Can Predict Child Abuse Before It Occurs (Video)

March 3, 2017



Texas Doctor Seeks To Stop Child Abuse Before It Can Happen

August 13, 2017

Associated Press
By Jamie Stengle

As a pediatric anesthesiologist, Dyann Daley, MD, sees her share of injured kids. But one case in 2012 changed her life.

July 2018

Texas Medicine
By Sean Price


Please see Dr. Dyann Daley present at Mega-PAW, the world’s largest Predictive Analytics event, June 18-19, 2019 at Caesars Palace, Las Vegas.

Dr. Daley will discuss the work of her non-profit Predict Align Prevent and her goal to discover the combination of prevention services, supports, and infrastructure that reliably prevents child abuse and neglect.  


Allegheny County DHS Using Algorithm to assist in Child Welfare Screening

April 19, 2017

Pittsburgh Post-Gazette
by Kate Giammarisi

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