PIPages
Labs

Michelle Ballan

Stony Brook University, NY·Social Science

About one in six U.S. children aged 3 to 17 now has a developmental disability.

Fields

Social Science

Engineering

Computer Science

Topics

wandering

elopement

developmental disabilities

Grants
1 known grant, last ended Sep 2026

What they work on

  1. Determine how quality of life can improve for people with developmental disabilities who tend to wander and for their caregivers, using an advisory group, focus groups and surveys with families, agency staff and first responders.
  2. Develop low-cost, non-invasive sensor technologies that fit into existing homes and buildings to detect wandering by children and adults with developmental disabilities.
  3. Test whether combined multimodal data streams can reveal a person's intent to wander, and whether SafeGuard can de-escalate an incident before or during it, through a pilot study.

More about the research

Many of these children wander, leaving a safe area without supervision or permission, sometimes to explore and sometimes to escape uncomfortable sensory input. Wandering often continues into adulthood and can lead to psychological harm, injury or death. Current fixes such as gates, locks, alarms and GPS tracking work only partly and can limit a person's autonomy, privacy and quality of life.

Why it matters

Children and adults with developmental disabilities who wander, and their families and caregivers, could benefit from low-cost sensor systems that detect and calm wandering without locks or constant tracking. Such tools may lower the risk of injury or death while protecting privacy and autonomy. Disability agencies and first responders could also gain better ways to prevent and respond to wandering incidents.

Known grants

From NIH and NSF research grants. Labs often have other funding we can't see.

SCC-PG: SafeGuard—Detecting and Minimizing Wandering Incidents of Children and Adults with Disabilities

NSF · Oct 2021 – Sep 2026

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Document how patients, visitors, and hospital employees from physicians to custodial staff currently use rehabilitation hospital rooms already equipped with smart home technology, through observations, interviews, and analysis of device log data.

Stephen Lee

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Test whether inexpensive off-the-shelf sensors placed by residents can pinpoint where a specific home loses energy, without professional audit equipment.

The school

Stony Brook University: 32 labs on PI Pages, $319M a year on research, 289 research doctorates a year.

More about Stony Brook University

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