What Caregivers Want From Technology: Emerging Research Worth Paying Attention To

Technology is moving quickly into nearly every part of healthcare, education and family support.

But there is a question that should come before building another app, platform or AI tool:

What do caregivers actually want technology to help them do?

A new 2026 preprint from researchers at Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine offers an interesting early look at that question.

The study, Caregiver Needs and Technology Acceptability for Behavioral-Crisis Support in Children With Neurodevelopmental or Behavioral Conditions, surveyed 84 caregivers of children ages 5 to 17.

The findings do not establish that technology works. They do not evaluate artificial intelligence, and they do not evaluate CareBridge Copilot.

But they do tell us something important about caregiver needs.

Caregivers Reported Significant Gaps in Support

Among the caregivers surveyed:

• 52% reported feeling little or no confidence managing behavioral crises

• Fewer than half, 48%, had received formal or informal crisis-management training

• 57% identified long therapy waitlists as a barrier to accessing behavioral services

The study also found that 93% of respondents reported that their child had experienced a behavioral crisis at some point, and 43% reported crises occurring at least weekly.

Those numbers deserve attention.

Families may have clinicians, therapists, teachers and other professionals involved in their child's care. But much of parenting happens outside scheduled appointments.

A difficult behavior does not necessarily wait for the next therapy session.

Neither does a stressful transition, a challenging morning routine, a refusal, an escalation or the moment when a caregiver simply thinks:

What should I do next?

What Did Caregivers Want From Technology?

When researchers asked caregivers about potential technology-based support, the preferences were remarkably practical.

63% identified a personalized crisis plan as one of the most valuable potential features.

46% selected safe de-escalation scripts.

Caregivers also expressed substantial interest in technology-based support, while identifying privacy and data security as their most frequently reported technology concern.

That combination matters.

Families appear interested in accessibility and personalization, but not at the expense of privacy or responsible design.

That should be a lesson for anyone building technology intended for caregivers.

The Goal Should Not Be Technology for Technology's Sake

As artificial intelligence becomes more capable, it can be tempting to focus on what technology can do.

A better question may be:

What should technology do, and where should its boundaries be?

Caregiver-facing technology should not automatically be designed to replace clinicians, diagnose children or function as a substitute for appropriate professional care.

Instead, there may be an important role for technology that helps caregivers better understand concepts, practice skills, access educational resources and feel more prepared for everyday situations.

That distinction is central to how I think about CareBridge Copilot.

CareBridge was created as an educational caregiver-support tool. It is not therapy, diagnosis, medical advice, emergency care or a replacement for a qualified professional.

A caregiver can describe an everyday behavioral situation in plain language and receive educational information, practical language to consider, focused next steps and additional learning resources.

The purpose is not to replace the professional.

It is to better equip the caregiver.

Why This Research Caught My Attention

I developed CareBridge after decades of working with children, families and behavioral-health professionals.

One pattern has remained remarkably consistent:

Families often need help translating what they have learned into what happens at home.

Knowing a behavioral principle is one thing.

Knowing what to say when your child is refusing to leave the house on a Tuesday morning is something else.

Understanding reinforcement is one thing.

Knowing how to respond calmly and consistently in the middle of a difficult routine is something else.

Technology has the potential to help close some of that gap, but only if it is designed responsibly.

That means listening to caregivers.

It means protecting privacy.

It means establishing clear boundaries.

It means being transparent about what a tool can and cannot do.

And ultimately, it means conducting research to determine whether these technologies actually help.

An Important Limitation

This study should not be interpreted as evidence that CareBridge Copilot is effective.

It should not be interpreted as evidence that AI improves caregiver or child outcomes.

The research examined caregiver experiences, needs and stated interest in hypothetical technology-based behavioral-crisis supports.

It was also a self-selected, single-center study, and it is currently a preprint that has not yet completed journal peer review.

The authors appropriately describe the findings as preliminary and hypothesis-generating.

That matters.

Emerging research can inform questions and design decisions without being treated as proof.

Where Do We Go From Here?

For me, one of the most valuable messages from this study is simple:

Caregivers should have a voice in the technology being built for them.

If caregivers are asking for personalization, concrete guidance, greater accessibility and strong privacy protections, developers, clinicians and researchers should pay attention.

The next question is not whether we can build increasingly sophisticated caregiver technology.

We clearly can.

The harder and more important questions are whether we can build it responsibly, whether families will actually use it, whether professionals can trust its boundaries, and eventually, whether rigorous research demonstrates meaningful benefit.

Those are questions worth pursuing.

About CareBridge Copilot

CareBridge Copilot is an educational caregiver-support tool designed to help parents and caregivers better understand everyday behavioral situations, practice practical responses and access educational resources.

CareBridge Copilot is educational only. It does not provide therapy, diagnosis, medical advice or emergency or crisis-response services, and it does not replace qualified professional care.

Research referenced

Patel F, Williams B, Elmaghraby R, Pedapati EV. Caregiver Needs and Technology Acceptability for Behavioral-Crisis Support in Children With Neurodevelopmental or Behavioral Conditions. medRxiv. 2026. DOI: 10.64898/2026.07.09.26357685.

Preprint. Not yet peer reviewed.