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What Is My Child Really Trying to Achieve? How AI Decodes Behaviour Patterns

What Is My Child Really Trying to Achieve? How AI Helps Parents Decode Behaviour Patterns

At RMPS, one of the most common things we hear from parents is:

“I just don’t understand why my child keeps doing this.”

Could be emotional outbursts, refusal to attend school, constant arguments, shutting down, or behaviours that seem to come out of nowhere. Parents often arrive feeling worried, frustrated, and unsure whether they are missing something important, or doing something wrong.

One of the first things we help families understand is this:

Children don’t behave “randomly.” Every behaviour serves a purpose.

From a therapeutic perspective, behaviour is communication. When children and teens don’t yet have the emotional language, insight, or regulation skills to express what they are feeling, they show us through their actions. The work is not about stopping behaviour. It’s about understanding what the behaviour is trying to achieve.

As artificial intelligence (AI) tools increasingly appear in parenting apps, educational platforms, and mental health spaces, families often ask whether AI can help them better understand their child. At RMPS, we see AI as a supportive tool, not a solution on its own. Used ethically and thoughtfully, it can help parents and clinicians notice patterns that are otherwise easy to miss.

This article explores how we understand behaviour at RMPS, why parents often feel stuck interpreting it, and how AI, when paired with human insight and relational work, can support deeper understanding.

How RMPS Understands Behaviour: It Always Makes Sense in Context

In therapy, we don’t ask, “How do we stop this behaviour?”
We ask, “Why does this behaviour make sense for this child, right now?”

Decades of psychological research support what we see clinically every day: behaviour is shaped by a child’s emotional capacity, nervous system, environment, and relationships. Children are not trying to be difficult; they are trying to cope.

From our perspective, challenging behaviours often reflect:

  • Emotional overwhelm
  • Anxiety or fear
  • A need for control or predictability
  • Difficulty with transitions or expectations
  • Sensory overload
  • Disconnection or unmet relational needs

When behaviour is viewed through this lens, it shifts the conversation from discipline to understanding, and from blame to curiosity.

The “Goal Behind Behaviour”: A Core Therapeutic Framework

At RMPS, we draw from well-established behavioural and developmental models that emphasize function over form. One widely supported framework is functional behaviour analysis, which focuses on what a child gains or avoids through behaviour rather than how disruptive it appears.

Research consistently identifies four primary goals behind behaviour:

  1. Gaining attention or connection
  2. Avoiding or escaping distress
  3. Accessing something tangible or preferred
  4. Regulating internal sensory or emotional states

When families understand this, many experience immediate relief. Suddenly, behaviour feels less personal and less confusing. It becomes something that can be understood, and therefore supported, rather than controlled.

Studies show that interventions targeting the function of behaviour are significantly more effective than those focused solely on compliance or punishment (Carr et al., 1999).

Why Behaviour Is So Hard for Parents to Decode Alone

Parents are deeply attuned to their children, and that emotional closeness is both a strength and a challenge.

Emotional Proximity Makes Objectivity Difficult

When a child is distressed, parents are affected too. Stress narrows perspective, making it harder to notice subtle patterns or triggers.

Behaviour Looks Different Across Settings

Many families tell us, “They’re fine at school, but fall apart at home,” or the opposite. Without seeing the full picture, behaviour can seem inconsistent or confusing.

Memory Is Not a Data System

Parents understandably remember the hardest moments most vividly. But memory alone often misses frequency patterns, environmental triggers, and what happens before and after behaviour.

This is where AI-supported tools can assist. Not by interpreting behaviour, but by organizing information in a way that supports insight.

How AI Can Support Behaviour Understanding (When Used Responsibly)

At RMPS, we do not view AI as something that replaces therapy, parental intuition, or relational work. Instead, we see it as a pattern-recognition aid that can complement human understanding.

Identifying Patterns Over Time

AI tools can help track:

  • When behaviours occur
  • What typically precedes them
  • How adults respond
  • What outcomes follow

Research shows that systematic behaviour tracking improves accuracy in identifying behavioural functions compared to recall alone (Lane et al., 2007). This can be especially helpful for families navigating chronic stress, ADHD, or neurodivergence.

Reducing Blame and Emotional Reactivity

When patterns are visible, behaviour feels less personal. Parents often shift from “They’re doing this on purpose” to “Something is happening consistently that we didn’t notice before.”

Decision-support tools in mental health have been shown to reduce punitive responses and increase caregiver reflection (D’Mello et al., 2019).

Supporting Reflective Parenting

Many AI-informed tools prompt parents to pause and reflect rather than react. This aligns closely with therapeutic approaches we use at RMPS, including reflective functioning and attachment-based work.

Reflective parenting, where caregivers consider the child’s internal experience, is strongly associated with healthier emotional development and stronger parent-child relationships (Slade, 2005).

What AI Cannot Replace (And Why That Matters)

While AI can be helpful in identifying patterns and organizing information, it cannot understand meaning on its own. It does not interpret emotional nuance, recognize the depth of a child’s relational history, or account for cultural and family context. AI cannot build trust, create emotional safety, or make moment-to-moment therapeutic judgments that are informed by lived experience and human connection.

At RMPS, we are clear about this distinction: relationship is the intervention. Tools and technology can support insight, but healing and growth happen through connection. Decades of attachment research consistently show that secure, responsive relationships; not techniques or tools, are the strongest protective factor for children’s mental health and emotional development (Bowlby, 1988; Siegel & Bryson, 2012).

Behaviour, Neurodiversity, and Misinterpretation

Many families we support are parenting neurodivergent children, including those with ADHD, autism, or sensory processing differences. These children are especially vulnerable to having their behaviour misunderstood.

What looks like:

  • Defiance may be executive functioning overload
  • Avoidance may be anxiety
  • Meltdowns may be sensory overwhelm
  • Shutdown may be emotional exhaustion

Research on neurodiversity emphasizes that behaviour support should focus on regulation, accommodation, and understanding, not normalization or compliance (Kapp et al., 2013).

AI can help identify environmental and sensory patterns, but interpretation must always be grounded in compassion and clinical understanding.

Ethical Use of AI in Parenting and Therapy

At RMPS, ethical considerations matter deeply in any conversation about AI and children. The use of AI must prioritize privacy and data protection, maintain transparency about how information is collected and used, and reflect a strength-based approach rather than a deficit-focused one. Equally important is the presence of human oversight, ensuring that technology supports thoughtful decision-making instead of driving it. Professional guidelines consistently emphasize that AI should enhance, not replace, clinical judgment and parental insight (American Psychological Association, 2023). Parents should feel supported and empowered through these tools, never monitored, evaluated, or judged.

From Insight to Action: What Helps at RMPS

Understanding the goal behind behaviour allows families to respond differently.

Instead of asking:

“How do we stop this?”

We ask:

“What is this behaviour protecting, expressing, or solving for this child?”

From this perspective, therapeutic work centres on helping children build emotional language, strengthen regulation skills, and experience environments that better match their developmental and sensory needs. It also involves adjusting expectations, repairing relational ruptures when they occur, and supporting parents in responding with calm, consistency, and attunement. Research consistently shows that when caregivers respond to underlying emotional needs rather than focusing solely on behaviour, children develop stronger self-regulation skills and greater long-term resilience (Morris et al., 2007).

Final Reflections from RMPS

Behaviour is not a problem to eliminate but it is an invitation to understand.

AI can help families see patterns more clearly. Therapy helps families understand what those patterns mean. And relationships are what allows children to feel safe enough to grow beyond their behaviour.

When parents begin asking, “What is my child really trying to achieve?” they move from reacting to responding, and from feeling powerless to feeling connected.

At RMPS, this is where meaningful change begins.

References

Carr, E. G., et al. (1999). Positive behavior support for people with developmental disabilities. American Association on Mental Retardation.

Lane, K. L., et al. (2007). RTI and behavior: A guide to integrating behavioral and academic supports. Guilford Press.

D’Mello, S., et al. (2019). Data-driven decision support in mental health interventions. Journal of Educational Psychology, 111(5), 847–862.

Slade, A. (2005). Parental reflective functioning. Attachment & Human Development, 7(3), 269–281.

Bowlby, J. (1988). A secure base: Parent-child attachment and healthy human development. Basic Books.

Siegel, D. J., & Bryson, T. P. (2012). The whole-brain child. Delacorte Press.

Kapp, S. K., et al. (2013). Deficit, difference, or both? Autism and neurodiversity. Developmental Psychology, 49(1), 59–71.

Morris, A. S., et al. (2007). The role of the family context in the development of emotion regulation. Social Development, 16(2), 361–388.

American Psychological Association. (2023). Ethical considerations for AI in psychological practice.

 

MacKenzie Ebel

MacKenzie is a Psychometrist/Psychological Assistant at RMPS. She completed her Bachelor of Arts in Psychology at Princeton University, where she also played 4 years for the women’s ice hockey team. She recently completed her Masters in Counselling Psychology through City University of Seattle. MacKenzie has worked with children, youth, and their families in a number of settings, through coaching, as a behavioural aid, and counselling through her internship placement. She is excited to continue learning about assessment administration, neurofeedback, and play therapy practices at RMPS! Currently, she is part of the assessment and neurotherapy team, as she completes her final capstone assignment and intends to join our counselling team as a Registered Provisional Psychologist.

Tammy Thomson

Tammy is a graduate of the Master of Arts in Counselling Psychology (MACP) program at Yorkville University and is trained at the master’s level in art therapy as a professional art psychotherapist and member of the Canadian Art Therapy Association. She brings more than 20 years of experience working with children, teens, and families in child development settings, children’s hospitals, and schools as an early childhood educator and elementary teacher. She completed a Bachelor of Applied Science specializing in Child Development Studies at the University of Guelph, Ontario and holds a Graduate Diploma of Teaching and Learning from the University of Canterbury in Christchurch, New Zealand. Tammy is a member of the Canadian Counsellor and Psychotherapy Association and College of Alberta Psychologists while pursuing her next goal of registration as a provisional psychologist. Tammy values a client-centered approach using play therapy and the expressive arts to support those who may find it difficult to articulate their thoughts and feelings with words. Children and families do not need any skill or prior art experience and the art studio is a safe place where children can gain a sense of independence, greater emotional regulation, and confidence through self-exploration. Expressive interventions in art therapy can treat behavioural issues, anxiety, depression, ADHD, autism, learning disabilities, physical and developmental disabilities, and attachment difficulties. As a parent of three young children herself, Tammy understands the complexities of family life using compassion to help parents feel more confident in their role of raising a successful family.

Raquel Freitas

Raquel is an Office Administrator at RMPS. Back in Brazil, her home country, she graduated as a Psychologist and worked as a clinician for the past 5 years. Although she loved working with children and adults, she discovered a new passion: manage the administrative tasks that keep the business running. 

As someone who is passionate about learning new things and developing new skills, with the career transition also came the decision to live abroad and explore a new culture. To serve empathetically and connect with people is Raquel’s main personal and professional goal.

Emma Donnelly

Emma is a Registered Psychologist with the College of Alberta Psychologists. She completed her Bachelor of Arts in Psychology in her hometown at Brandon University, after which she moved to Calgary to earn her Master’s of Science in School and Applied Child Psychology at the University of Calgary. Emma has a passion for working with children and families and has experience doing so in a number of settings, including schools, homes, early intervention programs, and within the community. She specializes in assessment, including psychoeduational, social-emotional-behavioural, and autism assessment. Emma uses a client centred approach to counselling, supported by cognitive behavioural therapy, as well as play-based and attachment-based techniques. She believes in meeting clients where they are at and prides herself in working together with her clients to achieve their goals, improve their functioning, and enjoy their daily life.

Amanda Stoner

Amanda is a Registered Psychologist with the College of Alberta Psychologists. Amanda earned her doctoral degree in Psychology at Brock University in Ontario in 2017, with a specialization in developmental psychology. Amanda provides formal assessment services at RMPS. 

Since 2009, Amanda has received formal training and work experience in private practice settings in conducting psycho-educational assessments for students ranging from preschool through university. Amanda is skilled at test administration, interpretation of data, and report writing for various referral questions including ADHD, Learning Disorders, Autism Spectrum Disorder, Anxiety, Giftedness, and Intellectual Disabilities. Amanda enjoys working with people of all ages from diverse backgrounds, and she tries to make the testing environment feel relaxed and comfortable while maintaining integrity in testing protocol.

Denise Riewe

Denise has completed a Bachelor of Health Sciences through the University of Lethbridge and a Master of Counselling with Athabasca University. She is a Registered Provisional Psychologist with the College of Alberta Psychologists and a member of the Psychological Association of Alberta. Denise has over 9 years of experience supporting children, youth and their families in both residential and community-based practices. Denise is experienced in working with high and at-risk youth, supporting children and their families with strength-based approaches. She practices from a client-center approach supported by Cognitive Behaviour Therapy, Dialectical Behaviour Therapy, Theraplay, and other play and art-based modalities.

John Pynn

John is a Registered Provisional Psychologist with the College of Alberta Psychologists. He completed his Master of Arts in Counselling Psychology at Yorkville University. He brings more than 20 years of experience working with children, teens, and families in a variety of settings. He brings a relaxed and collaborative atmosphere to sessions. John uses an integrated counselling approach including client-centred, Cognitive Behavioural Therapy (CBT), and Solution-Focussed therapy (SFT) to find the best-fit for clients. He has experience with a variety of mental health concerns including anxiety, depression, anger, self-
esteem, relationships, parenting, ADHD, grief/loss, addictions, and trauma. This broad experience comes from working in schools, social service agencies, group-care, and clinical settings. He also draws from the practical experience of being a parent to two teenagers as well as a husband. Supporting and empowering clients with mental health concerns is something John genuinely enjoys. John also provides counselling for adults and holds a Gottman level 1 certification for couples therapy.

Zara Crasto

Zara is a Psychometrist/Psychological Assistant at RMPS. She completed her Bachelor of Science in Psychology at the University of Calgary and her Graduate Diploma in Psychological Assessment at Concordia University of Edmonton. 

Zara has spent over five years working alongside children, adolescents, and their families in a variety of settings. These include public and private schools, in-home support, residential programs, early-intervention programs, and non-profit organizations. Currently, Zara is part of the assessment and neurotherapy team. As a lifelong learner, Zara plans to go back to graduate school and eventually become a psychologist one day.

Kellie Lanktree

Kellie is a Registered Psychologist with the College of Alberta Psychologists. She completed a Bachelor of Child and Youth Care with the University of Victoria and a Master of Education in Counselling Psychology through the University of Lethbridge. Kellie has over 10 years experience supporting children and youth with developmental disorders/delays and their families. Kellie has experience working in schools, clinical settings, and within homes to provide support and therapeutic interventions. Through her time at RMPS, Kellie has also gained experience in helping individuals affected by trauma, grief/loss, separations, emotional dysregulation, depression, and anxiety. Kellie practices through developmental, attachment-based and trauma-informed lenses, and draws from a variety of play-based approaches such as Synergetic Play Therapy, Child-centered play therapy, DIR/Floortime, art-based mediums, and mindfulness-based practices. Kellie also provides Neurofeedback therapy, and is working on receiving her certification through BCIA. Kellie believes in meeting children and their families where they are at and that there is no “one size fits all” for therapy.