Problems Are Patterns, Not Fixed Objects — The Seeds OT Model Part 2 | Seeds Occupational Therapy
The Seeds OT Model  ·  A five-part framework for understanding human difficulty and therapeutic change
The Seeds OT Model · Part 2 of 5

Problems are patterns, not fixed objects

When a child is struggling, it is natural to think of the difficulty as a thing — something located inside them, solid and identifiable. But most of the time, what we are looking at is a pattern. And patterns work very differently from objects. They emerge from conditions. They are sustained by conditions. And when conditions change, patterns can change too.

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Nisha Bal
Founder & Principal OT · Seeds Occupational Therapy · Updated May 2026 · West Footscray, Melbourne
Series: The Seeds OT Model
Part: 2 of 5
Topic: How difficulties emerge, sustain and change
Audience: Parents, OT students, clinicians
Where we naturally start

We naturally turn difficulties into objects

There is something very human about wanting to locate a problem. When a child is struggling — with meltdowns, school refusal, food, sleep, aggression, anxiety, rigidity — the mind reaches for something solid to hold onto. We give the difficulty a name. We say it is sensory. We say it is anxiety. We say it is the diagnosis. We say it is the behaviour.

These names are not wrong. They are useful starting points. A diagnosis points toward real patterns in how a child's nervous system and development works. Naming something as anxiety or sensory-driven is genuinely informative. The problem is not the naming — it is what happens next.

Once a difficulty gets named as a thing, it starts to feel like a thing. Fixed. Located inside the child. And once we are thinking about it that way, the questions we ask change. We ask: how do we fix this thing? How do we remove it? What treatment targets it directly? We stop asking: what conditions are keeping this pattern going — and which of those might actually be changeable?

The difficulty is real. The suffering is real. But what we are looking at may not be a fixed thing inside the child. It may be a pattern that keeps recurring under certain conditions.

Figure 1 — Two ways of seeing the same difficulty
Neither view denies that the difficulty is real. They just ask very different questions about what it is.
The fixed-object view
The conditional pattern view
What it isA solid problem located inside the child
What it isA pattern that keeps emerging under certain conditions
The first questionWhat is wrong with this child?
The first questionWhat conditions keep producing this pattern?
Intervention logicFind and target the problem directly
Intervention logicIdentify and shift the conditions surrounding the pattern
What gets missedThe surrounding conditions still shaping the pattern every day
What opens upMany possible points of entry — not just one
Where blame landsOn the child, the parent, the school or the diagnosis
Where attention goesTo the conditions — which belong to no one and can often shift

The conditional pattern view does not deny diagnosis. It asks what is keeping the pattern active right now — and where change might actually be possible.

The core idea

What a pattern actually is

A meltdown does not just happen. It emerges when a specific set of conditions gathers together at the same time. Fatigue from a long school day. Hunger. Sensory overload from hours of managing noise and social complexity. A transition that arrives without warning. Perhaps a week of broken sleep. Perhaps a morning that already started under pressure. Each of those conditions alone might be manageable. Together, at the same moment, they produce something that looks and feels like an explosion.

This is what a pattern is. Not a thing sitting inside the child. An event that keeps occurring because the same conditions keep gathering. Remove enough of those conditions — better sleep this week, a quieter school day, a warning before the transition, something to eat on the way home — and the meltdown becomes less likely. Not because the child has been fixed. Because the conditions have shifted.

The same is true for school refusal. For food refusal. For the rigidity that appears at certain times of day. For the aggression that seems to come from nowhere. For the shutdown that happens in particular environments. These are not random. They are patterned responses to patterned conditions. The pattern feels inevitable because the conditions are so consistent. But conditions are not destiny.

A school refusal pattern is not something sitting inside a child like a stone. It is something continuously recreated each morning under particular conditions.

How patterns emerge

Conditions converge to produce a pattern

One of the most useful shifts in thinking is to stop asking "what caused this?" and start asking "what conditions were present when this kept happening?" Patterns do not have single causes. They have converging conditions — multiple factors arriving together, each contributing to what eventually emerges.

Families often notice this intuitively. The meltdown over a sock seam happens on a Wednesday, not a Monday. The food refusal is worse in the second half of the week. The school refusal spikes after holidays. The aggression is almost always in the late afternoon. That specificity is not random — it reflects conditions converging at particular times.

Figure 2 — How a post-school meltdown actually emerges
No single condition causes the pattern. They converge. Together they produce something none of them could produce alone.
Six hours of sensory and social demand at school
Masking all day — holding it together for everyone else
Lunch barely eaten, hunger building since noon
Two nights of broken sleep this week
An abrupt transition at school pickup
Extra stress already running in the background
↓
↓
↓
↓
↓
↓
The pattern that emerges
Meltdown at the front door — every afternoon this week

Improving two or three of these conditions changes what emerges. The pattern is not inevitable — it depends on the full set of conditions being present together.

When you map it out like this, something shifts. The meltdown stops looking like evidence that something is fundamentally wrong with the child. It starts looking like an understandable response to an impossible combination of simultaneous demands. That does not make it easier to manage in the moment. But it changes the first question you ask — and that changes what you do next.

How patterns sustain themselves

Patterns sustain themselves through loops, not lines

Part 1 introduced the idea that conditions interact bidirectionally — that effects become new causes. This is worth looking at more closely, because it explains one of the most frustrating things families experience: why a pattern persists even when you feel like you have addressed the obvious factors.

Once a pattern stabilises, it starts maintaining itself through loops. Poor sleep leads to dysregulation. Dysregulation leads to conflict. Conflict leads to elevated stress in the household. Elevated stress makes settling for sleep harder. Which worsens sleep. Which continues the cycle. Each part of the loop is keeping every other part going. There is no longer a single origin point — the loop itself has become the system.

This is why a single well-targeted intervention sometimes produces surprisingly little change — and why shifting several conditions simultaneously can produce much more than expected. The loop needs to be interrupted in more than one place before the pattern starts to lose momentum.

Figure 3 — How a pattern sustains itself through circular loops
Once a loop stabilises, each part maintains every other part. The loop itself becomes the mechanism keeping the pattern alive.
Conditions converge poor sleep, sensory overload, hunger, transition pressure, family stress
→
Pattern emerges Meltdown, refusal, shutdown or escalation
Effects feed back as new conditions family tension rises, shame builds, avoidance increases, sleep worsens — the same conditions reassemble
←
Pattern produces effects conflict, exhaustion, reduced connection, caregiver stress, child shame or withdrawal

This is why changing one thing sometimes feels like not enough — and why the most effective work often addresses several conditions at once.

This is also why "what caused this?" can become a misleading question. In a self-sustaining loop, every part is both cause and effect simultaneously. The poor sleep is causing the dysregulation, and the dysregulation is causing the poor sleep. Both are true at the same time. Asking which came first becomes less useful than asking: where in this loop can we realistically interrupt the pattern?

Why patterns feel permanent

The river — stable appearance, dynamic reality

A river looks stable. It has a recognisable shape, a consistent character, a name. You could visit it every day for a year and it would look essentially the same. But the water you see on Monday is not the water you saw on Sunday. The river is not a fixed thing. It is a continuously moving process recreating a recognisable form.

Many behavioural and regulatory patterns work in a similar way. They look stable — consistent, predictable, almost permanent. But they are being continuously recreated. Each morning the same conditions gather. The same nervous system meets the same demands in the same environment. The same pattern emerges. After enough repetitions, the pattern starts to feel like a permanent feature of the child rather than a recurring response to recurring conditions.

The appearance of stability is real. The pattern genuinely does keep appearing. But what is producing that appearance is not a fixed object. It is the continuous recreation of conditions that keep generating the same outcome. Change the conditions — even partially, even imperfectly — and the pattern begins to shift.

Figure 4 — The river: stable appearance, dynamic reality
What looks permanent is often being continuously recreated by moving conditions.
A river
Looks likeA stable, permanent feature of the landscape with a fixed shape
Actually isContinuously moving water recreating a recognisable form through ongoing conditions — terrain, rainfall, gradient, flow
What changes itAlter the conditions — the flow, the terrain, the source — and the river gradually reshapes
A behavioural pattern
Looks likeA fixed trait — "he is always like this," "this is just who she is"
Actually isA response continuously recreated by recurring conditions — same nervous system, same environment, same demands, same outcome
What changes itAlter the surrounding conditions and the pattern begins to shift — gradually, not instantly, but genuinely

The pattern is real. The suffering is real. But the pattern is a process — and processes respond to changing conditions.

The longest-term risk

When patterns harden into identity

There is something that happens when a pattern repeats often enough. People stop describing the behaviour and start describing the child. It shifts from "she has been struggling with meltdowns this term" to "she is an explosive child." From "he finds mornings really hard" to "he is a difficult kid." From "she gets overwhelmed in social situations" to "she is an anxious child."

This is understandable. When the same pattern appears two hundred times, the mind compresses it into something simpler. A trait. A type. An identity. The problem is that once a pattern crystallises into identity, people stop looking for the conditions producing it. The label becomes the explanation. And the conditions that could potentially shift keep running in the background, unexamined.

This matters for children in a particular way. A child who is repeatedly described as aggressive, difficult, anxious or incapable begins to absorb that description. It shapes how they understand themselves. Which affects how they approach situations. Which affects how they respond. Which reinforces the pattern. The identity and the pattern start sustaining each other.

Figure 5 — How patterns harden into identity over time
The pattern does not change — but how people explain it does. And that shift has real consequences.
1
Pattern observed
The child struggles with transitions at school pickup — escalating most afternoons this term. Specific, recent, contextual.
2
Pattern named
"He has a really hard time with transitions." The conditions are still visible — this is a description, not yet a trait.
3
Pattern repeats — becomes expected
After months of the same experience, the pattern feels inevitable. Adults begin preparing for it rather than questioning it. "That's just how he is after school."
4
Label applied — conditions stop being examined
"He's an explosive child." "She's anxious." "He's rigid." The description has become a trait. The surrounding conditions are no longer being actively investigated.
5
Child absorbs the identity
The child hears how they are described. They begin to understand themselves through that lens. The identity and the pattern start reinforcing each other.
The therapeutic move
Return to conditions. Not to deny the pattern, but to understand what is still producing it — and where change is realistically possible.

This is one of the reasons the Seeds OT model places such emphasis on conditions rather than traits. A trait feels permanent. A condition can shift. And when conditions shift, the pattern often follows — not all at once, and not without effort, but genuinely. The child who has been described as explosive for two years is not necessarily going to be explosive for two more. What matters is whether the conditions sustaining that pattern are finally understood and addressed.

Where therapeutic work lives

Shift the conditions, and the pattern shifts

If a pattern emerges from a specific set of conditions, then changing some of those conditions changes what emerges. You do not need to change all of them. You do not need to find the one true cause. You need to find which conditions are most open to change — what we call leverage points — and shift enough of them that the system produces a different outcome.

This is often less dramatic than families hope for, but more achievable than they fear. A slightly more predictable morning routine. Better sleep for three weeks. A snack before pickup. Quiet time after school before any further demands. One person at school who genuinely makes the child feel seen. These are changes to real conditions. And when enough of them shift at the same time, patterns that seemed fixed begin to soften.

Figure 6 — What happens when you shift two or three conditions
Same child. Same school. Same general situation. But the pattern changes — because the conditions changed.
Before — conditions present
Six hours of sensory demand at school
No food since lunch at noon
No warning before pickup
High masking demands all day
Homework straight after arriving home
Two nights of broken sleep
Meltdown most afternoons this week
→
After — two conditions shifted
Six hours of sensory demand at school
No food since lunch at noon
Five-minute warning before pickup, same phrase each time
High masking demands all day
Quiet decompression time before any demands
Two nights of broken sleep
Noticeably calmer most afternoons this week

The pattern did not shift because the child changed. It shifted because the conditions changed. That distinction is the difference between blaming the child and actually supporting them.

This is why OT intervention does not always look like what families expect. Parents sometimes arrive hoping for a direct strategy to stop the meltdown. What they get instead is a series of questions about sleep, about the school day, about the afternoon routine, about what the transition home looks like. Those questions are not avoidance — they are the investigation. The meltdown is downstream from conditions. The conditions are where change is actually possible.

A useful challenge

Why searching for one root cause can mislead

Most of us learned to think about causality in a fairly linear way. Something happens because something else caused it. Find the cause, address it, problem solved. This works well for simple systems — a flat tyre has a cause. Fix it, problem resolved.

Human beings are not simple systems. And once a pattern has stabilised into a self-sustaining loop, the linear model starts to break down. Asking for the single root cause becomes a bit like asking which part of a circle comes first. Every part of the loop is maintaining every other part simultaneously. There is no longer a clear beginning.

This does not mean causes are irrelevant or that everything is equally responsible for everything else. It means the more useful clinical question shifts from "what started this?" to "what is keeping this going right now?" — and that is nearly always a more answerable and more actionable question.

Figure 7 — Linear causality versus circular causality
In simple systems, one cause produces one effect. In living human systems, effects become causes and loops sustain themselves.
Linear thinking — simple systems
Root cause identified
↓
Problem emerges
↓
Effect observed
"Fix the root cause and the problem resolves." Works for flat tyres. Rarely works for human systems.
Circular thinking — living systems
Poor sleep
↓↑
Dysregulation  ↔  Family stress
↓↑
Conflict and tension
↓↑
Harder to settle at night
"Which came first?" stops being useful. "Where in this loop can we shift conditions?" is what matters.

In circular systems, every node is simultaneously cause and effect. The task is not to find the origin — it is to find where within the loop change is most accessible.

Important boundaries

What this framework is not saying

Seeing difficulties as conditional patterns rather than fixed objects is a significant shift. It is worth being clear about what it does and does not mean — because it is easy to hear it in ways that were not intended.

Figure 8 — What the conditional pattern view does and does not claim
It does not mean this
It does mean this
The difficulty is not real or is being exaggerated
The difficulty is completely real — and it emerges from real conditions
Diagnosis is just a label and does not matter
Diagnosis matters and tells us a great deal — and the pattern still has surrounding conditions shaping how it appears in daily life
Parents caused the pattern
Parents are part of the same system — often carrying their own conditions that affect their capacity
Everything is fixable if you just change the environment
Some conditions are more changeable than others — and even partial shifts can produce real change in the pattern
The child is choosing their behaviour and could stop if they wanted to
The pattern is a response to conditions — understanding it this way reduces blame without removing accountability
Biology and neurodevelopment are irrelevant
Biology is foundational — and it still operates inside a context of conditions that shape how it is expressed each day

The conditional pattern view is not a denial of difficulty or disability. It is a way of understanding how difficulty works in daily life — and where support can most usefully be directed.

Perhaps most importantly: this framework is not designed to add pressure to families. It is not saying that if parents just did things differently, the child would be fine. It is saying that patterns emerge from conditions — many of which are not the family's fault, and some of which can be shifted with the right support. That is a more hopeful position than "this is just who your child is." But it is also more honest than "follow these five steps and everything will improve."

Patterns are more changeable than they often appear. Because they depend on conditions. And conditions, even difficult ones, are rarely completely fixed.

Key things to remember

Core ideas from Part 2

1
Difficulties are often patterns, not fixed objects. They emerge when a specific set of conditions gathers together. This does not make them less real — it makes them more understandable and more addressable.
2
Patterns emerge from converging conditions. No single factor usually produces the pattern alone. Multiple conditions arriving together — fatigue, sensory load, hunger, stress, poor sleep — create something none of them could create individually.
3
Patterns sustain themselves through loops. Effects become new conditions. In self-sustaining loops there is no longer a single root cause — every part is maintaining every other part. This is why interrupting the loop in several places tends to work better than targeting one factor alone.
4
Stability of appearance does not mean permanence. Like a river, a pattern can look fixed while being continuously recreated. Change the conditions — even partially — and the pattern begins to shift.
5
Patterns that repeat long enough harden into identity. Once a pattern becomes "who the child is," conditions stop being examined — which keeps the pattern running. Returning to conditions is the therapeutic move.
6
Shifting conditions shifts patterns. You do not need to fix everything or find the one true cause. Identify the conditions most open to change and shift enough of them that the system produces a different outcome.
7
Understanding this reduces blame. Patterns that emerge from conditions belong to no one. They are the product of circumstances — and circumstances, more often than they appear, can change.
CPD Reflection · Part 2

Reflect on this part of the model

Record your responses in the Seeds OT Model CPD reflection log to document your learning.

Think of a child whose presenting difficulty has started to feel like a fixed trait — either in how the family describes them, how the school describes them, or how you find yourself thinking about them. What are the surrounding conditions that may still be producing that pattern? Which of those have been actively examined, and which have not?
Using Figure 3, map out a self-sustaining loop you have observed in a family on your caseload. Where within that loop do you think an intervention is most likely to interrupt the pattern — and why that point rather than another?
How do you currently communicate the idea of conditional patterns to families who have arrived with a fixed-object explanation? What language tends to land well, and what tends to create resistance?
Access the full CPD reflection log →
Common questions

Questions about Part 2

No. Diagnosis is clinically meaningful — it describes real patterns in how a child's nervous system and development works, informs evidence-based intervention, and helps families access the support they need. What the Seeds OT model adds is the recognition that even within a diagnostic profile, how the pattern shows up in daily life is still shaped by surrounding conditions. Two children with the same diagnosis can have very different daily experiences depending on what surrounds them.
No — and this is one of the most important things to understand about this model. Many of the conditions that shape a pattern are not chosen, not obvious and not anyone's fault. Financial pressure, limited support, a child with high regulatory needs, a school environment that is not a good fit, a period of illness — these are conditions, not failures. The model is designed to reduce blame, not create more of it. Understanding conditions as the source of a pattern is what allows useful questions to be asked rather than fault to be assigned.
Recurring does not mean permanent — it means the conditions that produce the pattern keep recurring. If the same conditions keep assembling every school morning, the same pattern will keep appearing. That looks like permanence from the outside. But if those conditions shift — even partially — what emerges can shift too. Patterns that appear entrenched are often more changeable than they seem, because they depend on conditions that are rarely completely fixed.
Because the behaviour is usually downstream from conditions. If you only target the behaviour without addressing the conditions producing it, you are working on the symptom while the underlying conditions keep running. Sometimes direct behavioural approaches are useful and important. But they tend to work best when the conditions sustaining the pattern have also been understood and addressed. Part 3 of this model looks specifically at where OT directs intervention focus — and why.
It means identifying which conditions are contributing to the pattern — through careful assessment of sleep, mealtimes, school experience, sensory environment, family stress, daily routines and relational quality — and then finding which of those conditions are most open to change right now for this particular family. It might mean improving a morning routine. Adjusting the after-school environment. Addressing sleep. Reducing sensory load. Supporting caregiver capacity. Part 3 of this model explores the clinical reasoning involved in choosing where to focus.

When we stop seeing difficulties as fixed objects and start seeing them as patterns arising from conditions, something shifts — both clinically and humanly.

The child stops being the problem. The conditions become the question. And conditions, more often than they appear, can change.

Part 3 takes this further: if patterns emerge from conditions, what does that mean for how we actually intervene?