How Parent Coach works

Parent Coach is a logbook that turns scattered hard moments into a picture you can act on.

Most parenting advice arrives as a rule: be consistent, stay calm, set boundaries. The rules are usually right and almost never useful in the moment, because they don't know anything about your Tuesday at 5:40pm.

This app takes the opposite route. It asks you to record short, specific observations of real moments — thirty seconds each — and then it does something ordinary journals can't: it structures every entry the same way, so that your entries accumulate into a pattern no single entry could have shown you.

Everything below explains the four ideas the app is built on. All four come from established clinical practice, and all four are borrowed deliberately rather than invented. You don't need any of this to use the app. You need it if you want to know why the app asks what it asks.

The single idea the whole product rests on.

When a four-year-old snatches a toy, the intuitive explanation is a property of the child: she's possessive, she's going through a phase, she's strong-willed. Traits feel explanatory but they're dead ends — you cannot intervene on "possessive."

Behavioral science replaces the trait with a three-part chain. Something happens right before (the antecedent), the child does something (the behavior), and something happens right after (the consequence). Change the links and the behavior changes, because the behavior was never a fixed property — it was one move in a repeating exchange.

This is called ABC, and it is the observational backbone of the app. Every log you write is one ABC record.

Where ABC comes from

The three-term chain is B. F. Skinner's three-term contingency, from mid-century experimental psychology. It became a field method in 1968, when Sidney Bijou and colleagues published a way to record antecedents, behaviors and consequences by direct observation of children in ordinary settings — classrooms and homes rather than laboratories. That paper is why "ABC recording" exists as a practical technique.

It appeared in the first issue of the Journal of Applied Behavior Analysis, alongside the paper by Baer, Wolf and Risley that defined the field of applied behavior analysis (ABA) — the discipline that studies how behavior responds to its environment, and the source of most of what follows. ABC recording is now standard practice across ABA, school psychology, and special education, where US law requires a functional behavioral assessment in certain disciplinary situations.

Write it so two people would agree

An ABC record is only as good as its middle term. Behavioral practice requires an operational definition: a description specific enough that two observers watching the same minute would both say the same thing happened.

The app helps you here rather than grading you: you write in plain language, and it asks a follow-up when what you wrote can't be counted.

Two children doing the identical thing can need opposite responses. What separates them is function.

ABC tells you the shape of an episode. It does not yet tell you what the behavior was for. That question — the function — is the one that determines what to do differently, and it is the concept most parenting advice skips.

The framework comes from a landmark 1982 study by Brian Iwata and colleagues, which showed experimentally that the same behavior in different children was maintained by different consequences. Modern practice sorts those consequences into four categories. Every behavior is doing at least one of these jobs:

Now the payoff. Suppose two children both scream at bedtime. If the function is attention, returning to the room to reassure is exactly the wrong move — it delivers the thing that maintains the screaming. If the function is escape from a dark room, leaving is the wrong move, and reassurance is the right one. Identical behavior, opposite responses, and the only way to tell them apart is which consequence keeps showing up in your logs.

This is why the app records what you did after the behavior, not only what your child did. Your response is the data that reveals the function.

Four fields per log, four questions, four charts. Nothing else is needed.

Each chart below is standard in behavioral practice — these are the pictures a clinician brings to a review meeting. Together they answer the four questions you'd actually ask about a recurring hard moment.

The heatmap deserves its own note. It comes from a 1985 paper by Paul Touchette and colleagues, who pointed out that averaging incidents into a daily line hides the thing you most need: short bursts at particular times, separated by long quiet stretches. Plotting time-of-day against date makes the burst visible as a dark band. It is the least famous of the four charts and the one parents act on most.

This app coaches the parent. That isn't a limitation — it's the only half of the exchange you directly control.

Sections 2–4 look at your child's behavior. This one looks at yours, because the C in every ABC record is usually you, and it is the link in the chain you can change immediately.

The skills come from Parent–Child Interaction Therapy (PCIT), a well-established treatment developed by Sheila Eyberg for disruptive behavior in children roughly aged 2–7. PCIT is unusual among therapies in that the parent is coached live — traditionally through an earpiece, while playing with the child — and unusual again in that it defines success with countable numbers rather than clinical impression.

Its first phase teaches five skills, remembered as PRIDE. They all serve one purpose: making your attention flow toward the behavior you want more of.

PCIT pairs these with three things to avoid during the same play: questions, commands, and criticism. Not because they're bad parenting, but because each one takes the lead away from the child, and this particular exercise works by handing it over.

The numbers that make it measurable

PCIT scores parent behavior with an observational system called DPICS — a clinician counts each skill during a five-minute play session. The first phase is considered mastered when, in five minutes, a parent produces:

Parent Coach is not PCIT and does not deliver it. What it borrows is the vocabulary and the targets: the coach replies in PRIDE language, and where you record or transcribe a play session, the app can count your skills against those numbers. It gives you the rarest thing in parenting — a measure of your own behavior that moves in a week.

Daily logs show the week. They are bad at showing the season.

Incident counts are noisy. A tough fortnight — a cold, a house move, a new sibling — can look like regression when nothing underlying has changed. So the app also takes a periodic, standardized reading that daily logs can't provide.

The Strengths and Difficulties Questionnaire (SDQ) is a 25-item screening questionnaire developed by the child psychiatrist Robert Goodman in 1997. It's one of the most widely used child mental-health measures in the world, takes about five minutes, and covers ages 2–17 with parent, teacher and self-report versions.

Its 25 items produce five short scales:

• Emotional symptoms — worry, unhappiness, fears, physical complaints
• Conduct problems — temper, fighting, defiance
• Hyperactivity / inattention — restlessness, distractibility, persistence
• Peer problems — friendships, being liked, isolation
• Prosocial behavior — kindness, sharing, helping (the strengths half, and the reason the name has "Strengths" first)

Answered every few months, it gives you one thing the daily charts cannot: a stable line to compare against. If incident counts are flat but the emotional-symptoms score has fallen, something is working that the counts don't capture. That divergence is genuinely useful information.

Borrowing clinical tools carries an obligation to be exact about what has and hasn't been borrowed.

Three commitments

The child is not the target. The app coaches your behavior. It doesn't score your child, rank her against other children, or build a case file about her. When a pattern is described, it's described as a pattern in an exchange between two people.

Compliance is not the goal. The behavioral tradition this borrows from has a genuinely contested history, and the sharpest criticism — much of it from autistic adults who went through it as children — is aimed at programs that treated a convenient child as a well child, suppressing harmless behavior because adults found it odd. That critique is correct, and it shapes what the app will and won't suggest: goals that serve your child, never goals that only serve the adults. Self-soothing that harms nobody is not a problem to be solved.

Uncertainty stays visible. Functions are stated as leanings. Small samples are labeled as small. A chart built on nine logs says so, rather than drawing a confident line through nine points.

ABA — Applied Behavior Analysis

The field that studies how behavior is shaped by what precedes and follows it. Source of ABC recording and the four functions.

ABC

Antecedent → Behavior → Consequence. The three-part structure of every log entry in this app.

Antecedent

What happened immediately before the behavior. Usually the cheapest link in the chain to change.

DPICS

Dyadic Parent-Child Interaction Coding System. The observational system PCIT uses to count parent skills during five minutes of play.

Function

What a behavior achieves for the child: escape, attention, tangible, or sensory. Determines what to do differently.

Functional analysis

A controlled clinical procedure that confirms a function by testing conditions systematically. Requires a qualified clinician; this app cannot do it and does not claim to.

Labeled praise

Praise naming the specific thing done — "you put your shoes away," not "good girl." The distinction is a formal one in PCIT, and labeled praise is the version that teaches.

Operational definition

A description of a behavior precise enough that two observers would agree it happened. The difference between a record and an opinion.

PCIT

Parent–Child Interaction Therapy. A treatment for disruptive behavior in young children in which a therapist coaches the parent live, with countable mastery criteria.

PRIDE

Praise, Reflect, Imitate, Describe, Enjoy — PCIT's five relationship-building skills.

Scatterplot (behavioral)

A grid of date against time-of-day, shaded by incident density. Reveals when behavior clusters. Not the same as a statistical scatter plot.

SDQ

Strengths and Difficulties Questionnaire. A 25-item screening measure of child emotional and behavioral difficulties, answered periodically.

Three-term contingency

Skinner's formal name for the antecedent–behavior–consequence relationship. ABC is its practical form.

Primary sources for every idea above, in the order they appear.

• ABC recording Bijou, S. W., Peterson, R. F., & Ault, M. H. (1968). A method to integrate descriptive and experimental field studies at the level of data and empirical concepts. Journal of Applied Behavior Analysis, 1(2), 175–191. Read it → The paper that turned Skinner's three-term contingency into something you can record by watching a child in a real room.
• What counts as applied behavior analysis Baer, D. M., Wolf, M. M., & Risley, T. R. (1968). Some current dimensions of applied behavior analysis. Journal of Applied Behavior Analysis, 1(1), 91–97. Free full text → The field's founding definition — seven criteria still used to judge whether a program is really doing ABA. Short and readable.
• The four functions Iwata, B. A., Dorsey, M. F., Slifer, K. J., Bauman, K. E., & Richman, G. S. (1982/1994). Toward a functional analysis of self-injury. Journal of Applied Behavior Analysis, 27, 197–209. Reference → Demonstrated that identical behavior in different children is maintained by different consequences — the study behind "treat the function, not the behavior."
• The scatterplot heatmap Touchette, P. E., MacDonald, R. F., & Langer, S. N. (1985). A scatter plot for identifying stimulus control of problem behavior. Journal of Applied Behavior Analysis, 18(4), 343–351. Reference → Introduced the date × time-of-day grid, on the argument that daily averages hide exactly the bursts you need to see.
• PCIT and the PRIDE skills PCIT International — the organization that certifies PCIT therapists and maintains the protocol. pcit.org → · Child-Directed Interaction → Plain-language explanations of each PRIDE skill and the child-directed play phase, from the source that defines them.
• The SDQ Goodman, R. (1997). The Strengths and Difficulties Questionnaire: A research note. Journal of Child Psychology and Psychiatry, 38(5), 581–586. Reference → · sdqinfo.org → The original 1997 paper, plus the official site with every version, translation and scoring guide.
• Professional standards Behavior Analyst Certification Board — Ethics Code for Behavior Analysts. bacb.com → What a certified behavior analyst is actually bound by — including consent, assent, and least-restrictive practice. Useful context for the boundaries in §7.