The feedback your GP doesn't have time to give you
If you've ever mentioned your drinking to a GP, there's a specific response they're trained to deliver. It involves asking you a structured set of questions, scoring your answers, giving you personalised feedback about what those scores mean, and then , importantly , not telling you what to do with that information. Instead, they explore your own reasons for or against changing, and support your confidence that change is possible if you choose it.
This approach is called motivational interviewing. It is, by a substantial margin, the most evidence-supported brief intervention for alcohol and drug use in primary care settings. It works. The evidence for it is extensive and consistent.
Most people never receive it. Not because their GP doesn't know about it , because a GP appointment is seven minutes and there are seventeen other things to get through.
What motivational interviewing actually is
Motivational interviewing was developed by William Miller and Stephen Rollnick in the 1980s, initially for alcohol use, and has since been validated across substance use disorders, medication adherence, diet, exercise, and chronic disease management. It is not confrontational. It doesn't tell you what to do. It doesn't diagnose you. It works with your own ambivalence , the part of you that wants to change and the part that doesn't , and strengthens the former without fighting the latter.
The FRAMES model is one of the most useful summaries of what a brief motivational intervention contains:
F , Feedback. You receive personalised information about your use , not generic health messaging, but your specific scores, your specific patterns, placed in the context of population norms. "Here's what your AUDIT score means. Here's how your weekly consumption compares to guidelines. Here's the pattern in your data."
R , Responsibility. Change is your choice. Nobody is requiring anything. The responsibility for deciding what to do with the feedback rests with you.
A , Advice. Where appropriate, clear information about what the evidence suggests , offered, not imposed.
M , Menu. Options, not a single prescribed path. Cutting down, taking breaks, tracking, trying a different approach , the menu is yours to choose from.
E , Empathy. Non-judgemental engagement. The conversation isn't about your failings. It's about your situation.
S , Self-efficacy. Active support for your belief that change is possible , not cheerleading, but genuine engagement with the evidence that people in your situation do make changes when they choose to.
The F is the foundation. Without personalised feedback , accurate data about your actual use , the rest of the model has nothing to work with.
Why the feedback component is so critical
Research on brief interventions consistently finds that personalised normative feedback , showing someone their own data in the context of population norms , is one of the most potent components. Not the counselling. Not the advice. The accurate mirror.
This makes intuitive sense once you understand the mechanism. Most people's mental model of their substance use is significantly different from reality , typically 30–40% lower than actual consumption, systematically missing the patterns that data makes visible. The feedback component of MI doesn't work by persuading you of anything. It works by showing you what's actually happening, in a way that your own memory system cannot produce.
The research on computerised brief interventions , automated versions of MI-style feedback delivered by an app or web interface rather than a clinician , is directly relevant here. Multiple trials have found that computerised feedback produces effect sizes comparable to brief GP interventions for hazardous alcohol use. The evidence-based component is the feedback and the data, not the human delivering it.
What ayodee produces that maps to the feedback component
The AUDIT score generated after completing the assessment is clinical-grade feedback: your score, what it means, which risk category it represents. This is the structured feedback component of every brief motivational intervention.
The pattern data , urge timing, mood correlations, sleep costs, weekly consumption trends , is the personalised element that goes beyond what a single AUDIT questionnaire can produce. A GP administering AUDIT gets a score. ayodee produces the score plus six weeks of daily data that shows the pattern behind it.
The AI-generated insights take this further: not "your AUDIT score is X" but "your urge intensity correlates with your Tuesday mood scores" and "your sleep quality is consistently lower on days following use above four units." This is the kind of personalised feedback that MI practitioners work toward in extended treatment , and it's generated automatically from your own daily log.
What the R in FRAMES means for how the app is designed
The Responsibility component of FRAMES is the most important design principle in ayodee. The app doesn't push targets. It doesn't generate alerts when you exceed guidelines. It doesn't produce health warnings. It shows you data and leaves the interpretation , and the decision about what to do with it , entirely to you.
This is not a design oversight. It's the evidence-based design principle. MI research consistently finds that autonomy-supportive approaches , ones that explicitly place the decision with the person , produce better long-term outcomes than directive approaches that tell people what to do. The moment an app tells you you've drunk too much, it's positioned itself as an external authority, and people's response to external authority on personal behaviour is resistance, not change.
The data is the feedback. What you do with it is yours.
The gap in primary care this fills
A GP doing a full brief motivational intervention , administering AUDIT, providing feedback, exploring ambivalence, supporting self-efficacy , takes 15–20 minutes. In a standard Australian GP consultation, this isn't feasible. In reality, most people with hazardous alcohol use never have this conversation with anyone. They're not sick enough to be referred, they haven't asked for help, and the seven-minute appointment isn't the right context.
ayodee delivers the core of what that consultation is designed to produce , personalised, accurate, normative feedback on substance use , to anyone who logs for a few weeks. Not as a replacement for a GP. As the tool that makes the GP consultation more useful when it happens, and that provides the evidence-based feedback to the much larger group of people who will never have that conversation at all.
ayodee delivers AUDIT, DAST, DASS-21, and PHQ-9 assessments at evidence-based intervals, alongside pattern data from your daily log. The feedback component of motivational interviewing, available to you without an appointment.
References Miller, W.R. & Rollnick, S. (2013). Motivational Interviewing: Helping People Change. 3rd ed. Guilford Press.
Miller, W.R. & Sanchez, V.C. (1994). Motivating young adults for treatment and lifestyle change. In G. Howard (Ed.), Issues in Alcohol Use and Misuse by Young Adults. University of Notre Dame Press.
Moyer, A., Finney, J.W., Swearingen, C.E., & Vergun, P. (2002). Brief interventions for alcohol problems: a meta-analytic review of controlled investigations in treatment-seeking and non-treatment-seeking populations. Addiction, 97(3), 279–292.