Articles
Evidence-based reading on substance use, behaviour change, and self-monitoring.
Understanding your DASS-21: depression, anxiety, and stress as three distinct things
The DASS-21 measures three things that are often conflated: depression, anxiety, and stress. They feel similar from the inside and they often co-occur, but they're distinct states with distinct drivers and distinct relationships to substance use. Understanding which one is elevated in your scores changes what's worth paying attention to.
Understanding your AUDIT score: what it means and what to do with it
The AUDIT is the most widely used alcohol screening tool in the world. It takes about two minutes to complete, and the score it produces is a clinically meaningful piece of information. Here's what each score range actually means, in plain language, and why doing it more than once is where the value lies.
Sport, teams, and the post-match ritual: when the game and the drinking are inseparable
Team sport is one of the social contexts in which heavy drinking is most thoroughly embedded and least examined. The post-match culture isn't incidental to the sport, for many players it's a central part of the social meaning of participation. That makes it one of the harder patterns to look at clearly.
Alcohol and sex: what the disinhibition is actually doing
Alcohol's relationship with sex is one of the most culturally embedded and least honestly discussed aspects of drinking. The disinhibition is real. So are the effects on performance, desire, decision-making, and the morning after. The honest account is more complicated than either the celebration or the warning.
Creativity and substances: the myth of the enhanced mind
Writers, musicians, artists, and other creative professionals use substances at higher rates than most occupational groups. The belief that the substance enhances creative work is widespread and feels personally confirmed. The research tells a more complicated story.
Boredom drinking: the trigger that doesn't feel like a trigger
Stress and anxiety are well-recognised as triggers for drinking. Boredom is less discussed, possibly because it seems too trivial. But for many people, the specific flatness of having nothing compelling to do is one of the most consistent antecedents of their drinking. And it's one of the trickiest to address.
Nicotine: the dependence nobody takes seriously (including the person who has it)
Nicotine dependence is one of the most pharmacologically robust forms of substance dependence that exists. It's also the one most consistently minimised, normalised, and treated as a personal failing rather than a physiological process. Here's what's actually happening.
Treating a change as a hypothesis, not a commitment
The reason most attempts to change substance use patterns fail isn't weak willpower, it's the framing of the change as a commitment. CBT uses a different frame: the behavioural experiment. A hypothesis to test, not a promise to keep. The distinction makes a larger difference than it sounds.
Stimulus control: how to redesign your environment based on what the data shows
Stimulus control is a CBT technique that addresses behaviour at the level of the environment rather than the level of willpower. The data shows which cues are most potent for you. Stimulus control is what you do with that information.
How to look at your data without turning it into a verdict on yourself
Reviewing your own substance use data can produce shame as easily as insight. Research on behaviour change is clear that self-criticism impairs the change process rather than accelerating it. Here's what the evidence says about how to hold the data without it becoming self-punishment.
Behavioural activation: what fills the evening the drink currently occupies
Behavioural activation is a CBT technique developed for depression that turns out to be directly relevant to substance use. The core question it asks: what is the drinking doing, and what else could do it? Your data already knows what the drinking is replacing.
Ocsober and Dry July: what a month off actually tells you
Every year, hundreds of thousands of Australians take a month off drinking for Ocsober or Dry July. The health benefits are real. What's less discussed is the diagnostic value, what the experience of not drinking for a month reveals about your relationship with alcohol that stopping successfully wouldn't show you.
Alcohol and weight: the calorie picture most people are missing
Alcohol is one of the most calorie-dense substances people consume regularly, and one of the least accurately accounted for. The average person who drinks moderately underestimates their alcohol calorie intake by around 50 percent. Here's what the actual numbers look like, and why the picture is more complicated than calories alone.
Corporate drinking culture: when the entertainment budget is the problem
Professional drinking is different from social drinking. It's embedded in client relationships, career advancement, and workplace culture in ways that make it structurally difficult to opt out of and nearly impossible to assess accurately. The suit and the after-work bottle share more with the tradie culture than either would like to admit.
Alcohol and relationships: what your drinking is doing to the people closest to you (and what theirs is doing to you)
Alcohol affects relationships in ways that are usually gradual, often invisible from the inside, and frequently denied until they've been doing damage for a while. The patterns are consistent and well-documented. The data is usually already there, if you're willing to look at it.
My parent was an alcoholic. What does that actually mean for me?
Having a parent with a severe alcohol problem roughly doubles your statistical risk of developing one yourself. That's worth understanding clearly. It's also worth understanding what it doesn't mean, what it doesn't determine, and what the research says about what actually makes a difference.
Men and alcohol: the specific ways it goes unnoticed until it doesn't
Men drink more than women on average, are less likely to seek help, and are significantly more likely to die from alcohol-related causes. The reasons aren't about character. They're about the particular ways that problematic drinking is hidden by the social context of being a man.
How to get the most out of ayodee
ayodee works whether or not you've decided anything about your use. But there are ways to use it that make the difference between a rough picture and a genuinely revealing one. This is what actually matters.
We are not data-whores
The wellness app industry has built a remarkably profitable model: persuade people to disclose their most private struggles, collect that data indefinitely, monetise it through advertising or sell it to data brokers, and charge a subscription for the privilege. ayodee was built on the explicit rejection of every part of that model.
A sobriety counter is different from a diary
Most substance use apps are built around streaks: days sober, days clean, the number to protect. This is a psychologically distinct mechanism from self-monitoring , and for most people in the grey area, it's the less effective one. Here's why.
What eight therapies have in common
CBT, DBT, ACT, motivational interviewing, MBRP, relapse prevention, solution-focused therapy, harm reduction , these are distinct approaches with distinct theories. But they share a common foundation that each of them, in different language, considers essential. Self-monitoring is that foundation.
The evidence-based approach that doesn't require you to stop
Harm reduction is a public health approach with a 40-year evidence base and a simple premise: reducing the harm associated with substance use has value independent of abstinence. It's the framework that says 'you don't need a goal to use this' — and it's backed by better evidence than the abstinence model for most populations.
Self determination and behaviour change
Self-determination theory is one of the most robust motivational frameworks in psychology. Its core finding for behaviour change: approaches that support your autonomy produce better long-term outcomes than approaches that control or pressure you. ayodee's design is built on this principle.
What the sober days in your data are telling you
Most approaches to substance use focus on what's going wrong. Solution-focused therapy asks the opposite question: when isn't the problem happening, and what's different about those times? Your data already has the answer. Here's how to read it.
The evidence base behind reward-based behaviour change
Contingency management has some of the strongest effect sizes in substance use treatment research. The principle is simple: consistent, reliable reinforcement of target behaviours accelerates change. ayodee's tower is a contingency management system. Here's what that means.
Your personal relapse prevention map
G. Alan Marlatt's relapse prevention model identified something specific: lapses don't happen randomly. They happen in high-risk situations , specific combinations of context and emotional state that are predictable for each person. Your data knows what yours are. Here's how to read it.
The gap between what you value and what you do: ACT
Acceptance and Commitment Therapy doesn't ask you to believe your drinking is a problem. It asks a different question: what do you actually care about, and what does the data show about how your current behaviour serves those things? The gap between the two answers is where change comes from.
Urge surfing: the mindfulness technique that changes your relationship with cravings
Mindfulness-based relapse prevention teaches a specific skill for handling cravings: instead of fighting or obeying an urge, you observe it. You watch it rise, peak, and subside , like a wave. The urge log in ayodee is how you practise this in real life.
The feedback your GP doesn't have time to give you
Motivational interviewing is the most evidence-supported approach to substance use behaviour change in primary care. Its first and most critical component is personalised feedback , accurate data about your use, in context. That's exactly what a substance use diary produces. Here's the research.
The timing principle in CBT self-monitoring
One of the most consistent findings in the CBT self-monitoring literature is that timing matters. Recording during or shortly after an event produces better data and stronger therapeutic effects than retrospective logging. The difference between 'logging when it happens' and 'logging from memory' is more significant than it sounds.
DBT has required patients to do this daily for 30 years. Now you can do it yourself.
The DBT diary card is a non-negotiable component of dialectical behaviour therapy — a daily structured record of emotions, urges, and behaviours that patients complete every single day between sessions. ayodee is that card. Without the diagnosis, the referral, or the waiting list.
How reviewing your log is a therapeutic act
In CBT, sessions almost always begin with a review of the self-monitoring data collected since the last appointment. The review is not administrative , it's where the therapy happens. When you review your own ayodee data, you're doing the same thing. Here's how to do it well.
CBT technique for understanding cravings
One of the most powerful things you can do with a substance use diary is log the craving without acting on it. In CBT, recording an urge is a technique in its own right , separate from, and sometimes more useful than, recording the behaviour itself. Here's why, and how to use it.
The complicated relationship between eating and drinking
Alcohol and eating interact in ways that go well beyond 'don't drink on an empty stomach.' Regular drinking disrupts appetite regulation, eating patterns, and the nutritional picture in ways that are rarely discussed , and that compound the other effects of heavier use.
The stories we tell about our drinking
CBT is, at its core, about examining the gap between what we think is happening and what's actually happening. When it comes to drinking, most people have a mental model that's significantly different from reality. Self-monitoring data is the tool that closes the gap.
Why hangover cures don't work
The hangover is one of the most universal experiences associated with alcohol and one of the least accurately understood. Most of the popular remedies address the wrong mechanisms. Understanding what's actually happening physiologically is more useful than the next greasy breakfast.
A, B, C: the CBT framework
CBT uses a simple three-part model , Antecedents, Behaviour, Consequences , to make sense of patterns that feel chaotic or inexplicable from the inside. When you log your substance use, mood, and sleep in ayodee, you're building an ABC record. After a few weeks, the pattern becomes hard to ignore.
First responders and substance use
Police, paramedics, firefighters, and emergency nurses are among the highest-risk occupational groups for problematic alcohol and drug use. The reasons are specific, the culture makes it invisible, and the consequences can accumulate for years before they register anywhere officially.
How logging a drink changes the drink
You're at the bar. Your round is next. You pull out your phone and open ayodee. You're going to log the drink before you order it. What happens in those five seconds is not just data entry , it's one of the most well-studied mechanisms of change in behavioural psychology.
Antidepressants and alcohol
A significant proportion of people on antidepressants or anti-anxiety medication also drink regularly. The official advice is 'don't mix.' The reality is more complicated. Here's what's actually happening physiologically, and why the combination tends to produce more problems than either alone.
Logging your drinks is a CBT technique
Self-monitoring is one of the most well-researched interventions in cognitive behavioural therapy. It's been used in clinical settings for decades. ayodee is, in its most basic function, a self-monitoring tool , which means that logging your day is not just record-keeping. It's an evidence-based intervention.
Cannabis and anxiety: the relief that becomes the problem
Cannabis is the most commonly cited anxiety management tool among people who use it. It's also, with regular use, one of the most reliable ways to worsen anxiety over time. Understanding how both of these things are true simultaneously is important if you're using cannabis to manage stress.
Alcohol and fertility
The public health guidance on alcohol and fertility is largely abstinence-based, which means most people trying to conceive either follow it rigidly, ignore it entirely, or exist in an anxious middle ground where they don't know what the evidence actually supports. Here's a more honest read of it.
What Dry July tells you about your drinking
Dry July is one of the most useful things you can do to understand your relationship with alcohol , not because abstaining for a month changes your habits, but because of what you discover during it. The experience of trying to stop is more informative than the stopping itself.
Retirement and drinking: when the structure that kept things in check disappears
For a lot of people, retirement is the moment they discover that the workplace wasn't just providing income and purpose , it was also providing the structural scaffolding that kept drinking contained. Without the morning commute, the 9am meeting, and the consequence of performing in public, the patterns can shift in ways that are easy to miss.
Student drinking: rites of passage
University drinking culture is so normalised that the question 'is this a problem?' rarely gets asked. But the habits formed in the first few years of independent drinking have a longer shadow than most students realise , and some of them aren't habits at all.
Drinking through grief: when alcohol becomes part of how you cope with loss
Grief is one of the most recognised triggers for increased alcohol use, and also one of the most socially sanctioned. When the people around you expect you to drink, and the drink genuinely helps in the short term, the pattern can establish itself before you've had a chance to notice.
Alcohol as social glue: socialising sober
Many people who use alcohol socially discover, when they try to stop, that the alcohol was doing more structural work than they realised. Not just relaxing them , actually enabling a version of socialising that their unmedicated nervous system struggles to produce. That's worth understanding.
Recreational drug use that's fine until it isn't
There's a large population of people who use MDMA, cocaine, or cannabis on weekends, function well Monday to Friday, and don't think of themselves as having a substance use issue. Often they're right. Sometimes the picture is more complicated than it appears , and the line between the two is worth understanding.
Alcohol and late-night screens
Wine and a show is one of the dominant leisure rituals of the streaming era. It's enjoyable, it feels low-stakes, and the combination has become so normalised it rarely gets examined. What that pairing is actually doing to your sleep, your mood, and your drinking patterns is worth understanding.
Drinking alone: when to take it seriously
Solo drinking is the version that doesn't show up in social drinking counts, that nobody witnesses, and that's the easiest to underestimate. It also tends to be more purposive , more about regulating something , than drinking in company. That distinction matters.
Sober curious? Try this instead
The sober curious movement has made a genuinely useful cultural contribution , questioning alcohol's default presence in social life. But the framing can also flatten a complex landscape. Here's what's worth taking from it, and what the grey area between sober curious and actually-having-a-harder-time looks like.
Alcohol and chronic pain: the self-medication cycle that makes both worse
Chronic pain and alcohol use co-occur at much higher rates than chance. The relationship is bidirectional and largely invisible to the people inside it , alcohol temporarily reduces pain, but regular use increases pain sensitivity over time, making more alcohol feel necessary.
Night shift, disrupted sleep, and substance use
Shift workers , nurses, paramedics, security staff, transport workers , have significantly higher rates of problematic substance use than the general population. The reason isn't lifestyle; it's what chronic sleep disruption does to the brain systems that govern impulse control and reward.
Perimenopause and alcohol: it hits differently now
Women in their 40s and early 50s often notice that alcohol has changed on them , it affects them more strongly, sleep is worse, mood is harder to manage. This isn't imagined. The hormonal changes of perimenopause have a direct physiological effect on how the body and brain process alcohol.
Why you drink more after you exercise (or work hard)
There's a well-documented psychological phenomenon where effort in one domain seems to create licence for indulgence in another. A hard run earns a beer. A stressful week earns a big weekend. Understanding 'moral licensing' doesn't make it go away , but it does make it visible.
On ketamine.
Ketamine occupies an unusual position: simultaneously in the news as a therapeutic breakthrough for treatment-resistant depression and present in recreational contexts across Australian cities. The consumer information available is almost entirely at either extreme. Here's what the evidence actually shows.
Training hard, drinking hard: your gym habit and your drinking habit might be cancelling each other out
Many regular exercisers also drink regularly. The two habits coexist comfortably in most people's self-image , the gym earns the weekend drinks, or the morning run makes up for last night. The data on whether that accounting actually works is more complicated than the logic suggests.
Cutting down rather than quitting: what the evidence says about moderation
The conversation about problem drinking is overwhelmingly framed around abstinence. But for most people who want to change their relationship with alcohol, quitting entirely is not the goal , cutting down is. Here's what the evidence actually says about whether that works.
Working from home and drinking: when the boundary disappeared
For millions of people, the shift to remote work quietly removed the structural barriers that kept daytime drinking in check. The commute was the dividing line. Without it, the line moved , and for some people, it's still not back where it was.
Polydrug use
Most people who use drugs use more than one. The interactions between substances are where a lot of the specific risk lives , and almost no consumer-facing content addresses them honestly. Here's what you actually need to know about the combinations that are most common.
Chemsex and LGBTQ+ substance use
Chemsex , the use of specific drugs to enhance or facilitate sex , is a pattern of use with distinct characteristics that general-purpose substance use resources rarely address. Here's an honest, non-stigmatising look at what the evidence shows and what's actually useful.
Women and alcohol
Alcohol use among women has increased significantly over recent decades. The marketing followed, and so did the cultural normalisation. What hasn't kept pace is honest public conversation about the specific ways alcohol affects women differently , and what that means for the grey area drinker.
Alcohol culture in hospitality
Hospitality has one of the highest rates of alcohol use of any industry. The shift drink is an institution, the hours create their own logic, and the culture makes examination feel unnecessary. Here's an honest look at what the pattern costs , without the sermon.
ADHD and alcohol
People with ADHD drink for specific reasons that have very little to do with social habit. Understanding the connection between attention dysregulation, emotional dysregulation, and alcohol explains a pattern that willpower alone will never fix.
FIFO: substance use in fly-in fly-out culture
The structure of FIFO work , weeks of high-demand isolation followed by blocks of unconstrained time , creates specific conditions for substance use patterns that don't show up in the standard picture of problematic drinking or drug use. Here's what the data says and what to look for.
Pain medication and dependence: when the prescription becomes the problem
Opioid dependence in Australia is not predominantly a street drug story. It develops in GPs' waiting rooms and after surgical procedures, in people managing chronic pain with prescribed medication. Here's what that looks like from the inside.
MDMA and your mental health
MDMA is widely understood as a once-in-a-while drug with relatively low risk at occasional use. The case for that view is reasonable. What's less clearly understood is what shifts when use becomes regular , the mid-week mood effects, the serotonin debate, and what the research actually says.
Benzos and the prescription that became a habit
Millions of Australians have been prescribed benzodiazepines for anxiety or sleep. Most use them as directed. A significant number find themselves in a situation they didn't anticipate: physically dependent on a medication they never misused. Here's what that looks like — and what's worth knowing.
Ice and the early stages: what methamphetamine use looks like before it becomes a crisis
Most content about methamphetamine describes the severe end — the psychosis, the dramatic physical deterioration, the crisis. That picture is real, but it's not where most people using meth currently are. Here's what the earlier stages actually look like.
Where to get help with substance use in Australia
Whether you're looking for information, a conversation, or structured support , here are the most useful Australian organisations and services, what they actually offer, and who they're best suited to.
The buff blokes at the needle exchange
Walk into a needle and syringe program in any Australian city and you'll increasingly find a client who doesn't fit the traditional picture: muscular, employed, often a tradie, injecting testosterone or peptides. The AOD field is quietly arguing about what to do about them.
Prescription stimulants and the grey area
More Australians than ever are prescribed stimulant medications for ADHD. Most use them as directed and find them helpful. Some find the picture is more complicated. Here's how self-monitoring applies to prescribed stimulant use.
Understanding your options: a plain guide to substance use help in Australia
Most guides to substance use treatment in Australia are either service directories or clinical overviews. This is neither. It's a plain explanation of what's actually available, what each option involves, and how to think about which might suit you.
Cocaine and mental health: anxiety, mood, and the comedown
The cocaine comedown is well known. What's less understood is the cumulative effect of regular use on baseline anxiety and mood , effects that are easy to attribute to everything except the cocaine.
Drinking and parenting
Parenting stress and drinking have a well-documented relationship. Most parents who drink more than they'd like already know it's connected to the chaos of family life. What's less clear , until you track it , is exactly how, when, and what it costs.
Cannabis and daily use
Daily cannabis use is common, largely undiscussed, and surrounded by conflicting claims. The evidence is more nuanced than either prohibition-era warnings or contemporary normalisation suggests. Here's what it actually shows.
Tradie culture and the after-work beer
The after-work beer is a fixture of Australian trades culture , it's social, it's earned, it marks the end of a hard day. It also adds up in ways that are rarely examined. Not a lecture. Just a clear look.
High-functioning and exhausted
The version of substance use that doesn't show up in treatment statistics is the version that coexists with a functioning life. Good job, stable relationships, manageable from the outside , and a habit that's quietly more significant than it looks.
Harm reduction - a plain-language explainer
Harm reduction is one of the most searched and least clearly explained concepts in the substance use space. It's not a euphemism for enabling drug use, and it's not a radical political position. Here's what it actually means and why the evidence supports it.
You don't need rock bottom to change your relationship with substances
The idea that you have to hit a low point before you can change your relationship with alcohol or drugs is one of the most persistent and harmful myths in the substance use space. Here's why it's wrong , and what the evidence actually says about when change happens.
The Sunday scaries: alcohol and Monday morning anxiety
The low-grade dread that settles in on Sunday evenings , anxious, flat, vaguely apprehensive , has a name and a biochemical explanation. If you drink on weekends, your Sunday scaries may be less about your life and more about your nervous system.
Grey area drinking
Most people with a complicated relationship with alcohol don't fit the clinical picture of alcohol dependence. They're in the grey area , drinking more than they'd like, not as much as they imagine constitutes 'a real problem'. Here's what that zone actually looks like.
The functional cocaine user
Most cocaine users in Australia aren't in treatment, don't identify as having a problem, and are functioning reasonably well. That doesn't mean the habit is free. Here's what regular recreational cocaine use actually costs , and why it's hard to see.
Rising cocaine use in Australia
Australia's wastewater monitoring programme and household surveys tell a consistent story: cocaine use has been rising steadily for over a decade. Here's what the data actually shows , and what it means for the people using it.
A clear-eyed guide to low-risk drinking
There are official guidelines, but most people have never actually read them. There are standard drink counts, but most people can't calculate them. Here's a clear, practical guide to what the evidence says about low-risk drinking , without the lecture.
The mood-drinking loop
Drinking to decompress is so common it barely registers as a coping strategy. But the relationship between alcohol, stress, and mood is more complicated than it feels in the moment — and understanding it changes the picture.
How to tell if you're drinking out of habit or out of choice
There's a meaningful difference between choosing to have a drink and having a drink because that's what you do at this time, in this place, with these people. Most people have never clearly distinguished the two.
Alcohol and sleep: what's happening after that nightcap
A drink before bed feels like it helps you sleep. The data says something different. Understanding what alcohol actually does to sleep architecture explains why you can log eight hours and wake up exhausted.
Is your drinking normal?
Most people who wonder if they drink too much conclude they're probably fine , because everyone around them drinks similarly. That reasoning has a flaw. Here's a more honest way to answer the question.
Don't rely on willpower
People have been keeping paper substance use diaries since the 1980s. Somehow, until now, nobody made a digital one for people who aren't in treatment. Here's what self-monitoring actually reveals , and why it works even when you haven't decided to change anything.
Is vaping actually better?
Most people who vape switched from cigarettes, or started to avoid them. But 'better than smoking' and 'fine' aren't the same thing , and the data on vaping is now substantial enough to look at clearly.
Drinking more than you planned to
You set a limit. You exceeded it. Again. This isn't a willpower problem , it's a well-documented gap between intention and automatic behaviour that most people never examine closely.