Most people who try to quit smoking end up relapsing even with evidence‑based care. This randomized trial in JAMA Internal Medicine asks a simple question: can chat messaging — a live counsellor plus a supportive chatbot delivered through apps you already use — reduce relapse after the first few smoke‑free days? Spoiler: the intervention raised 6‑month validated abstinence and meaningfully lowered relapse, suggesting smartphones can play a practical role in relapse prevention.
Key Takeaways:
- Can a simple chat app really help people stay smoke-free? Turns out, yes – and the numbers are pretty impressive. This study found that people who got mobile chat support were about 30% more likely to still be smoke-free at six months compared to those who just got basic text messages. We’re talking 45.9% success rate versus 35.5%, which might not sound huge but when you consider how hard it is to quit smoking for good, that’s actually a big deal. The chat group got real counsellor support through messaging apps (you know, the kind you probably already use every day) plus access to a chatbot for extra help. And before you ask – yes, they verified this with actual breath tests and saliva tests, not just people’s word.
- The timing here matters more than you might think. All 590 participants in this Hong Kong study had already made it through those brutal first few days without smoking – they’d been smoke-free for anywhere from 3 to 30 days and were getting regular cessation treatment. So this wasn’t about helping people quit initially… it was about preventing that all-too-common relapse that happens even when you’re doing everything “right.” Because here’s the thing – most people who try to quit smoking end up relapsing, even with evidence-based treatment. The mobile chat intervention specifically targeted the vulnerable period when people have quit but haven’t yet cemented the habit.
- What makes this approach so promising is its practicality. The intervention only lasted three months, used technology people already have in their pockets, and showed benefits across multiple measures – not just the main outcome. People in the chat group had higher rates of prolonged abstinence (57.5% vs 47.6%), better weekly quit rates (65.6% vs 54.7%), and lower relapse rates (33% vs 44.9%). The retention rate was incredibly high, too – 98% of participants stuck with the study through the six-month follow-up. This suggests the intervention wasn’t burdensome or annoying… people actually engaged with it. And since smoking cessation services already exist in clinics, adding this chat component could be a relatively easy way to boost their effectiveness without reinventing the wheel.
How the study actually worked
The timeline and setting
You’re probably wondering where and when all this research actually happened. The trial ran from March 14, 2023, through August 15, 2024 – that’s about 17 months of data collection. Researchers chose two clinic-based smoking cessation services in Hong Kong as their testing grounds, which makes sense since these locations already had people actively trying to quit smoking.
The study is registered under the identifier NCT05370352, which means you can look up all the nitty-gritty details if you want to verify anything. This registration number is basically the trial’s fingerprint in the research world.
Who was involved in the trial?
Participants weren’t just random people off the street. 590 adults who smoked daily joined this trial, but there was a catch – they had to have already quit smoking for somewhere between 3 and 30 days before enrolling. That’s a pretty specific window, right? These folks were then randomly split into two groups, which is standard practice for this type of research.
Think about what that recruitment criteria means for a second. These weren’t people just thinking about quitting… they’d already taken the plunge and stopped smoking. Some were just three days into their quit attempt (still in the really tough early phase), while others had made it a full month without cigarettes. That range of experience levels actually makes the study more realistic since everyone quits at different times.

What’s the difference in treatments?
You might be wondering what separated the two groups in this study. The intervention group received 3 months of mobile support via a messaging app, including a live counsellor and a supportive chatbot working together. On the flip side, the control group got just 8 generic text messages spread across those same 3 months – pretty minimal contact, right? But here’s something important: everyone in the study still received their usual smoking cessation treatment, so this mobile messaging was layered on top of whatever support they were already getting.
The chat-based counsellor support
Picture having a real person you can message when you’re standing outside a party and everyone’s lighting up. That’s what the live counsellor component offered – you got access to an actual human being who understood what you’re going through. This wasn’t some automated response system pretending to care… it was genuine support from someone trained in helping people quit smoking. The counsellor could respond to your specific struggles, answer questions in real-time, and provide personalised encouragement when cravings hit hardest.
The role of the supportive chatbot
While the live counsellor handled the complex stuff, the chatbot filled in the gaps – kind of like having a supportive friend available 24/7. The chatbot worked alongside the human counsellor to provide immediate responses when you needed quick support or motivation. Think of those moments at 2 AM when you’re struggling with a craving and no human counsellor is awake… that’s where the bot stepped in.
The beauty of this setup was that you didn’t have to wait for business hours to get help. The chatbot could check in on you, remind you of your reasons for quitting, and offer evidence-based tips right when you needed them most. It wasn’t meant to replace human connection – it was designed to complement the counsellor’s work and ensure you had constant access to support throughout those critical 3 months.
How do we know it really worked?
Self-reported quit rates sound great on paper, but let’s be honest – people lie. That’s why this study didn’t just take participants at their word. Biochemically validated tobacco abstinence at 6 months served as the primary outcome measure, meaning researchers tested biological markers rather than relying on what people claimed. Your body doesn’t lie the way your mouth might when you’re embarrassed about slipping up.
Testing for nicotine and carbon monoxide
Researchers used two different biological tests to confirm whether you’d actually quit smoking. Carbon monoxide levels under 5 ppm served as one marker – this gas shows up in your breath when you’ve been smoking recently. The second test looked for cotinine in your saliva, which is what nicotine breaks down into inside your body. Both tests are pretty hard to fake, which is exactly the point.
Tracking participants over six months
Six months is a long time to keep tabs on people who are trying to quit smoking. But this study managed something pretty remarkable – a retention rate of 98.0% with 578 participants staying until the end. That’s almost everyone who started. Most clinical trials lose way more people along the way, which makes you wonder if the dropouts were the ones who started smoking again.
Keeping nearly every participant engaged for half a year tells you something important about the intervention itself. When people stick around for testing and follow-up appointments, it usually means they’re getting something valuable from the program. You can’t force someone to show up for a cotinine test at month six if they’ve completely checked out mentally.
Let’s talk about the actual results
You’re probably wondering if all this mobile chat messaging actually worked, right? The numbers tell a pretty compelling story. The intervention group achieved a 45.9% validated abstinence rate, compared with 35.5% in the control group, yielding a relative risk of 1.29. That’s a meaningful difference when you’re talking about helping people quit smoking for good.
But wait – there’s more to unpack here. The chat group also showed higher 7-day point prevalence abstinence at 65.6% versus 54.7% for the control group. If you want to dig deeper into the methodology and supporting data, check out this comprehensive analysis on Supporting Patients in Becoming Tobacco-Free.
Comparing the validated abstinence rates
Breaking down these numbers side by side really shows you what we’re dealing with here. The difference between getting chat support and going it alone isn’t just statistically significant – it’s the kind of gap that could mean thousands of people staying smoke-free.
Short-term versus long-term success
What really catches your eye is how the chat intervention performed across different timeframes. The 7-day point prevalence numbers (65.6% vs 54.7%) show you that people were doing better in the short term, too. This wasn’t just about long-term abstinence – participants were getting immediate benefits from the chat support.
The gap between short-term and long-term success rates tells you something important about relapse patterns. While 65.6% of chat users stayed smoke-free for 7 days, that number dropped to 45.9% for validated long-term abstinence. That’s actually pretty normal when you’re talking about addiction recovery… but what matters is that the chat group maintained their advantage over the control group at both checkpoints.
Why I think the relapse data is huge
You need to understand what makes these numbers so compelling. The relapse rate dropped to 33.0% for participants using the mobile chat service, compared to 44.9% in the control group – that’s a relative risk of 0.73. What really catches my attention here is that researchers didn’t cut corners with their analysis… they used intention-to-treat methods, meaning anyone who disappeared from the study was counted as having relapsed. That’s a tough standard, and the chat intervention still came out ahead.
Cutting down the risk of smoking again
Think about what that 11.9 percentage point difference actually means for someone trying to quit. If you’re using this chat-based support system, you’re roughly 27% less likely to relapse than if you’re going it alone. That’s not just statistically significant – it’s the kind of real-world improvement that could keep thousands of people smoke-free. And because the researchers were conservative in their approach, assuming dropouts had failed, you can trust these aren’t inflated numbers.
Looking at the prolonged abstinence numbers
Prolonged abstinence is where the rubber meets the road in quit-smoking studies. We’re not talking about people who stopped for a week or two – this measures sustained success over time. The chat service showed clear advantages in keeping participants abstinent for extended periods, which is exactly what matters when you’re trying to change a deeply ingrained habit like smoking.
What sets this apart from short-term quit rates is the durability factor. Anyone can white-knuckle through a few days without cigarettes, but maintaining that abstinence when stress hits or triggers appear? That’s where most quit attempts fall apart. The mobile messaging support provided consistent touchpoints that helped participants navigate vulnerable moments when relapse is most likely.
Who were the people in the study?
Demographic breakdown of participants
You’re looking at a study population that was 78.8% male, which translates to 465 men out of the total participant pool. The average age clocked in at 47.1 years, so we’re talking about middle-aged adults here – not college kids or retirees. What’s really interesting is that every single person in this trial had already achieved something pretty significant: they’d managed to stay smoke-free for at least 3 days before joining the study. That initial quit period was your entry ticket, which makes sense because the researchers wanted to test relapse prevention, not initial cessation.
Group assignment and randomisation
The researchers split 590 participants almost evenly for this trial. 294 people were assigned to the intervention group, which received mobile chat messaging support, while 296 were assigned to the control group. This near-equal split is exactly what you want to see in a well-designed randomised trial.

Randomisation ensures that neither you nor the researchers get to pick who receives the intervention – it’s all done by chance, like flipping a coin. This method helps eliminate bias and ensures that any differences in outcomes between the groups can be attributed to the intervention itself, not to quirks in how people were selected. The fact that the groups ended up so evenly matched in size (just a 2-person difference) suggests the randomisation process worked as intended.
Summing up
The data speaks for itself – you’re looking at a 30% boost in validated abstinence rates when mobile chat messaging gets added to the mix. That’s not a small number when we’re talking about helping people stay smoke-free for the long haul. And here’s what makes this really practical: it scales. You can reach tons of people without needing massive resources or infrastructure.
So what should you take away from this? If you’re running a smoking cessation program or thinking about quitting yourself, chat-based support isn’t just some nice add-on anymore. It’s something that actually moves the needle on long-term success. The evidence points pretty clearly to integrating this kind of support into existing programs… because the results show it works when people need that extra push to avoid relapse.
FAQ
Q: What makes mobile chat messaging different from regular text messages for helping people stay smoke-free?
A: People often think all mobile-based quit smoking support is basically the same, but this study showed there’s actually a big difference between chat messaging and standard texts. The chat messaging approach combined real-time conversations with an actual counsellor plus access to a supportive chatbot through a messaging app – kind of like having a quit smoking coach in your pocket. Compare that to the control group, who just got 8 generic text messages over three months… pretty minimal contact, right? The results were pretty striking. At the six-month mark, 45.9% of people using the chat messaging system were still smoke-free (confirmed by actual breath and saliva tests, not just their word), compared to only 35.5% in the text message group. That’s about a 30% improvement in success rates. The chat group could reach out when they were struggling, get personalised advice, and have ongoing conversations – not just receive one-way messages. It’s the difference between texting with a friend who can respond versus getting automated reminders from your phone company.
Q: How long do you need to be smoke-free before this type of program can help you?
A: This study specifically looked at people who had already quit for 3 to 30 days before joining the program. That timing matters because here’s what most people don’t realise – the hardest part isn’t actually quitting, it’s staying quit. Even with good treatment, most people relapse. The researchers designed this intervention for that critical window when you’ve made it through the initial withdrawal, but you’re still super vulnerable to slipping back. All 590 participants in the study were already getting standard smoking cessation treatment from clinic-based services in Hong Kong. They were daily smokers before quitting, and they’d managed to stay off cigarettes for anywhere from a few days to about a month. The mobile chat intervention ran for three months, providing support during that high-risk period. By six months after starting the program, the chat messaging group had significantly lower relapse rates – 33% compared to 44.9% in the control group. So if you’ve recently quit and you’re worried about falling back into old habits, those first few months are exactly when this type of support could make the biggest difference.
Q: Can we trust these results, or could people have lied about whether they were still smoking?
A: One of the strongest parts of this study is that they didn’t just take people’s word for it. The researchers used biochemical validation – they actually tested participants’ breath for carbon monoxide levels (had to be less than 5 ppm) or checked their saliva for cotinine, which is a nicotine byproduct. You can’t fake those tests. Self-reported quit rates are notoriously unreliable because people want to believe they’ve succeeded, don’t want to disappoint their counsellor, or are just not being completely honest. The study was conducted between March 2023 and August 2024 at two clinic-based smoking cessation services, and they managed to keep track of 98% of participants at the six-month follow-up point – that’s an incredibly high retention rate. When someone didn’t show up for testing, the researchers counted them as having relapsed, which is the most conservative approach. Even with that strict standard, the intervention group still showed better results across all measures: biochemically validated abstinence, self-reported prolonged abstinence, seven-day point prevalence abstinence, and lower relapse rates. The fact that all these different measures pointed in the same direction makes the findings pretty convincing.
Trial details are publicly registered at trial registration (NCT05370352).
For the full methods and results, see the full JAMA trial report.
For practical quitting resources and evidence summaries, link to CDC quit‑smoking resources.



