Using smartphone check ins several times a day, researchers tracked 36 adults in early recovery and found that treatments aimed directly at craving, rather than mood alone, line up with how relapse actually seems to unfold in daily life.
The study, published in Drug and Alcohol Dependence Reports, used a method called ecological momentary assessment, which captures how people feel and act in real time rather than relying on memory of a difficult week.
Over 14 days, participants completed brief phone surveys three times daily rating their mood and craving, then reported whether they had used alcohol or drugs since the last check in.
The approach let researchers see, hour by hour, how emotion, craving and use actually connect for someone in outpatient addiction treatment, rather than relying on a single retrospective snapshot.
The sample included 36 adults already in early stage outpatient addiction treatment, most of them men, with an average age of about 40.
The two most common primary substances were cocaine, reported by a third of participants, and alcohol, reported by more than a quarter. Nearly 89 percent reported using a secondary substance as well, and most participants met criteria for a severe substance use disorder.
Researchers found that mood on its own did not predict whether someone used substances hours later. The actual predictor was craving.
Positive feelings such as happiness or a sense of connection were tied to lower craving, while negative feelings such as sadness or anxiety were tied to higher craving, and that craving level, not the mood itself, is what predicted subsequent use. In practical terms, mood sets craving in motion, but craving is the lever that treatment can act on directly.
New Treatment Options Suggested by the Research
The study’s authors pointed to therapies and tools built around real time craving management as a promising direction for improving addiction treatment outcomes.
Dialectical behavior therapy already teaches distress tolerance and emotional regulation skills that could interrupt the exact pathway this research maps, from a difficult emotion to craving to use.
Mindfulness based approaches, which train people to notice a craving without immediately acting on it, were also highlighted as a fit for this same-day, same-hour timescale.
The authors also pointed to app delivered, in the moment interventions, sometimes called ecological momentary interventions, that could prompt a coping strategy at the exact point when craving is rising, rather than waiting for a scheduled weekly session.
What This Means for Treatment Seekers
For someone evaluating addiction treatment, the findings suggest it is worth asking a program directly how it addresses craving in the moment, not just in a weekly therapy session.
Treatment that builds in same-day coping tools, whether that is a craving log, a mindfulness practice, or a same-day check-in system, may better match the hour by hour way craving actually rises and falls, according to the study.
Exploring Treatment Options
People comparing addiction treatment programs can ask whether a program teaches specific craving management skills, such as distress tolerance or mindfulness based relapse prevention, alongside standard talk therapy.
Programs that build planning into daily practice, rather than addressing it only once a week, reflect the kind of craving focused approach this research points toward.
A program’s ability to explain how it helps patients manage craving day to day, not just in scheduled sessions, may be a useful sign of how current its treatment model is.
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