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Evaluating the Feasibility and Efficacy of a Real-time Smoking Intervention Using Wearable Technology

Evaluating the Feasibility and Efficacy of a Real-time Smoking Intervention Using Wearable Technology

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT04172623
Enrollment
58
Registered
2019-11-21
Start date
2019-06-01
Completion date
2022-01-31
Last updated
2023-02-13

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Tobacco Use Cessation

Brief summary

This study will use wearable technology to test the feasibility and efficacy of delivering a novel real-time smoking intervention to improve standard tobacco treatment.

Detailed description

The goals of this project include evaluating the feasibility, acceptability, and helpfulness of the real-time smoking intervention and to assess the preliminary efficacy of the real-time intervention as an adjunct to standard tobacco treatment. Rates of adherence, participant satisfaction, and perceived usefulness will be evaluated through post-treatment interviews and ratings. Biochemically confirmed 7-day point prevalence abstinence will be compared between the experimental and control groups at the end of treatment (week 8).

Interventions

BEHAVIORALReal-Time Smoking Intervention

Adult smokers will use wearable technology in order to receive real-time feedback as a smoking intervention in addition to standard treatment.

BEHAVIORALStandard Treatment

Adult smokers will receive standard outpatient tobacco treatment.

Sponsors

Patterson Trust Mentored Research Award: Clinical, Health Services and Policy Research
CollaboratorOTHER
Yale University
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
NONE

Intervention model description

Parallel group randomized trial design comparing smoking outcomes when receiving standard treatment vs. standard treatment plus real-time smoking intervention.

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* 18 or older * Able to read English * Cigarette smoker * Seeking smoking cessation treatment

Exclusion criteria

* Serious psychiatric or medical condition * Unable or unwilling to complete study protocol

Design outcomes

Primary

MeasureTime frameDescription
Change in CigarettesBaseline and Week 8Self-reported cigarette use (Timeline follow-back data) during the 8-week study to estimate effect sizes between groups.

Secondary

MeasureTime frameDescription
% Days Abstinent From CigarettesWeek 8Timeline follow-back data will be collected to determine the % of days abstinent from cigarettes.

Countries

United States

Participant flow

Participants by arm

ArmCount
Real-Time Smoking Intervention
Adult smokers will use wearable technology in order to receive real-time feedback as a smoking intervention in addition to standard treatment. Real-Time Smoking Intervention: Adult smokers will use wearable technology in order to receive real-time feedback as a smoking intervention in addition to standard treatment. Standard Treatment: Adult smokers will receive standard outpatient tobacco treatment.
29
Standard Treatment
Adult smokers will receive standard outpatient tobacco treatment. Standard Treatment: Adult smokers will receive standard outpatient tobacco treatment.
29
Total58

Baseline characteristics

CharacteristicReal-Time Smoking InterventionTotalStandard Treatment
Age, Continuous54.2 years
STANDARD_DEVIATION 10.3
56.0 years
STANDARD_DEVIATION 9.9
57.9 years
STANDARD_DEVIATION 9.4
Ethnicity (NIH/OMB)
Hispanic or Latino
3 Participants8 Participants5 Participants
Ethnicity (NIH/OMB)
Not Hispanic or Latino
24 Participants46 Participants22 Participants
Ethnicity (NIH/OMB)
Unknown or Not Reported
2 Participants4 Participants2 Participants
Race (NIH/OMB)
American Indian or Alaska Native
1 Participants1 Participants0 Participants
Race (NIH/OMB)
Asian
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Black or African American
9 Participants17 Participants8 Participants
Race (NIH/OMB)
More than one race
2 Participants4 Participants2 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Unknown or Not Reported
3 Participants5 Participants2 Participants
Race (NIH/OMB)
White
14 Participants31 Participants17 Participants
Region of Enrollment
United States
29 participants58 participants29 participants
Sex: Female, Male
Female
17 Participants31 Participants14 Participants
Sex: Female, Male
Male
10 Participants23 Participants13 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
0 / 290 / 29
other
Total, other adverse events
0 / 290 / 29
serious
Total, serious adverse events
0 / 290 / 29

Outcome results

Primary

Change in Cigarettes

Self-reported cigarette use (Timeline follow-back data) during the 8-week study to estimate effect sizes between groups.

Time frame: Baseline and Week 8

ArmMeasureValue (MEAN)Dispersion
Real-Time Smoking InterventionChange in Cigarettes10.2 cigarettes per dayStandard Deviation 12.2
Standard TreatmentChange in Cigarettes7.7 cigarettes per dayStandard Deviation 6.5
Secondary

% Days Abstinent From Cigarettes

Timeline follow-back data will be collected to determine the % of days abstinent from cigarettes.

Time frame: Week 8

ArmMeasureValue (MEAN)Dispersion
Real-Time Smoking Intervention% Days Abstinent From Cigarettes12.4 percentage of daysStandard Deviation 27.2
Standard Treatment% Days Abstinent From Cigarettes6.9 percentage of daysStandard Deviation 14.6

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026