Asthma
Conditions
Keywords
Young adult, quality of life, wildfires, risk reduction behavior, smartphone
Brief summary
This research will contribute to fundamental knowledge about how young adults with asthma perceive their personal health risks to wildfire smoke, minimize their risk, and improve their health. The investigators will compare young adults who use 'Smoke Sense,' an EPA-developed smart phone application (app), with young adults who use the app plus engage in preventive activities, with young adults who do not use the app. Study aims are to: 1. Establish the feasibility (recruitment, enrollment, retention rates), acceptability (intervention engagement, fidelity, usability, attitude) and barriers and facilitators of adopting the technology of the Smoke Sense interventions and use of portable devices in young adults with asthma; 2. Explore the preliminary impact of the Smoke Sense interventions on lung function and asthma control. These primary outcomes will be assessed using objective measures (spirometry) and validated, self-report tools. Secondary outcomes will be anxiety, exposure reduction behaviors (e.g. stayed indoors, wore a mask), and symptom mitigating behaviors (use of medication, unscheduled health care appointments), measured via self-report and a Global Positioning System device. Outcome by group will be summarized. Preliminary evidence of treatment effect and its variance will be examined for a future clinical trial; 3. Explore potential mediators (medication adherence, self-management skills, stress) and moderators (asthma severity/control) of the interventions to asthma outcomes. The long-term goal is to minimize asthma exacerbations from exposure to wildfire smoke. The long-term goal of the study is to minimize asthma exacerbations from exposure to wildfire smoke.
Detailed description
Exposure to unprecedented levels of wildfire smoke is increasing cardiopulmonary mortality and is especially catastrophic in people with asthma. Little evidence exists on the effectiveness of air quality (AQ) alerts on objective measures of risk reduction behavior and health outcomes. Evidence shows that young adults are less likely to adhere to AQ alerts than older adults, yet young adulthood is a time when habits are formed in chronic illness management. The Environmental Protection Agency's (EPA) Smoke Sense smart phone application (app) is an innovative risk reduction intervention based on the health belief model and theory of planned behavior. The app invites users to record their smoke observations and health symptoms, play educational trivia games, earn badges, and explore what other users are reporting. Smoke Sense connects AQ exposure data with users' symptoms, thus framing risk reduction messages as personally relevant. Although Smoke Sense has almost 25,000 users, its impact on health outcomes has not been tested. Preliminary data suggests that users' engagement in health protective behaviors was driven in response to symptoms rather than as preventive courses of action. In a high-risk asthma population, prevention is paramount. Smoke Sense Plus is an intervention that builds on the Smoke Sense app, with value-added activities, such as notifying participants to review their asthma action plan, monitoring lung function weekly via mobile spirometry and subscribing to a social network to share strategies to minimize exposure. The purpose of this study is to assess the feasibility of the Smoke Sense interventions among young adults with asthma and pilot test the interventions compared to a control group. Sixty young adults aged 18-26 with asthma will be recruited through local universities. They will be randomized to 1 of 3 groups for a 2-month study period during wildfire season. Study aims are to: 1. Establish the feasibility (recruitment, enrollment, retention rates), acceptability (intervention engagement, fidelity, usability, attitude) and barriers and facilitators of adopting the technology of the Smoke Sense interventions and use of portable devices in young adults with asthma;51 2. Explore the preliminary impact of the Smoke Sense interventions on lung function,20 and asthma control, These primary outcomes will be assessed using objective measures (spirometry) and validated, self-report tools. Secondary outcomes will be anxiety,23 exposure reduction behaviors (e.g. stayed indoors, wore a mask),24 and symptom mitigating behaviors (use of medication, unscheduled health care appointments), measured via self-report and a Global Positioning System device. Outcome by group will be summarized. Preliminary evidence of treatment effect and its variance will be examined for a future clinical trial; 3. Explore potential mediators (medication adherence, self-management skills, stress) and moderators (asthma severity/control) of the interventions to asthma outcomes. The long-term goal is to minimize asthma exacerbations from exposure to wildfire smoke. The long-term goal of the study is to minimize asthma exacerbations from exposure to wildfire smoke.
Interventions
Smoke Sense is a smartphone application (app). Smoke Sense participants will be asked to establish a profile which includes demographics, baseline health information and current beliefs about smoke and air pollution. In the Symptoms & Smoke Observations tab, participants are asked to report their weekly observations of smoke, health symptoms, and exposure reduction behaviors. In the Fire & Smoke Near Me tab, participants review the most recent AQ data measured at an AQ monitoring sites. Participants are asked to complete the AQ 101 module which test knowledge of AQ facts and provides correct answers. Badges are awarded for accomplishments within the app to promote certain desired behaviors: completing a user profile, launching the app weekly to check local AQ, reporting smoke and symptom observations, expanding AQ knowledge with AQ lessons, and exploring the map. Finally, participants can engage with other users by viewing cumulative statistics of symptoms and smoke observations.
Participants randomized to the Smoke Sense Plus intervention will be asked to do everything that the Smoke Sense intervention group does on a weekly basis, as well as: 1) Receive weekly push notifications that remind them to, for example, review their asthma action plan, refill any expired medications, take their daily controller medication, identify a clean air space in their home and community, 2) Monitor their lung function weekly via mobile spirometry, and 3) Subscribe to a social network to share strategies to minimize exposure.
Sponsors
Study design
Intervention model description
Participants will be randomized with equal probability to 1 of 3 study groups in blocks of 2, 4 and 5. Random assignment of the participants will be determined using a randomization software. Random group assignment and a corresponding unique study identification (ID) number will be placed in sealed envelopes that are numbered sequentially. After the consent is signed, research personnel will open the envelope to reveal the participant's group assignment. Research personnel will record the participant's name, study ID and group assignment in a password-protected spreadsheet stored on a secure server at WSU. As part of (virtual) study visit 1, intervention participants will download the app to their smartphones. A set-up macro will ask the participant to enter their study ID which can be associated with all data captured by the app.
Eligibility
Inclusion criteria
* 18-26 years old * Diagnosed with asthma by a health care provider * Own a smart phone (Android or iOS platforms) * Speak and read English
Exclusion criteria
* Already use the Smoke Sense app * Had surgery within 3 weeks of the study start date * Have a cardio-vascular condition * Smoke * Have or have had COVID 19 (that you're aware of)
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Lung Function, Specifically % Predicted Mean FEV1 | 8 weeks | Lung function indicates future risk of adverse outcomes and is regularly monitored in people with asthma. Spirometry is used to objectively measure and monitor airway obstruction by blowing into a machine and measuring forced expiratory volume (FEV1), forced vital capacity (FVC), and their ratio (FEV1/FVC). A low FEV1, \<60% predicted, is a potentially modifiable independent risk factor for severe asthma exacerbations. Portable spirometers, that are used by patients independently and connect to smartphones, have been validated against conventional spirometry performed by specialists in clinical settings. |
| Asthma Control Test | 8 weeks | The Asthma Control Test (ACT) measures the frequency of shortness of breath and general asthma symptoms, use of rescue medications, effect of asthma on daily functioning, and an overall self-assessment of asthma control via self-report. It has 5 items, is based on self report of symptoms and daily functioning and has a response scale that ranges from 5 (poor control) to 25 (complete control). ACT score \>19 indicates well-controlled (versus 19 or \< poorly controlled) asthma. The Minimally Important Difference (MID) is 3 points between two groups or for changes over time. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Control The control group will receive incentives for study participation but will not be introduced to the Smoke Sense app. | 22 |
| Smoke Sense Smoke Sense: Smoke Sense is a smartphone application (app). Smoke Sense participants will be asked to establish a profile which includes demographics, baseline health information and current beliefs about smoke and air pollution. In the Symptoms & Smoke Observations tab, participants are asked to report their weekly observations of smoke, health symptoms, and exposure reduction behaviors. In the Fire & Smoke Near Me tab, participants review the most recent AQ data measured at an AQ monitoring sites. Participants are asked to complete the AQ 101 module which test knowledge of AQ facts and provides correct answers. Badges are awarded for accomplishments within the app to promote certain desired behaviors: completing a user profile, launching the app weekly to check local AQ, reporting smoke and symptom observations, expanding AQ knowledge with AQ lessons, and exploring the map. Finally, participants can engage with other users by viewing cumulative statistics of symptoms and smoke observations. | 22 |
| Smoke Sense Plus Smoke Sense Plus: Participants randomized to the Smoke Sense Plus intervention will be asked to do everything that the Smoke Sense intervention group does on a weekly basis, as well as: 1) Receive weekly push notifications that remind them to, for example, review their asthma action plan, refill any expired medications, take their daily controller medication, identify a clean air space in their home and community, 2) Monitor their lung function weekly via mobile spirometry, and 3) Subscribe to a social network to share strategies to minimize exposure. | 23 |
| Total | 67 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 |
|---|---|---|---|---|
| Overall Study | Lost to Follow-up | 1 | 1 | 1 |
Baseline characteristics
| Characteristic | Control | Total | Smoke Sense Plus | Smoke Sense |
|---|---|---|---|---|
| Age, Categorical <=18 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Age, Categorical >=65 years | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Age, Categorical Between 18 and 65 years | 22 Participants | 67 Participants | 23 Participants | 22 Participants |
| Age, Continuous | 21.9 years STANDARD_DEVIATION 2.5 | 21.9 years STANDARD_DEVIATION 2.42 | 21.9 years STANDARD_DEVIATION 2.05 | 21.8 years STANDARD_DEVIATION 2.81 |
| asthma control test | 20.3 units on a scale STANDARD_DEVIATION 3.4 | 20.4 units on a scale STANDARD_DEVIATION 2.5 | 20.3 units on a scale STANDARD_DEVIATION 2.2 | 20.7 units on a scale STANDARD_DEVIATION 1.8 |
| mean percent predicted FEV1 | 89.8 percent STANDARD_DEVIATION 20.1 | 93.1 percent STANDARD_DEVIATION 17.8 | 93.4 percent STANDARD_DEVIATION 18.6 | 96.2 percent STANDARD_DEVIATION 14.1 |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Asian | 1 Participants | 3 Participants | 2 Participants | 0 Participants |
| Race (NIH/OMB) Black or African American | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) More than one race | 3 Participants | 8 Participants | 2 Participants | 3 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 1 Participants | 0 Participants | 1 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 1 Participants | 3 Participants | 1 Participants | 1 Participants |
| Race (NIH/OMB) White | 17 Participants | 52 Participants | 18 Participants | 17 Participants |
| Region of Enrollment United States | 22 participants | 67 participants | 23 participants | 22 participants |
| Sex: Female, Male Female | 18 Participants | 51 Participants | 17 Participants | 16 Participants |
| Sex: Female, Male Male | 4 Participants | 16 Participants | 6 Participants | 6 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 22 | 0 / 22 | 0 / 23 |
| other Total, other adverse events | 0 / 22 | 0 / 22 | 0 / 23 |
| serious Total, serious adverse events | 0 / 22 | 0 / 22 | 0 / 23 |
Outcome results
Asthma Control Test
The Asthma Control Test (ACT) measures the frequency of shortness of breath and general asthma symptoms, use of rescue medications, effect of asthma on daily functioning, and an overall self-assessment of asthma control via self-report. It has 5 items, is based on self report of symptoms and daily functioning and has a response scale that ranges from 5 (poor control) to 25 (complete control). ACT score \>19 indicates well-controlled (versus 19 or \< poorly controlled) asthma. The Minimally Important Difference (MID) is 3 points between two groups or for changes over time.
Time frame: 8 weeks
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Control | Asthma Control Test | 22.4 score on a scale | Standard Deviation 1.9 |
| Smoke Sense | Asthma Control Test | 21 score on a scale | Standard Deviation 4 |
| Smoke Sense Plus | Asthma Control Test | 21.5 score on a scale | Standard Deviation 2.3 |
Lung Function, Specifically % Predicted Mean FEV1
Lung function indicates future risk of adverse outcomes and is regularly monitored in people with asthma. Spirometry is used to objectively measure and monitor airway obstruction by blowing into a machine and measuring forced expiratory volume (FEV1), forced vital capacity (FVC), and their ratio (FEV1/FVC). A low FEV1, \<60% predicted, is a potentially modifiable independent risk factor for severe asthma exacerbations. Portable spirometers, that are used by patients independently and connect to smartphones, have been validated against conventional spirometry performed by specialists in clinical settings.
Time frame: 8 weeks
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Control | Lung Function, Specifically % Predicted Mean FEV1 | 92.9 percentage of predicted | Standard Deviation 16 |
| Smoke Sense | Lung Function, Specifically % Predicted Mean FEV1 | 95.6 percentage of predicted | Standard Deviation 17.2 |
| Smoke Sense Plus | Lung Function, Specifically % Predicted Mean FEV1 | 88.6 percentage of predicted | Standard Deviation 17.2 |