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| ID | Type | Description | Link |
|---|---|---|---|
| 1588924-3 | Other Identifier | FAU IRB |
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The Cluster Randomized Controlled Trial (cRCT) portion of the study will focus on evaluating the use of information, marketing, and incentives to shape student travel behavior to campus through the three channels identified in Ajzen's (1991) framework.
The investigators will evaluate whether a package of information, marketing, and incentives shifts student travel behavior to campus over one year, and in turn if these shifts in travel behavior result in improved academic performance.
Specific objectives of the cRCT include evaluating whether the intervention results in relatively:
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| MaaS app | Active Comparator | The Mobility-as-a-Service (MaaS) App will be provided to students in the Intervention Group and is intended to facilitate their use of alternative transportation modes such as public transit, ride-hailing, walking, biking, bike share, and e-scooter share to get to campus. The MaaS App will be downloaded to students' smartphones and will provide real-time, multimodal trip planning to students on demand when they open the app. This means, for instance, that a student can plan a trip that includes driving to a train station, taking the train, and then walking from the alighting train station to their final destination. The app will be white label, i.e. it will have a customized look and feel specific to the participating south Florida colleges, and it will have personalization features so that students can tailor the app to their travel patterns. Students in a cluster assigned to the MaaS group will also receive information concerning housing options. Students complete surveys |
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| No app | Placebo Comparator | Students receive no app, no housing information, students complete surveys. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| MaaS app | Other | The MaaS App will be downloaded to students' smartphones and will provide real-time, multimodal trip planning to students on demand when they open the app. |
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| Measure | Description | Time Frame |
|---|---|---|
| The rate of students using alternative modes increases. | Percentage of trips taken to campus by alternative modes. Will students in the intervention group, subject to information and marketing incentives as delivered through a MaaS app, be more likely to use alternative modes to reach campus? | one academic year |
| Number of students who make more frequent use of alternative modes to campus are associated with increased grade point averages. | Number of students who make more frequent use of alternative modes to campus or who do not own vehicles | one academic year |
| Number of students who make more frequent use of alternative modes to campus are associated with increases in credit hours earned. | Number of students who make more frequent use of alternative modes to campus or students who do not own vehicles | one academic year |
| Measure | Description | Time Frame |
|---|---|---|
| The rate of students who own vehicles should decrease. | Student car ownership--Will students in the intervention group, subject to information and marketing incentives as delivered through a MaaS app, reduce their level of car reliance? | one academic year |
| Number of students who make more frequent use of alternative modes to campus are associated with increases in retention. |
| Measure | Description | Time Frame |
|---|---|---|
| Self-Reported BMI | Number of students reporting BMI within CDC Healthy guidelines increases. | one academic year |
| Self-reported general health | Number of students reporting general health as good, very good, or excellent increases |
Inclusion Criteria:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| John L Renne, PhD | Florida Atlantic University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Florida Atlantic University | Boca Raton | Florida | 33431 | United States |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot | Yes | No | No | Study Protocol | Jun 22, 2021 | Aug 19, 2021 | Prot_001.pdf |
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| ID | Term |
|---|---|
| D015438 | Health Behavior |
| D001519 | Behavior |
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| No app | Other | students receive no app or housing information |
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Number of students who make more frequent use of alternative modes to campus or who do not own vehicles |
| one academic year |
| Number of students who make more frequent use of alternative modes to campus are associated with increases in degree completion. | Number of studentswho make more frequent use of alternative modes to campus or students or do not own vehicles | one academic year |
| one academic year |