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Active, Not Recruiting

NCT Number: NCT03730792

Success & Health Impacts For Transit Drivers During Onboarding

The project is a cluster randomized controlled trial of an occupational health intervention for newly hired bus operators. Transit authorities will be randomized to intervention and usual practice conditions and new bus operators will be recruited to participate in a two year study. Intervention participants will complete a program designed to prevent weight gain while also supporting early adjustment and job success. Control participants will experience standard or usual practice working conditions.

Active, Not Recruiting

This study is active but is not currently recruiting participants.

Key information

Age range

21 year and older

Sex eligibility

All sexes

Study type

Interventional

Phase

Not applicable

Primary location

Oregon Health & Science University

Portland, Oregon, 97239, United States

About this study

Epidemiological evidence indicates that bus driving is associated with increased risk for obesity and some chronic diseases, and that it is time for interventions. In this regard, the early transition into bus driving has been neglected. Not only are interventions lacking for new employees entering potentially obesogenic occupations, but workplace training and socialization programs for new hires (referred to as onboarding) rarely address potential occupational health hazards.

To address research gaps, investigators will integrate an effective health intervention approach with traditional onboarding programs for new bus drivers. This intervention approach, which was originally developed with commercial truck drivers, was implemented through a mobile friendly website, and tactics included an incentivized game-like competition that was supported with behavior and body weight logging, computer-based training, and motivational interviewing. In a cluster-randomized trial with commercial truck drivers the intervention produced a mean body weight effect of -7.29 lbs (p<.0001; Olson et al, 2016), which is among the strongest results observed globally with occupational drivers.

In the proposed intervention adaptation, the "SHIFT Onboard" intervention (Success & Health Impacts For Transit drivers during Onboarding) will be designed to prevent weight gain among new bus drivers while also supporting early adjustment and job success. The primary hypotheses are that relative to usual practice, SHIFT Onboard participants will have (1) superior energy balance behaviors (sleep, eating, exercise) and (2) less weight gain. Investigators will also evaluate impacts on new employee adjustment and economic outcomes that are critical to employers; the ultimate adopters of occupational health interventions. This project will take place over five years and will accomplish three specific aims:

  • Adapt proven tactics and pilot SHIFT Onboard with new bus drivers: Through formative research with transit partners and iterative testing with drivers investigators will adapt existing web technology, intervention tactics, and training content for newly hired mass transit bus drivers. The adapted SHIFT Onboard intervention will then be pilot tested with new drivers at a partner transit authority.
  • Determine the efficacy of SHIFT Onboard for preventing weight gain. Metropolitan transit authorities, stratified by size, will be randomly assigned to intervention or usual practice control conditions. SHIFT Onboard will be implemented with natural groups of bus operators who complete training together during the first year. Primary intervention effectiveness outcomes will be between-groups differences at 1- and 2-year follow-ups in changes in energy balance behaviors (sleep, eating, exercise) and body weight.
  • Evaluate new employee adjustment and economic impacts of SHIFT Onboard. Investigators will also evaluate intervention impacts on new bus operator adjustment (role stress, confidence, connectedness) and job attitudes (job satisfaction, intention to remain). Economic return on investment calculations will contrast intervention costs relative to savings projected from intervention effects (e.g., health care costs, absenteeism, safety).

Investigators will also collect measures of work demands, stressors, and strains (responses to stressors) at all time points to characterize occupational exposures among the sample, and to explore for possible associations with workers' health outcomes.

Who can participate

Healthy volunteers accepted: Yes

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Hired to work as a transit bus operator at a participating transit authority, and currently in the pre-service training period

Exclusion criteria

  • Female participants who are pregnant or become pregnant during the study period will be excluded from body weight related intervention activities and outcome analyses

Treatment and study plan

SHIFT Onboard Intervention

Behavioral

A 12-month onboarding process and social challenge supported with goal setting, computer-based training, self-monitoring, and group motivational interviewing.

Primary outcomes

  1. Change from baseline in body weight at 12 and 24 months

    Time frame: Baseline, 12, and 24 months

    Directly measured body weight in kg.

  2. Body Mass Index

    Time frame: Baseline, 12 and 24 months

    Calculated from directly measured weight and height (kg/m^2).

  3. Change from baseline in percent body fat

    Time frame: Baseline, 12 and 24 months

    Percent body fat measured through bioelectric impedence

  4. Change from baseline in self-reported fruit and vegetable intake at 12 and 24 months

    Time frame: Baseline, 12, and 24 months

    Survey measures of fruit and vegetable intake.

  5. Change from baseline in self-reported consumption of high fat foods at 12 and 24 months.

    Time frame: Baseline, 12 and 24 months.

    Survey measure of high fat food consumption frequency and portion sizes.

  6. Change from baseline in self-reported sugary food and drink consumption at 12 and 24 months

    Time frame: Baseline, 12 and 24 months.

    Survey measure of the frequency of sugary food and drink consumption.

  7. Change from baseline in self-reported fast food consumption.

    Time frame: Baseline, 12 and 24 months.

    Survey measure of the frequency of fast food consumption.

  8. Change from baseline in self-reported physical activity at 12 and 24 months

    Time frame: Baseline, 12, and 24 months

    Survey measures of daily/weekly physical activity levels.

  9. Change from baseline in actigraphically measured physical activity at 12 and 24 months

    Time frame: Baseline, 12 and 24 months

    Actigraphy measures of daily/weekly of physical activity levels.

  10. Change from baseline in self-reported sleep quality at 12 and 24 months

    Time frame: Baseline, 12, and 24 months

    Survey measures of typical sleep quality.

  11. Change from baseline in self-reported sleep quantity at 12 and 24 months

    Time frame: Baseline, 12 and 24 months

    Survey measures of typical daily sleep time.

  12. Change from baseline in actigraphically measured sleep quality at 12 and 24 months

    Time frame: Baseline, 12 and 24 months

    Actigraphy measures of sleep quality as indicated by minutes of Wake After Sleep Onset in main sleep periods.

  13. Change from baseline in actigraphically measured sleep quantity at 12 and 24 months

    Time frame: Baseline, 12 and 24 months

    Actigraphy measures of sleep duration in minutes for the daily main sleep period and naps.

Secondary outcomes

  1. Changes in job role conflict

    Time frame: Baseline, 12, and 24 months

    Survey measures of job role conflict.

  2. Changes in perceived acceptance by others

    Time frame: Baseline, 12 and 24 months

    Survey measures of perceived acceptance by others.

  3. Changes in job-related self-efficacy

    Time frame: Baseline, 12 and 24 months

    Survey measures of job-related self-efficacy.

  4. Changes in job satisfaction

    Time frame: Baseline, 12 and 24 months

    Survey measure of job satisfaction

  5. Changes in intention to remain at job

    Time frame: Baseline, 12 and 24 months

    Survey measures of intention to remain.

  6. Economic cost-benefit factors

    Time frame: 12 month intervention costs, and a target minimum of four years of corporate data for each agency (2 historical, 2 during study period)

    Intervention costs (e.g., participant wages, fees for group facilitators, cost of resources/tech support, intervention incentives) will be contrasted with estimated savings (e.g., estimates of health care cost savings based on weight changes, and estimates of costs/savings utilizing corporate data for study participants on absenteeism, job turnover, bus collisions, driver injuries and workers' compensation claims, and passenger/pedestrian/other driver injuries).

  7. Absenteeism

    Time frame: Baseline, 12 and 24 months

    Organizational records of absenteeism for new bus operators

  8. Job turnover

    Time frame: Baseline, 12 and 24 months

    Organizational records of job turnover among new bus operators

  9. Bus collisions

    Time frame: Baseline, 12 and 24 months

    Organizational records of bus collisions among new bus operators

  10. Injuries

    Time frame: Baseline, 12 and 24 months

    Organizational records of bus operator and passenger injuries

Other outcomes

  1. Baseline body weight as a moderator of intervention effects on weight at follow-ups

    Time frame: Baseline, 12, and 24 months

    Baseline body weight evaluated as a moderator of intervention effects at 12 and 24 months.

  2. Change from baseline in blood pressure at 12 and 24 months

    Time frame: Baseline, 12, and 24 months

    Direct measurement in mmHg.

  3. Change from baseline in triglycerides

    Time frame: Baseline, 12, and 24 months

    Direct measurement of triglycerides via Cholestech LDX Analyzer in mg/dL.

  4. Change from baseline in Hemoglobin A1c at 12 and 24 months

    Time frame: Baseline, 12, and 24 months

    HbA1c measured via fingerprick blood sample.

  5. Change from baseline in Total cholesterol

    Time frame: Baseline, 12, and 24 months

    Total cholesterol measured from fingerstick blood sample via Cholestech LDX Analyzer in mg/dL.

  6. Change from baseline in HDL cholesterol

    Time frame: Baseline, 12 and 24 months

    HDL measured from fingerstick blood sample via Cholestech LDX Analyzer in mg/dL.

  7. Change from baseline in LDL cholesterol

    Time frame: Baseline, 12 and 24 months

    LDL measured from fingerstick blood sample via Cholestech LDX Analyzer in mg/dL.

  8. Change from baseline in the LDL/HDL cholesterol ratio

    Time frame: Baseline, 12, and 24 months

    LDL/HDL cholesterol ratio computed from values measured via Cholestech LDX Analyzer in mg/dL

Sponsors and collaborators

Lead sponsor

Oregon Health and Science University

Other

Collaborators

  • National Heart, Lung, and Blood Institute (NHLBI)

Registry information

Official study title

SHIFT Onboard: Protecting New Transit Operators Against Safety and Health Hazards

Acronym: SHIFT Onboard

Important dates

Study start
2020
Primary completion
2024
Study completion
2026
First posted
Nov 5, 2018
Registry last updated
Nov 28, 2025

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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