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Olson R, Stoffregen SA, Bauer TN, Wipfli B, Anger WK, Bodner T, Graven P, McHill AW, Donovan C. Who's Behind the Wheel? Work and Health Backgrounds of New Transit Bus Operators. J Occup Environ Med 2024; 66:1022-1029. [PMID: 39322404 PMCID: PMC11957446 DOI: 10.1097/jom.0000000000003235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
OBJECTIVE Investigate new bus operators' ( N = 293) occupational and health backgrounds to inform how transit authorities can support their future health and job success. METHODS New bus operators completed surveys and direct measurements that addressed demographics, work history, and 10 health risk factors. RESULTS Participants averaged 42.76 years of age and were predominantly male (73.5%). Many (45.7%) came from minority backgrounds and most (66.3%) had no prior commercial driving experience. Transportation and material moving occupations were operators' most common prior jobs followed by protective service, and sales and related occupations. Study-specific criteria classified operators as having low (49.5%), medium (37.9%), and high (12.6%) health risk levels. CONCLUSIONS About half of the sample had medium-to-high health risks and most lacked commercial driving experience. Such information may help employers proactively support new bus operators' health and job success.
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Affiliation(s)
- Ryan Olson
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
- Rocky Mountain Center for Occupational and Environmental Health, University of Utah, Salt Lake City, UT, USA
| | - Stacy A. Stoffregen
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Talya N. Bauer
- School of Business, Portland State University, Portland, OR, USA
| | - Brad Wipfli
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
- School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, USA
| | - W. Kent Anger
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
- School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, USA
| | - Todd Bodner
- Department of Psychology, Portland State University, Portland, OR, USA
| | - Peter Graven
- School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, USA
| | - Andrew W. McHill
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
- School of Nursing, Oregon Health & Science University, Portland, OR, USA
| | - Courtney Donovan
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
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Movva N, Pastula ST, Rege SV, Lewis RJ, Bylsma LC. Scoping Review of Employer-Led Research Using Employee Health Claims Data. Popul Health Manag 2023; 26:341-352. [PMID: 37682577 PMCID: PMC10611962 DOI: 10.1089/pop.2023.0140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023] Open
Abstract
Employers may evaluate employee claims data for various reasons, including assessment of medical insurance and wellness plan efficacy, monitoring employee health trends, and identifying focus areas for wellness measures. The objective of this scoping review (ScR) is to describe the available literature reporting the use, applications, and outcomes of employee health claims data by self-insured employers. The ScR was conducted in a stepwise manner using an established framework: identifying the research question, identifying and selecting relevant studies, charting the data, and collating and reporting results. Literature searches were conducted in PubMed and Embase. Studies of self-insured employee populations that were conducted by the employer/s through May 2022 were identified using predefined criteria. Forty-one studies were included. The majority (90%) were cohort study designs; most employers (51%) were in industries such as aluminum production and health insurance providers. Twenty-four (59%) studies supplemented claims data with other sources such as human resource data to evaluate programs and/or health outcomes. A range of exposures (eg, chronic conditions, wellness program participation) and outcomes (eg, rates or costs of conditions, program effectiveness) were considered. Among the 25 studies that reported on patient confidentiality and privacy, 68% indicated institutional review board approval and 48% reported use of deidentified data. Many self-insured employers have used employee health claims data to gain insights into their employees' needs and health care utilization. These data can be used to identify potential improvements for wellness and other targeted programs to improve employee health and decrease absenteeism.
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Affiliation(s)
- Naimisha Movva
- EpidStrategies, A Division of ToxStrategies, Rockville, Maryland, USA
| | - Susan T. Pastula
- EpidStrategies, A Division of ToxStrategies, Rockville, Maryland, USA
| | - Saumitra V. Rege
- ExxonMobil Biomedical Sciences, Inc. (EMBSI), Annandale, New Jersey, USA
| | - R. Jeffrey Lewis
- Epidemiology Contractor (Retired EMBSI), Lavallette, New Jersey, USA
| | - Lauren C. Bylsma
- EpidStrategies, A Division of ToxStrategies, Rockville, Maryland, USA
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Hammerback K, Kava CM, Passey DG, Hahn J, Huff A, Kohn MJ, Harris JR, Hannon PA. Development and Pilot Test of an Online Training to Engage Managers to Support Workplace Wellness. J Occup Environ Med 2021; 63:794-799. [PMID: 33883530 DOI: 10.1097/jom.0000000000002237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To contribute to a broader understanding of effective implementation strategies to help managers engage employees in workplace wellness. METHODS We beta-tested an online training at four Washington state agencies (two test, two control). We administered a post-training evaluation, re-administered an online manager survey and conducted additional interviews with wellness leads. RESULTS Training participation rate was high. The two test agencies experienced a significant increase in the percentage of managers who: agreed that they received training on employee wellness; agreed their agency's culture supports employee wellness; and encouraged their employees to participate in wellness activities. Approximately 80% of managers who received the training agreed they could apply information learned to support employee wellness. CONCLUSIONS If proven effective, the training could be administered at a low cost and disseminated to improve employee health.
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Affiliation(s)
- Kristen Hammerback
- Health Promotion Research Center, Department of Health Services, School of Public Health, University of Washington, Seattle, Washington (Ms Hammerback, Dr Kava, Ms Kohn, Dr Harris, and Dr Hannon); University of Utah School of Medicine, Division of Epidemiology, Salt Lake City, Utah (Dr Passey); Washington State Department of Enterprise Services, Olympia, Washington (Mr Hahn); Washington State Health Care Authority, Olympia, Washington (Mr Huff)
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Sloan C, Stechuchak KM, Olsen MK, Oddone EZ, Damschroder LJ, Maciejewski ML. Short-Term VA Health Care Expenditures Following a Health Risk Assessment and Coaching Trial. J Gen Intern Med 2020; 35:1452-1457. [PMID: 31898118 PMCID: PMC7210324 DOI: 10.1007/s11606-019-05455-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 09/27/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Short-term health care costs following completion of health risk assessments and coaching programs in the VA have not been assessed. OBJECTIVE To compare VA health care expenditures among veterans who participated in a behavioral intervention trial that randomized patients to complete a HRA followed by health coaching (HRA + coaching) or to complete the HRA without coaching (HRA-alone). DESIGN Four-hundred seventeen veterans at three Veterans Affairs (VA) Medical Centers or Clinics were randomized to HRA + coaching or HRA-alone. Veterans randomized to HRA-alone (n = 209) were encouraged to discuss HRA results with their primary care team, while veterans randomized to HRA + coaching (n = 208) received two brief telephone-delivered health coaching calls. PARTICIPANTS We included 411 veterans with available cost data. MAIN MEASURES Total VA health expenditures 6 months following trial enrollment were estimated using a generalized linear model with a gamma distribution and log link function. In exploratory analysis, model-based recursive partitioning was used to determine whether the intervention effect on short-term costs differed among any patient subgroups. KEY RESULTS Most participants were male (85%); mean age was 56, and mean body mass index was 34. From the generalized linear model, 6-month estimated mean total VA expenditures were similar ($8665 for HRA + coaching vs $9900 for HRA-alone, p = 0.25). In exploratory subgroup analysis, among unemployed veterans with good sleep and fair or poor perceived health, mean observed expenditures in the HRA + coaching group were higher than in the HRA-alone group ($12,814 vs $7971). Among unemployed veterans with good sleep and good general health, mean observed expenditures in the HRA + coaching group were lower than in the HRA-alone group ($5082 vs $11,612). CONCLUSIONS Compared to completing and receiving HRA results, working with health coaches to set actionable health behavior change goals following HRA completion did not reduce short-term health expenditures. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT01828567.
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Affiliation(s)
- Caroline Sloan
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), , Durham Veterans Affairs Health Care System, Durham, NC, USA.,Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA
| | - Karen M Stechuchak
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), , Durham Veterans Affairs Health Care System, Durham, NC, USA
| | - Maren K Olsen
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), , Durham Veterans Affairs Health Care System, Durham, NC, USA.,Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Eugene Z Oddone
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), , Durham Veterans Affairs Health Care System, Durham, NC, USA.,Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA
| | - Laura J Damschroder
- Ann Arbor VA HSR&D/Center for Clinical Management Research, P.O. Box 130170, Ann Arbor, MI, USA.,VA Diabetes QUERI, Ann Arbor, MI, USA
| | - Matthew L Maciejewski
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), , Durham Veterans Affairs Health Care System, Durham, NC, USA. .,Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA. .,Department of Population Health Sciences, Duke University, Durham, NC, USA.
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Association Between Exercise Frequency and Health Care Costs Among Employees at a Large University and Academic Medical Center. J Occup Environ Med 2018; 58:1167-1174. [PMID: 27930473 DOI: 10.1097/jom.0000000000000882] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE The aim of this study was to evaluate the relationship between exercise frequency and health care costs associated with medical and pharmacy claims among a 10-year employee cohort. METHODS The relationship between self-reported exercise (days/week) and health care costs was analyzed with negative binomial regression, using an integrated database involving 32,044 person-years and linking employee demographics, health risk appraisal information, and health insurance claims. RESULTS An association demonstrating exercise frequency lowering health care costs was present in most medical and prescription drug categories and was strongest among employees reporting 2 to 3 and 4 to 5 days/week of exercise. Increased exercise was associated with statistically significant reductions in endocrine disease costs and gastrointestinal prescription drug costs. CONCLUSIONS This cohort demonstrates lower health care costs in employee populations when exercise frequency is increased. Employers may lower modifiable risk factors for chronic disease and reduce health care costs by promoting exercise among their employee population.
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Berlin K, Simpson V, Hyner G. Perception, Interpretation, and Impact of Health Risk Appraisal Feedback: Pilot Studies of an Assessment Tool. Health Promot Pract 2017; 19:94-102. [PMID: 28135858 DOI: 10.1177/1524839916689551] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
One mandate of the Affordable Care Act is continued support of workplace wellness programs. A tool used to encourage behavior change is a health risk appraisal (HRA). However, research indicates there is limited benefit to HRAs unless supported by additional health interventions. The purpose of these two pilot studies was to examine effects of the individual HRA personalized feedback, including the perceived value of the feedback and its influence on behavior change. Six months after completing and receiving HRA personalized feedback, participants in two separate Indiana organizations answered survey questions about the HRA value, motivational influence, and ability to prompt behavior change. Descriptive statistics, chi-square tests, analyses of variance, and factor analysis were used to analyze the influence of various factors and test the relationship between HRA generated feedback and these characteristics. The majority of respondents indicated the HRA was helpful with 69% (Study 1, n = 51) and 63% (Study 2, n = 116) of the respondents reporting an attempted behavior change. Preliminary results indicate that completion of an HRA with feedback alone may be beneficial in prompting behavior change.
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A 3-Year Assessment of the Effects of a Self-Administered Health Risk Assessment on Health Care Utilization, Costs, and Health Risks. J Occup Environ Med 2014; 56:1284-90. [DOI: 10.1097/jom.0000000000000348] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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