Výsledky vyhledávání - "David C, Robins"

The Impact of a State-Based Workers’ Compensation Insurer’s Risk Control Services on Employer Claim Frequency and Cost Rates

Autor: Steven J, Wurzelbacher, Stephen J, Bertke, Michael P, Lampl, P Timothy, Bushnell, David C, Robins, Steven J, Naber, Libby L, Moore

Publikováno v: J Occup Environ Med

This study evaluated the impact of a state workers’ compensation (WC) insurer’s onsite risk control (RC) services on insured employers’ WC claim frequency and cost. METHODS: We used two methods to model 2004 to 2017 claims data from 4606 employ

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b8f2370ac929fb8a52e6936be97d238c
https://doi.org/10.1097/jom.0000000000002508

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Workers’ compensation claim counts and rates by injury event/exposure among state-insured private employers in Ohio, 2007–2017

Autor: Alysha R. Meyers, Steven J. Naber, P. Timothy Bushnell, Steven J. Wurzelbacher, Stephen J. Bertke, Chih-Yu Tseng, David C. Robins, Michael P. Lampl

Publikováno v: J Safety Res

Introduction: This study analyzed workers’ compensation (WC) claims among private employers insured by the Ohio state-based WC carrier to identify high-risk industries by detailed cause of injury. Methods: A machine learning algorithm was used to c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb7102966c5211ec4e4083c62204d169
https://doi.org/10.1016/j.jsr.2021.08.015

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Robust clinical marker identification for diabetic kidney disease with ensemble feature selection

Autor: Xing Song, David C. Robins, Lemuel R. Waitman, Mei Liu, Yong Hu, Alan S.L. Yu

Publikováno v: J Am Med Inform Assoc

ObjectiveDiabetic kidney disease (DKD) is one of the most frequent complications in diabetes associated with substantial morbidity and mortality. To accelerate DKD risk factor discovery, we present an ensemble feature selection approach to identify a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fe014a7aa0b39981e5719e6e55313201
https://doi.org/10.1093/jamia/ocy165

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Development of methods for using workers’ compensation data for surveillance and prevention of occupational injuries among State-insured private employers in Ohio

Autor: Alysha R. Meyers, Steven J. Wurzelbacher, Chia Wei, Teresa M. Schnorr, Jill A. Raudabaugh, P. Timothy Bushnell, Stephen J. Bertke, Thomas M. Haviland, Michael P. Lampl, Chih-Yu Tseng, Ibraheem S. Al-Tarawneh, David C. Robins

Publikováno v: American Journal of Industrial Medicine. 59:1087-1104

Background Workers’ compensation (WC) claims data may be useful for identifying high-risk industries and developing prevention strategies. Methods WC claims data from private-industry employers insured by the Ohio state-based workers’ compensatio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9b889be057533f70382b6c343bb12e4c
https://doi.org/10.1002/ajim.22653

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Comparison of methods for auto-coding causation of injury narratives

Autor: Steven J. Wurzelbacher, Alysha R. Meyers, David C. Robins, A. Measure, Stephen J. Bertke, Michael P. Lampl

Publikováno v: Accident Analysis & Prevention. 88:117-123

Manually reading free-text narratives in large databases to identify the cause of an injury can be very time consuming and recently, there has been much work in automating this process. In particular, the variations of the naïve Bayes model have bee

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1fb85469d2eb484e45b5e706e09e72ac
https://doi.org/10.1016/j.aap.2015.12.006

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Workers' compensation injury claims among workers in the private ambulance services industry-Ohio, 2001-2011

Autor: P. Timothy Bushnell, Steven J. Wurzelbacher, Chia Wei, Stephen J. Bertke, David C. Robins, Audrey A. Reichard, Michael P. Lampl, Chih-Yu Tseng, Ibraheem S. Al-Tarawneh, Alysha R. Meyers, Srinivas Konda

Publikováno v: American journal of industrial medicine. 61(12)

BACKGROUND Ambulance service workers frequently transfer and transport patients. These tasks involve occupational injury risks such as heavy lifting, awkward postures, and frequent motor vehicle travel. METHODS We examined Ohio workers' compensation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b9e136e0900414692ddad2ea6bd77114
https://pubmed.ncbi.nlm.nih.gov/30417397

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The effectiveness of insurer-supported safety and health engineering controls in reducing workers' compensation claims and costs

Autor: Ibraheem S. Al-Tarawneh, P. Timothy Bushnell, Alysha R. Meyers, Stephen J. Bertke, Steven J. Wurzelbacher, Michael P. Lampl, David C. Robins

Publikováno v: American Journal of Industrial Medicine. 57:1398-1412

Background This study evaluated the effectiveness of a program in which a workers' compensation (WC) insurer provided matching funds to insured employers to implement safety/health engineering controls. Methods Pre- and post-intervention WC metrics w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::65df7ece6512bc89a6d81783fced6172
https://doi.org/10.1002/ajim.22372

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Development of methods for using workers' compensation data for surveillance and prevention of occupational injuries among State-insured private employers in Ohio

Autor: Steven J, Wurzelbacher, Ibraheem S, Al-Tarawneh, Alysha R, Meyers, P Timothy, Bushnell, Michael P, Lampl, David C, Robins, Chih-Yu, Tseng, Chia, Wei, Stephen J, Bertke, Jill A, Raudabaugh, Thomas M, Haviland, Teresa M, Schnorr

Publikováno v: American journal of industrial medicine. 59(12)

Workers' compensation (WC) claims data may be useful for identifying high-risk industries and developing prevention strategies.WC claims data from private-industry employers insured by the Ohio state-based workers' compensation carrier from 2001 to 2

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::28cdbc52e98714487fadb48ef2d2ec3a
https://pubmed.ncbi.nlm.nih.gov/27667651

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Development and evaluation of a Naïve Bayesian model for coding causation of workers’ compensation claims☆

Autor: Alysha R. Meyers, Steven J. Wurzelbacher, Jennifer L. Bell, Stephen J. Bertke, David C. Robins, M.L. Lampl

Tracking and trending rates of injuries and illnesses classified as musculoskeletal disorders caused by ergonomic risk factors such as overexertion and repetitive motion (MSDs) and slips, trips, or falls (STFs) in different industry sectors is of hig

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d88bd61b7a9e3c645070bebcda713abe
https://europepmc.org/articles/PMC4550086/

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