Literature DB >> 30335678

Examining Agricultural Workplace Micro and Macroclimate Data Using Decision Tree Analysis to Determine Heat Illness Risk.

Valerie Vi Thien Mac1, Vicki Hertzberg, Linda A McCauley.   

Abstract

OBJECTIVE: This study was designed to examine the associations between regional weather data and agricultural worksite temperatures in Florida.
METHODS: Florida farmworkers (n = 105) were each monitored using iButton technology paired with simultaneous data from regional weather stations. Conditional inference tree models were developed for (1) regional environmental temperatures and iButton (worksite) temperatures, and (2) regional heat index (HI) and iButton HI.
RESULTS: Worksite temperatures were partitioned by regional temperature at the primary node of 29.1°C. Worksite HI was partitioned at nodes of 33.0°C, 36.0°C, 37.0°C, and 40.0°C. The nodes at 33.0°C and 40.0°C mirror the National Weather Service's category entry points for "extreme caution" and "danger" regarding the risk of developing heat-related illness.
CONCLUSION: Regional weather data have the potential to provide estimations of worksite environmental conditions allowing employers to quickly implement strategies to protect workers.

Entities:  

Mesh:

Year:  2019        PMID: 30335678      PMCID: PMC6367045          DOI: 10.1097/JOM.0000000000001484

Source DB:  PubMed          Journal:  J Occup Environ Med        ISSN: 1076-2752            Impact factor:   2.162


  19 in total

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Authors:  Eric Hansen; Martin Donohoe
Journal:  J Health Care Poor Underserved       Date:  2003-05

2.  Female farmworkers' perceptions of pesticide exposure and pregnancy health.

Authors:  Joan Flocks; Maureen Kelley; Jeannie Economos; Linda McCauley
Journal:  J Immigr Minor Health       Date:  2012-08

3.  Estimation of the risks of thermal stress due to the microclimate for manual fruit and vegetable harvesters in central Italy.

Authors:  M Cecchini; A Colantoni; R Massantini; D Monarca
Journal:  J Agric Saf Health       Date:  2010-07

Review 4.  Piece rates and their effects on health and safety - a literature review.

Authors:  Bo Johansson; Kjell Rask; Magnus Stenberg
Journal:  Appl Ergon       Date:  2010-01-27       Impact factor: 3.661

5.  Public health impact of heat-related illness among migrant farmworkers.

Authors:  Nancy L Fleischer; Hope M Tiesman; Jeri Sumitani; Terry Mize; Kumar Kartik Amarnath; A Rana Bayakly; Matthew W Murphy
Journal:  Am J Prev Med       Date:  2013-03       Impact factor: 5.043

Review 6.  Preventing heat-related illness among agricultural workers.

Authors:  Larry L Jackson; Howard R Rosenberg
Journal:  J Agromedicine       Date:  2010-07       Impact factor: 1.675

Review 7.  Overcoming language and literacy barriers in safety and health training of agricultural workers.

Authors:  Thomas A Arcury; Jorge M Estrada; Sara A Quandt
Journal:  J Agromedicine       Date:  2010-07       Impact factor: 1.675

8.  Occupational conditions and well-being of indigenous farmworkers.

Authors:  Stephanie Farquhar; Nargess Shadbeh; Julie Samples; Santiago Ventura; Nancy Goff
Journal:  Am J Public Health       Date:  2008-09-17       Impact factor: 9.308

Review 9.  Studying health outcomes in farmworker populations exposed to pesticides.

Authors:  Linda A McCauley; W Kent Anger; Matthew Keifer; Rick Langley; Mark G Robson; Diane Rohlman
Journal:  Environ Health Perspect       Date:  2006-06       Impact factor: 9.031

10.  Implementing a community-based social marketing project to improve agricultural worker health.

Authors:  J Flocks; L Clarke; S Albrecht; C Bryant; P Monaghan; H Baker
Journal:  Environ Health Perspect       Date:  2001-06       Impact factor: 9.031

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  5 in total

1.  Estimating Occupational Heat Exposure From Personal Sampling of Public Works Employees in Birmingham, Alabama.

Authors:  Suwei Wang; Molly B Richardson; Connor Y H Wu; Carly D Cholewa; Claudiu T Lungu; Benjamin F Zaitchik; Julia M Gohlke
Journal:  J Occup Environ Med       Date:  2019-06       Impact factor: 2.162

2.  Knowledge and Practices to Avoid Heat-Related Illness among Hispanic Farmworkers along the Florida-Georgia Line.

Authors:  John S Luque; Alan Becker; Brian H Bossak; Joseph G Grzywacz; Jose Antonio Tovar-Aguilar; Yian Guo
Journal:  J Agromedicine       Date:  2019-09-23       Impact factor: 1.675

3.  Characterization of heat index experienced by individuals residing in urban and rural settings.

Authors:  Suwei Wang; Connor Y H Wu; Molly B Richardson; Benjamin F Zaitchik; Julia M Gohlke
Journal:  J Expo Sci Environ Epidemiol       Date:  2021-02-18       Impact factor: 5.563

4.  Climate Change Adaptation: Prehospital Data Facilitate the Detection of Acute Heat Illness in India.

Authors:  Nikhil Ranadive; Jayraj Desai; L M Sathish; Kim Knowlton; Priya Dutta; Parthasarathi Ganguly; Abhiyant Tiwari; Anjali Jaiswal; Tejas Shah; Bhavin Solanki; Dileep Mavalankar; Jeremy J Hess
Journal:  West J Emerg Med       Date:  2021-03-24

Review 5.  Occupational heat exposure and the risk of chronic kidney disease of nontraditional origin in the United States.

Authors:  Christopher L Chapman; Hayden W Hess; Rebekah A I Lucas; Jason Glaser; Rajiv Saran; Jennifer Bragg-Gresham; David H Wegman; Erik Hansson; Christopher T Minson; Zachary J Schlader
Journal:  Am J Physiol Regul Integr Comp Physiol       Date:  2021-06-23       Impact factor: 3.210

  5 in total

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