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

Thien Mac, Valerie Vi; Hertzberg, Vicki; McCauley, Linda A.

Back to Previous Page

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

Published Date:

Feb 2019

Source:

J Occup Environ Med. 61(2):107-114

Language:

English

[PDF-696.72 KB]

Details:

Alternative Title:

J Occup Environ Med

Personal Author:

Thien Mac, Valerie Vi ; Hertzberg, Vicki ; McCauley, Linda A. ;

Description:

This study was designed to examine the associations between regional weather data and agricultural worksite temperatures in Florida.|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.|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.|Regional weather data have the potential to provide estimations of worksite environmental conditions allowing employers to quickly implement strategies to protect workers.

Subject:

[+]

Pubmed ID:

30335678

Pubmed Central ID:

PMC6367045

Document Type:

Journal Article

Funding:

R01 OH010657/OH/NIOSH CDC HHS/United States ; T32 NR012715/NR/NINR NIH HHS/United States ;

Collection(s):

CDC Public Access

Main Document Checksum:

[+]

File Type:

Supporting Files:

	nihms-1509457-f0005.gif	image/gif
	nihms-1509457-f0005.jpg	image/jpeg
	nihms-1509457-f0006.gif	image/gif
	nihms-1509457-f0006.jpg	image/jpeg
	nihms-1509457-f0007.gif	image/gif
	nihms-1509457-f0007.jpg	image/jpeg
	nihms-1509457.nxml	text/xml
	nihms-1509457-f0001.gif	image/gif
	nihms-1509457-f0001.jpg	image/jpeg
	nihms-1509457-f0002.gif	image/gif
	nihms-1509457-f0002.jpg	image/jpeg
	nihms-1509457-f0003.gif	image/gif
	nihms-1509457-f0003.jpg	image/jpeg
	nihms-1509457-f0004.gif	image/gif
	nihms-1509457-f0004.jpg	image/jpeg

No Related Documents.

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

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

You May Also Like:

Have Questions?

CDC INFORMATION

CONNECT WITH CDC