A PHP Error was encountered

Severity: Warning

Message: file_get_contents(https://...@gmail.com&api_key=61f08fa0b96a73de8c900d749fcb997acc09): Failed to open stream: HTTP request failed! HTTP/1.1 429 Too Many Requests

Filename: helpers/my_audit_helper.php

Line Number: 143

Backtrace:

File: /var/www/html/application/helpers/my_audit_helper.php
Line: 143
Function: file_get_contents

File: /var/www/html/application/helpers/my_audit_helper.php
Line: 209
Function: simplexml_load_file_from_url

File: /var/www/html/application/helpers/my_audit_helper.php
Line: 3098
Function: getPubMedXML

File: /var/www/html/application/controllers/Detail.php
Line: 574
Function: pubMedSearch_Global

File: /var/www/html/application/controllers/Detail.php
Line: 488
Function: pubMedGetRelatedKeyword

File: /var/www/html/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: Attempt to read property "Count" on bool

Filename: helpers/my_audit_helper.php

Line Number: 3100

Backtrace:

File: /var/www/html/application/helpers/my_audit_helper.php
Line: 3100
Function: _error_handler

File: /var/www/html/application/controllers/Detail.php
Line: 574
Function: pubMedSearch_Global

File: /var/www/html/application/controllers/Detail.php
Line: 488
Function: pubMedGetRelatedKeyword

File: /var/www/html/index.php
Line: 316
Function: require_once

Lagging or leading? Exploring the temporal relationship among lagging indicators in mining establishments 2006-2017. | LitMetric

Lagging or leading? Exploring the temporal relationship among lagging indicators in mining establishments 2006-2017.

J Safety Res

National Personal Protective Technology Laboratory of the National Institute for Occupational Safety and Health, U.S. Centers for Disease Control and Prevention, Pittsburgh, PA, USA.

Published: September 2020

AI Article Synopsis

  • - The study explores the relationship between safety management indicators, highlighting that traditional classifications of key performance indicators (KPIs) as either leading or lagging may be too rigid, as they can share characteristics of both types.
  • - Using data from nearly 25,000 mining establishments over 12 years, the research found that reported injuries and near misses were predictive of future fatal incidents, and that fatal events could also lead to increased reporting of near misses.
  • - These findings suggest a cyclical relationship between different safety indicators, emphasizing the need to reconsider how organizations manage safety metrics to potentially predict and prevent future incidents effectively.

Article Abstract

Problem: Safety management literature generally categorizes key performance indicators (KPIs) as either leading or lagging. Traditional lagging indicators are measures related to negative safety incidents, such as injuries, while leading indicators are used to predict (and therefore can be used to prevent) the likelihood of future negative safety incidents. Recent theory suggests that traditional lagging indicators also possess characteristics of leading indicators, and vice versa, however empirical evidence is limited.

Method: The current research investigated the temporal relationships among establishment-level injuries, near misses, and fatal events using injury and employment data from a sample of 24,910 mining establishments over a 12-year period.

Results: While controlling for employee hours worked, establishment-level reported injuries and near misses were associated with of future fatal events across the sample of mines and over the time period studied. Fatal events were also associated with increases in future reported near misses, providing evidence of a cyclic relationship between them.

Discussion: These findings challenge the strict categorization of injuries, near misses, and fatal events as lagging indicators. Practical applications: Understanding the KPIs that should be used to manage organizational safety, and how they can be used, is of critical practical importance. The results of the current study suggest that, depending on several considerations, metrics tied to negative safety incidents may be used to anticipate, and possibly prevent, future negative safety events.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9877915PMC
http://dx.doi.org/10.1016/j.jsr.2020.06.018DOI Listing

Publication Analysis

Top Keywords

lagging indicators
16
negative safety
16
fatal events
16
safety incidents
12
injuries misses
12
mining establishments
8
traditional lagging
8
leading indicators
8
future negative
8
misses fatal
8

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!

A PHP Error was encountered

Severity: Notice

Message: fwrite(): Write of 34 bytes failed with errno=28 No space left on device

Filename: drivers/Session_files_driver.php

Line Number: 272

Backtrace:

A PHP Error was encountered

Severity: Warning

Message: session_write_close(): Failed to write session data using user defined save handler. (session.save_path: /var/lib/php/sessions)

Filename: Unknown

Line Number: 0

Backtrace: