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Record W4240347450 · doi:10.2523/86771-ms

An Emerging Approach to HSE Certifications and Verifications: A Behaviors- and Outcomes-focused Approach

2004· article· en· W4240347450 on OpenAlexaboutno aff
Kraus Brian, Jimenez Roberto, Goodwin Max

Bibliographic record

VenueProceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production · 2004
Typearticle
Languageen
FieldNursing
TopicHealthcare Education and Workforce Issues
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationComputer scienceReliability engineeringEngineeringPolitical science

Abstract

fetched live from OpenAlex

An Emerging Approach to HSE Certifications and Verifications: A Behaviors- and Outcomes-focused Approach Brian Kraus; Brian Kraus ERM Certification and Verification Services Search for other works by this author on: This Site Google Scholar Roberto Jimenez; Roberto Jimenez ERM Certification and Verification Services Search for other works by this author on: This Site Google Scholar Max Goodwin Max Goodwin ERM Certification and Verification Services Search for other works by this author on: This Site Google Scholar Paper presented at the SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production, Calgary, Alberta, Canada, March 2004. Paper Number: SPE-86771-MS https://doi.org/10.2118/86771-MS Published: March 29 2004 Cite View This Citation Add to Citation Manager Share Icon Share Twitter LinkedIn Get Permissions Search Site Citation Kraus, Brian, Jimenez, Roberto, and Max Goodwin. "An Emerging Approach to HSE Certifications and Verifications: A Behaviors- and Outcomes-focused Approach." Paper presented at the SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production, Calgary, Alberta, Canada, March 2004. doi: https://doi.org/10.2118/86771-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE International Conference and Exhibition on Health, Safety, Environment, and Sustainability Search Advanced Search AbstractOil and gas companies are under increasing pressure from external parties to deliver on stated HSE commitments and performance objectives. Many of them are also being compelled to obtain HSE-related certifications (e.g., ISO 140011, OHSAS 180012, RCMS3, EMAS4). These developments and others have fueled a sharp growth in the area of independent (third-party) certification and verification activities at petroleum industry facilities.The movement towards obtaining external certifications and conducting verification activities is providing HSE managers in the industry with either 'nightmare' scenarios (more paperwork, dealing with auditors that don't understand the business, etc.) or with tremendous opportunities to improve performance and further integrate HSE into the business.Whilst this paper will not focus on the 'benefits' of obtaining external certification and/or conducting verification activities per se, most of these will become self-evident through the course of the discussion. Moreover, the paper will focus on comparing two very different approaches that are emerging in the oil and gas industry to address these developments in HSE third-party certifications.This paper will argue that one approach, the 'traditional' (quality management system) approach to HSE certification events, is fundamentally flawed because it drives organizations to focus on maintaining a body of documentation and bureaucracy, which is not consistent with the way that oil and gas companies work. This paper will then discuss an alternative approach to third-party certification that is emerging at oil and gas industry facilities: one that focuses on evaluating and driving HSE performance.Additionally, this paper will provide a brief case study related to the HSE performance of sites that have external certifications and conduct verification activities. It will illustrate the results obtained by oil & gas operations that have adopted the alternative approach over the traditional approach.Exponential Growth of HSE Management Systems CertificationIt has been over ten years since BS77505 was introduced, embodying the concept of implementing, auditing, and certifying environmental management systems. Today, there is a tremendous amount of activity within this aspect of HSE management all around the world.In a recent report6, the International Organization for Standardization (ISO) states that up to the end of 2002, at least 49,462 ISO 14001 certificates had been issued in 118 countries, an increase of 12,697 certificates (+34%) over the end of 2001 when the total stood at 36,765 in 112 countries. Keywords: us government, institute, upstream oil & gas, management system, compliance, hsse audit and certification, iso 14001, effectiveness, health, operation Subjects: HSSE & Social Responsibility Management, HSSE audit and certification This content is only available via PDF. 2004. Society of Petroleum Engineers You can access this article if you purchase or spend a download.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.938
Threshold uncertainty score0.686

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.095
GPT teacher head0.344
Teacher spread0.249 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2004
Admission routes1
Has abstractyes

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