Evaluation Of Contractor HSE Performance Based On Lagging Indicators: Is There A Better Way?
Bibliographic record
Abstract
Evaluation Of Contractor HSE Performance Based On Lagging Indicators: Is There A Better Way? Tom Knode; Tom Knode Halliburton Search for other works by this author on: This Site Google Scholar Pat Cook Pat Cook Halliburton 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-86655-MS https://doi.org/10.2118/86655-MS Published: March 29 2004 Cite View This Citation Add to Citation Manager Share Icon Share Twitter LinkedIn Get Permissions Search Site Citation Knode, Tom, and Pat Cook. "Evaluation Of Contractor HSE Performance Based On Lagging Indicators: Is There A Better Way?." 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/10.2118/86655-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search nav search search input Search input auto suggest search filter All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE International Conference and Exhibition on Health, Safety, Environment, and Sustainability Search Advanced Search AbstractTremendous improvement has been made in the safety performance of the upstream exploration and production activities of our industry in the recent past. The oversight of contractor performance by the operators as well as advancement in technology risk management and hazard awareness are all key elements of this success. The results mean we have a safer work environment and a continuation of our license to operate.However, one of the recent trends in contractor oversight by operators has been the delegation of the HSE performance evaluation from the HSE function to Procurement. Although this migration incorporates HSE into the business (which is always welcome) it may have negative consequences based on knowledge and competency of the issues. In question is the process of assessing the safety performance of contractors without understanding of the risk profile. Another concern is the assumption the method of collection of inputs is comparable since injury rates are derived using a common formula. This can put stress on a system that is not necessarily absolute.A better method of evaluating HSE performance would be to include a balance of leading and lagging indicators as well as an investigation of the policies and programs that lead to the overall performance of the contractor. With a more comprehensive evaluation, there will be a better understanding of relative performance of the contractors including their weaknesses and strengths. A more comprehensive evaluation will also place less stress on the lagging indicator measurement system.IntroductionThe noticeable improvement in overall safety performance of the upstream exploration and production manifests itself in decreasing injury rates1,2. Driving improvement are technological advances, better identification and management of risk, and safety management systems; along with the increasing oversight and expectations of operators for the contractor community. This oversight is critical for operators as the contractors represent a majority of the workforce exposed to the risk of daily operations and therefore affect the safety performance of the operator3,4,5.As attitudes towards the management of safety have evolved from acceptance of the risk, to concern over performance to active management, oversight programs have evolved as well. During the incipient phases of active management, the HSE function within operators typically oversaw creation of the evaluation methods. These evaluations can, and in some cases did, become more sophisticated5. Contractor performance, in these situations, was measured against a standard, and when the lagging indicators were above pre-determined limits the contractor had to implement improvement plans or other measures to be eligible for work3.Guidance for assessing vendors from industry groups6 and the participation by a wider variety of operators indicate that the process and necessity for evaluating contractors is well established. Another indication that the process is widely accepted is the integration of evaluation into the standard business practices of vendor management within the procurement function. This transition means that the evaluation of performance has become just one of the key elements in routine contracting of work.New Directions and Emerging IssuesAs the procurement functions begin to take over the role of evaluating contractors, and the overall increased focus on measures, several issues begin to emerge. The first issue is the pressure put on the gathering and reporting of performance measures by contractors as well as full understanding of the meaning of the numbers. Secondly, many companies have overlapping or redundant evaluations of contractors at global, regional and local levels. This redundancy occupies resources and is very inefficient for both organizations. Keywords: spe international conference, contractor 2sig-2 standard deviation, evaluation, contractor, operator, hsse reporting, rir-recordable injury illness rate, safety, society of petroleum engineers, procedure Subjects: HSSE & Social Responsibility Management, Safety, HSSE reporting 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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".