The Evolution of Environmental Reporting in the Petroleum Industry in Canada
Bibliographic record
Abstract
Abstract The concern about environmental impacts has increased over the past several years. Pressures from various stakeholder groups have pushed petroleum companies to higher standards. While many companies have improved their environmental performance, few have yet to provide adequate communications as to their environmental impacts. With more institutions, recognizing the impact that environmental performance has on economic performance, it is essential that the industry communicate what it is doing environmentally. Such communication will ensure that informed decisions are made by both the industry and its stakeholders. SOCIETAL CONTRACTS AND LEGITIMIZATION Contemporary thinking regards business as a subset of society. Society grants corporations the freedom to manage a significant portion of its scarce resources and gives corporations certain rights through the granting of an implicit charter. With corporate rights come corporate responsibilities, one of which is to produce not only adequate economic output but also environmentally and socially acceptable output. Society needs evidence to form a basis for a decision for renewal of the corporate charter. If the corporation does not provide that evidence, society must use other, perhaps incomplete, sources. If corporate disclosure is constant and credible, it not only lends support for renewal of the corporate charter and survival of the corporation but it can also ward off government legislation or other negative activities that may act as road blocks in the enterprise's attempt to accomplish its objectives. To legitimize itself the corporation must understand society's expectations and communicate, as well as partake in, behavior that is consistent with society's definition of legitimate enterprise of the 2000s. Based on the work of Blau and Scott1, Eells2, and Zenisek3, Figure 1 depicts a model of a sustainable corporation, one that fits with the ever-evolving demands and expectations of society. The model suggests that three dimensions must remain congruent:the corporation's ideology;the corporation's behaviors; and society's demands and expectations. If a gap exists between any of these dimensions, a corporation will not be perceived as legitimate by society and is thereby deemed to be unsustainable. COMMUNICATION'S ROLE IN THE PROCESS The petroleum industry became shockingly aware of the importance of communication in the legitimization process at the time of the Exxon Valdez oil spill. Exxon as well as the other Alyeska members were concerned about the potential of increased regulation of the industry due to the public outcry of dissatisfaction with the industry's performance. Therefore, Exxon and the Alyeska members attempted to legitimize themselves through increased environmental disclosures in their annual reports4. Environmental reporting has evolved from statements or short sections of qualitative discussion in annual reports to stand-alone documents (both hard copy and electronic). The first-stand alone documents were green glossies and newsletters. Now, progressive corporations link their environmental reporting to their environmental management systems, and regard reporting an important "learning" process in improving environmental performance. However, the evolution continues toward sustainability, recognizing the integration of economic, environmental, and social activities. DRIVING FORCES Most early attempts at environmental communication were driven by concern about incongruencies in the sustainability model (Figure 1).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.036 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.008 | 0.014 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".