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Record W1581120436

Corporate responsibility reporting of the largest forest industry companies in North America

2009· article· en· W1581120436 on OpenAlexaboutno aff
Ning Li

Bibliographic record

VenueTyöväentutkimus Vuosikirja · 2009
Typearticle
Languageen
FieldEnvironmental Science
TopicForest Management and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsForest industryBusinessAccountingCorporate social responsibilityForestryPublic relationsGeographyPolitical science
DOInot available

Abstract

fetched live from OpenAlex

This exploratory study aims to analyze the CR reporting by eleven largest forest products companies in North America. Both annual reports and sustainability reports produced in year 2006 by eleven largest forest products companies in North America were chosen for this very study. To ensure the comparability of the results, the study adopts the similar variables in operationalizations by Routto (2008), who studied the CR reporting of European forest products companies. The methodology applied in the study is content analysis. Mean, T-test and One-way Anova analysis were used in data analysis. Though all the three pillars of CR (economic, environmental, and social) were covered in their CR reporting, the North American companies seem to give more weight to Social Focus, followed by Economic Focus and Environmental Focus respectively, whereas the largest European companies considered Environmental Focus as the most important area, Social Focus the second, whereas Economic Focus was least emphasized. A number of notable differences and similarities between the European companies and the North American companies towards CR reporting were also identified. For example, the North American companies obviously seek for more efforts to co-operate with interest groups and business partners to ensure responsible actions than the European companies. The European companies emphasize energy consumption more frequently than the North American companies. Neither the European companies nor the North American companies perceived environmental welfare at the expense of corporate profits an important element concerning Economic Focus. It would be interesting to note that neither the European companies nor the North American companies considered shareholders, NGOs and forest owners as primary target audience groups in their CR reporting, since the communication benefits were not frequently mentioned for these stakeholder groups. The study also observes some variation of CR practices within a common industrial and cultural environment. The results suggest that the US companies seem to particularly emphasize a number of issues more than the Canadian companies, namely: 1) Business behavior, 2) Social principles & guidelines, 3) Internal communication, 4) Social focus, 5) External communication, and 6) Audience. No significant difference was found concerning Social & ethical accounting and Economic focus between the US companies and the Canadian companies. Sector of Integrated forest products placed notably much more weight on Social & ethical accounting than Sectors of Consumer products and Sector of Pulp & paper & packaging in this study, whereas no other significant difference was indicated by the pair-wise comparison of means between Sector and the nine summative variables respectively. In addition, sustainability reports seem to have much clear focus on environmental-related issues than annual reports, whereas issues concerning Social Focus and External Communication received more attention in annual reports than in sustainability reports. No further significant difference was suggested between Type of report and the nine summative variables in this study. In short, the comparison between the reports by North American companies and those by the European companies showed some regional variations in CR reporting. These regional characteristics include 1) the emphasis on Social Focus by North American companies, and Environmental Focus by European companies, 2) the emphasis on partnership by North American companies, and workplace safety by European companies, 3) the emphasis on employees’ benefits by North American companies, and customers’ benefits by European companies, 4) the emphasis on commitment of top management to CR by North American companies, and existence of CR policy statements by European companies, 5) the emphasis on recycled raw materials by North American companies, and energy consumption by European companies, and 6) the emphasis on profitability by North American companies, and investing to socially/environmentally responsible targets by European companies. Such differences could also be argued to be related to the different institutional arrangements in the regions. The comparison between different sectors suggests that, Sector of Integrated forest products emphasized Social & Ethical Accounting more than Sector of Consumer products and Sector of Pulp & paper & packaging, whereas Sector of Consumer products paid more attention to Economic Focus issues than the other two sectors. The results also suggests that, sustainability reports emphasized Environmental Focus more than annual reports, whereas annual reports clearly focused on Social Focus and External Communication more than sustainability reports.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.713

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.261
Teacher spread0.229 · 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 designObservational
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".

Quick stats

Citations1
Published2009
Admission routes1
Has abstractyes

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