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Leading for Sustainability: Exploring the Foundations and Outcomes of Environmental Leadership

2025· article· en· W4416000968 on OpenAlexaff
Annie Steep, Kathryne E. Dupré, Shawn Kenny

Bibliographic record

VenueAcademy of Management Proceedings · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsCarleton UniversityUniversity of Calgary
Fundersnot available
KeywordsSustainabilityOpenness to experienceSustainability organizationsLeadership styleOrganizational citizenship behaviorClimate changeAffect (linguistics)Organisation climate

Abstract

fetched live from OpenAlex

Climate change and environmental sustainability are widespread challenges, driven in part by organizational activities and corporate practices (e.g., Steg, 2023). Recognizing their role in addressing these issues, many organizations have integrated sustainability initiatives into their practices, policies and procedures. The success of these initiatives depends on employees’ actions, who can shape organizational initiatives and inspire pro-environmental behaviors. As a result, research has examined factors influencing employees’ pro-environmental behaviors, such as personality traits, values, and organizational norms. However, a gap remains in understanding what drives environmental leadership among workplace leaders. This gap is important because leaders can affect the factors and conditions that influence climate change and sustainability through their vision, values, decisions, behaviors, resource allocation, and their role in advancing other related initiatives (see Karamally & Robertson, 2023). In this study, we present findings from a survey of 206 leaders, examining the personal, social and organizational correlates of environmental leadership. The results show that leaders’ engagement in environmental leadership behaviors was positively associated with parenthood, openness to experience, environmental passion, and engagement in pro-environmental citizenship behaviors. These results highlight several areas for future research, including the role of parenthood in leadership, and the influence of role models in shaping environmental leadership. Additionally, understanding how different leadership styles may influence climate change and sustainability is important, as different approaches may lead to different outcomes.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.003
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.046
GPT teacher head0.270
Teacher spread0.224 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2025
Admission routes1
Has abstractyes

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