Evidence map›Paper›PMID 40085420›Full record

ArticleAmbio2025

Strategic environment analysis for Arctic collaborative governance based on data-driven triple bottom line perspective.

Xiaoxue Ma, Jianqi Zhang, Wanyi Deng, Weiliang Qiao

Abstract read
In one paragraph

Article in Ambio, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Xiaoxue MaPublic Administration and Humanities College, Dalian Maritime University, Dalian, 116026, China.
Jianqi ZhangSchool of Maritime Economics and Management, Dalian Maritime University, Dalian, 116026, China.
Wanyi DengSchool of Maritime Economics and Management, Dalian Maritime University, Dalian, 116026, China.
Weiliang QiaoMarine Engineering College, Dalian Maritime University, Dalian, 116026, China. xiaoqiao_fang@dlmu.edu.cn.ORCID http://orcid.org/0000-0001-7575-4518

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Collaborative governance is essential to address complex Arctic issues beyond the capacity of any single country. The strategic environment analysis is critical to promote collaborative governance. This study quantitatively analyzes the strategic environment for Arctic collaborative governance using a data-driven approach from a triple bottom line perspective. Nineteen evaluation indicators were determined, covering economic, environmental, and social aspects. The Arctic Council members and affiliates (21 countries) collected data associated with these indicators during 2012-2021 and analyzed by the Euclidean distance and grey correlation-based technique for order preference by similarity to an ideal solution model to obtain the performance values of these countries. Results indicate the correlations among the three aspects are weak, suggesting room for integrative development. In addition, the high correlation coefficients of performance across these aspects among the countries indicate the great potential for Arctic collaborative governance, which may be limited by geopolitical factors.

Indexed as

Conservation of Natural ResourcesCooperative BehaviorInternational CooperationArctic RegionsArctic issuesCollaborative governanceData drivenStrategic environment analysisTriple bottom line

Identifiers

PMID40085420
PMCPMC12307820

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.