気候変動受容を超えて：ヨーロッパにおける環境価値・懸念・責任の潜在プロファイル
Beyond Climate Change Acceptance: Latent Profiles of Environmental Values, Concern and Responsibility in Europe (原題)
Uğur Arcagök
🤖 gxceed AI 要約
日本語
欧州社会調査（ESS）第11ラウンドの30カ国・約4.4万人データを用い、気候変動認知・個人責任感・環境価値志向に基づく潜在クラス分析を実施。気候変動への懸念と責任感の程度が異なる3つの潜在プロファイルを同定し、性別・年齢・学歴が所属クラスと有意に関連することを示した。変数中心ではなく個人中心のアプローチにより、気候関連態度の異質性を可視化した点が貢献。
English
Using ESS Round 11 data (44,338 respondents, 30 countries), this study applies Latent Class Analysis to climate change perceptions, personal responsibility, and environmental values. It identifies three latent profiles with graded differences in concern and responsibility, and shows gender, age, and education significantly predict profile membership. The person-centered approach reveals substantial heterogeneity in climate attitudes across Europe.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本企業・政策にとって直接の開示制度論ではないが、気候変動に対する市民・消費者・従業員の態度が一様でないことを示す。SSBJ対応やTCFD開示の前提となるステークホルダー認識の多様性を理解する基礎資料として、国内世論調査や従業員エンゲージメント設計の参照になり得る。
In the global GX context
While not a disclosure-framework paper, it contributes to global GX scholarship by quantifying heterogeneity in public climate attitudes across 30 countries. This matters for ISSB/CSRD-era assumptions about stakeholder demand for climate information and for designing effective transition communication and engagement strategies.
👥 読者別の含意
🔬研究者:気候態度研究における個人中心アプローチの有効性と、欧州横断データでの潜在プロファイル同定手法を参考にできる。
🏢実務担当者:顧客・従業員・投資家の気候意識が均質でないことを前提に、セグメント別の気候コミュニケーションやエンゲージメント設計に活用できる。
🏛政策担当者:気候政策の受容性が属性により異なる点を踏まえ、一律でない情報提供や教育施策の設計に示唆を得られる。
📄 Abstract（原文）
Existing literature extensively explores the relationship between climate change perceptions and environmental values; however, these studies predominantly use variable-centered approaches, which often overlook unobservable individual differences. This study addresses this gap by identifying latent classes among respondents from participating countries based on their climate change perceptions, perceived personal responsibility, and environmental value orientations. We analyzed data from the European Social Survey (ESS) Round 11 integrated file, Edition 4.2, with a final complete-case analytic sample of 44,338 respondents from 30 countries (29 European countries and Israel). Using Latent Class Analysis (LCA), we applied five indicator variables representing concern about climate change, perceived personal responsibility, beliefs about climate change causes, and environmental values. We also employed the R3STEP approach to assess the associations of age, gender, and educational attainment with latent class membership. Our findings identified three latent profiles among respondents from participating countries, characterized by varying levels of climate change concern, environmental value orientations, and perceived personal responsibility. These profiles exhibited graded differences, particularly in climate change concern and perceived personal responsibility, reflecting heterogeneity in climate-related attitudes and value orientations. Moreover, the automatic R3STEP procedure indicated that gender, age group, and educational attainment were each significantly associated with latent profile membership after adjustment for the other demographic covariates. Overall, these results indicate substantial heterogeneity in climate change perceptions and environmental values within the pooled ESS Round 11 analytic sample and demonstrate the usefulness of a person-centered approach for characterizing this heterogeneity.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.26466/opusjsr.1977255first seen 2026-10-02 04:42:59
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