Exploring citizen perceptions and values for a responsible society

IF 1.8 3区 社会学 Q2 POLITICAL SCIENCE Social Science Quarterly Pub Date : 2024-02-21 DOI:10.1111/ssqu.13353
Kiril Zelenkovski, Jana Prodanova, Ljupco Kocarev
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Abstract

AimsCitizens’ perceived values play a decisive role in shaping a responsive society, driving social and political attitudes and behaviors. Understanding these values, influenced by cultural, historical, and personal experiences, is essential for comprehending public perspectives on social, economic, and ecological aspects crucial for sustainable societies. This study investigates perceived values as indicators of citizens’ potential civic engagement, mainly contributing to societal development.Materials and methodsFor the purpose of this study, we analyzed 1012 cases from the European Value Survey/World Value Survey data set of the Republic of Macedonia. In addition to the exploratory factor analysis and cluster analysis, we employed XGBoost regression, coupled with SHAP analysis, offering a transparent exploration of the significance of citizens’ perceived values, while emphasizing their role in motivating social responsibility and duty.ResultsWe identified 12 factors and categorized Macedonian citizens into 4 clusters. Through the SHAP feature importance method, we determined that perceptions of gender stereotypes, trust in people, civil rights, and job equality strongly influence the idea of social responsibility.ConclusionsOur findings offer pathways to promote individual accountability and increased participation in societal actions, fostering greater advocacy and policy changes for a responsible, engaged, and sustainable society.
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探索公民对负责任社会的看法和价值观
目的公民的价值观在塑造一个顺应民意的社会、推动社会和政治态度及行为方面起着决定性的作用。了解这些受文化、历史和个人经历影响的价值观对于理解公众对社会、经济和生态方面的看法至关重要,而这些方面对于可持续社会至关重要。本研究调查了作为公民潜在公民参与指标的感知价值观,主要是对社会发展做出贡献的感知价值观。除了探索性因素分析和聚类分析外,我们还采用了 XGBoost 回归和 SHAP 分析,对公民感知价值观的重要性进行了深入探讨,同时强调了其在激励社会责任和义务方面的作用。通过 SHAP 特征重要性方法,我们确定了对性别陈规定型观念、对人的信任、公民权利和工作平等的看法强烈影响着社会责任观念。结论我们的研究结果为促进个人责任和更多地参与社会行动提供了途径,从而为建立一个负责任的、参与性的和可持续发展的社会促进更多的宣传和政策变革。
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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
111
期刊介绍: Nationally recognized as one of the top journals in the field, Social Science Quarterly (SSQ) publishes current research on a broad range of topics including political science, sociology, economics, history, social work, geography, international studies, and women"s studies. SSQ is the journal of the Southwestern Social Science Association.
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