国际社会调查计划 (ISSP) 环境数据集模块:开放数据及其在PLS-SEM研究中的适用性
Ulla A Saari1, Svenja Damberg2
1Center for Innovation and Technology Research, Industrial Engineering & Management, Tampere University, Korkeakoulunkatu 8, 33720, Tampere, Finland.
Data in brief
|June 29, 2023
概括
欧洲的可持续消费行为与环境关注,知识和风险感知有关. 本研究使用国际社会调查计划 (ISSP) 环境III数据集进行分析.
科学领域:
- 社会科学 社会科学 社会科学
- 环境研究 环境研究
- 消费者行为 消费者行为
背景情况:
- 国际社会调查计划 (ISSP) 环境III数据集为公众对环境问题的看法提供了宝贵的见解.
- 了解可持续消费的驱动因素对于制定有效的环境政策至关重要.
- 之前的研究已经探讨了影响环境行为的因素,但需要一个全面的欧洲可持续消费模式.
研究的目的:
- 开发和验证一个解释和预测欧洲国家可持续消费行为的模型.
- 分析环境关注,环境知识和环境风险感知之间的关系,以塑造可持续消费.
- 突出ISSP环境III数据集对社会科学研究的有用性和可访问性.
主要方法:
- 使用了国际社会调查计划 (ISSP) 环境III数据集,包括来自九个欧洲国家的个人访谈.
- 使用的部分最小平方结构方程建模 (PLS-SEM) 用于横截面分析.
- 开发了一个预测模型,将环境态度和知识与消费模式联系起来.
主要成果:
- 环境问题被确定为可持续消费行为的重要预测因素.
- 增加的环境知识和感知到的环境风险与更高水平的环境关注有积极的联系.
- 开发的模型有效地解释了参与欧洲国家可持续消费的差异.
结论:
- 环境知识和风险感知是环境关注的关键影响因素,这反过来又推动了可持续消费.
- 该ISSP环境III数据集是一个强大的资源,用于跨国研究环境态度和行为.
- 这些发现为旨在促进欧洲可持续消费模式的政策制定者提供了有价值的启示.
相关概念视频
Statistical Package for the Social Sciences (SPSS)
407
The Statistical Package for the Social Sciences, or SPSS, is a data management and analysis software suite. Developed by SPSS Inc. in 1968 and acquired by IBM in 2009, this tool was initially designed for social science data analysis, evolving to serve a wider range of disciplines. It was later renamed to Statistical Product and Service Solutions.
SPSS streamlines the process from data preparation to analysis and reporting. It is characterized by its user-friendly interface, which conceals...
SPSS streamlines the process from data preparation to analysis and reporting. It is characterized by its user-friendly interface, which conceals...
407
Levels of Use of a GIS
72
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
72
Response Surface Methodology
190
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
190
Statistical Analysis System (SAS)
238
SAS, short for Statistical Analysis System, is a powerful data analysis, management, and visualization tool. Developed by the SAS Institute in the early 1970s, SAS has evolved into a comprehensive software suite used across various industries for statistical analysis, business intelligence, and predictive modeling.
Applications: SAS finds applications in numerous fields, including healthcare for clinical trial analysis, finance for risk assessment, marketing for customer data analysis, and...
Applications: SAS finds applications in numerous fields, including healthcare for clinical trial analysis, finance for risk assessment, marketing for customer data analysis, and...
238
Surveys
14.8K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
14.8K
Observational Studies
8.7K
Observational studies are a type of analytical study where researchers observe events without any interventions. In other words, the researcher does not influence the response variable or the experiment's outcome.
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
8.7K


