影响南非居住区位选择的因素:探索性因子分析(EFA)和验证性因子分析(CFA)

IF 1.8 3区经济学 Q3 ENVIRONMENTAL STUDIES

Journal of Housing and the Built Environment Pub Date : 2023-10-16 DOI:10.1007/s10901-023-10070-w

Mosala Phillip Lesia, Clinton O. Aigbavboa, Wellington D. Thwala

{"title":"影响南非居住区位选择的因素:探索性因子分析(EFA)和验证性因子分析(CFA)","authors":"Mosala Phillip Lesia, Clinton O. Aigbavboa, Wellington D. Thwala","doi":"10.1007/s10901-023-10070-w","DOIUrl":null,"url":null,"abstract":"Abstract This paper employs a quantitative approach, in which a structured questionnaire containing 90 indicator variables identified from literature was administered to a total of 266 households in South Africa. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were utilised in analysing the collected data, with goodness-of-fit based on a two-index strategy used in determining model acceptability. The SEM results showed that all eight identified exogenous (independent) factors (demographic characteristics, dwelling unit features, neighbourhood features, services provided by the government, household self-congruity, functional congruity, green building features and stakeholders’ relations) had a direct positive and significant influence RLC in South Africa. The general hypothesis that the choices of households in choosing where to reside or stay are a product of the direct influence of the exogenous variables in influencing RLC in South Africa is proven. This suggested that all eight (8) variables included in the model are the most significant determinants of the RLC in South Africa.","PeriodicalId":47558,"journal":{"name":"Journal of Housing and the Built Environment","volume":null,"pages":null},"PeriodicalIF":1.8000,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Factors influencing residential location choice in South Africa: exploratory factor analysis (EFA) and confirmatory factor analysis (CFA)\",\"authors\":\"Mosala Phillip Lesia, Clinton O. Aigbavboa, Wellington D. Thwala\",\"doi\":\"10.1007/s10901-023-10070-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract This paper employs a quantitative approach, in which a structured questionnaire containing 90 indicator variables identified from literature was administered to a total of 266 households in South Africa. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were utilised in analysing the collected data, with goodness-of-fit based on a two-index strategy used in determining model acceptability. The SEM results showed that all eight identified exogenous (independent) factors (demographic characteristics, dwelling unit features, neighbourhood features, services provided by the government, household self-congruity, functional congruity, green building features and stakeholders’ relations) had a direct positive and significant influence RLC in South Africa. The general hypothesis that the choices of households in choosing where to reside or stay are a product of the direct influence of the exogenous variables in influencing RLC in South Africa is proven. This suggested that all eight (8) variables included in the model are the most significant determinants of the RLC in South Africa.\",\"PeriodicalId\":47558,\"journal\":{\"name\":\"Journal of Housing and the Built Environment\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2023-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Housing and the Built Environment\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s10901-023-10070-w\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENVIRONMENTAL STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Housing and the Built Environment","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s10901-023-10070-w","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}

引用次数: 0

摘要

摘要本文采用定量方法，对南非266户家庭进行结构化问卷调查，其中包含从文献中确定的90个指标变量。探索性因子分析(EFA)和验证性因子分析(CFA)用于分析收集的数据，拟合优度基于双指标策略，用于确定模型可接受性。SEM结果显示，所有八个确定的外生(独立)因素(人口特征、住宅单元特征、社区特征、政府提供的服务、家庭自我一致性、功能一致性、绿色建筑特征和利益相关者关系)对南非的RLC有直接的积极和显著的影响。一般假设，即家庭选择在哪里居住或停留的选择是影响南非RLC的外生变量直接影响的产物。这表明，模型中包含的所有八(8)个变量是南非RLC的最重要决定因素。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Factors influencing residential location choice in South Africa: exploratory factor analysis (EFA) and confirmatory factor analysis (CFA)

查看原文本刊更多论文

Factors influencing residential location choice in South Africa: exploratory factor analysis (EFA) and confirmatory factor analysis (CFA)

Abstract This paper employs a quantitative approach, in which a structured questionnaire containing 90 indicator variables identified from literature was administered to a total of 266 households in South Africa. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were utilised in analysing the collected data, with goodness-of-fit based on a two-index strategy used in determining model acceptability. The SEM results showed that all eight identified exogenous (independent) factors (demographic characteristics, dwelling unit features, neighbourhood features, services provided by the government, household self-congruity, functional congruity, green building features and stakeholders’ relations) had a direct positive and significant influence RLC in South Africa. The general hypothesis that the choices of households in choosing where to reside or stay are a product of the direct influence of the exogenous variables in influencing RLC in South Africa is proven. This suggested that all eight (8) variables included in the model are the most significant determinants of the RLC in South Africa.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Journal of Housing and the Built Environment Multiple-

CiteScore

3.70

自引率

10.50%

发文量

期刊介绍： The Journal of Housing and the Built Environment is a scholarly journal presenting the results of scientific research and new developments in policy and practice to a diverse readership of specialists, practitioners and policy-makers. This refereed journal covers the fields of housing, spatial planning, building and urban development. The journal guarantees high scientific quality by a double blind review procedure. Next to that, the editorial board discusses each article as well. Leading scholars in the field of housing, spatial planning and urban development publish regularly in Journal of Housing and the Built Environment. The journal publishes articles from scientists all over the world, both Western and non-Western, providing a truly international platform for developments in both theory and practice in the fields of housing, spatial planning, building and urban development. Journal of Housing and the Built Environment (HBE) has a wide scope and includes all topics dealing with people-environment relations. Topics concern social relations within the built environment as well as the physicals component of the built environment. As such the journal brings together social science and engineering. HBE is of interest for scientists like housing researchers, social geographers, (urban) planners and architects. Furthermore it presents a forum for practitioners to present their experiences in new developments on policy and practice. Because of its unique structure of research articles and policy and practice contributions, HBE provides a forum where science and practice can be confronted. Finally, each volume of HBE contains one special issue, in which recent developments on one particular topic are discussed in depth. The aim of Journal of Housing and the Built Environment is to give international exposure to recent research and policy and practice developments on the built environment and thereby open up a forum wherein re searchers can exchange ideas and develop contacts. In this way HBE seeks to enhance the quality of research in the field and disseminate the results to a wider audience. Its scope is intended to interest scientists as well as policy-makers, both in government and in organizations dealing with housing and urban issues.