{"title":"The Factor Structure of the Environmental Attitude Scale in a Community-Based Study in Lagos, Nigeria.","authors":"A A Dipeolu, O M Akpa, A J Fadamiro","doi":"","DOIUrl":null,"url":null,"abstract":"<p><p>Environmental Attitude (EA) has been understood to be a complex multidimensional construct with minimal empirical evidence in developing countries. In the present study, psychometric properties of an EA scale was empirically assessed using data from a community based study conducted in Nigeria. Different measures of EA were aggregated into a single EA scale and administered to 1,858 individuals. Mean (Standard deviation) and proportions were used to describe the distribution of continuous and discrete data respectively. Reliability of the scale was assessed using Cronbach alpha. Varying hypothetical models of the EA were assessed using Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA). Data were analysed using IBM SPSS version 20 and AMOS version 21 at 5% significant level. Overall mean score and alpha coefficient for the combined EA measure was 381.7 (49.0) and 0.928 respectively. A 3-factor structure accounting for 36% cumulative variance in the scale item was extracted in an EFA. A non-orthogonal 3-factor model was a significant improvement over the original none-correlated 5-factor model [χ<sup>2</sup>(1344)=29216.33, P<0.001; CAIC=9816.870]. The conceptualization of the EA as a non-orthogonal 3-factor structure provides a better fit to the present data. The 3-factor structure is advised in Nigeria and similar settings.</p>","PeriodicalId":92865,"journal":{"name":"African journal of environmental health sciences","volume":"6 ","pages":"51-64"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082097/pdf/nihms-1567058.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"African journal of environmental health sciences","FirstCategoryId":"1085","ListUrlMain":"","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Environmental Attitude (EA) has been understood to be a complex multidimensional construct with minimal empirical evidence in developing countries. In the present study, psychometric properties of an EA scale was empirically assessed using data from a community based study conducted in Nigeria. Different measures of EA were aggregated into a single EA scale and administered to 1,858 individuals. Mean (Standard deviation) and proportions were used to describe the distribution of continuous and discrete data respectively. Reliability of the scale was assessed using Cronbach alpha. Varying hypothetical models of the EA were assessed using Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA). Data were analysed using IBM SPSS version 20 and AMOS version 21 at 5% significant level. Overall mean score and alpha coefficient for the combined EA measure was 381.7 (49.0) and 0.928 respectively. A 3-factor structure accounting for 36% cumulative variance in the scale item was extracted in an EFA. A non-orthogonal 3-factor model was a significant improvement over the original none-correlated 5-factor model [χ2(1344)=29216.33, P<0.001; CAIC=9816.870]. The conceptualization of the EA as a non-orthogonal 3-factor structure provides a better fit to the present data. The 3-factor structure is advised in Nigeria and similar settings.
在发展中国家,环境态度被认为是一个复杂的多维结构,经验证据很少。在本研究中,EA量表的心理测量特性是经验性评估,使用数据来自尼日利亚进行的一项基于社区的研究。不同的EA测量被汇总到一个单一的EA量表中,并对1858个人进行了管理。分别用均值(标准差)和比例来描述连续和离散数据的分布。量表的信度采用Cronbach alpha评价。采用探索性因子分析(EFA)和验证性因子分析(CFA)对EA的不同假设模型进行评估。数据分析采用IBM SPSS version 20和AMOS version 21,在5%显著水平下。综合EA测量的总平均分和alpha系数分别为381.7(49.0)和0.928。在EFA中提取了占量表项累积方差36%的3因子结构。非正交3因素模型较原非相关5因素模型有显著改善[χ2(1344)=29216.33, P