Attitude Exploration Using Factor Analysis Technique

Monika Raghuvanshi
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引用次数: 2

Abstract

Attitude is a psychological variable that contains positive or negative evaluation about people or an environment. The growing generation possesses learning skills, so if positive attitude is inculcated at the right age, it might therefore become habitual. Students in the age group 14-20 years from the city of Bikaner, India, are the target population for this study. An inventory of 30Likert-type scale statements was prepared in order to measure attitude towards the environment and matters related to conservation. The primary data is collected though a structured questionnaire, using cluster sampling technique and analyzed using the IBM SPSS 23 statistical tool. Factor analysis is used to reduce 30 variables to a smaller number of more identifiable groups of variables. Results show that students “need more regulation and voluntary participation to protect the environment”, “need conservation of water and electricity”, “are concerned for undue wastage of water”, “need visible actions to protect the environment”, “need strengthening of the public transport system”, “are a little bit ignorant about the consequences of global warming”, “want prevention of water pollution by industries”, “need changing of personal habits to protect the environment”, and “don’t have firsthand experience of global warming”. Analysis revealed that nine factors obtained could explain about 58.5% variance in the attitude of secondary school students towards the environment in the city of Bikaner, India. The remaining 39.6% variance is attributed to other elements not explained by this analysis. A global campaign for improvement in attitude about environmental issues and its utility in daily lives may boost positive youth attitudes, potentially impacting worldwide. A cross-disciplinary approach may be developed by teaching along with other related disciplines such as science, economics, and social studies etc.
利用因子分析技术进行态度探索
态度是一种心理变量,包含对人或环境的积极或消极评价。成长中的一代拥有学习能力,所以如果在正确的年龄灌输积极的态度,它可能因此成为习惯。来自印度比卡内尔市的14-20岁的学生是本研究的目标人群。编制了一份30份李克特式量表的清单,以衡量对环境和与保护有关的事项的态度。主要数据通过结构化问卷收集,采用整群抽样技术,并使用IBM SPSS 23统计工具进行分析。因子分析用于将30个变量减少到数量较少的更可识别的变量组。结果显示,学生“需要更多的监管和自愿参与来保护环境”、“需要节约用水和电力”、“关注过度浪费水”、“需要明显的行动来保护环境”、“需要加强公共交通系统”、“对全球变暖的后果有点无知”、“希望防止工业污染水污染”、“需要改变个人习惯来保护环境”、而且“没有全球变暖的第一手经验”。分析显示,获得的9个因素可以解释印度比卡内尔市中学生对环境态度的58.5%的差异。其余39.6%的方差归因于本分析未解释的其他因素。改善对环境问题的态度及其在日常生活中的作用的全球运动可能会提高年轻人的积极态度,可能会影响全世界。通过与其他相关学科(如科学、经济学和社会学等)一起教学,可以发展跨学科的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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