用结构方程模型解释学生使用生物能源的意向:一个印度案例

Pradipta Halder
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引用次数: 1

摘要

本研究运用计划行为理论(TPB)模型对印度高中生使用生物能源的意向进行预测。在解释人类在环境问题上的行为时,TPB是最被广泛引用和应用的理论之一。在TPB模型中,行为意向主要由行为态度、主观规范(SN)和感知行为控制(PBC)三个心理构念决定。数据收集自新德里和班加罗尔三所学校九年级和十年级的130名学生。学生平均年龄为14.66岁(SD=0.76)。采用Amos 21软件进行结构方程建模。构建的TPB模型能够解释71% (R2=.71)的学生使用生物能源意愿方差。结构模型对数据的拟合也总体上可以接受。SN似乎是唯一对印度学生使用生物能源意愿有最强且统计显著正影响的自变量。其他自变量如态度和PBC对学生使用生物能源意愿的影响不显著,可以忽略不计。结果表明,社会因素是印度学生使用生物能源意愿的主要决定因素,而个人因素(即态度和PBC)则不相关。这项研究的发现可能对生物能源政策制定者和环境心理学领域的研究人员有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Structural Equation Modeling to explain school students' intentions to use bioenergy: An Indian case
The study applied the Theory of Planned Behavior (TPB) model to predict high school students' intentions to use bioenergy in India. TPB is one of the most widely cited and applied theories in explaining human behaviors in environmental matters. In the TPB model, intention to act is primarily determined by three psychological constructs: Attitude towards the behavior, Subjective Norm (SN) and Perceived Behavioral Control (PBC). Data were collected from 130 students studying in ninth and tenth grades in three schools in New Delhi and Bengaluru. The mean age of the students was 14.66 years (SD=0.76). Structural Equation Modeling with Amos 21 software was used in the study. The constructed TPB model was able to explain 71% (R2=.71) of the variance in the students' intentions to use bioenergy. The structural model also showed overall acceptable fit to the data. It appeared that SN was the only independent variable that had the strongest and statistically significant positive impact on the Indian students' intentions to use bioenergy. Other independent variables such as Attitude and PBC showed insignificant and negligible effects on the students' intentions to use bioenergy. The results indicated that social factors would be the main determinant of the Indian students' intentions to use bioenergy, whereas the personal factors (i.e. Attitude and PBC) would be irrelevant. Findings from the study could be useful for bioenergy policy makers and researchers in the field of environmental psychology.
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