Exploring the Consumer Acceptance of Nano Clothing Using a PLS-SEM Analysis

IF 0.9 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Stats Pub Date : 2023-10-19 DOI:10.3390/stats6040069
Andreea-Ionela Puiu, Rodica Ianole-Călin, Elena Druică
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Abstract

We use an extended framework of the technology acceptance model (TAM) to identify the most significant drivers behind the intention to buy clothes produced with nano fabrics (nano clothing). Based on survey data, we estimate an integrated model that explains this intention as being driven by attitudes, perceived usefulness, and perceived ease of use. The influences of social innovativeness, relative advantage, compatibility, and ecologic concern on perceived usefulness are tested using perceived ease of use as a mediator. We employ a partial least squares path model in WarpPLS 7.0., a predictive technique that informs policies. The results show positive effects for all the studied relationships, with effect sizes underscoring perceived usefulness, attitude, and compatibility as the most suitable targets for practical interventions. Our study expands the TAM framework into the field of nano fashion consumption, shedding light on the potential drivers of the adoption process. Explorations of the topic hold the potential to make a substantial contribution to the promotion of sustainable fashion practices.
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利用PLS-SEM分析探索消费者对纳米服装的接受程度
我们使用技术接受模型(TAM)的扩展框架来确定购买用纳米织物生产的衣服(纳米服装)意图背后最重要的驱动因素。根据调查数据,我们估计了一个综合模型,该模型解释了这种意图是由态度、感知有用性和感知易用性驱动的。以感知易用性为中介,考察社会创新性、相对优势、兼容性和生态关注对感知有用性的影响。我们在WarpPLS 7.0中采用了偏最小二乘路径模型。,一种为政策提供信息的预测技术。结果显示,所有研究的关系都有积极的影响,效应量强调感知有用性、态度和兼容性是实际干预最合适的目标。我们的研究将TAM框架扩展到纳米时尚消费领域,揭示了采用过程的潜在驱动因素。对这一主题的探索有可能为促进可持续时尚实践做出重大贡献。
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CiteScore
0.60
自引率
0.00%
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0
审稿时长
7 weeks
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