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Understanding the Role of Consumers for a Sustainable Future: Empirical Evidence From a Three-Stage Hybrid Analysis Incorporating Bibliometrics, PLS-SEM, and ANN
被引:3
|作者:
Armutcu, Baris
[1
]
Ramadani, Veland
[2
]
Tan, Ahmet
[1
]
Appolloni, Andrea
[3
]
机构:
[1] Igdir Univ, Inst Social Sci Business & Mkt Adm, Igdir, Turkiye
[2] South East European Univ, Fac Business & Econ, Tetovo, North Macedonia
[3] Univ Roma Tor Vergata, Business Sch, Dept Management & Law, Rome, Italy
关键词:
artificial neural networks;
green consumption;
green purchase intention;
theory of planned behavior;
T & uuml;
rkiye;
value-attitude-behavior hierarchy;
VALUE-ATTITUDE-BEHAVIOR;
GREEN PURCHASE BEHAVIOR;
5;
PERSONALITY-TRAITS;
PLANNED BEHAVIOR;
ENVIRONMENTAL CONSCIOUSNESS;
APPAREL INDUSTRY;
BUYING BEHAVIOR;
ORGANIC FOOD;
INTENTION;
PRODUCTS;
D O I:
10.1002/bse.4070
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
This present study aims to provide ways to surmount the barriers to sustainable green consumption by identifying the main antecedents influencing consumers' green apparel purchasing intentions with Asian, Middle Eastern, and European consumption cultures. The study expands the TPB model (attitude, subjective norms, and perceived behavioral control) by adding the variables of altruism, openness to change, and receptivity to green communication within the framework of the value-attitude-behavior hierarchy (VABH). It makes significant contributions to the sector along with the relevant literature. In this regard, the green apparel literature was first reviewed using the bibliometrics (R and VOSviewer) method. Secondly, the data collected by the questionnaire method from 440 participants who were conscious of green apparel consumption were analyzed using the structural equation modeling (PLS-SEM). Finally, the findings obtained from SEM were confirmed with the analysis method using the artificial neural network (PLS-ANN). Moreover, within the framework of the VABH, attitude mediates the relationship between altruism and consumers' green apparel purchase intentions. The findings obtained from SEM revealed that the most determining factors in consumers' green apparel purchase intentions are behavioral control, altruism, attitude, and subjective norms, respectively. These findings are similar to and confirmed by the ANN analysis results.
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页码:2065 / 2087
页数:23
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