Personalized advertising;
Sustainable purchase decision;
Urge to buy impulsively;
Environmental knowledge;
Mobile shopping attitude;
NEURAL NETWORK APPROACH;
CONSUMPTION BEHAVIOR;
MOBILE COMMERCE;
BUYING BEHAVIOR;
YOUNG CONSUMERS;
INTENTION;
KNOWLEDGE;
ADOPTION;
DETERMINANTS;
ANTECEDENTS;
D O I:
10.1016/j.spc.2020.11.020
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The growing adoption of social media has transformed consumption patterns. Mounting evidence asserts the unnecessary spending as one of the key drivers to influence climate change. Excessive consumption is rooted in impulsive shopping, and individuals are inclined to spend due to social media's personalized environment. Extant literature is limited to demonstrate the role of personalized advertising in sustainable purchase decisions. This study makes a novel attempt to explore a possible association between personalized advertising and sustainable purchase decision through a psychological mechanism following the theory of reasoned action and stimulus-organism-response framework. The structural equation modeling analyzing the data of 713 Chinese experienced social media users unveil that personalized advertising positively influences the urge to buy impulsively through the mediation of impulse buying tendency. Mobile shopping attitude stimulates users to buy impulsively though its interaction effect was insignificant. Unexpectedly, impulsive urges positively affect sustainable purchase decisions. Moreover, environmental knowledge lessens the impulsive urges. The neural network analysis indicates the robustness of integrated constructs. (C) 2020 Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
机构:
Univ Teknol Malaysia, Fac Comp, Skudai 81310, Johor, MalaysiaUniv Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
Ahani, Ali
;
Ab Rahim, Nor Zairah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Adv Informat Sch, Kuala Lumpur 54100, MalaysiaUniv Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
Ab Rahim, Nor Zairah
;
Nilashi, Mehrbakhsh
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
Islamic Azad Univ, Lahijan Branch, Dept Comp Engn, Lahijan, IranUniv Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
机构:
Dongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R ChinaDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
Ashfaq, Muhammad
;
Yun, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Dongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R ChinaDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
Yun, Jiang
;
Yu, Shubin
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, HSBC Business Sch, Off 631, Shenzhen 518055, Peoples R ChinaDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
Yu, Shubin
;
Correia Loureiro, Sandra Maria
论文数: 0引用数: 0
h-index: 0
机构:
Inst Univ Lisboa ISCTE IUL, Dept Mkt & Operat, Lisbon, Portugal
Business Res Unit BRU IUL, Lisbon, PortugalDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
机构:
Univ Teknol Malaysia, Fac Comp, Skudai 81310, Johor, MalaysiaUniv Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
Ahani, Ali
;
Ab Rahim, Nor Zairah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Adv Informat Sch, Kuala Lumpur 54100, MalaysiaUniv Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
Ab Rahim, Nor Zairah
;
Nilashi, Mehrbakhsh
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
Islamic Azad Univ, Lahijan Branch, Dept Comp Engn, Lahijan, IranUniv Teknol Malaysia, Fac Comp, Skudai 81310, Johor, Malaysia
机构:
Dongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R ChinaDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
Ashfaq, Muhammad
;
Yun, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Dongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R ChinaDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
Yun, Jiang
;
Yu, Shubin
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, HSBC Business Sch, Off 631, Shenzhen 518055, Peoples R ChinaDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China
Yu, Shubin
;
Correia Loureiro, Sandra Maria
论文数: 0引用数: 0
h-index: 0
机构:
Inst Univ Lisboa ISCTE IUL, Dept Mkt & Operat, Lisbon, Portugal
Business Res Unit BRU IUL, Lisbon, PortugalDongbei Univ Finance & Econ, Sch Business Adm, Dalian, Peoples R China