Những nhân tố ảnh hưởng đến chất lượng quan hệ giữa người tiêu dùng với công ty: Kết quả kiểm định PLS-SEM và mạng nơ-ron nhân tạo
DOI:
https://doi.org/10.24311/jabes/2020.31.9.1251Từ khóa:
Chất lượng quan hệ, Trách nhiệm xã hội, Giá trị khách hàng, Công bằng giá, PLS-SEM, Mạng nơ-ron nhân tạo ANNTóm tắt
Nghiên cứu kiểm định các nhân tố chính ảnh hưởng đến chất lượng quan hệ giữa người tiêu dùng với công ty. Điểm mới của nghiên cứu thể hiện qua việc: (1) Tích hợp trách nhiệm xã hội, giá trị khách hàng, và công bằng giá vào mô hình giải thích sự biến thiên của chất lượng quan hệ giữa người tiêu dùng với công ty trên quan điểm của người tiêu dùng; (2) đề xuất giá trị đạo đức là một loại giá trị khách hàng trong bối cảnh tiêu dùng liên quan đến trách nhiệm xã hội; (3) sử dụng phương pháp đa phân tích nhằm đánh giá chính xác quan hệ phức tạp giữa các biến trong mô hình nghiên cứu. Kết quả phân tích PLS-SEM cho thấy mô hình phù hợp tốt với dữ liệu nghiên cứu, đồng thời khám phá vai trò quan trọng nhất của giá trị khách hàng đối với chất lượng quan hệ, kế đến là trách nhiệm xã hội và công bằng giá. Phân tích mạng nơ-ron nhân tạo góp phần khẳng định kết quả của PLS-SEM.
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