CULTURAL INFLUENCE ON PAYMENT BEHAVIOR AND SOCIAL MEDIA MARKETING: A CHINA–PAKISTAN CROSS-BORDER E-COMMERCE COMPARISON
DOI:
https://doi.org/10.46827/ejls.v7i1.677Keywords:
cross-border e-commerce, cultural dimensions, payment behavior, trust, social media marketing, China–PakistanAbstract
This study explores how cultural dimensions shape consumers’ payment preferences and responses to social-media marketing within cross-border e-commerce (CBEC) between China and Pakistan. Guided by Hofstede’s and Hall’s cultural frameworks, a bilingual online survey (N = 200; 100 Chinese and 100 Pakistani respondents) measured trust orientation, preferred payment method, and perception of marketing messages. Results reveal that 95% of Chinese respondents preferred mobile-wallet payments, such as Alipay or WeChat Pay, whereas 85% of Pakistani respondents relied on cash-on-delivery. Chinese participants were more responsive to influencer-driven, visually rich advertisements, while Pakistani consumers favored emotion-centered and family-oriented messages. This study fills a key research gap by linking cultural trust orientation with digital payment adoption in emerging CBEC markets. The findings also provide practical insights for cross-border platforms to design culturally adaptive marketing campaigns and secure payment systems that build trust across different cultural contexts and highlight the interplay between system-based and relational trust in determining CBEC behavior. This research contributes a culturally grounded model for understanding how digital-trust mechanisms and communication styles jointly affect consumer engagement, offering insights for marketers and policymakers seeking to enhance cross-border digital trade.
Article visualizations:
References
M. K. Lim, M. X. Jin, and W. Srai, “Digital transformation in e-commerce: Implications for cross-border logistics,” International Journal of Physical Distribution & Logistics Management, vol. 51, no. 1, pp. 3–19, 2021.
H. J. Kim, “Global e-commerce and consumer behavior: A cross-national study,” Journal of International Business Research, vol. 19, no. 4, pp. 212–225, 2022.
Statista, “E-commerce market in China—Statistics & Facts,” 2024. [Online]. Available: https://www.statista.com
A. R. Qureshi and N. Shah, “Determinants of e-commerce adoption in Pakistan: A consumer perspective,” Telematics and Informatics, vol. 64, pp. 101678, 2021.
Ministry of IT & Telecom, Pakistan, “Digital Pakistan Policy,” Government of Pakistan, 2022.
H. T. Li and X. Luo, “Cultural influences on online consumer behavior: Evidence from emerging markets,” Electronic Commerce Research and Applications, vol. 55, pp. 101203, 2023.
Y. Wang and M. Hussain, “China–Pakistan Economic Corridor: Opportunities and challenges in cross-border e-commerce,” Journal of Asian Business and Economic Studies, vol. 30, no. 2, pp. 145–161, 2023.
S. Park and E. Jun, “Trust and payment security in cross-border e-commerce,” Electronic Markets, vol. 33, no. 1, pp. 45–61, 2023.
A. K. Sharma and D. Choudhary, “Technological enablers and barriers to CBEC adoption,” Journal of Global Information Management, vol. 30, no. 5, pp. 1–22, 2022.
M. Zhang and R. Akhtar, “Cultural determinants of online purchasing behavior: Evidence from Asia,” Asia Pacific Journal of Marketing and Logistics, vol. 34, no. 7, pp. 1423–1445, 2022.
G. Hofstede, G. J. Hofstede, and M. Minkov, Cultures and Organizations: Software of the Mind, 3rd ed., New York: McGraw-Hill, 2010.
E. T. Hall, Beyond Culture, New York: Anchor Books, 1976. Retrieved from https://books.google.ro/books/about/Beyond_Culture.html?id=reByw3FWVWsC&redir_esc=y
C. Y. Fang, “Cultural psychology and risk perception in online transactions,” Journal of Consumer Psychology, vol. 33, no. 2, pp. 145–159, 2023.
L. Chen and S. Zafar, “Trust, culture, and digital payment adoption in Asia,” Computers in Human Behavior, vol. 142, pp. 107707, 2024.
X. Xu and F. Javed, “Culturally adaptive strategies for global e-commerce: A comparative study of China and Pakistan,” Journal of Retailing and Consumer Services, vol. 76, pp. 103528, 2025.
S. Khan, "Cultural trust orientation and e-commerce payment preferences in Asia," Journal of Retailing and Consumer Services, vol. 78, pp. 102–115, 2022.
N. Z. Shaikh, "High-context vs low-context communication in online marketing," Modern Communication Forum, vol. 6, no. 1, pp. 45–58, 2025.
V. Iqbal, "Digital trust and security in cross-border e-commerce: Comparative study of China and Pakistan," Journal of International Business Studies, vol. 56, no. 3, pp. 234–249, 2025.
M. Zhang, "Mobile wallet adoption in China: Implications for e-commerce," Electronic Payments International, 2023.
A. R. Qureshi and N. Shah, "Cash-on-delivery adoption in Pakistan’s e-commerce sector," Trade.gov Country Commercial Guide, 2022.
S. Aziz, "Emotional and family-oriented advertising in high-context cultures," Journal of Retailing and Consumer Services, vol. 42, pp. 1–9, 2018.
Y. Li, "Impact of cultural dimensions on e-commerce adoption: A cross-country analysis," Electronic Commerce Research and Applications, vol. 48, pp. 101–114, 2023.
S. Ahmed and J. Li, "Cultural differences and e-commerce behavior: A comparative study in Asian markets," Journal of Retailing and Consumer Services, vol. 70, pp. 1–12, 2023.
L. Zhou, "Consumer payment preferences and cultural influences: Evidence from China and Pakistan," Journal of International Consumer Marketing, vol. 36, no. 4, pp. 289–303, 2024.
A. Khan, "Cross-border e-commerce in Asia: Cultural perspectives on marketing and payment behavior," Telematics and Informatics, vol. 80, pp. 101735, 2024.
Y. Wang and X. Chen, "Trust formation in cross-border e-commerce: System-based versus relational trust," Electronic Markets, vol. 32, no. 3, pp. 451–465, 2022.
M. Khalid, "Relational trust and payment preferences in emerging e-commerce markets," Journal of Retailing and Consumer Services, vol. 58, pp. 102–115, 2021.
J. Liu and R. Saleem, "System-based trust and online payment adoption in China," Journal of Electronic Commerce Research, vol. 24, no. 2, pp. 100–114, 2023.
H. Li and F. Javed, "Applying Hofstede and Hall frameworks to online marketing: Cross-border insights," Journal of Business Research, vol. 158, pp. 112–127, 2024.
R. Saleem and L. Liu, "Social media marketing and cultural context: Evidence from China and Pakistan," Journal of Interactive Marketing, vol. 62, pp. 21–34, 2023.
S. Rahman and Y. Zhang, "Social media marketing effectiveness across cultures: A systematic review," International Journal of Advertising, vol. 41, no. 5, pp. 780–805, 2022.
M. Hussain and L. Chen, "Cultural alignment and consumer engagement in social media marketing," Computers in Human Behavior, vol. 153, pp. 107019, 2024.
X. Xu, "Integrating cultural cues into digital marketing algorithms: Evidence from Asia," Electronic Commerce Research, vol. 25, no. 1, pp. 1–18, 2025.
A. R. Qureshi, "Research gaps in China-Pakistan cross-border e-commerce: Cultural perspectives," Asia Pacific Journal of Marketing and Logistics, vol. 37, no. 2, pp. 411–429, 2025.
R. Kumar, "Comparative research designs in cross-border e-commerce studies," Journal of Business Research, vol. 150, pp. 210–222, 2023.
L. Chen and S. Zhao, "Quantitative methods for cultural influence on e-commerce behavior," Electronic Commerce Research, vol. 25, no. 2, pp. 345–361, 2024.
H. Wang and M. Liu, "Online surveys for geographically dispersed populations: Best practices," International Journal of Market Research, vol. 63, no. 1, pp. 12–28, 2021.
F. Zhang, "Application of Hofstede and Hall frameworks in e-commerce research," Journal of Interactive Marketing, vol. 62, pp. 101–115, 2023.
A. R. Qureshi and N. Ahmed, "Population sampling in cross-border online shopping research," Journal of Retailing and Consumer Services, vol. 68, pp. 102–113, 2023.
Y. Li, "Snowball and convenience sampling in e-commerce studies," Electronic Commerce Research and Applications, vol. 49, pp. 101–118, 2023.
S. Hussain, "Sample size considerations in comparative CBEC studies," Asia Pacific Journal of Marketing and Logistics, vol. 36, no. 5, pp. 987–1001, 2024.
M. Zhou and L. Ahmed, "Designing bilingual questionnaires for cross-cultural e-commerce research," Journal of International Consumer Marketing, vol. 36, no. 6, pp. 401–415, 2024.
R. Saleem and J. Li, "Likert scale applications in cross-cultural digital marketing surveys," Journal of Electronic Commerce Research, vol. 24, no. 3, pp. 145–159, 2023.
T. Zhang, "Pilot testing and validation of cross-cultural surveys," International Journal of Market Research, vol. 64, no. 2, pp. 210–225, 2022.
H. Chen and F. Liu, "Assessing reliability in e-commerce research instruments," Electronic Markets, vol. 33, no. 4, pp. 721–735, 2023.
S. Khalid, "Ensuring construct validity in bilingual online surveys," Journal of Retailing and Consumer Services, vol. 76, pp. 102–114, 2024.
J. Wu and M. Zhang, "Statistical analysis for comparative CBEC research," Computers in Human Behavior, vol. 140, pp. 107–119, 2024.
L. Ahmad, "Chi-square and t-test applications in cross-cultural e-commerce studies," Journal of International Business Research, vol. 58, no. 3, pp. 345–360, 2025.
Y. Li and S. Qureshi, "Correlation analysis of trust and payment preferences in CBEC," Electronic Commerce Research, vol. 26, no. 1, pp. 1–17, 2025.
M. Chen, "Ethical considerations in online consumer surveys," Journal of Business Ethics, vol. 176, pp. 513–527, 2021.
A. R. Khan, "Ethical approval and consent procedures in cross-border e-commerce research," Asia Pacific Journal of Marketing and Logistics, vol. 37, no. 1, pp. 67–82, 2025.
M. Li and J. Wang, "Demographic factors affecting online shopping behavior in China and Pakistan," Journal of Retailing and Consumer Services, vol. 72, pp. 102–115, 2023.
A. R. Khan et al., "Consumer profiling in cross-border e-commerce: Evidence from Asia," Electronic Commerce Research and Applications, vol. 52, pp. 101–118, 2024.
F. Zhang and L. Liu, "Mobile wallet adoption in China: System-based trust perspective," Journal of Business Research, vol. 164, pp. 125–138, 2024.
S. Ahmed and R. Qureshi, "Relational trust and cash-on-delivery in Pakistan," International Journal of Electronic Commerce Studies, vol. 15, no. 2, pp. 89–104, 2022.
Y. Chen, "Statistical analysis for cross-cultural payment behavior," Journal of International Consumer Marketing, vol. 36, no. 4, pp. 245–260, 2023.
H. Wang and F. Li, "Trust orientation and e-commerce adoption in Asia," Electronic Commerce Research, vol. 26, no. 2, pp. 1–18, 2025.
L. Zhao and X. Liu, "System-based trust and consumer responsiveness to social media marketing," Computers in Human Behavior, vol. 142, pp. 107–119, 2025.
M. R. Ahmed, "Relational trust and online marketing engagement: Evidence from Pakistan," Journal of Retailing and Consumer Services, vol. 79, pp. 103–117, 2024.
Y. Li and J. Saleem, "Cultural adaptation of social media marketing in cross-border e-commerce," Electronic Markets, vol. 33, no. 5, pp. 845–860, 2023.
T. Zhang, "High-context vs. low-context communication effects on consumer behavior," International Journal of Market Research, vol. 66, no. 2, pp. 101–118, 2024.
R. Chen and S. Qureshi, "Hofstede's cultural dimensions and mobile payment adoption," Asia Pacific Journal of Marketing and Logistics, vol. 36, no. 6, pp. 987–1002, 2024.
A. Malik and F. Hussain, "Collectivism and cash-on-delivery preference in emerging markets," Journal of Electronic Commerce Research, vol. 26, no. 3, pp. 1–16, 2025.
H. Wang and L. Chen, "Culture and online trust formation in cross-border e-commerce," Electronic Commerce Research, vol. 25, pp. 301–318, 2022.
J. Liu and R. Saleem, "Comparative analysis of e-commerce trust in China and Pakistan," Journal of Retailing and Consumer Services, vol. 73, pp. 110–123, 2023.
F. Zhang, "Visual vs. emotional appeals in social media advertising across cultures," Journal of Interactive Marketing, vol. 64, pp. 89–105, 2024.
Downloads
Published
Issue
Section
License
Authors who publish with this journal agree to the following terms:
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).


