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Effect of infrastructure and technological factors on slum online commerce and product delivery: A structural functionalism perspective

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  • Armah, Abdul Karim
  • Li, Jinfa
  • Wei, Mengdi

Abstract

The global e-commerce market has surged, with Greater China and the U.S. generating over $3 trillion in combined revenue in 2023. In contrast, Sub-Saharan Africa (SSA) remains a marginal player, contributing less than 2 % to global e-commerce. This disparity is particularly evident in SSA's slum communities, which house over 60 % of the urban population. These slums face significant barriers—socioeconomic, infrastructural, and technological—that restrict their participation in online commerce and product delivery. While research has focused on health, sanitation, and poverty alleviation in SSA slums, the challenges of digital inclusion and integration into the global digital economy have been largely ignored. This study aims to address this gap by examining the infrastructural and technological factors that hinder online commerce and product delivery in SSA slums. Using a 5-point Likert scale and Partial Least Squares Structural Equation Modeling (PLS-SEM), the study reveals that while education and digital literacy and security concerns have no significant impact on slum online product delivery, factors like addressing systems, transportation infrastructure, telecommunications, and digital divide significantly influence online commerce and product delivery. Mediation analysis further indicated that enhancing product delivery systems can partially mitigate the adverse effects of poor infrastructure online commerce. The findings highlight the urgent need to improve physical infrastructure, including transportation and addressing systems, alongside technological solutions like telecommunications and digital divide. Without addressing these barriers, slum residents will remain disconnected from the digital economy, limiting their access to economic opportunities and essential goods and services.

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  • Armah, Abdul Karim & Li, Jinfa & Wei, Mengdi, 2025. "Effect of infrastructure and technological factors on slum online commerce and product delivery: A structural functionalism perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:joreco:v:85:y:2025:i:c:s0969698925000712
    DOI: 10.1016/j.jretconser.2025.104292
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    1. Sovacool, Benjamin K. & Daniels, Chux & AbdulRafiu, Abbas, 2022. "Transitioning to electrified, automated and shared mobility in an African context: A comparative review of Johannesburg, Kigali, Lagos and Nairobi," Journal of Transport Geography, Elsevier, vol. 98(C).
    2. Zhongwei Xing, 2018. "The impacts of Information and Communications Technology (ICT) and E-commerce on bilateral trade flows," International Economics and Economic Policy, Springer, vol. 15(3), pages 565-586, July.
    3. Escobar-Rodríguez, T. & Carvajal-Trujillo, E., 2014. "Online purchasing tickets for low cost carriers: An application of the unified theory of acceptance and use of technology (UTAUT) model," Tourism Management, Elsevier, vol. 43(C), pages 70-88.
    4. Zhao Zhang & Chun-Yan Xiao & Zhi-Guo Zhang, 2023. "Analysis and Empirical Study of Factors Influencing Urban Residents’ Acceptance of Routine Drone Deliveries," Sustainability, MDPI, vol. 15(18), pages 1-27, September.
    5. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2021. "Determinants of digitalization and digital divide in Sub-Saharan African economies: A spatial Durbin analysis," Telecommunications Policy, Elsevier, vol. 45(10).
    6. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    7. Zhai, Mengfan & Chen, Yuan, 2023. "How do relational bonds affect user engagement in e-commerce livestreaming? The mediating role of trust," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    8. Asif Ali & Jaya Bhasin, 2019. "Understanding Customer Repurchase Intention in E-commerce: Role of Perceived Price, Delivery Quality, and Perceived Value," Jindal Journal of Business Research, , vol. 8(2), pages 142-157, December.
    9. Ben Lu & Hengchang Jing, 2022. "Analysis on Innovation Path of Business Administration Based on Artificial Intelligence," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-7, September.
    10. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    11. Christian Nitzl, 2016. "The use of partial least squares structural equation modelling (PLS-SEM) in management accounting research: Directions for future theory development," Journal of Accounting Literature, Emerald Group Publishing Limited, vol. 37(1), pages 19-35, October.
    12. Konstantina Katsela & Şeyma Güneş & Travis Fried & Anne Goodchild & Michael Browne, 2022. "Defining Urban Freight Microhubs: A Case Study Analysis," Sustainability, MDPI, vol. 14(1), pages 1-27, January.
    13. Chetty, Krish & Qigui, Liu & Gcora, Nozibele & Josie, Jaya & Wenwei, Li & Fang, Chen, 2018. "Bridging the digital divide: Measuring digital literacy," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-20.
    14. Daniel Belanche & Marta Flavián & Alfredo Pérez-Rueda, 2020. "Mobile Apps Use and WOM in the Food Delivery Sector: The Role of Planned Behavior, Perceived Security and Customer Lifestyle Compatibility," Sustainability, MDPI, vol. 12(10), pages 1-21, May.
    15. Wang, Chao & Lim, Ming K. & Zhang, Xinyi & Zhao, Longfeng & Lee, Paul Tae-Woo, 2020. "Railway and road infrastructure in the Belt and Road Initiative countries: Estimating the impact of transport infrastructure on economic growth," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 288-307.
    16. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    17. Alin-Flavius MARTA & Margareta Stela FLORESCU & Laurentiu COROBAN, 2023. "Risks and Vulnerabilities in Online Commerce," REVISTA DE MANAGEMENT COMPARAT INTERNATIONAL/REVIEW OF INTERNATIONAL COMPARATIVE MANAGEMENT, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 24(2), pages 210-227, May.
    18. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    19. Damilola Kuteyi & Herwig Winkler, 2022. "Logistics Challenges in Sub-Saharan Africa and Opportunities for Digitalization," Sustainability, MDPI, vol. 14(4), pages 1-18, February.
    20. Taha Benarbia & Kyandoghere Kyamakya, 2021. "A Literature Review of Drone-Based Package Delivery Logistics Systems and Their Implementation Feasibility," Sustainability, MDPI, vol. 14(1), pages 1-15, December.
    21. Festus Ebo Turkson & Robert Mensah Adjei & Alfred Barimah, 2020. "Does Trade Facilitation Promote Bilateral Trade in Sub-Saharan Africa? Policy and Issues," Advances in African Economic, Social and Political Development, in: Gbadebo O.A. Odularu & Mena Hassan & Musibau Adetunji Babatunde (ed.), Fostering Trade in Africa, pages 63-96, Springer.
    22. Okyere, Dennis Kwadwo & Poku-Boansi, Michael & Adarkwa, Kwasi Kwafo, 2018. "Connecting the dots: The nexus between transport and telecommunication in Ghana," Telecommunications Policy, Elsevier, vol. 42(10), pages 836-844.
    23. Danica Radovanović & Christine Holst & Sarbani Banerjee Belur & Ritu Srivastava & Georges Vivien Houngbonon & Erwan Le Quentrec & Josephine Miliza & Andrea S. Winkler & Josef Noll, 2020. "Digital Literacy Key Performance Indicators for Sustainable Development," Social Inclusion, Cogitatio Press, vol. 8(2), pages 151-167.
    24. Fernando Ferri & Patrizia Grifoni & Tiziana Guzzo, 2020. "Online Learning and Emergency Remote Teaching: Opportunities and Challenges in Emergency Situations," Societies, MDPI, vol. 10(4), pages 1-18, November.
    25. Thabang Excellent Mofokeng, 2021. "The impact of online shopping attributes on customer satisfaction and loyalty: Moderating effects of e-commerce experience," Cogent Business & Management, Taylor & Francis Journals, vol. 8(1), pages 1968206-196, January.
    26. Muhammad Jehangir & P.D.D Dominic & Naseebullah Naseebullah & Alamgir Khan, 2011. "Towards Digital Economy: The Development of ICT and E-Commerce in Malaysia," Modern Applied Science, Canadian Center of Science and Education, vol. 5(2), pages 171-171, April.
    27. Silvio Tai, 2009. "Market structure and the link between migration and trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(2), pages 225-249, July.
    28. Solomon, Edna Maeyen & van Klyton, Aaron, 2020. "The impact of digital technology usage on economic growth in Africa," Utilities Policy, Elsevier, vol. 67(C).
    29. Ritika Dadra & Abhishek Sonavane & Srishti Bachwani & Chandan Kumar Behera, 2024. "Beyond credit cards: A TEP perspective on buy-now-pay-later adoption," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 34(4), pages 459-484, October.
    30. Liu, Nian & Qian, Yihe & Gu, Xinhua & Li, Guoqiang, 2024. "Digital technology, e-commerce, and economic inequality: The case of China," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 259-271.
    31. Qi, Guanqiu & Shi, Wenming & Lin, Kun-Chin & Yuen, Kum Fai & Xiao, Yi, 2020. "Spatial spillover effects of logistics infrastructure on regional development: Evidence from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 96-114.
    32. Sandeep Jagtap & Farah Bader & Guillermo Garcia-Garcia & Hana Trollman & Tobi Fadiji & Konstantinos Salonitis, 2020. "Food Logistics 4.0: Opportunities and Challenges," Logistics, MDPI, vol. 5(1), pages 1-19, December.
    33. Kanyam, Daniel A. & Kostandini, Genti & Ferreira, Susana, 2017. "The Mobile Phone Revolution: Have Mobile Phones and the Internet Reduced Corruption in Sub-Saharan Africa?," World Development, Elsevier, vol. 99(C), pages 271-284.
    34. Jan-Michael Becker & Dorian Proksch & Christian M. Ringle, 2022. "Revisiting Gaussian copulas to handle endogenous regressors," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 46-66, January.
    35. Tang, Chang & Xu, Yuanyuan & Hao, Yu & Wu, Haitao & Xue, Yan, 2021. "What is the role of telecommunications infrastructure construction in green technology innovation? A firm-level analysis for China," Energy Economics, Elsevier, vol. 103(C).
    36. Ratchford, Brian & Gauri, Dinesh K. & Jindal, Rupinder P. & Namin, Aidin, 2023. "Innovations in retail delivery: Current trends and future directions," Journal of Retailing, Elsevier, vol. 99(4), pages 547-562.
    37. Pierre Nguimkeu & Cedric Okou, 2021. "Leveraging digital technologies to boost productivity in the informal sector in Sub‐Saharan Africa," Review of Policy Research, Policy Studies Organization, vol. 38(6), pages 707-731, November.
    38. Zhou, Min & Zhao, Lindu & Kong, Nan & Campy, Kathryn S. & Xu, Ge & Zhu, Guiju & Cao, Xianye & Wang, Song, 2020. "Understanding consumers’ behavior to adopt self-service parcel services for last-mile delivery," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    39. Sabrina Sharmin Haque & Monica Yanez-Pagans & Yurani Arias-Granada & George Joseph, 2020. "Water and sanitation in Dhaka slums: access, quality, and informality in service provision," Water International, Taylor & Francis Journals, vol. 45(7-8), pages 791-811, November.
    40. Cedillo-Campos, Miguel Gastón & Piña-Barcenas, Jared & Pérez-González, Carlos Mario & Mora-Vargas, Jaime, 2022. "How to measure and monitor the transportation infrastructure contribution to logistics value of supply chains?," Transport Policy, Elsevier, vol. 120(C), pages 120-129.
    41. Nitzl, Christian, 2016. "The use of partial least squares structural equation modelling (PLS-SEM) in management accounting research: Directions for future theory development," Journal of Accounting Literature, Elsevier, vol. 37(C), pages 19-35.
    42. Ficawoyi Donou-Adonsou & Sokchea Lim & Samuel A. Mathey, 2016. "Technological Progress and Economic Growth in Sub-Saharan Africa: Evidence from Telecommunications Infrastructure," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 22(1), pages 65-75, February.
    43. Solomon, Edna Maeyen & van Klyton, Aaron, 2020. "The impact of digital technology usage on economic growth in Africa," Greenwich Papers in Political Economy 29537, University of Greenwich, Greenwich Political Economy Research Centre.
    44. Nazia Hasan & Anjani Kumar Singh & Manoj Kumar Agarwal & Bijay Prasad Kushwaha, 2022. "Evaluating the role of microfinance institutions in enhancing the livelihood of urban poor," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 41(1), pages 114-131, June.
    45. Harris, Irina & Wang, Yingli & Wang, Haiyang, 2015. "ICT in multimodal transport and technological trends: Unleashing potential for the future," International Journal of Production Economics, Elsevier, vol. 159(C), pages 88-103.
    46. Richard Heeks, 2022. "Digital inequality beyond the digital divide: conceptualizing adverse digital incorporation in the global South," Information Technology for Development, Taylor & Francis Journals, vol. 28(4), pages 688-704, October.
    47. Armah, Abdul Karim & Li, Jinfa, 2023. "Generational cohorts’ social media acceptance as a delivery tool in sub-Sahara Africa motorcycle industry: The role of cohort technical know-how in technology acceptance," Technology in Society, Elsevier, vol. 75(C).
    48. Uwe Hassler & Paulo M. M. Rodrigues, 2004. "Seasonal Unit Root Tests Under Structural Breaks," Journal of Time Series Analysis, Wiley Blackwell, vol. 25(1), pages 33-53, January.
    49. Leandro S. Pongeluppe, 2022. "The favela effect: Spatial inequalities and firm strategies in disadvantaged urban communities," Strategic Management Journal, Wiley Blackwell, vol. 43(13), pages 2777-2808, December.
    50. Jeffrey James, 2021. "Confronting the scarcity of digital skills among the poor in developing countries," Development Policy Review, Overseas Development Institute, vol. 39(2), pages 324-339, March.
    51. Andreja Habjan & Constantine Andriopoulos & Manto Gotsi, 2014. "The role of GPS-enabled information in transforming operational decision making: an exploratory study," European Journal of Information Systems, Taylor & Francis Journals, vol. 23(4), pages 481-502, July.
    52. repec:eme:jal000:j.acclit.2016.09.003 is not listed on IDEAS
    53. Piontkovskaya О., 2009. "Structural analysis of Ukrainian transit system," Bulletin of Taras Shevchenko National University of Kyiv. Economics. Вісник Киiвського нацiонального унiверситету iм. Тараса Шевченка. Серiя: Економiка, CyberLeninka;Издательско-полиграфический центр «Киевский университет», issue 110, pages 42-45.
    54. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    55. Bird, Kate & Chabé-Ferret, Bastien & Simons, Alexandre, 2022. "Linking human capabilities with livelihood strategies to speed poverty reduction: Evidence from Rwanda," World Development, Elsevier, vol. 151(C).
    56. Ismagilova, Elvira & Hughes, Laurie & Dwivedi, Yogesh K. & Raman, K. Ravi, 2019. "Smart cities: Advances in research—An information systems perspective," International Journal of Information Management, Elsevier, vol. 47(C), pages 88-100.
    57. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    58. Richard Ormerod, 2020. "The history and ideas of sociological functionalism: Talcott Parsons, modern sociological theory, and the relevance for OR," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(12), pages 1873-1899, December.
    59. Abendin, Simon & Duan, Pingfang, 2021. "Global E-Commerce Talks at the WTO: Positions on Selected Issues of the United States, European Union, China, and Japan," World Trade Review, Cambridge University Press, vol. 20(5), pages 707-724, December.
    60. Baha M. Mohsen, 2024. "AI-Driven Optimization of Urban Logistics in Smart Cities: Integrating Autonomous Vehicles and IoT for Efficient Delivery Systems," Sustainability, MDPI, vol. 16(24), pages 1-24, December.
    61. Shiferaw, Yegnanew A., 2024. "A spatial analysis of the digital gender gap in South Africa: Are there any fundamental differences?," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    62. Yafen Tseng & Beyfen Lee & Chingi Chen & Wang He, 2022. "Understanding Agri-Food Traceability System User Intention in Respond to COVID-19 Pandemic: The Comparisons of Three Models," IJERPH, MDPI, vol. 19(3), pages 1-20, January.
    63. Rejali, Sina & Aghabayk, Kayvan & Esmaeli, Saeed & Shiwakoti, Nirajan, 2023. "Comparison of technology acceptance model, theory of planned behavior, and unified theory of acceptance and use of technology to assess a priori acceptance of fully automated vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 168(C).
    64. Nguyen, Oliver, 2023. "Digital Economy and Its Components: A Brief Overview and Recommendations," MPRA Paper 116110, University Library of Munich, Germany.
    65. Danica Radovanović & Christine Holst & Sarbani Banerjee Belur & Ritu Srivastava & Georges Vivien Houngbonon & Erwan Le Quentrec & Josephine Miliza & Andrea S. Winkler & Josef Noll, 2020. "Digital Literacy Key Performance Indicators for Sustainable Development," Social Inclusion, Cogitatio Press, vol. 8(2), pages 151-167.
    66. Osabutey, Ellis L.C. & Jackson, Terence, 2024. "Mobile money and financial inclusion in Africa: Emerging themes, challenges and policy implications," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
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