- Abdullah, S.S.; Abdullah, H.H.; Ramanchandram, R.; Gorundutse, A.H.; Yunus, N.K.Y. The moderating effect of electronic strategy (e-strategy) on the relationship between perceived usefulness and the intention to adopt online banking in Malaysia. J. Bus. Retail Manag. Res. 2019, 13, 123–135. [CrossRef]
Paper not yet in RePEc: Add citation now
- Aboobucker, I.; Bao, Y. What obstructs customer acceptance of internet banking? Security and privacy, risk, trust and website usability and the role of moderators. J. High Technol. Manag. 2018, 29, 109–123. [CrossRef]
Paper not yet in RePEc: Add citation now
- Abu-Shanab, E.; Shehabat, I. The influence of knowledge management practices on e-government success: A proposed framework tested. Transform. Gov. People Process Policy 2018, 12, 286–308. [CrossRef]
Paper not yet in RePEc: Add citation now
- Adam, I.O.; Alhassan, M.D.; Afriyie, Y. What drives global B2C E-commerce? An analysis of the effect of ICT access, human resource development and regulatory environment. Technol. Anal. Strateg. Manag. 2020, 32, 835–850. [CrossRef]
Paper not yet in RePEc: Add citation now
Ahmad, S.Z.; Abu Bakar, A.R.; Faziharudean, T.M.; Mohamad Zaki, K.A. An empirical study of factors affecting e-commerce adoption among small-and-medium-sized enterprises in a developing country: Evidence from Malaysia. Inf. Technol. Dev. 2015, 21, 555–572. [CrossRef]
- Akhlaq, A.; Ahmed, E. Digital commerce in emerging economies: Factors associated with online shopping intentions in Pakistan. Int. J. Emerg. Mark. 2015, 10, 634–647. [CrossRef]
Paper not yet in RePEc: Add citation now
- Akman, I.; Mishra, A. Factors influencing consumer intention in social commerce adoption. Inf. Technol. People 2017, 30, 356–370. [CrossRef]
Paper not yet in RePEc: Add citation now
Alsaad, A.; Mohamad, R.; Ismail, N.A. The contingent role of dependency in predicting the intention to adopt B2B e-commerce. Inf. Technol. Dev. 2019, 25, 686–714. [CrossRef]
- Alshurideh, D.M. Do electronic loyalty programs still drive customer choice and repeat purchase behavior? Int. J. Electron. Cust. Relatsh. Manag. 2019, 12, 40–57.
Paper not yet in RePEc: Add citation now
- Available online: https://www2.deloitte.com/content/dam/Deloitte/za/Documents/strategy/za-Digital-CommerceAcceleration -2021-Digital.pdf (accessed on 25 December 2021).
Paper not yet in RePEc: Add citation now
- Bélanger, F.; Crossler, R.E. Privacy in the digital age: A review of information privacy research in information systems. MIS Q. 2011, 35, 1017–1042. [CrossRef]
Paper not yet in RePEc: Add citation now
Bracha, A.; Brown, D.J. Affective decision making: A theory of optimism bias. Games Econ. Behav. 2012, 75, 67–80. [CrossRef]
- Cao, X.; Yu, L.; Liu, Z.; Gong, M.; Adeel, L. Understanding mobile payment users’ continuance intention: A trust transfer perspective. Internet Res. 2018, 28, 456–476. [CrossRef]
Paper not yet in RePEc: Add citation now
- Carberry, E.J.; Bharati, P.; Levy, D.L.; Chaudhury, A. Social movements as catalysts for corporate social innovation: Environmental activism and the adoption of green information systems. Bus. Soc. 2019, 58, 1083–1127. [CrossRef]
Paper not yet in RePEc: Add citation now
- Carlin, J.P. Detect, disrupt, deter: A whole-of-government approach to national security cyber threats. Harvard Nat. Sec. J. 2016, 7, 391–436.
Paper not yet in RePEc: Add citation now
- Cho, H.; Lee, J.S.; Chung, S. Optimistic bias about online privacy risks: Testing the moderating effects of perceived controllability and prior experience. Comput. Hum. Behav. 2010, 26, 987–995. [CrossRef]
Paper not yet in RePEc: Add citation now
- Chopdar, P.K.; Korfiatis, N.; Sivakumar, V.J.; Lytras, M.D. Mobile shopping apps adoption and perceived risks: A cross-country perspective utilizing the Unified Theory of Acceptance and Use of Technology. Comput. Hum. Behav. 2018, 86, 109–128. [CrossRef]
Paper not yet in RePEc: Add citation now
Cibangu, S.K. Marginalization of indigenous voices in the information age: A case study of cell phones in the rural Congo. Inf. Technol. Dev. 2020, 26, 234–267. [CrossRef]
- Dang, V.T.; Pham, T.L. An empirical investigation of consumer perceptions of online shopping in an emerging economy: Adoption theory perspective. Asia Pac. J. Mark. Logist. 2018, 30, 952–971. [CrossRef]
Paper not yet in RePEc: Add citation now
Denoon-Stevens, S.P.; Ramaila, E. Community facilities in previously disadvantaged areas of South Africa. Dev. S. Afr. 2018, 35, 432–449. [CrossRef]
- Department of Telecommunications and Postal Services. National e-Strategy: Technology Working for the People to Build an Information and Knowledge Society; Department of Telecommunications and Postal Services: Pretoria, South Africa, 2017. Available online: https: //www.dtps.gov.za/images/phocagallery/Popular_Topic_Pictures/National-e-strategy.pdf (accessed on 15 December 2021).
Paper not yet in RePEc: Add citation now
- Faraoni, M.; Rialti, R.; Zollo, L.; Pellicelli, A.C. Exploring e-Loyalty antecedents in B2C e-commerce: Empirical results from Italian grocery retailers. Br. Food J. 2019, 121, 574–589. [CrossRef]
Paper not yet in RePEc: Add citation now
- Fortes, N.; Rita, P. Privacy concerns and online purchasing behavior: Towards an integrated model. Eur. Res. Manag. Bus. Econ. 2016, 22, 167–176. [CrossRef]
Paper not yet in RePEc: Add citation now
Gazzola, P.; Colombo, G.; Pezzetti, R.; Nicolescu, L. Consumer empowerment in the digital economy: Availing sustainable purchasing decisions. Sustainability 2017, 9, 693. [CrossRef]
- Gcaza, N.; Von Solms, R. A strategy for a cybersecurity culture: A South African perspective. Electron. J. Inf. Syst. Dev. Ctries 2017, 80, 1–17. [CrossRef]
Paper not yet in RePEc: Add citation now
- Gorondutse, A.H.; Abdullah, H.H. Influence of differentiation strategy on performance of hotels: The moderating role of environmental munificence. J. Bus. Retail. Manag. Res. 2017, 11, 150–161. [CrossRef]
Paper not yet in RePEc: Add citation now
- Hair, J.F.; Black, W.C.; Babin, B.J.; Anderson, R.E. Multivariate Data Analysis, 8th ed.; Pearson Publishers: Harlow, UK, 2018.
Paper not yet in RePEc: Add citation now
- Han, W.; Ada, S.; Sharman, R.; Rao, H.R. Campus emergency notification systems: An examination of factors affecting compliance with alerts. MIS Q. 2015, 39, 909–929. [CrossRef]
Paper not yet in RePEc: Add citation now
Hassani, H.; Silva, E. A Kolmogorov-Smirnov based test for comparing the predictive accuracy of two sets of forecasts. Econometrics 2015, 3, 590–609. [CrossRef]
- Heeks, R.; Shekhar, S. Datafication, development and marginalized urban communities: An applied data justice framework. Inf. Commun. Soc. 2019, 22, 992–1011. [CrossRef]
Paper not yet in RePEc: Add citation now
- Henseler, J.; Ringle, C.M.; Sarstedt, M. A new criterion for assessing discriminant validity invariance-based structural equation modeling. J. Acad. Mark. Sci. 2015, 43, 115–135. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ho, A.D.; Yu, C.C. Descriptive statistics for modern test score distributions: Skewness, kurtosis, discreteness, and ceiling effects. Educ. Psychol. Meas. 2015, 75, 365–388. [CrossRef] Sustainability 2022, 14, 5372 23 of 23
Paper not yet in RePEc: Add citation now
- Hoehle, H.; Venkatesh, V. Mobile application usability: Conceptualization and instrument development. MIS Q. 2015, 39, 435–472. [CrossRef]
Paper not yet in RePEc: Add citation now
Hung-Joubert, Y.T.; Erdis, C. Influence of retailers’ website system quality factors on online shopping in South Africa. Afr. J. Sci. Technol. 2019, 11, 211–221. [CrossRef]
Ingaldi, M.; Ulewicz, R. How to make e-commerce more successful by use of Kano’s Model to assess customer satisfaction in terms of sustainable development. Sustainability 2019, 11, 4830. [CrossRef]
- Internet World Stats. Internet Users Statistics for Africa 2021. Available online: https://www.internetworldstats.com/africa.htm (accessed on 25 December 2021).
Paper not yet in RePEc: Add citation now
Jibril, A.B.; Kwarteng, M.A.; Pilik, M.; Botha, E.; Osakwe, C.N. Towards understanding the initial adoption of online retail stores in a low internet penetration context: An exploratory work in Ghana. Sustainability 2020, 12, 854. [CrossRef]
- Johnson, O.; Iyamu, T. Framework for the adoption of e-commerce: A case of South African retail grocery sector. Electron. J. Inf. Syst. Dev. Ctries 2019, 85, e12095. [CrossRef]
Paper not yet in RePEc: Add citation now
- Johnson, V.L.; Kiser, A.; Washington, R.; Torres, R. Limitations to the rapid adoption of m-payment services: Understanding the impact of privacy risk on m-payment services. Comput. Hum. Behav. 2018, 79, 111–122. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kalkan, A.; Erdil, O.; Çetinkaya, Ö. The relationships between firm size, prospector strategy, architecture of information technology and firm performance. Proc.-S. Beh. Sci. 2011, 1, 854–869. [CrossRef]
Paper not yet in RePEc: Add citation now
Kalkanci, B.; Rahmani, M.; Toktay, L.B. The role of inclusive innovation in promoting social sustainability. Prod. Oper. Manag. 2019, 28, 2960–2982. [CrossRef]
- Kassongo, R.F.; Tucker, W.D.; Pather, S. Government facilitated access to ICTs: Adoption, use and impact on the well-being of indigent South Africans. In Proceedings of the IST-Africa Conference (IST-Africa), Gaborone, Botswana, 9–11 May 2018.
Paper not yet in RePEc: Add citation now
- Katrutsa, A.; Strijov, V. A comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria. Expert Syst. Appl. 2017, 76, 1–11. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kehr, F.; Kowatsch, T.; Wentzel, D.; Fleisch, E. Blissfully ignorant: The effects of general privacy concerns, general institutional trust, and affect in the privacy calculus. Inf. Syst. J. 2015, 25, 607–635. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kim, H.W.; Gupta, S. A user empowerment approach to information systems infusion. IEEE Trans. Eng. Manag. 2014, 61, 656–668. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kimberlin, C.L.; Winterstein, A.G. Validity and reliability of measurement instruments used in Research. Am. J. Health Syst. Pharm. 2008, 65, 2276–2284. [CrossRef]
Paper not yet in RePEc: Add citation now
Kshetri, N. Cybercrime and cybersecurity in Africa. J. Glob. Inf. Technol. Manag. 2019, 22, 77–81. [CrossRef]
- Leong, C.; Pan, S.L.; Newell, S.; Cui, L. The emergence of self-organizing E-commerce ecosystems in remote villages of China. MIS Q. 2016, 40, 475–484. [CrossRef]
Paper not yet in RePEc: Add citation now
- Levy, S.; Hino, H. Emotional brand attachment: A factor in customer-bank relationships. Int. J. Bank Mark. 2016, 34, 136–156. [CrossRef]
Paper not yet in RePEc: Add citation now
- Li, L.; Du, K.; Zhang, W.; Mao, J.Y. Poverty alleviation through government-led e-commerce development in rural China: An activity theory perspective. Inf. Syst. J. 2019, 29, 914–952. [CrossRef]
Paper not yet in RePEc: Add citation now
- Lim, J.; Beatty, S.E. Factors affecting couples’ decisions to jointly shop. J. Bus. Res. 2011, 64, 774–781. [CrossRef]
Paper not yet in RePEc: Add citation now
- Luo, M.M.; Chea, S.; Bui, T.X. Post-adoption behavior of digital media: The merge of U&G theory and affect event theory. In Proceedings of the Pacific Asia 2016 Conference on Information Systems (PACIS), Chia-Yi, Taiwan, 27 June–1 July 2016.
Paper not yet in RePEc: Add citation now
- Makame, W.H.; Park, S.; Kang, J. Factors influencing electronic commerce adoption in developing countries: The case of Tanzania. S. Afr. J. Bus. Manag. 2014, 45, 83–96. [CrossRef]
Paper not yet in RePEc: Add citation now
- Marriott, H.R.; Williams, M.D. Exploring consumers perceived risk and trust for mobile shopping: A theoretical framework and empirical study. J. Retail. Consum. Serv. 2018, 42, 133–146. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mat Aji, Z.; Affendi, M.; Affendi, S.; Sheik Osman, W.R.; Yusop, N.I. A conceptual model for psychological empowerment of telecentre users. Comp. Infor. Sci. 2010, 3, 71–79. [CrossRef]
Paper not yet in RePEc: Add citation now
Mhlanga, D. Artificial Intelligence in the Industry 4.0, and Its Impact on Poverty, Innovation, Infrastructure Development and the Sustainable Development Goals: Lessons from Emerging Economies? Sustainability 2021, 13, 5788. [CrossRef]
- Mpinganjira, M. Precursors of trust in virtual health communities: A hierarchical investigation. Inf. Manag. 2018, 55, 686–694. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mramba, N.; Apiola, M.; Kolog, E.A.; Sutinen, E. Technology for street traders in Tanzania: A design science research approach. Afr. J. Sci. Technol. 2016, 8, 121–133. [CrossRef]
Paper not yet in RePEc: Add citation now
- Naranjo-Zolotov, M.; Oliveira, T.; Casteleyn, S. Citizens’ intention to use and recommend e-participation: Drawing upon UTAUT and citizen empowerment. Inf. Technol. People 2019, 32, 364–386. [CrossRef] Sustainability 2022, 14, 5372 21 of 23
Paper not yet in RePEc: Add citation now
- Ndayizigamiye, P.; Khoase, R.G. Inhibitors of the adoption of e-commerce by SMMES in two South African cities. Int. J. eBus. eGov. Stud. 2018, 10, 51–66.
Paper not yet in RePEc: Add citation now
- Noruwana, L.; Chigona, W.; Malanga, D.F. How information and communication technologies empower disadvantaged communities in Cape Town, South Africa. In Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, Gqeberha, South Africa, 26–28 September 2018; ACM: New York, NY, USA, 2018; pp. 171–178.
Paper not yet in RePEc: Add citation now
- Nyahodza, L.; Higgs, R. Towards bridging the digital divide in post-apartheid South Africa: A case of a Previously disadvantaged university in Cape Town. S. Afr. J. Libr. Inf. Sci. 2017, 83, 39–48. [CrossRef]
Paper not yet in RePEc: Add citation now
- Oliveira, T.; Alhinho, M.; Rita, P.; Dhillon, G. Modelling and testing consumer trust dimensions in e-commerce. Comput. Hum. Behav. 2017, 71, 153–164. [CrossRef]
Paper not yet in RePEc: Add citation now
- Oliveira, T.; Thomas, M.; Baptista, G.; Campos, F. Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology. Comput. Hum. Behav. 2016, 61, 404–414. [CrossRef]
Paper not yet in RePEc: Add citation now
- Osman, M.A.; Tanner, M. The influence of telecentre components on the psychological empowerment of underserved community members in the Western Cape, South Africa. Electron. J. Inf. Syst. Dev. Ctries 2017, 81, 1–29. [CrossRef]
Paper not yet in RePEc: Add citation now
- Pallant, J. SPSS Survival Manual: A Step by Step Guide to Data Analysis Using IBM SPSS, 5th ed.; McGraw-Hill: New York, NY, USA, 2013.
Paper not yet in RePEc: Add citation now
Petersen, I.H.; Kruss, G. Promoting alignment between innovation policy and inclusive development in South Africa. Dev. S. Afr. 2019, 36, 351–375. [CrossRef]
- Peterson, N.A. Empowerment theory: Clarifying the nature of higher-order multidimensional constructs. Am. J. Community Psychol. 2014, 53, 96–108. [CrossRef]
Paper not yet in RePEc: Add citation now
Pick, J.B.; Nishida, T. Digital divides in the world and its regions: A spatial and multivariate analysis of technological utilization. Technol. Forecast Soc. Chang. 2015, 91, 1–17. [CrossRef]
- Podsakoff, P.M.; MacKenzie, S.B.; Podsakoff, N.P. Sources of method bias in social science research and recommendations on how to control it. Annu. Rev. Psychol. 2012, 63, 539–569. [CrossRef]
Paper not yet in RePEc: Add citation now
Ponelis, S.R.; Holmner, M.A. ICT in Africa: Enabling a better life for all. Inf. Technol. Dev. 2015, 21, 1–11. [CrossRef]
- Qureshi, S.; Xiong, J. Equitable healthcare Provision: Uncovering the impact of the mobility effect on human development. Inf. Syst. Manag. 2021, 38, 2–20. [CrossRef]
Paper not yet in RePEc: Add citation now
- Rahi, S.; Ghani, M.; Ngah, A. A structural equation model for evaluating users’ intention to adopt internet banking and intention to recommend technology. Accounting 2018, 4, 139–152. [CrossRef]
Paper not yet in RePEc: Add citation now
- Riquelme, I.P.; Román, S. Is the influence of privacy and security on online trust the same for all types of consumers? Electron. Mark. 2014, 24, 135–149. [CrossRef]
Paper not yet in RePEc: Add citation now
Schaupp, L.C.; Carter, L. The impact of trust, risk and optimism bias on e-File adoption. Inf. Syst. Front 2010, 12, 299–309. [CrossRef] Sustainability 2022, 14, 5372 22 of 23
- Sharma, S.; Mehra, D.; Akhtar, F.; Mehra, S. Evaluation of a community-based intervention for health and economic empowerment of marginalized women in India. BMC Public Health 2020, 20, 1–16. [CrossRef]
Paper not yet in RePEc: Add citation now
- Shi, D.; Lee, T.; Maydeu-Olivares, A. Understanding the model size effect on SEM fit indices. Educ. Psychol. Meas. 2019, 79, 310–334. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
- Shirazi, F.; Hajli, N. IT-Enabled Sustainable Innovation and the Global Digital Divides. Sustainability 2021, 13, 9711. [CrossRef]
Paper not yet in RePEc: Add citation now
Tandon, U.; Kiran, R.; Sah, A.N. The influence of website functionality, drivers and perceived risk on customer satisfaction in online shopping: An emerging economy case. Inf. Syst. E-Bus. Manag. 2018, 16, 57–91. [CrossRef]
- Taylor, E. Mobile payment technologies in retail: A review of potential benefits and risks. Int. J. Retail Distrib. 2016, 44, 159–177. [CrossRef]
Paper not yet in RePEc: Add citation now
Taylor, S.; Todd, P.A. Understanding information technology usage: A test of competing models. Inf. Syst. Res. 1995, 6, 144–176. [CrossRef]
- The World Bank. Closing the Feedback Loop: Can Technology Bridge the Accountability Gap? World Bank Publications: Washington, DC, USA, 2014; Available online: https://openknowledge.worldbank.org/handle/10986/18408 (accessed on 1 December 2021).
Paper not yet in RePEc: Add citation now
- Thompson, C.G.; Kim, R.S.; Aloe, A.M.; Becker, B.J. Extracting the variance inflation factor and other multicollinearity diagnostics from typical regression results. Basic Appl. Soc. Psych. 2017, 39, 81–90. [CrossRef]
Paper not yet in RePEc: Add citation now
- United Nations. The Sustainable Development Goals: 17 Goals to Transform Our World. 2020. Available online: https: //www.un.org/sustainabledevelopment/ (accessed on 7 December 2021).
Paper not yet in RePEc: Add citation now
- Venkatesh, V.; Morris, M.G.; Davis, G.B.; Davis, F.D. User acceptance of information technology: Toward a unified view. MIS Q. 2003, 27, 425–478. [CrossRef]
Paper not yet in RePEc: Add citation now
- Venkatesh, V.; Thong, J.Y.; Xu, X. Unified theory of acceptance and use of technology: A synthesis and the road ahead. J. Assoc. Inf. 2016, 17, 328–376. [CrossRef]
Paper not yet in RePEc: Add citation now
- Venkatesh, V.; Thong, J.Y.L.; Xu, X. Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Q. 2012, 36, 157–178. [CrossRef]
Paper not yet in RePEc: Add citation now
- Wang, E.S.T. Effects of brand awareness and social norms on user-perceived cyber privacy risk. Int. J. Electron. Commer. 2019, 23, 272–293. [CrossRef]
Paper not yet in RePEc: Add citation now
- Wei, K.; Li, Y.; Zha, Y.; Ma, J. Trust, risk and transaction intention in consumer-to-consumer e-marketplaces: An empirical comparison between buyers’ and sellers’ perspectives. Ind. Manag. Data Syst. 2019, 119, 331–350. [CrossRef]
Paper not yet in RePEc: Add citation now
- Xiong, J.; Qureshi, S. A model of ICTs adoption for sustainable development: An investigation of small business in the United States and China. In Proceedings of the 2013 46th Hawaii International Conference on System Sciences, Maui, HI, USA, 7–10 January 2013; IEEE: Piscataway, NJ, USA, 2013; pp. 4197–4206.
Paper not yet in RePEc: Add citation now
Ye, L.; Yang, H. From digital divide to social inclusion: A tale of mobile platform empowerment in rural areas. Sustainability 2020, 12, 2424. [CrossRef]
- Yuan, K.H.; Chan, W.; Marcoulides, G.A.; Bentler, P.M. Assessing structural equation models by equivalence testing with adjusted fit indexes. Struct. Equ. Modeling Multidiscip. J. 2016, 23, 319–330. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zhang, H.; Wang, Z.; Chen, S.; Guo, C. Product recommendation in online social networking communities: An empirical study of antecedents and a mediator. Inf. Manag. 2019, 56, 185–195. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zhou, T. An empirical examination of users’ post-adoption behavior of mobile services. Behav. Inf. Technol. 2011, 30, 241–250.
Paper not yet in RePEc: Add citation now
- Zimmerman, M.A.; Rappaport, J. Citizen participation, perceived control, and psychological Empowerment. Am. J. Community Psychol. 1988, 16, 725–750. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now