Salma S. Abed’s research while affiliated with King Abdulaziz University and other places

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Publications (20)


Conceptual framework.
Structural model. Note: * p < 0.05, ** p < 0.01, *** p < 0.001, and NS: not significant.
Theory-based empirical research examining consumer adoption of AI in banking.
Reliability, validity, and loading values of the constructs.
Cont.

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AI in Banking: What Drives Generation Z to Adopt AI-Enabled Voice Assistants in Saudi Arabia?
  • Article
  • Full-text available

March 2025

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85 Reads

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1 Citation

Rotana S. Alkadi

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Salma S. Abed

The aim of this study is to examine the factors that drive Saudi Arabian Generation Z’s intention to use voice assistants (VAs) in banking. The Technology Acceptance Model (TAM) was extended by incorporating three additional constructs: subjective norms, which capture the social influence of close relationships, including family and friends; personal innovativeness, which reflects the openness to new technologies that is characteristic of Generation Z; and perceived trust, which addresses concerns related to security and reliability that are critical in financial contexts, thereby enhancing our understanding of this phenomenon among Generation Z. A survey of 292 Generation Z respondents was collected and structural equation modeling (SEM) was employed for data analysis. The findings of the study reveal that factors such as perceived usefulness, attitude, subjective norms, personal innovativeness, and perceived trust all have a significantly positive impact on Generation Z’s intention to use AI-enabled VAs in banking. Additionally, the results indicate that perceived usefulness is influenced by ease of use, while attitude is affected by ease of use, perceived usefulness, personal innovativeness, and trust. Despite the Saudi government’s support and initiatives for the development of the AI-fintech industry, there is still a lack of understanding about consumer behavioral intention toward AI-enabled VAs in Saudi Arabia and, particularly among Generation Z. This study contributes to the existing literature and provides valuable recommendations for policymakers and fintech service providers seeking to implement effective AI-enabled VAs that enrich consumers’ engagement and experience.

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Sustainable Development through Fintech: Understanding the Adoption of Buy Now Pay Later (BNPL) Applications by Generation Z in Saudi Arabia

July 2024

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322 Reads

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7 Citations

Sustainable development has emerged as a paramount priority globally, with the fintech services playing a crucial role in achieving these goals. Although previous research has explored consumer perceptions of novel fintech services, including Buy Now Pay Later (BNPL) applications, there remains a knowledge gap regarding the factors influencing adoption among young consumers. This study addresses this limitation by investigating the determinants of BNPL app usage among Saudi Arabian Generation Z consumers, integrating the Unified Theory of Acceptance and Use of Technology and DeLone and McLean’s Information Systems Success model. A survey of 380 BNPL app consumers from Generation Z was conducted, and their responses were analyzed using structural equation modeling. The findings reveal that performance expectancy, effort expectancy, and social influence positively impact the intention to continue using BNPL apps. Furthermore, system quality, service quality, and information quality exhibit significant correlations with satisfaction within the IS Success model. The study’s outcomes are expected to inform app developers in designing effective apps that engage digital-native consumers and provide policymakers with insights to enhance fintech services. This research contributes significantly to the existing body of knowledge on fintech adoption, intentions, and satisfaction.


Consumer continuous use of and satisfaction with Fintech payment applications in Saudi Arabia: towards an integrated model

July 2024

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8 Reads

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7 Citations

Purpose The purpose of this paper is to examine the factors that influence Saudi Arabian users’ intentions to continue using fintech payment applications and their satisfaction with these applications. Design/methodology/approach The unified theory of acceptance and use of technology 2 and DeLone and McLean’s IS success model were integrated to provide a comprehensive framework. A questionnaire was distributed to 401 users of fintech payment applications, and the data collected was analysed using structural equation modelling to test the hypotheses. Findings The results reveal that factors such as social influence, price value and habit have a positive influence on the continued desire to use fintech payment applications, that the performance expectancy is positively influenced by the level of effort expectancy. Additionally, the quality of the system, service and information provided by the applications has a direct association with user satisfaction, as indicated by the IS Success Model. Moreover, it was observed that customer satisfaction with fintech payment applications positively affects their intention to continue using them. Originality/value This study addresses an important gap in the existing literature by examining the factors influencing Saudi Arabian consumers’ intentions to sustain the usage of fintech payment applications. Despite governmental support for the industry, understanding consumer behaviour and satisfaction with these applications remains limited, making this research timely and valuable.


TABLE 2
Validity -Fornell and Larcker
Model fit indices
-square results of the dependent variables
Acceptance and Use of Artificial Intelligence in Online Tourism Services by Generation Z in Saudi Arabia

January 2024

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80 Reads

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6 Citations

IEEE Access

The Saudi Tourist Authority is boosting its investment in the tourist sector to help achieve its 2030 Vision. Furthermore, the Saudi Data and Artificial Intelligence Authority (SDAIA) was established to direct the national agenda and propel the Kingdom to the forefront of data-driven economies. As a result, Saudi Arabia has employed AI to make tourism more enticing and accessible while also increasing revenue and diversity. Saudi Arabia is also considered a ’youth’ country, with 36.7% of its population being under the age of 30. This, in turn, led the current study to investigate Generation Z behavioral intentions and usage of artificial intelligence (AI) in online tourism services in Saudi Arabia. The study used the technology acceptance model (TAM) and DeLone and McLean’s Information Systems Success (D&M ISS) Model as theoretical foundations to collect data from a survey of 430 Saudi Arabian Generation Z customers. The proposed model and hypotheses were examined using structural equation modeling (SEM). Perceived usefulness and perceived ease of use had a substantial impact on attitudes regarding behavioral intention and usage behavior. Furthermore, within the IS Success Model, the study’s findings revealed that system quality, service quality, and information quality influence user perceived usefulness and ease of use. This study enriches the literature on Generation Z consumers’ behavioral intention and usage behavior to use AI in online tourism services, a topic that requires additional investigation. In addition, this study broadens the TAM’s theoretical potential by incorporating DeLone and McLean’s Information Systems Success Model, which examines AI in Saudi Arabian internet tourism.


Literature Review of Theory-Based Empirical Research Examining Consumers’ Adoption of IoT

January 2024

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57 Reads

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2 Citations

IFIP Advances in Information and Communication Technology

The Internet of Things (IoT) is an international context that is in the process of massive development. The IoT has initiated new opportunities in the technological context and is one of the most central technological initiatives today. This study conducted a systematic review of the related literature examining theory-based empirical research on IoT adoption by consumers. Forty-three studies were identified between 2011 and 2023 in 20 different countries, mostly Malaysia, Turkey and India. The studies have mostly examined IoT adoption in smart homes, IoT adoption in the retail service industry (consumer shopping), and IoT adoption in healthcare and fitness wearable devices. The main theory that was used to examine the consumer adoption of IoT was the Technology Acceptance Model (TAM). The most examined constructs that were found to be significant in relation to behavioural intention were perceived usefulness, perceived ease of use, and trust. This research provides theoretical implementations for future researchers who are interested in examining the IoT adoption of consumers in different countries and different technological contexts.


Figure 1. SPAR-4-SLR protocol. Note: the symbol * allows to search multiple variations of the keywords.
Figure 4. (A) Geographical context. (B) Geographical context on the world map.
Figure 6. Number of significant and non-significant factors identified in the literature.
Review protocol.
The ten most cited studies (Extracted 3 May 2023).
Consumer Acceptance of Fintech App Payment Services: A Systematic Literature Review and Future Research Agenda

October 2023

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596 Reads

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12 Citations

Journal of theoretical and applied electronic commerce research

This research has undertaken a systematic literature review (SLR) of articles focusing on the acceptance of fintech payment services by identifying 84 peer-reviewed articles published in international scientific journals from 2015 to April 2023. This paper uses the Scientific Procedures and Rationales for Systematic Literature Reviews (SPAR-4-SLR) protocol to gather relevant articles and the theory, context, constructs, and methodology (TCCM) framework to analyse them. The conducted SLR has several findings. First, the Technology Acceptance Model (TAM) is the main theory used to examine consumers’ acceptance of fintech payment services. Second, studies in this area have been conducted in 24 countries, with a focus on Indonesia, Malaysia, and China. The study themes identified include fintech payment apps, Buy Now Pay Later (BNPL), mobile payment, fintech services, e-wallet, and Islamic Fintech. Third, the perceived usefulness, trust, perceived ease of use, and attitude are the four main constructs found to have a significant association with behavioural intention. Finally, most studies (64) rely on quantitative methods, particularly questionnaires. Based on the findings, this study identifies research gaps and provides a future research agenda. The review also has practical implications for policymakers and corporations in developing strategies and policies promoting the acceptance of fintech payment services. Limitations include B2C focus, exclusion of B2B behavior, lack of targeting specific user demographics, and reliance on secondary data. These present opportunities for further research.


The role of meta-UTAUT factors, perceived anthropomorphism, perceived intelligence, and social self-efficacy in chatbot-based services?

July 2022

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694 Reads

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184 Citations

Technological Forecasting and Social Change

The growing usage of chatbots in the service industry indicates the ongoing transformation occurring in this sector. However, minimal research has (i) investigated the important attributes related to chatbot-based service continuance intention and social self-efficacy. This study proposed an extended meta-UTAUT framework to investigate the gaps by including perceived intelligence and anthropomorphism (system factors) in the model. The model is analysed using structural equation modelling with 420 respondents. The study results indicated that perceived intelligence and anthropomorphism are more related to building attitude and continuing intention of using chatbot-based services than traditional meta-UTAUT constructs. Furthermore, the model results demonstrated that system factors are negatively associated with continuation intention when interactive with social self-efficacy. The study results extend the theoretical knowledge available in meta-UTAUT, technology-based services, and social cognitive theory. In addition to the academic contribution achieved, the study results develop insights into service practices for IT managers.


Consumer adoption of mobile payment services during COVID-19: extending meta-UTAUT with perceived severity and self-efficacy

January 2022

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516 Reads

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172 Citations

International Journal of Bank Marketing

Purpose The purpose of this paper is to identify and examine the important factors that could affect consumers' behavioural intention and use behaviour towards mobile payment services during COVID-19. Design/methodology/approach The proposed model extends meta-Unified Theory of Acceptance and Use of Technology (meta-UTAUT) model with perceived severity and self-efficacy factors affecting consumers' behavioural intention and use behaviour towards mobile payment services. A convenient sampling technique has been utilized to gather data from a self-administered questionnaire. The data collection was restricted to the online mode to avoid any physical contact considering the COVID-19 situation. Findings The findings revealed that performance expectancy, effort expectancy and perceived severity have a significant positive impact on consumers' attitude; facilitating conditions has a significant positive impact on effort expectancy; self-efficacy has a significant positive impact on effort expectancy; attitude has a significant positive impact on behavioural intention; and behavioural intention has a significant positive impact on use behaviour. Social influence did not confirm any significant relationship. Research limitations/implications The current research study has utilized a non-probability convenient sampling technique to gather data through a self-administered questionnaire. The data collection was restricted to the online mode to avoid any physical contact considering the COVID-19 situation. The respondents were adopters of mobile payment services. The scope of the study is the COVID-19 context or related chronic diseases context where major preventive mechanisms such as social distancing and avoidance of physical contacts are vital. Originality/value This study has extended the meta-UTAUT model with the COVID-19 context-specific constructs and relationships. The undertaken work has strengthened the explanability of the model. The inclusion of context relevant variables such as perceived severity and self-efficacy and their association with the existing meta-UTAUT framework have enriched the context of the study. The current study offers a holistic understanding of significant factors influencing Indian consumers’ adoption of mobile payment services in the COVID-19 context.


Journal of Computer Information Systems: Intellectual and Conceptual Structure

January 2022

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206 Reads

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14 Citations

Journal of Computer Information Systems

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Alex Koohang

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This study examines the intellectual and conceptual structure of the Journal of Computer Information Systems (JCIS) from 1995 to 2021. The evolution of the key topics and the performance of different actors like the key publications, authors, institutions, countries, etc., are reported using a hybrid methodology based upon scientometrics and topic modeling. The latent topics are discovered using structural topic models, and the temporal deviation in the topic prevalences from 1995 to 2021 is visualized. Further, this study reports the most prominent articles, themes, and collaboration patterns using co-citation network analysis, assessment of keywords co-occurrences, and exploration of coauthorship patterns. Finally, the disciplinary influences and knowledge exchange across disciplines are reported. The most significant findings from the study reveal that themes such as “Information Security and Privacy,” “Social Commerce and Social Networking Sites,” “Social Media, Web Search and User Satisfaction,” “Big Data Analytics and Cloud Computing, and “ICT for Economic Development and Empowerment” may become the hotspot for future research. The social exchange of knowledge reveals intra-disciplinarity, where JCIS gets most of the knowledge from the information systems domain itself. However, closest associations with the general business domain, computer science, marketing, organization science, and psychology for knowledge inflows make JCIS a net knowledge receiver. © 2022 International Association for Computer Information Systems.


Women Entrepreneurs’ Adoption of Mobile Applications for Business Sustainability

October 2021

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313 Reads

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31 Citations

Business sustainability is a major goal for every entrepreneur, especially women entrepreneurs. The term “business sustainability” refers to efforts that help a company’s long-term growth and competitive edge over its competitors. This study sought to empirically examine the adoption of mobile applications by women entrepreneurs as a means of business sustainability. Using the UTAUT as a theoretical model, this research examined this model and its associated hypotheses by applying structural equation modelling. The survey results from 330 women entrepreneurs in Saudi Arabia show that social influence, followed by effort expectancy, has the most significant influence on the behavioural intention to use mobile applications. On the other hand, facilitating conditions were found to be an insignificant predictor of the behavioural intention of women entrepreneurs in Saudi Arabia to use mobile applications.


Citations (20)


... Additionally, user satisfaction has a direct relationship with the quality of the system, service, and information provided by the applications. Additionally, it was noted that customers' satisfaction with fintech payment applications has a positive impact on their intention to continue using them [47]. The comparison between our study and previous research shows both the similarities and differences in the understanding of user behaviour, satisfaction, and continuous intention. ...

Reference:

User Experiences in Over-The-Top (OTT) Streaming Media Platform Services
Consumer continuous use of and satisfaction with Fintech payment applications in Saudi Arabia: towards an integrated model
  • Citing Article
  • July 2024

... [48] revealed that trust has a significant influence on users' attitudes towards online banking services. When consumers trust mobile banking, they are more likely to develop a positive attitude [49], feeling comfortable and safe using it. Building this trust is made possible by several key factors, such as consistency in positive experiences, the implementation of robust security measures and the maintenance of clear and transparent communication by service providers [25]. ...

AI in Banking: What Drives Generation Z to Adopt AI-Enabled Voice Assistants in Saudi Arabia?

... Despite being less tolerant of stress, they have an extraordinary ability to multitask, transform their place of work, and create a new environment to suit their preferences. Contrarily, as illustrated in Table I, Gen Z comprises an employee cohort born between 1997 and the mid-2010s (Akram, 2024;Abed, 2024). They are the second-youngest generational cohort between Generation Alpha and Millennials. ...

Acceptance and Use of Artificial Intelligence in Online Tourism Services by Generation Z in Saudi Arabia

IEEE Access

... FinTech development has reshaped the financial sector rapidly, providing users with new approaches to financial management and accessibility to services (Gomber et al., 2018). Prior studies in diverse contexts, such as those examining Generation Z in Saudi Arabia (Abed & Alkadi, 2024)with the fintech services playing a crucial role in achieving these goals. Although previous research has explored consumer perceptions of novel fintech services, including Buy Now Pay Later (BNPL and Gen Y in India (Aggarwal et al., 2023), emphasize trust, convenience, and mobile usage as critical determinants. ...

Sustainable Development through Fintech: Understanding the Adoption of Buy Now Pay Later (BNPL) Applications by Generation Z in Saudi Arabia

... The foundational research conducted by Chen and Chang [22] highlights the critical role that consumer readiness and the convenience offered by smart technologies play in facilitating retail purchases. This study, along with subsequent research by Sohn [53] and Abed [54], underscores the positive impact of prior experience with AI technologies and similar technologies (e.g., IoT devices) on consumers' perceptions of utility and ease of use, as well as their AI use readiness in physical retail stores. Specifically, Sohn's findings indicate that AI's ability to reduce consumer uncertainty about product fit significantly enhances the attractiveness of retail platforms. ...

Literature Review of Theory-Based Empirical Research Examining Consumers’ Adoption of IoT
  • Citing Conference Paper
  • January 2024

IFIP Advances in Information and Communication Technology

... Taking inspiration from these insights, our study delves into how ease of use, risk perception, and understanding of financial technology impact a person's intention to adopt "buy noe, pay later" services, particularly SpayLater. This inquiry fits natuarlly with the broader narrative developed by previous research on moblie payment adoption (Almajali et al., 2022); (Alkadi & Abed, 2023). ...

Consumer Acceptance of Fintech App Payment Services: A Systematic Literature Review and Future Research Agenda

Journal of theoretical and applied electronic commerce research

... These outcomes resonate with previous research studies, such as those conducted by Alalwan et al. and Balakrishnan et al. [41][42], thus reinforcing the alignment of these findings with prior academic investigations. ...

The role of meta-UTAUT factors, perceived anthropomorphism, perceived intelligence, and social self-efficacy in chatbot-based services?
  • Citing Article
  • July 2022

Technological Forecasting and Social Change

... A structured synthesis of this knowledge would also enable researchers to understand the field's disciplinary composition and evolving methodological approaches. Notably, the current MP literature is dominated by quantitative methods (Abdullah & Naved Khan, 2021), often at the expense of qualitative insights and interdisciplinary perspectives-both of which are essential for capturing the multifaceted nature of MP adoption and system implementation (Ha et al., 2024;Al-Qudah et al., 2022;Ali et al., 2023;Upadhyay et al., 2022). To address these issues, this study conducts a citation and co-citation analysis to systematically map the core knowledge structure and thematic evolution of MP research from 1996 to 2023. ...

Consumer adoption of mobile payment services during COVID-19: extending meta-UTAUT with perceived severity and self-efficacy
  • Citing Article
  • January 2022

International Journal of Bank Marketing

... Chen (2020b) [97], with a collaboration score of 235, also shows solid bibliographic ties to works like Chen (2022c) [102] and Chen (2020a) [103], contributing to its unified research agenda. Other documents, such as Sharma (2023) [104], Goodell (2022) [98], and Ebadi (2020) [105], with collaboration scores ranging from 201 to 190, also exhibit significant bibliographic coupling. These documents maintain strong collaborative engagement within their clusters, contributing to the intellectual and thematic richness of the network. ...

Journal of Computer Information Systems: Intellectual and Conceptual Structure
  • Citing Article
  • January 2022

Journal of Computer Information Systems

... Other studies examined the role of women entrepreneurship in economic development (Alrasheedi and Abualfalayeh, 2020) and the adoption of mobile applications for business sustainability among women entrepreneurs (Abed, 2021). COVID-19, entrepreneurial ecosystem, and feminist solidarity have also been topics of interest for Alessa et al. (2021), Ali et al. (2019), andAl-Kwifi et al. (2020), respectively. ...

Women Entrepreneurs’ Adoption of Mobile Applications for Business Sustainability