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Although several researchers have made significant efforts to examine the adoption of social media marketing technology in Nigeria, many have focussed on large organizations while others have constantly extrapolated the findings obtained in the Western world as if small and medium enterprises (SMEs) have the same structure, managerial capabilities, and operate in the same way. This has hindered the development of an integrated framework aimed at unravelling the factors shaping the adoption of social media marketing applications in SMEs in Nigeria. The paper, therefore, aims to explore some antecedent factors that shape SMEs adoption of social media marketing applications in SMEs in Nigeria.

The study deployed a qualitative approach with the use of unstructured and semi-structured interviews with a total of 20 participants drawn purposeful from Nigeria directories and analysed by using a hybrid method of thematic analysis.

The study developed an extended technology–organization–environment framework (TOE) framework that incorporated the communication context, which aids in identifying 11 key success factors shaping SMEs adoption of social media marketing technology in Nigeria. The findings associated with the extended TOE framework show that they have an impact on social media marketing technology adoption in SMEs.

Because the researchers adopted the qualitative method, the findings may lead to some bias in the analysis of the data which may limit the insights into the key factors shaping the adoption of social media marketing technology adoption. Future studies may adopt a mixed-method approach or a comparative approach to confirm the finding and to better understand the critical factors linked to the framework. Although it is believed the with the use of thematic data analysis, the results are well associated with the structure; however, the structure has limitations. Drawing from the data analysis, the factors are limited. Other factors which may positively influence social media marketing adoption in SMEs. Hence, further studies are needed in this area in a bid to explore these factors by using different research appraoches.

The study has enriched the existing TOE framework and provided insights into the dominant issue faced by SMEs in adopting social media marketing technology, provided an analytical dimension, reliable explanation of these finding and tool for evaluating some of the challenges faced by SMEs in the adoption of social media marketing technology.

As insiders remain to be a main reason behind security breaches, effective information security awareness campaigns become critical in protecting organizations from security incidents. The purpose of this paper is to identify factors that influence organizational adoption and acceptance of computer-based security awareness training tools.

The paper uses content analysis of online reviews of the top ten computer-based security awareness training tools that received Gartner peer insights Customers’ Choice 2019 award.

This study identifies nine critical adoption and success factors. These are synthesized into a conceptual framework based on the technology–organization–environment framework. The findings reveal that technological, organizational and environmental factors come into play in adoption decisions but with varying degrees of importance.

This study highlights key factors that technology vendors should take into consideration when designing computer-based security awareness training tools to increase adoption rates.

This research offers a novel contribution to the literature on information security awareness delivery methods by identifying key factors that influence organizational adoption and acceptance of computer-based security awareness training tools. Those factors were identified using content analysis of online reviews, which is a new methodological approach to the information security awareness literature.

This paper aims to explore the factors of social media adoption by zakat institutions.

This study uses qualitative data as the main source of evidence. Data were collected using semi-structured face-to-face interviews. Ten respondents from eight zakat institutions across Malaysia were interviewed. Judgement sampling and snowballing techniques were used to select respondents. Data analysis was done in three phases, namely, data reduction, data display and conclusion confirmation.

The findings of this study found perceived benefits, ease of use, accessibility, formalization, training, management push and indirect public push to be the determinant factors that contribute to the adoption of a social media application in zakat institutions. They are discussed and organized into a few groups under four categories, namely, technological, organizational and environmental contexts based on the TOE framework.

This study contributes to the existing body of knowledge in technology adoption understanding with the engagement of a range of Technology Organization Environment (TOE) framework. However, for future research, quantitative data involving the zakat payers should be anticipated to further understand the issue.

Output from this study may be useful to the adoption champions within zakat institutions, such as decision-makers and marketing officers. These people can help to provide guidelines and steer managers to focus on the identified factors in this study when adopting social media.

The finding from this study may help to increase the efficiency of two-way communication between zakat institutions and the community. It was found that the adoption of social media improved communication activities with the public and better handling of negative perceptions towards zakat institutions. The findings proved that using social media applications in zakat institutions can help create a better organizational image for the public by publishing instant and continuous news feeds on activities that specifically cater to the need of the asnaf. This can alleviate negative perceptions that zakat institutions are only good in collecting money, but not effective in helping the poor.

Previous zakat literature has focussed on different issues such as the determinants of zakat compliance behaviors, zakat fund management, distribution of funds, zakat information system and digital marketing; however, little is known about how and why zakat institutions adopt social media applications as a communication tool with the public. Thus, this research makes a difference by focussing on a new aspect of study in the zakat environment, which aims to explore the factors of social media adoption by zakat institutions. This study also proposes the new appropriate TOE framework to understand the adoption behaviour by the zakat institution towards social media application.

The purpose of this study is to propose an integrated model based on expectation-confirmation model (ECM) and technology acceptance model (TAM) to examine whether environmental, human, organizational and technology factors as the antecedents to physicians’ beliefs can affect their satisfaction and continuance intention of the cloud-based hospital information system (HIS).

Sample data for this study were collected from physicians at six hospitals in Taiwan. A total of 600 questionnaires were distributed, and 471 (78.5 per cent) usable questionnaires were analyzed using structural equation modeling in this study.

This study proposes a solid research model that is based on ECM and TAM, four types of factors, environmental factor, human factor, organizational factors and technology factors, as antecedents to physicians’ continuance intention of the cloud-based HIS have been examined. This study’s results strongly support the research model with all hypothesized links being significant, and control variables have no confounding effects on physicians’ continuance intention of the cloud-based HIS.

This study contributes to physicians’ continuance intention toward the cloud-based HIS based on ECM, TAM, technology-organization-environment framework and human-organization-technology fit framework, and reveals deep insights into the evaluation of determinants in the field of physicians’ continuance intention of the cloud-based HIS. Accordingly, it is particularly worth mentioning that IS and non-IS determinants are simultaneously evaluated and taken into consideration in this study’s theoretical development of physicians’ continuance intention of the cloud-based HIS to acquire a more comprehensive and robust analysis.

The purpose of this paper is to specifically investigate and prioritize the effects of 13 factors in determining ICT adoption in Nigerian universities.

The constructs of theoretical framework of technology‐organization‐environment (T‐O‐E) underpin the survey. The survey adopted in‐depth unstructured and semi‐structured interviews with 30 senior executives drawn purposefully from at least one university in each of the five state capitals in south‐eastern Nigeria.

Evidence from the study shows that, irrespective of the perceived competitive pressures and perceived benefits of ICT solutions, government‐owned universities are yet to exploit its full potentials in their operations. This behaviour is informed by incessant corrupt practices; irregular energy supply and internet connectivity/accessibility; lack of financial capacity, expert skills, managerial and technical flexibility/support; and poor regulatory policies and government supports.

The paper raised some challenges that will serve as points of departure to future researchers and provides university management, government, policy makers, and other stakeholders the bases for encouraging ICT adoption.

This study aims to systematically review the current academic literature on the role of technologies in low-carbon supply chain management (SCM), identify and analyse critical themes and propose an integrated conceptual model.

A systematic literature review of 48 papers published between 2010 and 2022 was conducted. A conceptual model was advanced.

Based on the analysis and synthesis of the reviewed papers, this review provides an initial attempt to integrate technology adoption and low-carbon SCM by developing a diffusion of innovation model of technology-enabled low-carbon SCM within the technology–organisation–environment (TOE) framework, in which drivers, enablers and barriers to technology adoption practices are identified. The environmental, economic and social outcomes of adoption practices are also identified.

This study provides a novel and comprehensive roadmap for future research on technology-enabled low-carbon SCM. Furthermore, policy, as well as managerial implications, is presented for policymakers and managers.

This paper aims to propose a conceptual framework showing factors favoring the adoption of information systems (IS)-based service innovations in the public sector at the organizational level.

The research design is based on the development of a theoretical framework from the technology–organization–environment framework and from a case study of an outsourced IS-based electronic document management system from six different ministries in the same state in Mexico.

Strong contrasts in the degree of adoption of the service innovation appeared among various ministries involved in state government, revealing differences in the presence or absence of key variables, integrated into theoretical framework, including perception of external pressure; perception of benefits and risks and organizational readiness; and political, sociotechnical and economical inertia in given institutional conditions, leading to different public value outcomes associated with intraorganizational efficiencies and to the relationship between public administration and politicians.

Public managers must consider process mapping and sources of political, sociotechnical and economical inertia in given institutional conditions, to ensure a satisfactory adoption of service innovations in public administration and create public value. The promotion of a more structured and enduring professional career system in such context is another key to the adoption of innovations.

Based on theoretical and empirical grounds, the main contribution of this paper is to emphasize, through an integrated theoretical framework, the relatively unexplored roles of process mapping in organizational readiness and of political, sociotechnical and economic sources of inertia in relation to specific agents in the adoption of public sector service innovations at the organizational level in the context of the public administration in Mexico to produce public value.

The purpose of this study is to investigate the factors affecting the intention to adopt blockchain technology (BT) in operations and supply chain and to explore the moderating role of sustainability-oriented supplier development on the effects studied.

The authors developed a conceptual framework based on the integration of technology-organization-environment (TOE) framework and diffusion of innovation (DOI) theory along with several strands of the literature in supply chain management and information systems. Drawing on survey data from 412 supply firms, a novel model using partial least squares structural equation modeling (PLS-SEM) was empirically tested in the context of the apparel industry of Bangladesh – the world's second-largest apparel supplier nation.

The findings supported the theoretical framework developed. In particular, the findings suggested that supplier firms' intention to adopt blockchain in supply chains is influenced by relative advantage, compatibility, perceived trust, top management considerations, absorptive capacity, information sharing and collaborative culture, and trading partners' influence. However, regulatory support is yet to play a significant role in blockchain adoption behaviour. The findings also suggest that supplier development for sustainability significantly moderates the relationship between the several drivers' (e.g. relative advantage, compatibility, top management considerations and trading partners' influence) effects on blockchain adoption.

The findings could help in developing an enabling environment for introducing blockchain-based apparel operations and supply chains.

The study contributes to and expands the embryonic research stream of sustainable supply chain management and BT. In particular, the paper provides neoteric evidence on how supplier development towards achieving sustainability moderates the effects of organizational, technological, and environmental drivers on the intention to adopt BT.

The study aimed to examine the robotic process automation (RPA) contextual (center of excellence and scalability) and the multidisciplinary (TOE) determinants of RPA adoption in service industries in the emerging economy.

Ten factors were identified through literature surveys and popular studies grounded in technology, organization and environment. SPSS AMOS SEM is used for scale measurement and hypotheses testing. A sample of 313 respondents was collected from middle to above middle management executives of service industries from India. The authors tested the hidden layers and non-linear relationships using artificial neural network (ANN) analysis.

The low complexity, center of excellence (CoE), and industry/business partner pressure were significant to the RPA adoption in service industries in emerging economies. Counterintuitively, the scalability showed a negative influence on the RPA adoption, and the process capability did not show influence. The results of SEM and ANN were consistent.

This research can unfold the RPA adoption scholarly debate to multiple services industries beyond the telecom sector in emerging economies.

RPA is a disruptive technology on the artificial intelligence (AI) continuum. It has the potential to change the ways of working and enable technology-driven transformation. However, despite having thriving service industries that can benefit from RPA, emerging economies lag in adoption compared to the developed nations.

The RPA and automation can bring transformation to human society. Large economies such as India and China have large-scale demand for services, and the waiting lines are a common issue struggled by society. RPA can address the scalability issues of several services.

This study is among the first to examine technology-organization-environment (TOE) with RPA, including RPA contextual variables such as the CoE and scalability. Literature reports TOE applications on several emerging technologies of Industry 4.0 such as cloud, blockchain, big data and 3 Dimensional Printing (3DP), but no or little reported studies around RPA in services industries in emerging markets.

The objective of this research is to identify and prioritize the critical factors that influence the adoption of blockchain technology within the banking sector.

A well-known theoretical framework, the “Technology Organization Environment (TOE),” was chosen to analyze what criteria and sub-criteria affect blockchain adoption in the banking sector after a thorough assessment of the prior literature. Following that, 3 evaluation criteria and 14 sub-criteria were selected and verified using expert opinion. A survey design was created, and data for the study has been collected from various information technology (IT) managers/officers in the banking sector. A fuzzy analytic hierarchy process (Fuzzy-AHP) was then used to meet the purpose of the research.

The study identified that the organizational dimension is the most significant criteria for blockchain adoption in the banking sector, followed by the environmental dimension. In contrast, the technological dimension is the least influential criterion. Clientele pressure, IT resources, financial resources, pressure from competitors and relative advantage are the most influential sub-criteria for blockchain adoption.

This study provides valuable insights to bank managers, blockchain and IT developers, third-party service providers and policymakers. For instance, adopting the same blockchain platform is easier for both large and small banks for banking operations by using third-party service provider. At the same time, banks should have the banks' own core team to implement the blockchain-based systems or to have control over the third-party service providers during the adoption stage.

To the best of the authors' knowledge, no empirical studies have used a holistic organizational context to understand the factors influencing the adoption of blockchain technology from traditional to blockchain-based banking systems.