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Niu, Jinfang. "Diffusion and adoption of research data management services." Global Knowledge, Memory and Communication 69, no. 3 (September 6, 2019): 117–33. http://dx.doi.org/10.1108/gkmc-05-2019-0057.
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Purpose This paper aims to identify the diffusion patterns, especially the communication channels, in the diffusion and adoption of research data management services (RDMS) among libraries. Design/methodology/approach Literature about the RDMS in individual libraries was gathered and analyzed. Data relevant to the research questions were extracted and analyzed. Findings Early adopters conduct much original research to create RDMS and they often serve as change agents in diffusing their RDMS and related innovations to other libraries. In contrast, late adopters usually learn from early adopters and use their innovations for establishing their own RDMS. Communication channels used in diffusing RDMS deviate slightly from those reported in general diffusion of innovations (DOI) theories. Research limitations/implications Gathered literature provides incomplete and uneven information for RDMS adopters. This makes it difficult to identify adopter categories and test many generalizations in DOI theories. To overcome these limitations, surveys and interviews will be conducted in the future. Originality/value Findings from this project contribute to general DOI theories because RDMS is unique compared with many other innovations. The diffusion of RDMS is a decentralized process that involves a high-degree of reinvention and it involves the generation and diffusion of many relevant innovations. The project also identified scholarly communication and inter-organization networks as new types of communication channels that are not well accounted for in existing DOI theories.
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Buć, Sanjana, and Blaženka Divjak. "Key Factors of an Organization’s Environment for the Acquisition and Assimilation of an Innovation." Journal of information and organizational sciences 42, no. 1 (June 26, 2018): 17–37. http://dx.doi.org/10.31341/jios.42.1.2.
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The paper deals with influential factors of an organization’s environment in the initial phase of diffusion of innovations (DOI) within the organization. A qualitative research was carried out with two expert groups: one for the diffusion of e-learning as an innovation in a higher education institution and the other for the diffusion of the Building Information Modelling (BIM) in a Construction Industry. The research disclosed 20 common factors. The internal environment group covers management support, the attitude towards innovation, strategic planning and communication, motivation and expertize of employers, available resources and IT maturity level of an organization. The group of business environment factors consists of competitors, clients and partners, supply and demand balance on the specific market for goods and services. In the social environment group, three factors are recognized on the national level and two on the global levels. The holistic model combines the theory of DOI and the concept of absorption capacity.
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Wainwright, David W., and Teresa S. Waring. "The Application and Adaptation of a Diffusion of Innovation Framework for Information Systems Research in NHS General Medical Practice." Journal of Information Technology 22, no. 1 (March 2007): 44–58. http://dx.doi.org/10.1057/palgrave.jit.2000093.
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This paper proposes an adapted diffusion of innovation (DOI) framework that may be considered relevant and useful to researchers undertaking studies of information systems innovations in healthcare organizations. A particular focus concerns problems and issues associated with professional cultures and powerful organizational control structures. A review of four empirical DOI studies are undertaken to identify candidate frameworks for the retrospective analysis of a pilot study conducted across General Medical Practices based within a Primary Care Trust in the north east of England. A research approach, based on phenomenology, semi-structured interviews and template analysis is adopted in order to conduct and provide a rich analysis of the data. The findings are discussed using the modified DOI framework. Discussion and conclusions relate to the extended use of the DOI framework, its further development and how it may be used to understand how ICT innovation is politically constrained, perceived and motivated within healthcare environments
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Cua, Francisco, Steve Reames, and Joe Choon Yean Chai. "Relationships in Technological Processes." International Journal of Information Systems and Social Change 4, no. 2 (April 2013): 17–41. http://dx.doi.org/10.4018/jissc.2013040102.
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The process model and theory of Diffusion of Innovations (DOI) and the new idea of how technology spreads in an organization are discussed. A comparison between DOI and the Relationship Marketing (RM) theory is examined. Managers who desire innovation or utilize RM theory for third-party change agents are explored. Request for Information (RFI), and Request for Proposal (RFP) utilized by managers that desire technological innovation in the procurement process is discussed. A case study of the commercialization, innovation, feedback-assessment procurement processes of the DOI is conducted in a large public-sector university that procured and implemented an Enterprise Resource Planning (ERP) system. The study revealed that the innovation process was inadequate to explain the outcome. The conclusion reveals that an opportunity or a threat is co-dependent on how each party perceives on or the other’s premise; either premise is irrelevant if one side or the other refuses to foster the relationship.
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Bostock, Lisa, Amy Lynch, Fiona Newlands, and Donald Forrester. "Diffusion theory and multi-disciplinary working in children’s services." Journal of Integrated Care 26, no. 2 (April 16, 2018): 120–29. http://dx.doi.org/10.1108/jica-10-2017-0039.
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Purpose The purpose of this paper is to explore how innovation in children’s services is adopted and developed by staff within new multi-disciplinary children’s safeguarding teams. It draws on diffusion of innovations (DOI) theory to help us better understand the mechanisms by which the successful implementation of multi-disciplinary working can be best achieved. Design/methodology/approach It is based on interviews with 61 frontline safeguarding staff, including social workers, substance misuse workers, mental health workers and domestic abuse workers. Thematic analysis identified the enablers and barriers to implementation. Findings DOI defines five innovation attributes as essential for rapid diffusion: relative advantage over current practice; compatibility with existing values and practices; complexity or simplicity of implementation; trialability or piloting of new ideas; and observability or seeing results swiftly. Staff identified multi-disciplinary team working and group supervision as advantageous, in line with social work values and improved their service to children and families. Motivational interviewing and new ways of case recordings were less readily accepted because of the complexity of practicing confidently and concerns about the risks of moving away from exhaustive case recording which workers felt provided professional accountability. Practical implications DOI is a useful reflective tool for senior managers to plan and review change programmes, and to identify any emerging barriers to successful implementation. Originality/value The paper provides insights into what children’s services staff value about multi-disciplinary working and why some aspects of innovation are adopted more readily than others, depending on the perception of diffusion attributes.
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Mamun, Abdullah Al. "Diffusion of innovation among Malaysian manufacturing SMEs." European Journal of Innovation Management 21, no. 1 (January 8, 2018): 113–41. http://dx.doi.org/10.1108/ejim-02-2017-0017.
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Purpose The purpose of this paper is to examine the attributes of innovation adoption and its effects on the performance of Malaysian manufacturing SMEs. Design/methodology/approach Quantitative data were collected from 360 randomly selected manufacturing SMEs through structured interviews. Findings The findings of the study confirmed that, in Malaysian manufacturing SMEs, the degree of persuasion (i.e. relative advantages, compatibility, complexity, trialability and observability), strategic orientation (i.e. consumer, market and entrepreneurship) and firm antecedents (i.e. prior condition, knowledge and risk orientation) have significant effects on the innovation (i.e. product, process and service) adoption and performance of SMEs. Practical implications For policymakers, this study emphasizes the areas to focus on the development of an effective innovation ecosystem for an innovation-led economy. Because SMEs operate with limited resources and capacity, the programs and policies for innovation support systems must focus on providing new innovation information, cost-benefit analyses for new innovation adoption, innovation adoption processes and how new innovations affect performance. Originality/value The paper examines an important, but under-researched issue – designed and tested a model under the premises of the DOI and organizational diffusion of innovation theories which improve the knowledge and understanding about the innovation adoption by manufacturing SMEs.
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Keller, Anna, Andrea Aguilar, and Daniel Hanss. "Car Sharers’ Interest in Integrated Multimodal Mobility Platforms: A Diffusion of Innovations Perspective." Sustainability 10, no. 12 (December 10, 2018): 4689. http://dx.doi.org/10.3390/su10124689.
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Integrated multimodal mobility (IMM) platforms are being discussed as a promising solution to facilitate the transition to sustainable transport in both urban and rural areas. The idea behind such platforms is to provide a one-stop-shop offering information, booking and payment options for multiple means of transport. The aim of this paper, based on diffusion of innovations theory (DoI), is to investigate the interest in IMM platforms, as well as the factors in potential user groups that may influence the intention to use them. A sample of 711 car-sharing users responded to an online questionnaire containing items on DoI variables, as well as on the specific requirements concerning IMM platforms. The results show that few members of car-sharing schemes have used IMM platforms before, but that the interest in them is generally high. Perceived advantage and personal compatibility show the strongest associations with the intention to adopt IMM platforms followed by innovativeness, observability of use (social visibility of the innovation) and perceived technology security. Additionally, a target group was defined for the efficient and effective promotion of IMM platforms in an early market phase. Measures to promote IMM platforms were suggested based on this group’s perceptions and their specific requirements.
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Cua, Francisco Chia. "The Good, the Bad, and the Missing of the “Diffusion of Innovations” Theory." International Journal of Information Systems and Social Change 3, no. 3 (July 2012): 64–80. http://dx.doi.org/10.4018/jissc.2012070105.
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A single-case study examined the complex issues in the deployment of new financial management information systems by a large public-sector university. Reflecting certain strengths (the good), weaknesses (the bad), and gaps (the missing) of the Diffusion of Innovations theory, this essay clarifies the theory in the context of Innovation and Change. The simple chain of reasoning gives structure to the data and slightly elevates the evidence gathered into episteme. The discussion presents the concepts, applies theory to context, and articulates the concept that cannot hold. Yet the DOI theory interpreted in the context is still at risk, unless the big picture of change is clear. Accordingly, the reflection suggests prospective research strategies for further development of the domain.
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Waring, Teresa S., and Martin Alexander. "Innovations in inpatient flow and bed management." International Journal of Operations & Production Management 35, no. 5 (May 1, 2015): 751–81. http://dx.doi.org/10.1108/ijopm-06-2013-0275.
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Purpose – The purpose of this paper is to address a gap in operations management empirical research through the use of diffusion of innovation (DOI) theory to develop further insight into patient flow and bed management, a problem that has been taxing healthcare organizations across the world. Design/methodology/approach – The study used an action research (AR) approach and was conducted over an 18-month period within an acute hospital in the north east of England. Data were generated through enacting AR cycles, interviews, participant observation, document analysis, diaries, meetings, questionnaires and statistical analysis. Findings – The research conducted within this study has not only led to practical outcomes for the hospital in terms of the successful adoption of a new patient flow system but has also led to new knowledge about the determinants of diffusion for technological and process innovations in healthcare organizations which are complex and highly political. Research limitations/implications – AR is not suited to all organizations and is most appropriate within those that are culturally attuned to participative and democratic ways of working. The results from this study are not generalizable but some similar organizations may see merits in this approach. Social implications – The AR approach has supported the hospital in adopting the new system, PFMS. This system is helping to improve the quality of patient care, providing facilities to support the work of clinicians, aiding timely discharge of well patients back into the community and saving the hospital money in terms of not needing to open emergency “winter” wards. Originality/value – From an operations management perspective this work has demonstrated the potential to bring theory, in this case DOI theory, and practice closer together as well as show how academic research can impact organizations. Local-H intends to continue developing its AR approach and take it into other systems projects.
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Aleke, Bartholomew, Udechukwu Ojiako, and David Wainwright. "Social Drivers for ICT Diffusion among Agrarian Business Enterprises in Nigeria." International Journal of Technology Diffusion 2, no. 2 (April 2011): 19–31. http://dx.doi.org/10.4018/jtd.2011040102.
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In this paper, the authors examine the process of diffusion of innovation ICT within agrarian business enterprises operating in developing countries. There is substantial research in the area of Diffusion of Innovation Theory (DoI) and its application to Information Systems (IS) research within organisations. However, in recognition of the conceptual limitations of DoI, researchers have called for the incorporation of aspects of Social Network Theory (SNT) into DoI frameworks. The findings of this research suggest that an understanding of the conceptual basis of innovation is a major driver of successful innovation adoption.
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Choudrie, Jyoti, and Nigel Culkin. "A qualitative study of innovation diffusion: the novel case of a small firm and KTP." Journal of Small Business and Enterprise Development 20, no. 4 (October 28, 2013): 889–912. http://dx.doi.org/10.1108/jsbed-03-2012-0047.
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Purpose – Using the case study of a small firm this research study aims to understand the actions required for diffusion of an innovation in a small firm. Design/methodology/approach – The research used a qualitative approach involving interviews, referring to archival documentation and observations to understand the actions required for diffusing an innovation in an SME. Findings – From this case study various institutional actions specific to a small firm were identified as a result of government intervention. Classic theories of adoption and use such as, TAM, TPB, TRA or DoI can quantify measures but cannot explain the impact of the actions that the applied King et al. framework did. Further, although these actions are not directly evident, using the qualitative findings and analysis it can be seen that they are important for the diffusion of an innovation. It can also be learnt that these institutional actions can be vitally important for the growth and development of a future innovation. Although the role of government intervention was small in monetary terms, the mere presence of government representation was critical to ensure that the proposed plans and measures were implemented in the appropriate manner and at the appropriate time, both for the small firm and for the government. In terms of the theoretical framework's institutional actions it can be learnt that not all action outcomes are clearly visible. Some are tangible, while others are not. This implies that to diffuse innovation, there needs to be an understanding of monetary, human and other such resources to form a better understanding. However, most importantly it can be concluded that the diffusion framework developed by King et al. provides a clear picture of the diffusion of an innovation and is most useful for understanding not only national government interventions that previous research identified. Previous institutional actions research has not clearly shown how a micro understanding of the impacts of the various actions can be obtained, of which this study provides further evidence. Originality/value – Collaborative arrangements between HEIs, SMEs and government funding agencies are increasingly encouraged. This paper examines and understands the impacts of strategies used for diffusing innovations, of which the SME and KTP contexts have fewer studies.
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Khurshid, Muhammad Mahboob, Nor Hidayati Zakaria, Ammar Rashid, and Muhammad Nouman Shafique. "Examining the Factors of Open Government Data Usability From Academician's Perspective." International Journal of Information Technology Project Management 9, no. 3 (July 2018): 72–85. http://dx.doi.org/10.4018/ijitpm.2018070105.
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This article examines factors that can be argued to influence the academician's behavioral intentions in using open government data (OGD). Policy-makers and practitioners will determine policy instruments in increasing acceptance and use of OGD by maintaining a good understanding of these factors. In this article, Rogers' Diffusion of Innovations (DOI) theory has been proposed and used in order to empirically examine these factors taking perceived characteristics of innovations. Relevant hypotheses have been developed through the literature review, forming a preliminary research model, while respective influences of the factors on the behavioral intention to use open government data have been statistically tested. Results have shown that compatibility and voluntariness have had a strong influence on behavioral intention, whereas a 66.2% variance has been found in academicians' behavioral intentions to use open government data.
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Azeta, A. A., and Eweoya Ibukun. "Applying Diffusion of Innovation (DOI) Theory to Mobile Learning For Quality Education." International Journal of Multimedia and Ubiquitous Engineering 9, no. 9 (September 30, 2016): 147–56. http://dx.doi.org/10.14257/ijmue.2016.11.9.16.
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Shaikh, Imran Mehboob, Kamaruzaman Bin Noordin, Sindhia Arijo, Fawad Shaikh, and Ahmed Alsharief. "Predicting customers’ adoption towards family takaful scheme in Pakistan using diffusion theory of innovation." Journal of Islamic Marketing 11, no. 6 (December 11, 2019): 1761–76. http://dx.doi.org/10.1108/jima-02-2018-0037.
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Purpose This paper aims to examine the determinants that influence the customer’s adoption towards the use of family takaful scheme by extending diffusion theory of innovation (DOI) in the context of Pakistan. Design/methodology/approach The published work allied to takaful studies and DOI was reviewed. Total of 282 respondents who are non-users of family takaful product were used for the purpose of primary data collection through convenience sampling. Findings The customer’s adoption towards Islamic insurance is determined not only by perceived relative advantage and perceived compatibility but also by awareness and religious belief. Perceived complexity, on the contrary, turns out not to be a predictor of family takaful adoption. Further, gender, age and education do not moderate the family takaful adoption by the customers. Research limitations/implications This research alike others have limitations in terms of sampling method used and only covers one city of Pakistan, namely, Karachi. Further studies need to be conducted in other cities as well with a large population. Originality/value Extended DOI is not used in the context of takaful in Pakistan as evident from scarce literature on the empirical studies. Therefore, the authors extend the DOI in the current work. Further, this paper will be a useful reference guide for the academicians, operators of takaful business and future researchers.
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Aharony, Noa, and Miri Shonfeld. "ICT Use: Educational Technology and Library and Information Science Students' Perspectives – An Exploratory Studyew Article." Interdisciplinary Journal of e-Skills and Lifelong Learning 11 (2015): 191–207. http://dx.doi.org/10.28945/2323.
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This study seeks to explore what factors influence students’ ICT use and web technology competence. The objectives of this study are the following: (a) To what extent do certain elements of Rogers’ (2003) Diffusion of Innovations Theory (DOI) explain students’ ICT use, (b) To what extent do personality characteristics derived from the Big Five approach explain students’ ICT use, and (c) To what extent does motivation explain students’ ICT use. The research was conducted in Israel during the second semester of the academic year 2013-14, and included two groups of participants: a group of Educational Technology students (ET) and a group of Library and Information Science students (LIS). Findings add another dimension to the importance of Rogers’ DOI theory in the fields of Educational Technology and Library and Information Science. Further, findings confirm that personality characteristics as well as motivation affect ICT use. If instructors would like to enhance students’ ICT use, they should be aware of individual differences between students, and they should present to students the advantages and usefulness of ICT, thus increasing their motivation to use ICT, in the hopes that they will become innovators or early adopters.
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Tveden-Nyborg, Svend, Morten Misfeldt, and Birte Boelt. "Diffusing scientific knowledge to innovative experts." Journal of Science Communication 12, no. 01 (March 21, 2013): A03. http://dx.doi.org/10.22323/2.12010203.
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Communicating science to scientists works well thanks to well-defined communication structures based on both printed material in peer-reviewed publications and oral presentations, e.g.\ at conferences and seminars. However, when science is communicated to practitioners, the structures become fuzzy. We are looking at how to implement Web2.0 technologies to Danish seed scientists communicating to seed consultants, agricultural advisors, and seed growers, and we are met with the challenge of securing effective knowledge diffusion to the community. Our investigation's focal point is on Rogers' theoretical framework ``Diffusion of Innovation'' (DOI), as we look at how DOI may affect the Danish seed industry if science communication is redesigned in accordance with the framework. During our project workshop, participants recognized trends and characteristics from DOI in the Danish seed community and argued for more collaboration between scientists and practitioners. This can be done by implementing fast-learning via online website, but it needs to be assisted by slower-paced face-to-face learning to lessen the risk of a digital knowledge divide within the community.
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Haun, Markus W., Isabella Stephan, Michel Wensing, Mechthild Hartmann, Mariell Hoffmann, and Hans-Christoph Friederich. "Intent to Adopt Video-Based Integrated Mental Health Care and the Characteristics of its Supporters: Mixed Methods Study Among General Practitioners Applying Diffusion of Innovations Theory." JMIR Mental Health 7, no. 10 (October 15, 2020): e23660. http://dx.doi.org/10.2196/23660.
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Background Most people with common mental disorders, including those with severe mental illness, are treated in general practice. Video-based integrated care models featuring mental health specialist video consultations (MHSVC) facilitate the involvement of specialist mental health care. However, the potential uptake by general practitioners (GPs) is unclear. Objective This mixed method preimplementation study aims to assess GPs’ intent to adopt MHSVC in their practice, identify predictors for early intent to adopt (quantitative strand), and characterize GPs with early intent to adopt based on the Diffusion of Innovations Theory (DOI) theory (qualitative strand). Methods Applying a convergent parallel design, we conducted a survey of 177 GPs and followed it up with focus groups and individual interviews for a sample of 5 early adopters and 1 nonadopter. We identified predictors for intent to adopt through a cumulative logit model for ordinal multicategory responses for data with a proportional odds structure. A total of 2 coders independently analyzed the qualitative data, deriving common characteristics across the 5 early adopters. We interpreted the qualitative findings accounting for the generalized adopter categories of DOI. Results This study found that about one in two GPs (87/176, 49.4%) assumed that patients would benefit from an MHSVC service model, about one in three GPs (62/176, 35.2%) intended to adopt such a model, the availability of a designated room was the only significant predictor of intent to adopt in GPs (β=2.03, SE 0.345, P<.001), supporting GPs expected to save time and took a solution-focused perspective on the practical implementation of MHSVC, and characteristics of supporting and nonsupporting GPs in the context of MHSVC corresponded well with the generalized adopter categories conceptualized in the DOI. Conclusions A significant proportion of GPs may function as early adopters and key stakeholders to facilitate the spread of MHSVC. Indeed, our findings correspond well with increasing utilization rates of telehealth in primary care and specialist health care services (eg, mental health facilities and community-based, federally qualified health centers in the United States). Future work should focus on specific measures to foster the intention to adopt among hesitant GPs.
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Emani, Srinivas, Ellen Peters, Sonali Desai, Andrew S. Karson, Stuart R. Lipsitz, Rajani LaRocca, John Stone, et al. "Perceptions of adopters versus non-adopters of a patient portal: an application of diffusion of innovation theory." BMJ Health & Care Informatics 25, no. 3 (July 2018): 149–57. http://dx.doi.org/10.14236/jhi.v25i3.991.
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BackgroundPatient portals have emerged as an important tool through which patients can access online health information and engage in their health care. However, we know little about how patients perceive portals and whether patient perceptions might influence portal adoption.ObjectiveApply the diffusion of innovation (DOI) theory to assess perceptions of adopters and non-adopters of a patient portal.MethodsWe conducted a cross-sectional survey of adopters and non-adopters of the portal. Our survey consisted of perceived attributes from the DOI theory, socio-demographic characteristics and patient perceptions of technology adoption.ResultsThree factors representing perceived attributes from DOI theory accounted for 73% of the variance in the data: Factor 1 – Relative Advantage (27%); Factor 2 – Ease of Use (24%) and Factor 3 – Trialability (22%). Adopters perceived greater Relative Advantage [mean (SD)] = 3.8 (0.71) versus 3.2 (0.89), p < 0.001, Ease of Use = 4.1 (0.71) versus 3.3 (0.95), p < 0.001 and Trialability = 4.0 (0.57) versus 3.4 (0.99), p < 0.001 than non-adopters. In multivariate modelling, age [OR = 3.75, 95% CI: (2.17, 6.46), p < 0.001] and income [OR = 1.87, 95% CI: (1.17, 3.00), p < 0.01] predicted adoption of the portal. Among DOI factors, Relative advantage predicted adoption of the portal [OR = 1.48, 95% CI: (1.03, 2.11), p < 0.05].ConclusionPatients will adopt a patient portal if they perceive it to offer a relative advantage over existing practices such as telephoning or visiting the doctor’s office. Organisations seeking to increase the adoption of patient portals should implement strategies to promote the relative advantage of portals as, for example, through posters in waiting and exam rooms. A digital divide in the adoption of patient portals may exist with respect to age and income.
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Mbatha, Blessing. "DIFFUSION AND ADOPTION OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN SOUTH AFRICAN TELECENTRES: SELECTED TELECENTRES IN KWAZULU-NATAL." Mousaion: South African Journal of Information Studies 33, no. 1 (January 25, 2016): 103–20. http://dx.doi.org/10.25159/0027-2639/845.
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This study investigated the usage and types of information and communications technologies (ICTs) accessible to community members in four selected Thusong Service Centres (TSCs or telecentres) in KwaZulu-Natal (KZN). The telecentres that participated in the study were: Nhlazuka, Mbazwane, Dududu and Malangeni. The study was informed by Rogers’ (1995) Diffusion of Innovations (DoI) theory. Through a survey, four TSCs were purposively selected. A questionnaire was used to collect data from community members in the four telecentres involved. The data collected was tabulated under the various headings and presented using tables, frequencies, percentiles and generalisations with the help of the Statistical Package for the Social Sciences (SPSS). The results indicated that a variety of ICT tools have been adopted in the TSCs to provide the local community with the much-needed access to information and improved communication. The government should ensure that adequate varieties and levels of ICT competence are offered to all the citizens. In conclusion, there is a need for sufficient and coherent government policies regulating the training of the local community to use these ICTs effectively.
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López-Sisniega, Carlos Luis, Maria del Carmen Gutiérrez-Diez, Ana María de Guadalupe Arras-Vota, and José Luis Bordas-Beltrán. "Barriers to the Use of Electronic Government as Perceived by Citizens at the Municipal Level in México." International Journal of Management Excellence 7, no. 3 (October 31, 2016): 846–54. http://dx.doi.org/10.17722/ijme.v7i3.859.
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The benefits of e-government services depend on the number of citizens who take advantage of them. The purpose of this quantitative, correlational research study was to determine barriers to e-government use as perceived by citizens at the municipal level in Mexico. The technology acceptance model (TAM), the diffusion of innovations (DOI) theory, and models of web trust formed the theoretical framework of the study. Several hypotheses tested the relation of demographic variables, TAM, DOI, and web trust constructs to the intention of using e-government services of 149 taxpayers of the city of Chihuahua, Mexico, who did not to use the e-government services for payment provided by the government of their municipality. The findings of this study show that trust in the Internet, trust in government, perceptions of convenience, perceptions of compatibility, access to the Internet, perceptions of ease of use, and perceptions of relative advantages are related to the intention to use e-government services. Conversely, awareness of the existence of e-government services, income level, family structure, age, literacy level, computer literacy level, gender, and possession of bankcards are not individually related to the intention to use e-government services of those persons who made face-to-face payments at the treasury office.
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Seyal, Afzaal H., Mahbubur Rahim, and Rodney Turner. "Understanding the Behavioral Determinants of M-Banking Adoption." Journal of Electronic Commerce in Organizations 9, no. 4 (October 2011): 22–47. http://dx.doi.org/10.4018/jeco.2011100102.
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M-banking has become an important alternative to electronic banking and a popular medium in the developed world. This important mode of business has not been very widely used in the developing world. The acceptance of m-banking appears to be affected by several factors, some of which may be the personal attitudes of the users, influences of normality, and the context in which it is used. The study focuses on two hundred customers from major banks in Brunei Darussalam and explores m-banking adoption by combining the Technology Acceptance Model (TAM), Rogers’ Diffusion of innovations (DOI) attributes of adoption, and the decomposed theory of planned behavior with eight antecedent variables: perceived usefulness, ease of use, compatibility, credibility, image, financial cost, motive to use m-banking, and influence of reference groups leading towards customers’ attitudes that determine the m-banking adoption. The results are discussed in depth further into the study.
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Karavasilis, Ioannis, Kostas Zafiropoulos, and Vasiliki Vrana. "A Model for Investigating E-Governance Adoption Using TAM and DOI." International Journal of Knowledge Society Research 1, no. 3 (July 2010): 71–86. http://dx.doi.org/10.4018/jksr.2010070106.
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As governments around the world move toward e-governance, a need exists to examine citizens’ willingness to adopt e-governance services. In this paper, the authors identify the success factors of e-governance adoption by teachers in Greece, using the Technology Acceptance Model, the Diffusion of Innovation model and constructs of trust, risk and personal innovativeness. Two hundred thirty primary and secondary education teachers responded to an online survey. LISREL then analyzed the data. Model estimation used the maximum likelihood approach, with the item covariance matrix as input. A SEM validation of the proposed model reveals that personal innovativeness, compatibility and relative advantage are stronger predictors of intention to use, compared to trust, and perceived risk. Findings may enhance policymakers’ capacities by presenting them with an understanding of citizens’ attitudes.
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Ali, Muhammad, and Chin-Hong Puah. "Acceptance of Islamic banking as innovation: a case of Pakistan." Humanomics 33, no. 4 (November 13, 2017): 499–516. http://dx.doi.org/10.1108/h-11-2016-0085.
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Purpose This study aims to investigate the factors that determine the customer adoption of Islamic banking in Pakistan. Design/methodology/approach This paper aims to use a sample of 540 Islamic bank customers located in the biggest city of Pakistan (Karachi). This study is based on the diffusion of innovation (DOI) theory and analyzed the role of five attributes (compatibility, relative advantage, complexity, observability and trialability) along with the consumer awareness about the customer adoption of Islamic banking. Additionally, the present research also considers Islamic banking as a new idea (innovation) in Pakistan under the framework of DOI theoretical assumptions. The exploratory and confirmatory factor analyses are applied to the sample data. The theoretical framework is then tested using structural equation modeling. Findings The findings of the study revealed that all five attributes of the DOI theory are positively and significantly related to the customer adoption of Islamic banking. The customer awareness also proved its importance in the hypothesized model by representing a positive and significant relationship. Originality/value The present study provides a useful guideline for the Islamic bank managers and the academicians to better understand the customer adoption of Islamic banking.
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Owusu, Acheampong, Abbas Ghanbari-Baghestan, and Abdolhossein Kalantari. "Investigating the Factors Affecting Business Intelligence Systems Adoption." International Journal of Technology Diffusion 8, no. 2 (April 2017): 1–25. http://dx.doi.org/10.4018/ijtd.2017040101.
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This study explores the factors influencing the adoption of Business Intelligence Systems (BIS) in Higher Educational Institutions (HEIs), and also evaluate the extent of adoption in the universities. A research framework was developed based on the Technology-Organization-Environment (TOE) framework and the Diffusion of Innovations (DOI) theory, comprising of ten factors which were hypothesized and tested for the adoption of BIS in HEIs. Data was collected through a paper survey questionnaire from a sample of 120 managers and academicians in twelve private universities in Selangor State, Malaysia which were analyzed through Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings revealed that Absorptive Capacity, Competitive Pressure, Complexity, IT Infrastructure, Presence of Champion, Top Management Support, and Vendor Selection, are the factors influencing BIS adoption in the universities. The results also indicate that most private universities in Malaysia are currently involved in level 2 of BIS adoption. Other implications are also discussed.
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Mullan, Jennifer, Laura Bradley, and Sharon Loane. "Bank adoption of mobile banking: stakeholder perspective." International Journal of Bank Marketing 35, no. 7 (October 2, 2017): 1154–74. http://dx.doi.org/10.1108/ijbm-09-2015-0145.
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Purpose Bank adoption of mobile banking globally remains sporadic. Factors influencing this remain under researched. The purpose of this paper is to explore drivers and barriers of bank adoption of mobile banking from a stakeholder perspective. Design/methodology/approach Using diffusion of innovation (DOI), a mixed method study was conducted. Data were collected using blogging to inform a two-round modified Delphi study. The opinion of 72 members from six stakeholder industries was sought. Findings The results indicate that DOI theory is still applicable within mobile environments in helping to understand the diffusion of mobile banking. Key drivers of bank adoption were global mobile phone penetration, competitive advantage, customer convenience, strategic importance, customer demand, low perceived risk/security concerns and stakeholder partnerships. Findings suggest low levels of customer demand and lack of return on investment (ROI) are key barriers for banks. The findings have strategic implications for industry players highlighting the importance of mobile banking to maintain market share and customer relations. These influences will inform successful mobile banking strategies by raising awareness of major barriers. Originality/value This study concentrates on a bank/stakeholder perspective. It confirms that DOI theory is still applicable within mobile environments. It extends understanding of bank adoption providing useful information for all stakeholders. It has implications for banks regarding multi-channel banking and the motivators and challenges influencing its adoption.
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A. Alajmi, Mohammad, Awadh H. Alharbi, and Husain F. Ghuloum. "Predicting the Use of Twitter in Developing Countries: Integrating Innovation Attributes, Uses and Gratifications, and Trust Approaches." Informing Science: The International Journal of an Emerging Transdiscipline 19 (2016): 215–37. http://dx.doi.org/10.28945/3534.
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Based on the diffusion of innovation (DOI) theory (Rogers, 2003), the uses and gratifications (U&G) theory, and trust theory, this study investigated the factors that influence the use of Twitter among the Kuwaiti community. The study surveyed Twitter users in Kuwait. A structured online questionnaire was used to collect data, and 463 respondents who provided complete answers participated. Multiple regression analysis was used to examine the effect of three theoretical perspectives on Twitter usage. The result of the analysis showed that Twitter usage is better explained by DOI constructs than by U&G constructs. The findings indicated that the perceived relative advantage from DOI, and the need for information, need to pass time, and need for interpersonal utility from the U&G approach, have a direct positive significant effect on the use of Twitter. None of the trust theory constructs was found to be significant in predicting the general use of Twitter. The study results help Twitter providers and users in individual or organizational contexts to understand what factors generally affect the usage of the Twitter service.
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Rufín Moreno, Ramón, Cayetano Medina Molina, Juan Carlos Sánchez Figueroa, and Manuel Rey Moreno. "Gender and E-Government Adoption in Spain." International Journal of Electronic Government Research 9, no. 3 (July 2013): 23–42. http://dx.doi.org/10.4018/jegr.2013070102.
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Technology Acceptance Model (TAM) and Diffusion of Innovations (DOI) models, which include trust as a central factor, are currently standard tools for studying the process of new technology acceptance, but some further research is needed to gauge how different variables could influence this process. This is the case of gender factor, given that there is no general accord in the literature as to the role of this variable. Thus, the present research focuses on hypothetical gender-based differences that could affect the explanatory model for e-Government adoption by citizens. The results of the study show that the effects of gender on e-Government involvement are nearly none—probably because these technology-based activities are quite broadly implemented in Spain by now. This in turn implies both, that in Spain e-Government usage level is similar between genders and that the behavior explaining model is virtually the same, with no gender traits acting on it -apart from a slightly particular role played by compatibility in the female case.
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Gerpott, Torsten J. "Attribute Perceptions as Factors Explaining Mobile Internet Acceptance of Cellular Customers in Germany." International Journal of E-Business Research 7, no. 1 (January 2011): 1–22. http://dx.doi.org/10.4018/jebr.2011010101.
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To date, the majority of mobile network operator (MNO) customers have not used mobile Internet (MI) offerings. Therefore, it is important to gain a better understanding of (1) how MNO customers perceive MI attributes, (2) how these perceptions are related to MI acceptance, and (3) the extent to which these judgments differ as a function of an individual’s adoption status (actual compared to potential MI user) and the appliance category employed to access MI (handset compared to laptop). This study uses MI attributes deduced from diffusion of innovation (DOI) and information economic (IE) literature and data collected from a survey of 525 effective and 540 potential MI users in Germany. Results show that the perceived relative functional advantage and communicability of MI offers were positively correlated and their trialability was negatively correlated with MI acceptance. Perceived DOI-based attributes explained MI acceptance better for actual users. Appliance category for MI access had strong influence on DOI-based MI attribute assessments. MNO customers who use a laptop to obtain MI access perceived MI features more favorable than persons who use a handset. These findings provide insights for MNO and appliance vendors on measures that effectively promote the acceptance of MI.
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Sayginer, Can, and Tuncay Ercan. "UNDERSTANDING DETERMINANTS OF CLOUD COMPUTING ADOPTION USING AN INTEGRATED DIFFUSION OF INNOVATION (DOI)-TECHNOLOGICAL, ORGANIZATIONAL AND ENVIRONMENTAL (TOE) MODEL." Humanities & Social Sciences Reviews 8, no. 1 (January 16, 2020): 91–102. http://dx.doi.org/10.18510/hssr.2020.8115.
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Purpose of the study: This study aims to investigate the internal and external factors for CC adoption decisions of companies in Izmir, Turkey using a combination of DOI and TOE models.
Methodology: This is a confirmatory survey of businesses, forming a questionnaire for 176 IT decision-makers of non-cloud or cloud user businesses in the city of Izmir in Turkey. SmartPLS 3.0 software is used to assess the determinants affecting cloud computing adoption.
Main Findings: The study identified relative advantage, compatibility, complexity, and top management support, using security and privacy concerns and cost savings as mediating variables of relative advantage for CC adoption. The survey results indicated that complexity and top management supports are significantly important for efficient CC adoption. The model explained 41.2 percent of CC adoption.
Applications of this study: The study is believed to be useful in fields including business development for most sectors, computing, cloud providers as well as researchers on business administration, sales, marketing, and IT infrastructure. Particularly this study and the suggested framework will help companies and businesses adopt CC appropriately. Moreover, as suggested in the study, governments can use such frameworks when encouraging cloud providers to support companies in their decision making and transition periods for CC adoption.
Novelty/Originality of this study: This study will undoubtedly contribute to the decision making processes of the companies for CC adoption. Through the integrated in-depth analysis of the factors that affect the adoption decisions in an industrial region of Turkey, the study will also provide valuable data for the researchers and businesses within similar company personas.
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Ewe, Soo Yeong, Sheau Fen Yap, and Christina Kwai Choi Lee. "Network externalities and the perception of innovation characteristics: mobile banking." Marketing Intelligence & Planning 33, no. 4 (June 1, 2015): 592–611. http://dx.doi.org/10.1108/mip-01-2014-0006.
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Purpose – The purpose of this paper is to clarify the relationship between the sub-components of network externalities (NE), investigates the mediating role of the perception of innovation characteristics and explores the potential moderating effects of technology anxiety within an integrative framework using the theories of diffusion of innovation (DOI) and NE on the behavioural intention of mobile banking services. NE theory explains the impact of an increase in number of users and complementary services on perceived value of product innovation. Design/methodology/approach – This study clarifies the relationship between the sub-components of NE, investigates the mediating role of the perception of innovation characteristics and explores the potential moderating effects of technology anxiety within an integrative framework using the theories of DOI and NE on the behavioural intention of mobile banking services. NE theory explains the impact of an increase in number of users and complementary services on perceived value of product innovation. Findings – Empirical results support the positive relationship between perceived number of users and availability of complementary services. The results lend support to the hypothesized mediating role of perceived compatibility and perceived complexity on the influence of indirect NE on the intention to use mobile banking. Finally, technology anxiety did not moderate any of the paths postulated in the hypothesized model. Practical implications – The findings suggest that the willingness to adopt mobile banking may be increased by providing and promoting a wide range of complementary services because the availability of complementary services gives the impression that mobile banking is easy to use and is compatible with their lifestyles. Originality/value – This study contributes to the literature on DOI by using NE theory, a theory borrowed from Economics to explain an underlying motivation to adopt an innovation. This is an original study which tests the proposition that NE may influence the perception of innovation characteristics and intention to adopt an innovation.
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Ishak, Siti Salwa Mohd, and Sidney Newton. "Testing a Model of User Resistance Towards Technology Adoption in Construction Organizations." International Journal of Innovation and Technology Management 15, no. 06 (December 2018): 1950002. http://dx.doi.org/10.1142/s0219877019500020.
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Drawing upon diffusion of innovation (DoI) theory, technology acceptance models (TAMs), social network perspective and resistance literature, the study developed and tested a model, named integrated resistance factor model (IRFM), which integrates four key elements i.e. resistance indicators, support network factors, experience and disposition factors and the integration and accessibility factors. The study investigated if the model applies in a selected technology, namely online project information management systems (OPIMS). The IRFM was tested with partial least square (PLS) techniques and results from the [Formula: see text] analysis of the whole PLS structural model were significant and the data were coherence with the proposed model [Formula: see text]. These results indicated that user resistance to technology innovation can be predicted using the IRFM.
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Ram, Jiwat, Ashokkumar Manoharan, and Siyao Sun. "Examining the Adoption of Onlineto- Offline (O2O)." ACM SIGMIS Database: the DATABASE for Advances in Information Systems 52, no. 1 (January 22, 2021): 10–26. http://dx.doi.org/10.1145/3447934.3447937.
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The online-to-offline (O2O) business model is rapidly growing among organizations, yet current knowledge on O2O adoption is predominantly individual focused, with little research on organizational adoption and the factors driving adoption. To address this gap, underpinned by the diffusion of innovation (DOI) theory, this study collected qualitative data (24 semistructured interviews), which were analyzed using content analysis techniques. We found that offline service quality and social network prosperity are some of the factors driving O2O adoption. Surprisingly, inefficient offline marketing was also found to drive O2O adoption, which indicates new challenges posed by the growing online business environment. We found that not all factors can be categorically classified as facilitating or impeding adoption, as some factors (such as operational challenges and costs) could play dichotomous roles of facilitating or impeding in the context of peculiar circumstances. For example, we found cost to be an impeding factor, yet the results also indicated the benefits of cost reduction resulting from O2O adoption, thereby rendering cost a contentious issue. This study extends the application of DOI theory to the O2O adoption stage, and identifies a number of new factors associated with internal/external organizational characteristics, as postulated in the DOI. Managerial implications are discussed.
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Chawla, Deepak, and Himanshu Joshi. "The Moderating Effect of Demographic Variables on Mobile Banking Adoption: An Empirical Investigation." Global Business Review 19, no. 3_suppl (March 7, 2018): S90—S113. http://dx.doi.org/10.1177/0972150918757883.
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The objective of this article is to analyze if demographic characteristics influence user attitude towards mobile banking. The sample comprise of current users of online banking. Although earlier studies on technology adoption models have received considerable empirical validation, most of the studies did not consider moderating variables. Among those, which consider moderating variables, primarily explored are gender, age and income. By including other moderator variables in the model, we hope to lessen the inconsistencies found in past research studies. To test the moderating effect, two methods, viz. multiple linear regression and Fisher Z transformation are used. Results show that gender, age, qualification, experience, occupation, income and marital status were significant moderating variables. However, educational background did not show any moderating effect. Our results suggest that by extending the Technology Acceptance Model (TAM) and Diffusion of Innovations (DoI) theory, the research provide insights into the factors influencing consumers’ attitude to adopt mobile banking applications. Besides, the results of moderating effect improve our understanding of the demographic differences, which influence the degree of mobile banking adoption. This study will help researchers and practitioners to come up with improved mobile adoption frameworks and applications with greater understanding of the influence of demographic factors.
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Mpangwire, Violah, Annabella Ejiri Habinka, and Fred Kaggwa. "Environmental Factors." International Journal of Electronic Government Research 16, no. 4 (October 2020): 58–72. http://dx.doi.org/10.4018/ijegr.2020100104.
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The use of the unified identification system (UIDS) can undoubtedly result in increased effectiveness and efficiency, improvement in the quality of life, reduction of crime, enhanced transparency, and good government. This study examined the dimensions of environmental factors in explaining the adoption of a unified identification system (UIDS). Dynamic capability theory (DCT), technology- organisation-environment (TOE) framework, and diffusion of innovation (DOI) were used as grounding theories. The study opted for a concurrent triangulation research design. The results revealed that government support, competitive pressure, and perceived trust are significant and support the adoption of a unified identification system. However, user readiness was insignificant in explaining the use of UIDS in the Ugandan context. This study recommends that policymakers focus on government support as it is a symbol of leadership in IS innovation adoption.
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Allam, Madawi, Tariq Elyas, Ayman Bajnaid, and Hussam Rajab. "Using Twitter as an ELT Tool in the Saudi EFL Context." International Journal of Linguistics 9, no. 5 (September 5, 2017): 41. http://dx.doi.org/10.5296/ijl.v9i5.11813.
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The present study aims at investigating English as a Foreign Language (EFL) Saudi students’ adaption of Twitter and utilizing it as an English language learning tool and the different characteristics of each adopter category using Roger’s Diffusion of Innovation Theory (DOI). It targets both the foundation year Saudi female university students studying EFL at the English Language Institute (ELI) at King Abdul Aziz University (KAU) as well as the male and female Saudi students studying English at English language institutes abroad. The sample will consist of 50 female preparatory year students (PYS) studying EFL at the ELI. Their ages will range between the ages of 18 and 21 years old and will all be likely to come from an Arab origin. Furthermore, the study will include 50 male and female English learners who are studying abroad. This quantitative study uses a three parts questionnaire. The first part will request demographic information from participants such as age, years of experiences, academic ranking, and the level they are studying in the students' case. In the second section, participants were asked to choose the response that describes the degree to which they use the innovation (Twitter). In the last section, participants were asked to read 23 statements that measure the different characteristics of each adopter category which influence the user intention and behavior. The 23 statements were based on the five perceived attributes of innovations derived by Rogers (2003). A five-point Likert-type scale ranging from strongly agrees to strongly disagree was applied to assess the perceived attributes of Twitter. The researcher aims at identifying valuable insights on how much the social network website Twitter is accepted and used as a learning tool for Saudi language learners. Therefore, based on the findings of this study, researchers in the same field may expand the study by moving to further experimental research that maybe carried out to investigate the effectiveness of Twitter as a teaching tool in the ELI classroom at KAU and other language institutes outside the Kingdom.
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Alyoubi, Bader Abdulrahman, and Mohammad Ali Yamin. "Extending the Role of Diffusion of Innovation Theory (DOI) in Achieving the Strategic Goal of the Firm With the Moderating Effect of Cost Leadership." International Journal of System Dynamics Applications 10, no. 4 (October 2021): 1–22. http://dx.doi.org/10.4018/ijsda.20211001.oa15.
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The information system literature has long emphasized the importance of employee acceptance of information technology for achieving strategic goal of the firm and organizational performance. Consequently, this study investigates the determinants of acceptance of information technology with the extension of diffusion of innovation theory (DOI) in organizational context. Results showed that compatibility, innovativeness, trust in technology, perceived gap in IT capabilities, employee self-efficacy, and perceived cost advantage explained R^2 79.4%% variance in achieving strategic goal of the firm. The effect size analysis showed that perceived gap in IT capabilities had substantial effect size. Similarly, substantial predictive relevance was found Q^2 58.1%, 15.7% when predicting firm strategic goals and organizational performance respectively.
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Al-Khasawneh, Ahmad, and Randa Obeidallah. "Factors Contributing to E-Learning Success." International Journal of Information and Communication Technology Education 11, no. 3 (July 2015): 30–38. http://dx.doi.org/10.4018/ijicte.2015070103.
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This paper is concerned with the improvement of teaching and learning process through the adoption of Information and Communication Technology (ICT) and e-learning in Jordanian higher education institutions particularly in The Hashemite University (HU). The main challenge of the study is to provide such an understanding of how ICT and e-learning would be accepted through applying the Diffusion of Innovation (DOI) theory. Factors influencing user acceptance and adoption of ICT in Jordan on student motivations for the acceptance of technologies necessary for the delivery of e-learning activities are handled in this paper. The findings show the significant relationship between student's perception of technology characteristics and their attitude towards using the technology in the educational system.
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Ponelis, Shana Rachel, and Philliam Adoma. "Diffusion of open source integrated library systems in academic libraries in Africa." Library Management 39, no. 6-7 (August 13, 2018): 430–48. http://dx.doi.org/10.1108/lm-05-2017-0052.
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Purpose Libraries globally automate their operations and services using integrated library systems (ILS) to increase operational efficiency and meet the ever-evolving demands of their users. Open source ILS (OS ILS) has become more popular globally. The purpose of this paper is to better understand the diffusion of OS ILS in academic libraries in Uganda. Design/methodology/approach Rogers’ diffusion of innovation (DoI) supplemented by the fit-viability theory was used as a theoretical framework. A questionnaire was developed based on extant literature and distributed electronically to representative members of a Ugandan university library association. Findings The diffusion of OS ILS in Ugandan academic libraries approximates the S-curve expected based on DoI. Ugandan academic libraries are adopting OS ILS for more flexibility to meet changing needs at what is perceived as an affordable cost but not all are fully satisfied. Koha is the most adopted OS ILS and is also being considered by all libraries without any ILS or a proprietary ILS. The information and communication technology (ICT) infrastructure, organizational procurement policies and national procurement legislation, human resource capacity and limited finances are barriers to diffusion. The total cost of ownership and technical skills required are of particular concern for OS ILS. Research limitations/implications The research was limited to a single African country and the recommendations may not be transferable to other African countries. Future research can expand the survey, the countries studied and/or address the methodological limitations of this study. Practical implications When embarking upon library automation using OS ILS or migrating to an OS ILS solution libraries should consider their ICT infrastructure, local support community, available training and be realistic about the costs. Local library associations should provide guidance on OS ILS selection, ongoing training, and opportunities for knowledge sharing. LIS schools should consider expanding their curriculum to include library automation and, in Uganda incorporate training on Koha as OS ILS. Libraries and library associations should advocate to reduce restrictive organizational procurement policies and national procurement legislation. Originality/value Studies on country-level diffusion of ILS are comparatively few, particularly in African countries. This is the first country-level study of OS ILS diffusion in Uganda. This study can positively impact future patterns of diffusion for optimal deployment of OS ILS software by informing academic libraries, university management, library association, LIS schools, and policymakers in Uganda and across the African continent, and encouraging academics and researchers to teach and study library automation using OS ILS.
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Singh, Jewan, and Vibhakar Mansotra. "Towards Development of an Integrated Cloud-Computing Adoption Framework — A Case of Indian School Education System." International Journal of Innovation and Technology Management 16, no. 02 (April 2019): 1950016. http://dx.doi.org/10.1142/s0219877019500160.
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Many theoretical models viz., technology acceptance model (TAM), technology–organization–environment (TOE), diffusion of innovation (DOI), and human–organization–technology-fit (HOT-fit), etc., have been developed, validated, and tested to explain the acceptance of innovative technologies by the intended end users. However, given the limitations associated with these theoretical models as well as different cloud computing adoption scenario, they may not point out to the major constructs and the variables under so-called “selective contexts” in an explicit manner. Therefore, several research studies have been undertaken to integrate more than one model to provide a holistic evaluation of the determinants of cloud computing adoption for different domains. Such studies have also been conducted for education sector as well. But, the target of these studies is mostly specific to higher education using TOE or TAM models. To solve this limitation, we propose integrated approach of TAM, TOE framework, DOI, and HOT-fit frameworks in an effort to improve predictive power of proposed resulting model and, stretching the constructs to enrich the literature and implementing the same for Indian school education system as a case study.
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Saetang, Wanida, Sakchai Tangwannawit, and Tanapon Jensuttiwetchakul. "The effect of technology-organization-environment on adoption decision of big data technology in Thailand." International Journal of Electrical and Computer Engineering (IJECE) 10, no. 6 (December 1, 2020): 6412. http://dx.doi.org/10.11591/ijece.v10i6.pp6412-6422.
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Big data technology (BDT) is being actively adopted by world-leading organizations due to its expected benefits. However, most of the organizations in Thailand are still in the decision or planning stage to adopt BDT. Many challenges exist in encouraging the BDT diffusion in businesses. Thus, this study develops a research model that investigates the determinants of BDT adoption in the Thai context based on the technology-organization-environment (TOE) framework and diffusion of innovation (DOI) theory. Data were collected through an online questionnaire. Three hundred IT employees in different organizations in Thailand were used as a sample group. Structural equation modeling (SEM) was conducted to test the hypotheses. The result indicated that the research model was fitted with the empirical data with the statistics: Normed Chi-Square=1.651, GFI=0.895, AFGI=0.863, NFI=0.930, TLI=0.964, CFI=0.971, SRMR=0.0392, and RMSEA=0.046. The research model could, at 52%, explain decision to adopt BDT. Relative advantage, top management support, competitive pressure, and trading partner pressure show significant positive relation with BDT adoption, while security negatively influences BDT adoption.
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Karavasilis, Ioannis, Vasiliki G. Vrana, and Kostas Zafiropoulos. "An Extended Model of E-Government Adoption by Civil Servants in Greece." International Journal of Electronic Government Research 12, no. 1 (January 2016): 1–23. http://dx.doi.org/10.4018/ijegr.2016010101.
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E-government in Greece lacks a customer-centric view in its implementation. Government is driving its development agenda and investment on electronic services without measuring what increases customers' willingness to adopt offered services. The study has taken a lead in understanding the factors that affect e-government adoption by teachers in Greece. It uses constructs from the Technology Acceptance Model (TAM), the theoretical extension of the TAM (TAM2), Diffusion of Innovation (DOI) and integrates the constructs of perceived behavioral control, trust in e-government, perceived risk, personal innovativeness and awareness in a model. The validated model offers a starting point for the investigation of factors affecting the adoption of e-government services and can be extended by using domain-specific constructs to fit all Greek governmental organizations.
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Lin, Wan Rung, Chun-Yueh Lin, and Yu-Heng Ding. "Factors Affecting the Behavioral Intention to Adopt Mobile Payment: An Empirical Study in Taiwan." Mathematics 8, no. 10 (October 20, 2020): 1851. http://dx.doi.org/10.3390/math8101851.
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The convenience feature of mobile payment has replaced interactions with physical money and reduced transaction time, which better meets the demand of modern people for convenience in life. As mobile payments play an important role in mobile business, understanding the factors attracting consumers to mobile payment will bring mobile businesses more opportunities for development, and further significantly improve the output value of mobile businesses. This study discusses how to further influence consumer behavioral intention in Taiwan, as based on the main theoretical framework of the Extend Unified Theory of Acceptance and Use of Technology (UTAUT2) and Diffusion of Innovation (DOI). In this study, data analysis is implemented by Partial Least Squares (PLS) for the purpose of verifying the research model and hypotheses. The research results show that social influence, facilitating conditions, hedonic motivation, compatibility, innovation, relative advantage, and observability have positive influence on consumer intention to use mobile payment.
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Bhattacharya, Mithu. "A conceptual framework of RFID adoption in retail using Rogers stage model." Business Process Management Journal 21, no. 3 (June 1, 2015): 517–40. http://dx.doi.org/10.1108/bpmj-06-2014-0047.
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Purpose – The purpose of this paper is to develop a research model that links Radio Frequency Identification (RFID) adoption issues with established technology adoption stages suggested by Rogers theory of diffusion of innovation (DOI). The research model proposed in this study suggests that RFID adoption in retail industry progresses in different stages. Design/methodology/approach – A mixed methodological perspective is used in this research. Key research issues were identified from a systematic content analysis of trade and academic articles in the first phase. Findings – Data collected from Delphi study is used to test the propositions. It confirms key research issues associated with different adoption stages. Finally, it also confirms that the stages (knowledge, persuasion, design and decision, and implementation) influence RFID adoption decision. Research limitations/implications – The propositions that are developed in the model can be used in future studies for further development. More relevant items should be added to measure each variable. It can also allow future researchers and practitioners to take a more comprehensive approach to look at RFID adoption process as a whole and thus focus on relevant issues across all adoption stages. Practical implications – The research model can provide insights to practitioner to make more informed RFID adoption decisions. Originality/value – Rogers stage model is very important for technology diffusion studies but is not explored much. There is limited research on understanding the overall RFID adoption process. This study is an attempt to bridge that gap and draw attention toward future research in that direction. The research model that is developed links RFID research with existing research in the area of DOI.
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Hiran, Kamal Kant. "Investigating Factors Influencing the Adoption of IT Cloud Computing Platforms in Higher Education." International Journal of Human Capital and Information Technology Professionals 12, no. 3 (July 2021): 21–36. http://dx.doi.org/10.4018/ijhcitp.2021070102.
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Cloud computing has become an emerging IT platform for productive services and efficient use of innovation in higher education. The purpose of this research study is to investigate the factors that influence the adoption of cloud computing in Sub-Saharan Africa under Ethiopian higher education. These factors professed to influence the adoption of cloud computing built on the integrated framework of technology-organization-environment (TOE) framework, diffusion of innovation (DoI) theory, and sociocultural theory. In-depth interviews have been taken with the University of Gondar key professionals in Ethiopia to accomplish this research study. The results show that the organisational factors are more influential factors than the technological, environmental, and sociocultural factors to the adoption of cloud computing (CC) in the Ethiopian higher education (EHE) sector. This qualitative study aids researchers and practitioners in the field of IT technology cloud to employ these key factors suggestive to cloud computing adoption in the higher educational institutions.
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Mohd Tobi, Siti Noraini, Erne Suzila Kassim, Norfazlina Ghazali, and Hendrikus Kadang. "Role of Diffusion and Socio-cognitive towards Intention to use Health Portal among Health Consumers in Malaysia." Environment-Behaviour Proceedings Journal 6, no. 17 (August 15, 2021): 117–23. http://dx.doi.org/10.21834/ebpj.v6i17.2809.
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The paper aims to examine the critical success factors that influence the attitude of health consumers and their intention to use the national health portal (MyHEALTH Portal). The study was constructed from two behavioral models; Diffusion of Innovation and Theory of Reasoned Action. It utilized an online survey hosted on the official portal website with a convenience sampling technique of 223 respondents. Results showed complexity did not significantly contribute towards attitude, while trialability and relative advantage showed significant contributions. Meanwhile, attitude influenced health consumers' intention to use the portal, while subjective norms indicated otherwise. Keywords: Diffusion; socio-cognitive; health portal, health consumer eISSN: 2398-4287© 2021. The Authors. Published for AMER ABRA cE-Bs by e-International Publishing House, Ltd., UK. This is an open access article under the CC BYNC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer–review under responsibility of AMER (Association of Malaysian Environment-Behaviour Researchers), ABRA (Association of Behavioural Researchers on Asians/Africans/Arabians) and cE-Bs (Centre for Environment-Behaviour Studies), Faculty of Architecture, Planning & Surveying, Universiti Teknologi MARA, Malaysia. DOI: https://doi.org/10.21834/ebpj.v6i17.2809
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Bhatti, Tariq. "Influences on adoption of cloud-based ERP systems in SMEs: The technological-organizational-environmental framework." Corporate Ownership and Control 15 (2017): 370–80. http://dx.doi.org/10.22495/cocv15i1c2p6.
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This paper examines the factors affecting adoption of cloud-based enterprise resource planning (ERP) systems by UAE SMEs using one of the theories of Diffusion of Innovation (DOI). The technology-organization-environment (TOE) framework used in this study integrates factors in the technological, environmental and organizational contexts of organizations. Data were collected from a random sample of 105 SMEs from UAE. Descriptive and inferential techniques were used to analyze the data. The results identified relative advantage, top management support, technology readiness, competitive pressure and trading partner pressure as key determinants that influence the adoption of cloud-based ERP systems by SMEs. The findings can be useful to service providers and cloud computing providers to better understand what affects cloud-based ERP system adoption and to develop marketing strategies to improve their interaction with enterprises.
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Ali, Muhammad, Syed Ali Raza, Chin Hong Puah, and Hanudin Amin. "Consumer acceptance toward takaful in Pakistan." International Journal of Emerging Markets 14, no. 4 (October 14, 2019): 620–38. http://dx.doi.org/10.1108/ijoem-08-2017-0275.
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Purpose The purpose of this paper is to determine the factors influencing customer adoption toward takaful products in Pakistan. Design/methodology/approach The study used five attributes of diffusion innovation theory (DOI), namely, relative advantage, compatibility, trialability, observability and complexity. Furthermore, the authors introduced two additional constructs, namely, consumer awareness and religiosity to analyze the adoption behavior of customers. A total of 365 questionnaires were distributed among the participants of the study. The survey was conducted in the Karachi city where the respondents were the existing and potential users of takaful products. The theoretical model of DOI theory was tested using structural equation modeling. Findings The findings report that complexity has a negative impact on the adoption of takaful, whereas relative advantage, compatibility, trialability, observability, religiosity and consumer awareness shows a positive and significant influence. Originality/value It is a noteworthy point that past literature is quite limited to investigate the determinants of consumer intentions to adopt takaful products. Based on this argument, the authors build the study to provide a scope and coverage in the field of Islamic insurance. The authors also expect that the research will encourage and provide a venue for forthcoming studies to help policy makers and academicians in this emerging business.
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Park, HyunJee, and Sang Ok Choi. "Digital Innovation Adoption and Its Economic Impact Focused on Path Analysis at National Level." Journal of Open Innovation: Technology, Market, and Complexity 5, no. 3 (August 16, 2019): 56. http://dx.doi.org/10.3390/joitmc5030056.
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Purpose: The advancement of technologies and their adoption affects the socio-economic growth of nations. This research is focused on how this innovation adoption path is linked to economic growth of nations since the previous IT revolution has been combined with existing industries and adding values in terms of applying intelligence through adopting digital technologies. Approach/Design/Methodology: There are two different approaches—process approach and factor approach—in innovation adoption research. Innovation diffusion research, which is one of the process approaches, is related to adoption, diffusion, and impact theories, but there are limitations in explaining the perspective of a nation other than individual and organization on the basis of previous literatures. Therefore, we build the integrative model to verify innovative growth path of nations by applying Diffusion of Innovation Theory (DoI) and Technology (T)-Organization (O)-Environment (E) framework, which can explain factors of affecting innovation. We evaluate eight hypotheses with data collected from 137 to 212 nations using international information index by credible organizations: World Economic Forum (WEF), World Bank, United Nations (UN), and International Communications Union (ITU), based on the integrative model we proposed. The path analysis using Structural Equation Modeling (SEM) is performed, and the result shows that the path from technological innovation capabilities (T), human capital (O), and environment (E) is related directly to economic impact, except for the path from human capital to value chain breadth directly and indirectly. The indirect path through Information and Communication Technology (ICT) access, use, and value chain helps to understand the full impact of digital innovation. Practical implications: By verifying this relationship, we expect to give suggestions in policy perspective and in building strategy towards innovative growth of countries. Our results show that technological innovation capabilities take time to show impact in terms of economic growth than the other factors, which are human capital, and political and regulatory environment of country. The nurture of human capital directly affects to the economic growth of nations relative to other T and E factors. The political and regulatory environment support stable ICT usage, which gives impact to the economic growth of nations.
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Soifer, Inna, Katerina Berezina, Olena Ciftci, and Alexander Mafusalov. "Virtual site visits for meeting and event planning: are US convention facilities ready?" Journal of Hospitality and Tourism Insights 4, no. 2 (April 1, 2021): 183–204. http://dx.doi.org/10.1108/jhti-09-2020-0165.
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PurposeThis study aims to explore virtual site visit adoption patterns of US convention facilities based on the diffusion of innovation (DOI) theory. Additionally, it offers predictive models of virtual site visit tool adoption by applying probability distributions.Design/methodology/approachThe study used content analysis of 369 US convention facility websites. Data collected from the websites recorded the presence or absence of the following tools facilitating virtual site visits: photos, floor plans, videos, 360-photos, 360-tours and virtual reality (VR)-optimized tours. The website content analysis was followed by application of the DOI theory and predictive modeling.FindingsAccording to the DOI theory, the use of VR-optimized tours (4.34%) is still in the early adoption stage, followed by 360-degree tours (12.74%) and standard videos (17.89%) that have transitioned into the early majority stage of adoption and photos (72.09%) and floor plans (84.82%) that represent a late majority stage. Three predictive models with shifted Gompertz, Gumbel and Bass distributions forecasted that convention centers would achieve a 50% adoption rate of 360-degree tools (photos and tours) in 4.67, 4.2 and three years, respectively. The same models predicted a 50% adoption rate of 360-degree tours in 6.62, 5.81 and 4.42 years.Practical implicationsThe research indicates that most US convention facilities have not taken full advantage of their websites as a sales and marketing tool.Originality/valueThis study is the first comprehensive attempt to evaluate the adoption rate of VR and other technologies enabling virtual site visits by using content analysis of US convention facility websites. Additionally, it is the first attempt to apply probability distributions to predict technology adoption in the convention industry context.
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Chairoel, Lucy, and Tri Rachmat Riski. "INTERNAL AND EXTERNAL FACTOR INFLUENCE ICT ADOPTION: A CASE of INDONESIAN SMEs." Jurnal Manajemen dan Kewirausahaan 20, no. 1 (April 3, 2018): 38. http://dx.doi.org/10.9744/jmk.20.1.38-44.
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The using of Information Communication Technology (ICT) in the industry is growing fast. Nevertheless, Small Medium Enterprises (SMEs) in Indonesia do not follow these conditions. The influencing factor of ICT adoption has been identified as internal and external factors. Accordingly, the objective of the study is to identify the influence factor of using ICT adoption in Indonesian SMEs. The conceptual model in this study was the combination between Diffusion of Innovation (DOI) theory and The Technology-Organization-Environment (TEO) theory. The survey method for 146 SMEs selected conveniently in Indonesia. The distribution of data by online and data obtained is analysed using SEM/Smart-PLS program. The study has exogenous variable including technology, organization, managerial characteristic, and environment. The endogen variable is ICT adoption. The research found that ICT used was predicted by characteristic of management, organizational and technology.