An Evaluation of Key Adoption Factors towards Using the Fog Technology
Article
Ali, Omar, Shrestha, Anup, Jaradat, Ashraf and Al-Ahmad, Ahmad. 2022. "An Evaluation of Key Adoption Factors towards Using the Fog Technology." Big Data and Cognitive Computing. 6 (3), pp. 1-36. https://doi.org/10.3390/bdcc6030081
| Article Title | An Evaluation of Key Adoption Factors towards Using the Fog Technology |
|---|---|
| ERA Journal ID | 211865 |
| Article Category | Article |
| Authors | Ali, Omar (Author), Shrestha, Anup (Author), Jaradat, Ashraf (Author) and Al-Ahmad, Ahmad (Author) |
| Journal Title | Big Data and Cognitive Computing |
| Journal Citation | 6 (3), pp. 1-36 |
| Article Number | 81 |
| Number of Pages | 36 |
| Year | 2022 |
| Publisher | MDPI AG |
| Place of Publication | Switzerland |
| ISSN | 2504-2289 |
| Digital Object Identifier (DOI) | https://doi.org/10.3390/bdcc6030081 |
| Web Address (URL) | https://www.mdpi.com/2504-2289/6/3/81 |
| Abstract | Fog technology is one of the recent improvements in cloud technology that is designed to reduce some of its drawbacks. Fog technology architecture is often widely distributed to minimize the time required for data processing and enable Internet of Things (IoT) innovations. The purpose of this paper is to evaluate the main factors that might influence the adoption of fog technology. This paper offers a combined framework that addresses fog technology adoption based on the technology adoption perspective, which has been comprehensively researched in the information systems discipline. The proposed integrated framework combines the technology acceptance model (TAM) and diffusion of innovation (DOI) theory to develop a holistic perspective on the adoption of fog technology. The factors that might affect the adoption of fog technology are analyzed from the results of an online survey in 43 different organizations across a wide range of industries. These factors are observed based on data collected from 216 participants, including professional IT staff and senior business executives. This analysis was conducted by using structural equation modeling (SEM). The research results identified nine factors with a statistically significant impact on the adoption of fog technology, and these factors included relative advantage, compatibility, awareness, cost-effectiveness, security, infrastructure, ease of use, usefulness, and location. The findings from this research offer insight to organizations looking to implement fog technology to enable IoT and tap into the digital transformation opportunities presented by this new digital economy. |
| Keywords | fog technology; fog computing; edge computing; adoption; diffusion of innovation (DOI) theory; technology acceptance model (TAM); internet of things (IoT) |
| ANZSRC Field of Research 2020 | 350303. Business information systems |
| 460908. Information systems organisation and management | |
| Byline Affiliations | American University of the Middle East, Kuwait |
| School of Business | |
| Institution of Origin | University of Southern Queensland |
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Ali, Omar, Shrestha, Anup, Soar, Jeffrey and Wamba, Samuel Fosso. 2018. "Cloud computing-enabled healthcare opportunities, issues, and applications: a systematic review." International Journal of Information Management. 43, pp. 146-158. https://doi.org/10.1016/j.ijinfomgt.2018.07.009Perceived potential for value creation from cloud computing: a study of the Australian regional government sector
Ali, Omar, Soar, Jeffrey and Shrestha, Anup. 2018. "Perceived potential for value creation from cloud computing: a study of the Australian regional government sector." Behaviour and Information Technology. 37 (12), pp. 1157-1176. https://doi.org/10.1080/0144929X.2018.1488991Knowledge management: (potential) future research directions
Hislop, Donald, Murray, Peter A., Shrestha, Anup, Syed, Jawad and Mouzughi, Yusra. 2018. "Knowledge management: (potential) future research directions." Syed, Jawad, Murray, Peter A., Hislop, Donald and Mouzughi, Yusra (ed.) The Palgrave handbook of knowledge management. Houndmills, United Kingdom. Palgrave Macmillan. pp. 691-703On valuation of smart grid architectures: an enterprise engineering perspective
Razo-Zapata, Ivan S., Shrestha, Anup and Proper, Erik. 2017. "On valuation of smart grid architectures: an enterprise engineering perspective." Reinhartz-Berger, I., Gulden, J., Nurcan, S., Guédria, W. and Bera, P. (ed.) Enterprise, Business-Process and Information Systems Modeling. (BPMDS 2017, EMMSAD 2017). Essen, Germany 12 - 13 Jun 2017 Switzerland. https://doi.org/10.1007/978-3-319-59466-8_22Analysis of the Total Cost of Ownership for Cloud Computing Technology Adoption: A Case Study of Regional Municipal Government Sector
Ali, Omar and Shrestha, Anup. 2017. "Analysis of the Total Cost of Ownership for Cloud Computing Technology Adoption: A Case Study of Regional Municipal Government Sector." Riemer, Kai, Indulska, Marta and Tuunainen, Virpi Kristiina (ed.) 28th Australasian Conference on Information Systems (ACIS 2017). Hobart, Australia 04 - 06 Dec 2017 Hobart, Australia.Facilitating Knowledge Transfer for Innovation: Towards a Decision Support System to Identify Knowledge Stock in the ICT Profession
Shrestha, Anup, Kong, Eric and Collins, Paul. 2017. "Facilitating Knowledge Transfer for Innovation: Towards a Decision Support System to Identify Knowledge Stock in the ICT Profession." Riemer, Kai, Indulska, Marta and Tuunainen, Virpi Kristiina (ed.) 28th Australasian Conference on Information Systems (ACIS 2017). Hobart, Australia 04 - 06 Dec 2017 Hobart, Australia.An Assessment Framework to Determine the Strategic Value of IT Architectures in Smart Grids
Razo-Zapata, Ivan S., Shrestha, Anup and Proper, Erik. 2017. "An Assessment Framework to Determine the Strategic Value of IT Architectures in Smart Grids." Riemer, Kai, Indulska, Marta and Tuunainen, Virpi Kristiina (ed.) 28th Australasian Conference on Information Systems (ACIS 2017). Hobart, Australia 04 - 06 Dec 2017 Hobart, Australia.The evolution of the TIPA framework: towards the automation of the assessment process in a design science research project
Barafort, Beatrix, Shrestha, Anup and Cortina, Stephane. 2017. "The evolution of the TIPA framework: towards the automation of the assessment process in a design science research project." Mas, Antonia, Mesquida, Antoni, O'Connor, Rory V., Rout, Terry and Dorling, Alec (ed.) 17th International Conference on Software Process Improvement and Capability Determination (SPICE 2017). Palma de Mallorca, Spain 04 - 05 Oct 2017 Cham, Switzerland. https://doi.org/10.1007/978-3-319-67383-7_9The role of international standards to corroborate artefact development and evaluation: experiences from a design science research project in process assessment
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark and Rout, Terry. 2017. "The role of international standards to corroborate artefact development and evaluation: experiences from a design science research project in process assessment." Mas, Antonia, Mesquida, Antoni, O'Connor, Rory V., Rout, Terry and Dorling, Alec (ed.) 17th International Conference on Software Process Improvement and Capability Determination (SPICE 2017). Palma de Mallorca, Spain 04 - 05 Oct 2017 Cham, Switzerland. https://doi.org/10.1007/978-3-319-67383-7_32Level of policy for cloud computing adoption in Australian regional municipal governments: an exploratory study
Ali, Omar, Yong, Jianming, Soar, Jeffrey and McClymont, Hoda. 2015. "Level of policy for cloud computing adoption in Australian regional municipal governments: an exploratory study." Arabnia, Hamid R., Gravvanis, George A., Solo, Ashu M. G. and Tinetti, Fernando G. (ed.) 2015 International Conference on Grid & Cloud Computing and Applications (GCA'15). Las Vegas, United States 27 - 30 Jul 2015 United States.Managing the risks of data security and privacy in the cloud: a shared responsibility between the cloud service provider and the client organisation
Lane, Michael, Shrestha, Anup and Ali, Omar. 2017. "Managing the risks of data security and privacy in the cloud: a shared responsibility between the cloud service provider and the client organisation." Bright Internet Global Summit 2017. Seoul, Korea 08 - 10 Dec 2017Conducting software-mediated assessments for improvement
Shrestha, Anup. 2017. "Conducting software-mediated assessments for improvement." Sharing experiences of business computing between Australia and Korea (2017). Hobart, Australia 06 Dec 2017Decision support systems for IT service management
Cater-Steel, Aileen, Valverde, Raul, Shrestha, Anup and Toleman, Mark. 2016. "Decision support systems for IT service management." International Journal of Information and Decision Sciences. 8 (3), pp. 284-304. https://doi.org/10.1504/IJIDS.2016.078588Innovative decision support for IT service management
Shrestha, Anup, Cater-Steel, Aileen and Toleman, Mark. 2016. "Innovative decision support for IT service management." Journal of Decision Systems. 25 (Supplement 1), pp. 486-499. https://doi.org/10.1080/12460125.2016.1187424Evaluation of software mediated process assessments for IT service management
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark and Rout, Terry. 2015. "Evaluation of software mediated process assessments for IT service management." Rout, Terry, O’Connor, Rory V. and Dorling, Alec (ed.) 15th International Conference on Software Process Improvement and Capability Determination (SPICE 2015). Gothenburg, Sweden 16 - 17 Jun 2015 Cham, Switzerland. https://doi.org/10.1007/978-3-319-19860-6_7Software-mediated process assessment in IT service management
Cater-Steel, Aileen, Tan, Wui-Gee, Toleman, Mark, Rout, Terry and Shrestha, Anup. 2013. "Software-mediated process assessment in IT service management." Woronowicz, Tanja, Rout, Terry, O'Connor, Rory and Dorling, Alec (ed.) 13th International Conference on Software Process Improvement and Capability Determination (SPICE 2013). Bremen, Germany 04 - 06 Jun 2013 Berlin, Germany. https://doi.org/10.1007/978-3-642-38833-0_17An empirical analysis of SNS users and their privacy and security awareness of risks associated with sharing SNS profiles (online identities)
Lane, Michael Steven and Shrestha, Anup. 2011. "An empirical analysis of SNS users and their privacy and security awareness of risks associated with sharing SNS profiles (online identities)." Rotchanakitumnuai, Siriluck and Kaewkitipong, Laddawan (ed.) 11th International Conference on Electronic Business: Borderless e-Business for the Next Decade (ICEB 2011). Bangkok, Thailand 28 Nov - 02 Dec 2011 Bangkok, Thailand.A measurement model to link process operational measures to risks associated with attainment of business critical success factors
Behari, Suren, Cater-Steel, Aileen, Shrestha, Anup and Soar, Jeffrey. 2016. "A measurement model to link process operational measures to risks associated with attainment of business critical success factors." 6th International Engaged Management Scholarship Conference (EMS 2016). Paris, France 08 - 11 Sep 2016Software-mediated process assessment for IT service capability management
Shrestha, Anup, Cater-Steel, Aileen, Tan, Wui-Gee and Toleman, Mark. 2014. "Software-mediated process assessment for IT service capability management." Avgerou, Chrisanthi and Te'eni, Dov (ed.) 22nd European Conference on Information Systems (ECIS 2014): Digital Work, Digital Life. Tel Aviv, Israel 09 - 11 Jun 2014 Tel Aviv, Israel.How to communicate evaluation work in design science research? An exemplar case study
Shrestha, Anup, Cater-Steel, Aileen and Toleman, Mark. 2014. "How to communicate evaluation work in design science research? An exemplar case study." Tan, Felix and Bunker, Deborah (ed.) 25th Australasian Conference on Information Systems (ACIS 2014). Auckland, New Zealand 08 - 10 Dec 2014 Auckland, New Zealand.A decision support tool to define scope in IT service management process assessment and improvement
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2013. "A decision support tool to define scope in IT service management process assessment and improvement." vom Brocke, Jan, Hekkala, Riitta, Ram, Sudha and Rossi, Matti (ed.) 8th International Conference on Design Science at the Intersection of Physical and Virtual Design (DESRIST 2013). Helsinki, Finland 11 - 12 Jun 2013 Germany. Springer. https://doi.org/10.1007/978-3-642-38827-9_21Improved media management through cloud computing technology
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. "Improved media management through cloud computing technology." 20th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016). Nanchang, China 04 - 06 May 2016 United States. https://doi.org/10.1109/CSCWD.2016.7566004Building a software tool for transparent and efficient process assessments in IT service management
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2014. "Building a software tool for transparent and efficient process assessments in IT service management." Tremblay, M. C., VanderMeer, D., Rothenberger, M., Gupta, A. and Yoon, V. (ed.) 9th International Conference on Design Science Research in Information Systems and Technologies (DESRIST 2014): Advancing the Impact of Design Science: Moving from Theory to Practice. Miami, United States 22 - 23 May 2014 Germany. Springer. https://doi.org/10.1007/978-3-319-06701-8_16The perceived benefits of cloud computing technology for regional municipal governments and barriers to adoption
Ali, Omar Massoud Salim Hassan. 2016. The perceived benefits of cloud computing technology for regional municipal governments and barriers to adoption. PhD Thesis Doctor of Philosophy. University of Southern Queensland.Cloud computing adoption in regional councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. Cloud computing adoption in regional councils. University of Southern Queensland.An investigation of anticipated benefits of cloud computing adoption in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2015. "An investigation of anticipated benefits of cloud computing adoption in Australian regional municipal governments." The Services Transactions on Cloud Computing. 3 (3), pp. 13-24.Virtualising process assessments to facilitate continual service improvement in IT service management
Shrestha, Anup, Cater-Steel, Aileen and Toleman, Mark. 2015. "Virtualising process assessments to facilitate continual service improvement in IT service management." 26th Australasian Conference on Information Systems (ACIS 2015). Adelaide, Australia 30 Nov - 04 Dec 2015 Adelaide, South Australia.Factors to be considered in Cloud computing adoption
Ali, Omar, Soar, Jeffrey, Yong, Jianming and Tao, Xiaohui. 2016. "Factors to be considered in Cloud computing adoption." Web Intelligence. 14 (4), pp. 309-323. https://doi.org/10.3233/WEB-160347The issue of reliability in software mediated process assessments
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark, Rout, Terry and Behari, Suren. 2016. "The issue of reliability in software mediated process assessments." Clarke, Paul M., O'Connor, Rory V., Rout, Terry and Dorling, Alec (ed.) Software Process Improvement and Capability Determination 16th International Conference, SPICE 2016. Dublin, Ireland 09 - 10 Jun 2016 Switzerland. https://doi.org/10.1007/978-3-319-38980-6_15Collaborative cloud computing adoption in Australian regional municipal government: an exploratory study
Ali, Omar, Soar, Jeffrey, Yong, Jianming, McClymont, Hoda and Angus, Daniel. 2015. "Collaborative cloud computing adoption in Australian regional municipal government: an exploratory study." Fortino, Giancarlo, Shen, Weiming, Barthès, Jean-Paul A., Luo, Junzhou, Li, Wenfeng, Ochoa, Sergio F., Abel, Marie-Hélène, Guerrieri, Antonio and Ramos, Milton Pires (ed.) 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015). Calabria, Italy 06 - 08 May 2015 United States. https://doi.org/10.1109/CSCWD.2015.7231017An investigation of the challenges and issues influencing the adoption of cloud computing in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2016. "An investigation of the challenges and issues influencing the adoption of cloud computing in Australian regional municipal governments." Journal of Information Security and Applications. 27-28, pp. 19-34. https://doi.org/10.1016/j.jisa.2015.11.006Anticipated benefits of cloud computing adoption in Australian regional municipal governments: an exploratory study
Ali, Omar, Soar, Jeffrey, McClymont, Hoda, Yong, Jianming and Biswas, Jit. 2015. "Anticipated benefits of cloud computing adoption in Australian regional municipal governments: an exploratory study." 19th Pacific Asia Conference on Information Systems (PACIS 2015). Singapore 05 - 09 Jul 2015Exploratory study to investigate the factors influencing the adoption of cloud computing in Australian regional municipal governments
Ali, Omar, Soar, Jeffrey, Yong, Jianming and McClymont, Hoda. 2015. "Exploratory study to investigate the factors influencing the adoption of cloud computing in Australian regional municipal governments." Journal of Art Media and Technology. 1 (1), pp. 1-13.An investigation of the main factors to be considered in cloud computing adoption in Australian regional local councils
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2015. "An investigation of the main factors to be considered in cloud computing adoption in Australian regional local councils." Journal of Contemporary Issues in Business and Government. 21 (1), pp. 72-93. https://doi.org/10.7790/cibg.v21i1.23Towards transparent and efficient process assessments for IT service management
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark and Rout, Terry. 2014. "Towards transparent and efficient process assessments for IT service management." Communications in Computer and Information Science. 477, pp. 165-176. https://doi.org/10.1007/978-3-319-13036-1_15Consistent! Transparent! D.I.Y. ITSM process assessment approach
Shrestha, Anup and Kennedy, Graham. 2014. "Consistent! Transparent! D.I.Y. ITSM process assessment approach." iTSMF Australia Annual Conference (LEADit 2014): IT Service Management in a Connected World. Melbourne, Australia 13 - 15 Aug 2014 Melbourne, Australia.A method to select IT service management processes for improvement
Shrestha, Anup, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2014. "A method to select IT service management processes for improvement." JITTA: an information systems journal. 15 (3), pp. 31-56.Smart tools for IT service management: a review of two decision support system projects
Valverde, Raul, Cater-Steel, Aileen, Shrestha, Anup and Toleman, Mark. 2014. "Smart tools for IT service management: a review of two decision support system projects." Sharda, Ramesh and Sagarnaga, Jose (ed.) 4th International Conference on Engaged Management Scholarship (EDBA 2014): Bridging. Tulsa, United States 11 - 14 Sep 2014 Tulsa, OK. United States. https://doi.org/10.2139/ssrn.2553012Impact of Cloud computing technology on e-government
Ali, Omar, Soar, Jeffrey and Yong, Jianming. 2014. "Impact of Cloud computing technology on e-government." Dregvaite, Giedre and Damasevicius, Robertas (ed.) 20th International Conference on Information and Software Technologies (ICIST 2014). Druskininkai, Lithuania 09 - 10 Oct 2014 Heidelberg, Germany. https://doi.org/10.1007/978-3-319-11958-8_22Challenges and issues within Cloud computing technology
Ali, Omar and Soar, Jeffrey. 2014. "Challenges and issues within Cloud computing technology." Zimmermann, Wolf, Lee, Yong Woo and Reich, Christoph (ed.) 5th International Conference on Cloud Computing, GRIDs, and Virtualization (IARIA 2014). Venice, Italy 25 - 29 May 2014 Wilmington, DE. United States. https://doi.org/10.13140/2.1.3210.3369Development and evaluation of a software-mediated process assessment approach in IT service management
Shrestha, Anup. 2015. Development and evaluation of a software-mediated process assessment approach in IT service management. PhD Thesis Doctor of Philosophy. University of Southern Queensland.A tool for IT service management process assessment for process improvement
Shrestha, Anup, Cater-Steel, Aileen, Tan, Wui-Gee, Toleman, Mark and Rout, Terry. 2013. "A tool for IT service management process assessment for process improvement." Heidrich, Jens, Oivo, Markku, Jedlitschka, Andreas and Baldassarre, Marie Teresa (ed.) 14th International Conference on Product-Focused Software Process Improvement (PROFES 2013). Paphos, Cyprus 12 - 14 Jun 2013 Berlin, Germany. Springer. https://doi.org/10.1007/978-3-642-39259-7_27ITSM process assessments using ISO/IEC 15504 for CSI
Shrestha, Anup, Collins, Paul and Cater-Steel, Aileen. 2013. "ITSM process assessments using ISO/IEC 15504 for CSI." Informed Intelligence: ITSMF Australia Bulletin.Efficient intrusion detection scheme based on SVM
Zhou, Guangping and Shrestha, Anup. 2013. "Efficient intrusion detection scheme based on SVM." Journal of Networks. 8 (9), pp. 2128-2134. https://doi.org/10.4304/jnw.8.9.2128-2134Social ITSM - challenges and benefits
Shrestha, Anup. 2012. "Social ITSM - challenges and benefits." At Your Service. 2 (3), pp. 3-7.Social ITSM: exploring challenges and benefits
Shrestha, Anup. 2012. "Social ITSM: exploring challenges and benefits." ITSMF Bulletin: Informed Intelligence.A model to select processes for IT service management improvement
Shrestha, Anup, Cater-Steel, Aileen, Tan, Wui-Gee and Toleman, Mark. 2012. "A model to select processes for IT service management improvement." Lamp, John (ed.) 23rd Australasian Conference on Information Systems (ACIS 2012). Geelong, Australia 03 - 05 Dec 2012 Geelong, Australia.Towards an improved IT service desk system and processes: a case study
Jäntti, Marko, Cater-Steel, Aileen and Shrestha, Anup. 2012. "Towards an improved IT service desk system and processes: a case study." International Journal on Advances in Systems and Measurements. 5 (3 & 4), pp. 203-215.This item comprises data from the following sources: Web of Science and Scopus