{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T01:54:54Z","timestamp":1760234094078,"version":"build-2065373602"},"reference-count":49,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2021,3,23]],"date-time":"2021-03-23T00:00:00Z","timestamp":1616457600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JTAER"],"abstract":"<jats:p>Networking hardware might be considered a relatively unexposed enabler of the enormous success of the modern digital economy, and information technology of a global reach. The COVID-19 traffic spike across e-commerce portals puts further pressure on computer network component vendors and raises the bar regarding both performance and reliability. Therefore, the authors undertake a challenge of identifying factors influencing the level of Cisco switches acceptance among network administrators in business environments. To achieve that, Structural Equation Modelling is introduced. The feedback gathered from 205 study contributors enabled the authors to evaluate the significance of two domain-specific factors\u2014Technological Innovation (TI) and Availability of Professional Training (APT). The APT was confirmed to have a significant impact on networking hardware acceptance. The study contributes to extending the decision-making rationale regarding the procurement of networking switches and shows the added value of technology-oriented professional training for job satisfaction and working efficiency.<\/jats:p>","DOI":"10.3390\/jtaer16040062","type":"journal-article","created":{"date-parts":[[2021,3,23]],"date-time":"2021-03-23T14:08:16Z","timestamp":1616508496000},"page":"1097-1119","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Decision Factors behind Cisco Networking Hardware Acceptance in Business Environments"],"prefix":"10.3390","volume":"16","author":[{"given":"Piotr","family":"Ostrowski","sequence":"first","affiliation":[{"name":"Cisco Instructor Training Center at the University of Gdansk, Jana Ba\u017cy\u0144skiego 8, 80-309 Gda\u0144sk, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stanislaw","family":"Wrycza","sequence":"additional","affiliation":[{"name":"Department of Business Informatics, University of Gdansk, Piaskowa 9, 81-864 Sopot, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Damian","family":"Gajda","sequence":"additional","affiliation":[{"name":"Department of Statistics, University of Gdansk, Armii Krajowej 101, 81-824 Sopot, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7230-2978","authenticated-orcid":false,"given":"Bartosz","family":"Marcinkowski","sequence":"additional","affiliation":[{"name":"Department of Business Informatics, University of Gdansk, Piaskowa 9, 81-864 Sopot, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2021,3,23]]},"reference":[{"key":"ref_1","first-page":"91","article-title":"Problems and Barriers Impeding the Implementation of MagLev Assisted Aircraft Take-Off and Landing Concept","volume":"8","author":"Rohacs","year":"2018","journal-title":"J. Transp. Technol."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1504\/IJTM.2019.099768","article-title":"Professionals\u2019 Use of ICT in Hospitals: The Interplay between Institutional and Rational Factors","volume":"80","author":"Gastaldi","year":"2019","journal-title":"Int. J. Technol. Manag."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1504\/IJTM.2019.099773","article-title":"Digitalising Products: Towards an Integrated View of Challenges in Development, Design and User Acceptance","volume":"80","author":"Belingheri","year":"2019","journal-title":"Int. J. Technol. Manag."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1287\/mnsc.46.2.186.11926","article-title":"A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies","volume":"46","author":"Venkatesh","year":"2000","journal-title":"Manag. Sci."},{"key":"ref_5","first-page":"51","article-title":"The Evolution of Technology Acceptance Theories","volume":"1","author":"Momani","year":"2017","journal-title":"Int. J. Contemp. Comput. Res."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1080\/10580530.2017.1254446","article-title":"The Enriched UTAUT Model for the Acceptance of Software Engineering Tools in Academic Education","volume":"34","author":"Wrycza","year":"2017","journal-title":"Inf. Syst. Manag."},{"key":"ref_7","unstructured":"Leclercq, A. (2006). Mobile Technologies Adoption and Fit with Strategic Goals. AMCIS 2006 Proceedings, Acapulco, Mexico, 4\u20136 August 2006, Association for Information Systems."},{"key":"ref_8","unstructured":"Chyou, J.J.T., Kang, H.C., and Cheng, B.Y.F. (2012). Acceptance of QR Code in Taiwan: An Extension of the Technology Acceptance Model. PACIS 2012 Proceedings, Ho Chi Minh City, Vietnam, 11\u201315 July 2012, Association for Information Systems."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Van der Heijden, H., Ogertschnig, M., and van der Gast, I. (2005). Effects of Context Relevance and Perceived Risk on User Acceptance of Mobile Information Services. ECIS 2005 Proceedings, Regensburg, Germany, 26\u201328 May 2005, Association for Information Systems.","DOI":"10.2307\/25148660"},{"key":"ref_10","unstructured":"Tassabehji, R., Wallace, J., and Srivastava, A. (2008). Corporate Acceptance of M-Technology in the Service Sector: A Case Study. AMCIS 2008 Proceedings, Toronto, ON, Canada, 14\u201317 August 2008, Association for Information Systems."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1097\/NCN.0b013e3181c0474a","article-title":"Factors of Adoption of Mobile Information Technology by Homecare Nurses: A Technology Acceptance Model 2 Approach","volume":"28","author":"Zhang","year":"2010","journal-title":"CIN-Comput. Inform. Nurs."},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Yaseen, S.G., and Zayed, S. (2010). Exploring Determinants in Deploying Mobile Commerce Technology: Amman Stock Exchange. i-Society 2010 Proceedings, London, UK, 28\u201330 June 2010, IEEE.","DOI":"10.1109\/i-Society16502.2010.6018787"},{"key":"ref_13","unstructured":"Selim, H.M. (2008). E-Commerce Adoption and Acceptance by Firms: Exploratory Study. CONF-IRM 2008 Proceedings, Niagara Falls, ON, Canada, 18\u201320 May 2008, Association for Information Systems."},{"key":"ref_14","first-page":"179","article-title":"Factors Implicated with Firm-Level ICT Use in Developing Economies","volume":"22","author":"Arslan","year":"2019","journal-title":"J. Glob. Inf. Technol. Manag."},{"key":"ref_15","unstructured":"Choi, S., Cheong, K., Somera, B., and Hao, Q. (2014). Determinants of Utilitarian Value in smartphone-Based Mobile Commerce. PACIS 2014 Proceedings, Chengdu, China, 24\u201328 June 2014, Association for Information Systems."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"618","DOI":"10.3390\/jtaer16040037","article-title":"Young Generation\u2019s Mobile Payment Adoption Behavior: Analysis Based on an Extended UTAUT Model","volume":"16","author":"Wei","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_17","unstructured":"Zhao, K., and Xi, Z. (2015). Analysis on Affecting Factors of the Users\u2019 Adoption of Third-party Mobile Payment. WHICEB 2015 Proceedings, Wuhan, China, 19\u201321 June 2015, Association for Information Systems."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"106405","DOI":"10.1016\/j.chb.2020.106405","article-title":"South African Millennials\u2019 Acceptance and Use of Retail Mobile Banking Apps: An Integrated Perspective","volume":"111","author":"Thusi","year":"2020","journal-title":"Comput. Hum. Behav."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"1473","DOI":"10.5267\/j.msl.2019.12.020","article-title":"The Effect of Electronic Payments Security on E-Commerce Consumer Perception: An Extended Model of Technology Acceptance","volume":"10","author":"Ardiansah","year":"2020","journal-title":"Manag. Sci. Lett."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1016\/j.chb.2019.01.019","article-title":"Break the Walls! Second-Order Barriers and the Acceptance of mLearning by First-Year Pre-Service Teachers","volume":"95","year":"2019","journal-title":"Comput. Hum. Behav."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1053","DOI":"10.1108\/JKM-03-2016-0136","article-title":"A Model of Mobile Technologies Acceptance for Knowledge Transfer by Employees","volume":"21","author":"Kuciapski","year":"2017","journal-title":"J. Knowl. Manag."},{"key":"ref_22","first-page":"20","article-title":"A Study of the Impact of Internal and External Usability on Knowledge Transfer by the Means of Mobile Technologies: Preliminary Results","volume":"359","author":"Weichbroth","year":"2019","journal-title":"Lect. Notes Bus. Inf. Process."},{"key":"ref_23","first-page":"547","article-title":"Mobile Technology Acceptance Model: An Empirical Study on Users\u2019 Acceptance and Usage of Mobile Technology for Knowledge Providing","volume":"341","author":"Stal","year":"2019","journal-title":"Lect. Notes Bus. Inf. Process."},{"key":"ref_24","first-page":"432","article-title":"User Acceptance of Business Intelligence Application: Motivation to Learn, Technology, Social Influence, and Situational Constraints","volume":"26","author":"Yoon","year":"2017","journal-title":"Int. J. Bus. Inf. Syst."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"21473","DOI":"10.1109\/ACCESS.2020.2966179","article-title":"Continuance Intentions to Use Gamification for Training in Higher Education: Integrating the Technology Acceptance Model (TAM), Social Motivation, and Task Technology Fit (TTF)","volume":"8","author":"Vanduhe","year":"2020","journal-title":"IEEE Access"},{"key":"ref_26","unstructured":"Yuen, K.F., Cai, L., Qi, G., and Wang, X. (2020). Factors Influencing Autonomous Vehicle Adoption: An Application of the Technology Acceptance Model and Innovation Diffusion Theory. Technol. Anal. Strateg. Manag., 1\u201315."},{"key":"ref_27","doi-asserted-by":"crossref","unstructured":"Ullah, N., Alnumay, W.S., Al-Rahmi, W.M., Alzahrani, A.I., and Al-Samarraie, H. (2020). Modeling Cost Saving and Innovativeness for Blockchain Technology Adoption by Energy Management. Energies, 13.","DOI":"10.3390\/en13184783"},{"key":"ref_28","first-page":"63","article-title":"Internationalization and Innovation: The Case of a Born Global from Brazil","volume":"13","author":"Zonta","year":"2018","journal-title":"Rev. Int. Bus."},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Wach, K., G\u0142odowska, A., and Maciejewski, M. (2018). Entrepreneurial Orientation, Knowledge Utilization and Internationalization of Firms. Sustainability, 10.","DOI":"10.3390\/su10124711"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Aguiar, T., Gomes, S.B., da Cunha, P.R., and da Silva, M.M. Digital Transformation Capability Maturity Model Framework. 23rd EDOC Proceedings, Paris, France, 28\u201331 October 2019, IEEE.","DOI":"10.1109\/EDOC.2019.00016"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"491","DOI":"10.3390\/jtaer16030030","article-title":"Determinants of the Intention to Adopt Mobile Augmented Reality Apps in Shopping Malls among University Students","volume":"16","author":"Saprikis","year":"2021","journal-title":"J. Theor. Appl. Electron. Commer. Res."},{"key":"ref_32","first-page":"129","article-title":"Technology Acceptance of Augmented Reality and Wearable Technologies","volume":"725","author":"Wild","year":"2017","journal-title":"Commun. Comput. Inf. Sci."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Putri, M.K., and Sucahyo, Y.G. (2016). Factors Analysis that Affecting the User Acceptance towards IPv6 Transition. ICACSIS 2016 Proceedings, Malang, Indonesia, 15\u201316 October 2016, IEEE.","DOI":"10.1109\/ICACSIS.2016.7872782"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Pankowska, M., Pyszny, K., and Strzelecki, A. (2020). Users\u2019 Adoption of Sustainable Cloud Computing Solutions. Sustainability, 12.","DOI":"10.3390\/su12239930"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"42794","DOI":"10.1109\/ACCESS.2020.2977060","article-title":"An Empirical Study of the Acceptance of IoT-Based Smart Meter in Malaysia: The Effect of Electricity-Saving Knowledge and Environmental Awareness","volume":"8","author":"Alkawsi","year":"2020","journal-title":"IEEE Access"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"363","DOI":"10.25167\/ees.2017.42.13","article-title":"The Adoption of The Internet of Things by Young Consumers\u2014An Empirical Investigation","volume":"17","author":"Macik","year":"2017","journal-title":"Econ. Environ. Stud."},{"key":"ref_37","first-page":"188","article-title":"Algorithm AS 183: An Efficient and Portable Pseudo-Random Number Generator","volume":"31","author":"Wichmann","year":"1982","journal-title":"J. R. Stat. Soc. Ser. C Appl. Stat."},{"key":"ref_38","unstructured":"Sekaran, U., and Bougie, R. (2020). Research Methods for Business: A Skill-Building Approach, Wiley. [8th ed.]."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"982","DOI":"10.1287\/mnsc.35.8.982","article-title":"User Acceptance of Computer Technology: A Comparison of Two Theoretical Models","volume":"35","author":"Davis","year":"1989","journal-title":"Manag. Sci."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/S0378-7206(01)00143-4","article-title":"Why Do People Use Information Technology? A Critical Review of the Technology Acceptance Model","volume":"40","author":"Legris","year":"2003","journal-title":"Inf. Manag."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"838","DOI":"10.1016\/j.compedu.2006.09.001","article-title":"The Acceptance and Use of a Virtual Learning Environment in China","volume":"50","author":"Schepers","year":"2008","journal-title":"Comput. Educ."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1007\/BF02310555","article-title":"Coefficient Alpha and the Internal Structure of Tests","volume":"16","author":"Cronbach","year":"1951","journal-title":"Psychometrika"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1080\/00223891.2011.594129","article-title":"The Relationship between Unstandardized and Standardized Alpha, True Reliability, and the Underlying Measurement Model","volume":"93","author":"Falk","year":"2011","journal-title":"J. Pers. Assess."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1037\/0021-9010.78.1.98","article-title":"What is Coefficient Alpha? An Examination of Theory and Applications","volume":"78","author":"Cortina","year":"1993","journal-title":"J. Appl. Psychol."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"572","DOI":"10.1136\/bmj.314.7080.572","article-title":"Cronbach\u2019s Alpha","volume":"314","author":"Bland","year":"1997","journal-title":"Br. Med. J."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1007\/BF02291575","article-title":"An Index of Factorial Simplicity","volume":"39","author":"Kaiser","year":"1974","journal-title":"Psychometrika"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1086\/209405","article-title":"A Meta-Analysis of Cronbach\u2019s Coefficient Alpha","volume":"21","author":"Peterson","year":"1994","journal-title":"J. Consum. Res."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1177\/0049124192021002005","article-title":"Alternative Ways of Assessing Model Fit","volume":"21","author":"Browne","year":"1992","journal-title":"Sociol. Methods Res."},{"key":"ref_49","unstructured":"Trefis Team (2021, February 17). Where Does Cisco Stand in The Ethernet Switch Market?. Available online: http:\/\/www.forbes.com\/sites\/greatspeculations\/2017\/04\/12\/where-does-cisco-stand-in-the-ethernet-switch-market."}],"container-title":["Journal of Theoretical and Applied Electronic Commerce Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/0718-1876\/16\/4\/62\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:39:37Z","timestamp":1760161177000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/0718-1876\/16\/4\/62"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,23]]},"references-count":49,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2021,7]]}},"alternative-id":["jtaer16040062"],"URL":"https:\/\/doi.org\/10.3390\/jtaer16040062","relation":{},"ISSN":["0718-1876"],"issn-type":[{"type":"electronic","value":"0718-1876"}],"subject":[],"published":{"date-parts":[[2021,3,23]]}}}