Are there contagion effects in information technology and business process outsourcing?
We model the diffusion of IT outsourcing using announcements about IT outsourcing deals. We estimate a lognormal diffusion curve to test whether IT outsourcing follows a pure diffusion process or there are contagion effects involved. The methodology permits us to study the consequences of outsourcin...
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sg-smu-ink.sis_research-42322020-01-15T01:09:36Z Are there contagion effects in information technology and business process outsourcing? MANN, Arti KAUFFMAN, Robert J. HAN, Kunsoo NAULT, Barrie R. We model the diffusion of IT outsourcing using announcements about IT outsourcing deals. We estimate a lognormal diffusion curve to test whether IT outsourcing follows a pure diffusion process or there are contagion effects involved. The methodology permits us to study the consequences of outsourcing events, especially mega-deals with IT contract amounts that exceed US$1 billion. Mega-deals act, we theorize, as precipitating events that create a strong basis for contagion effects and are likely to affect decision-making by other firms in an industry. Then, we evaluate the role of different communication channels in the diffusion process of IT outsourcing by testing for the fit of the mixed influence model at the industry level. This helps us to evaluate the consistency of evidence at two different levels of analysis. We also evaluate two flexible diffusion models: the Gompertz and Weibull models. Our results show that the diffusion patterns of IT outsourcing do not appear to be lognormal, suggesting that IT outsourcing does not follow a pure diffusion process. Instead, we find the presence of contagion effects in the diffusion of IT outsourcing. During periods of the most rapid outsourcing growth - the contagion periods - the actions of the large and more visible firms may provide exemplars for smaller firms, reducing their inhibitions about committing to IT outsourcing. We also find that the results of the mixed influence and the Weibull models, which provide the best fit for overall IT outsourcing diffusion patterns, are potentially indicative of the existence of spillovers that might drive the observed contagion effects at the industry level. © 2011 Elsevier B.V. All rights reserved. 2011-11-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/3230 info:doi/10.1016/j.dss.2011.02.005 https://ink.library.smu.edu.sg/context/sis_research/article/4232/viewcontent/8539914.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Business processes Contagion effects Economic analysis Influence models IT services Outsourcing S-curve flexible models Databases and Information Systems Management Information Systems |
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Business processes Contagion effects Economic analysis Influence models IT services Outsourcing S-curve flexible models Databases and Information Systems Management Information Systems MANN, Arti KAUFFMAN, Robert J. HAN, Kunsoo NAULT, Barrie R. Are there contagion effects in information technology and business process outsourcing? |
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We model the diffusion of IT outsourcing using announcements about IT outsourcing deals. We estimate a lognormal diffusion curve to test whether IT outsourcing follows a pure diffusion process or there are contagion effects involved. The methodology permits us to study the consequences of outsourcing events, especially mega-deals with IT contract amounts that exceed US$1 billion. Mega-deals act, we theorize, as precipitating events that create a strong basis for contagion effects and are likely to affect decision-making by other firms in an industry. Then, we evaluate the role of different communication channels in the diffusion process of IT outsourcing by testing for the fit of the mixed influence model at the industry level. This helps us to evaluate the consistency of evidence at two different levels of analysis. We also evaluate two flexible diffusion models: the Gompertz and Weibull models. Our results show that the diffusion patterns of IT outsourcing do not appear to be lognormal, suggesting that IT outsourcing does not follow a pure diffusion process. Instead, we find the presence of contagion effects in the diffusion of IT outsourcing. During periods of the most rapid outsourcing growth - the contagion periods - the actions of the large and more visible firms may provide exemplars for smaller firms, reducing their inhibitions about committing to IT outsourcing. We also find that the results of the mixed influence and the Weibull models, which provide the best fit for overall IT outsourcing diffusion patterns, are potentially indicative of the existence of spillovers that might drive the observed contagion effects at the industry level. © 2011 Elsevier B.V. All rights reserved. |
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MANN, Arti KAUFFMAN, Robert J. HAN, Kunsoo NAULT, Barrie R. |
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MANN, Arti KAUFFMAN, Robert J. HAN, Kunsoo NAULT, Barrie R. |
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MANN, Arti |
title |
Are there contagion effects in information technology and business process outsourcing? |
title_short |
Are there contagion effects in information technology and business process outsourcing? |
title_full |
Are there contagion effects in information technology and business process outsourcing? |
title_fullStr |
Are there contagion effects in information technology and business process outsourcing? |
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Are there contagion effects in information technology and business process outsourcing? |
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are there contagion effects in information technology and business process outsourcing? |
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Institutional Knowledge at Singapore Management University |
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2011 |
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https://ink.library.smu.edu.sg/sis_research/3230 https://ink.library.smu.edu.sg/context/sis_research/article/4232/viewcontent/8539914.pdf |
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