A game theoretic approach of optimal adoption time of blockchain: a case of ship operators
With increasing uncertainties in the global economy, companies are facing fierce competition. Blockchain has the potential to enhance companies’ competitiveness by streamlining processes, improving productivity and reducing costs. It is meaningful to study whether and when companies would adopt bloc...
Saved in:
Main Authors: | , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2022
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/161955 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-161955 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1619552022-09-27T06:03:09Z A game theoretic approach of optimal adoption time of blockchain: a case of ship operators Pu, Shuyi Lam, Jasmine Siu Lee School of Civil and Environmental Engineering Engineering::Maritime studies Blockchain Adoption Time With increasing uncertainties in the global economy, companies are facing fierce competition. Blockchain has the potential to enhance companies’ competitiveness by streamlining processes, improving productivity and reducing costs. It is meaningful to study whether and when companies would adopt blockchain and under what conditions. We develop a game theoretic model to analyse the introduction of blockchain to companies from a big customer with bargaining power. In this study, ship operators need to decide their optimal adoption time when facing a request from a big shipper to adopt blockchain with a threat of substitution policy from the shipper. An algorithm is developed to obtain the numerical solutions of ship operators’ optimal adoption time. Our analysis suggests that 1) the substitution policy only matters to small companies and is only necessary under fixed pricing model; 2) a threshold applies for substitution ratio and cut-off time to effectively induce small companies to adopt blockchain early; 3) blockchain developers should consider mixed pricing model instead of fixed pricing model for faster and wider blockchain adoption; 4) blockchain initiators should focus more on improving the technology's cost-effectiveness rather than rely heavily on externalities like substitution policies to promote blockchain adoption. 2022-09-27T06:03:09Z 2022-09-27T06:03:09Z 2022 Journal Article Pu, S. & Lam, J. S. L. (2022). A game theoretic approach of optimal adoption time of blockchain: a case of ship operators. Computers and Industrial Engineering, 169, 108219-. https://dx.doi.org/10.1016/j.cie.2022.108219 0360-8352 https://hdl.handle.net/10356/161955 10.1016/j.cie.2022.108219 2-s2.0-85130705182 169 108219 en Computers and Industrial Engineering © 2022 Elsevier Ltd. All rights reserved. |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Engineering::Maritime studies Blockchain Adoption Time |
spellingShingle |
Engineering::Maritime studies Blockchain Adoption Time Pu, Shuyi Lam, Jasmine Siu Lee A game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
description |
With increasing uncertainties in the global economy, companies are facing fierce competition. Blockchain has the potential to enhance companies’ competitiveness by streamlining processes, improving productivity and reducing costs. It is meaningful to study whether and when companies would adopt blockchain and under what conditions. We develop a game theoretic model to analyse the introduction of blockchain to companies from a big customer with bargaining power. In this study, ship operators need to decide their optimal adoption time when facing a request from a big shipper to adopt blockchain with a threat of substitution policy from the shipper. An algorithm is developed to obtain the numerical solutions of ship operators’ optimal adoption time. Our analysis suggests that 1) the substitution policy only matters to small companies and is only necessary under fixed pricing model; 2) a threshold applies for substitution ratio and cut-off time to effectively induce small companies to adopt blockchain early; 3) blockchain developers should consider mixed pricing model instead of fixed pricing model for faster and wider blockchain adoption; 4) blockchain initiators should focus more on improving the technology's cost-effectiveness rather than rely heavily on externalities like substitution policies to promote blockchain adoption. |
author2 |
School of Civil and Environmental Engineering |
author_facet |
School of Civil and Environmental Engineering Pu, Shuyi Lam, Jasmine Siu Lee |
format |
Article |
author |
Pu, Shuyi Lam, Jasmine Siu Lee |
author_sort |
Pu, Shuyi |
title |
A game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
title_short |
A game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
title_full |
A game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
title_fullStr |
A game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
title_full_unstemmed |
A game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
title_sort |
game theoretic approach of optimal adoption time of blockchain: a case of ship operators |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/161955 |
_version_ |
1745574622882955264 |