Omnichannel services in the presence of customers' valuation uncertainty

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Main Authors: Huan Liu, Ping Cao, Yaolei Wang
Format: Artículo Open Access
Published: Wiley 2024
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author Huan Liu
Ping Cao
Yaolei Wang
author_facet Huan Liu
Ping Cao
Yaolei Wang
Huan Liu
Ping Cao
Yaolei Wang
collection Wiley Open Access
contents Omnichannel services in the presence of customers' valuation uncertainty Huan Liu Ping Cao Yaolei Wang Naval Research Logistics (NRL) AbstractWith the advancement of online‐ordering technology, an increasing number of service providers are transforming to sell services through online channels alongside traditional offline stores. Our paper studies this emerging business model (also known as omnichannel services) in which customers can choose between online and offline ordering. We develop a queueing‐game‐theoretic model to evaluate the performance of omnichannel systems in terms of throughput and social welfare when customers strategically choose their ordering channels in the presence of service valuation uncertainty. We also contrast omnichannel services with single‐channel services, that is, online‐only and offline‐only services. Our analysis yields the following main insights. First, although customers run the risk of making suboptimal decisions and suffering from unexpected losses when they are uncertain about their service valuations, we find that all customers would be better off in expectation with an increasing level of service valuation uncertainty. Second, while social welfare improves as ordering online becomes more convenient in some cases, it (even online customer welfare) can also be worse off in others, especially when the system operates under heavy congestion, because customers' self‐interested channel choice behavior would impose significant negative congestion externalities among customers. Third, despite the fact that omnichannel services provide customers with an additional, more convenient ordering channel option in comparison with conventional offline‐only services, we find that, somewhat surprisingly, adopting omnichannel services does not necessarily guarantee improvement in social welfare. Finally, we discuss two alternative modeling assumptions to demonstrate the robustness of our main insights. 10.1002/nav.22213 http://onlinelibrary.wiley.com/termsAndConditions#vor
doi_str_mv 10.1002/nav.22213
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spellingShingle Omnichannel services in the presence of customers' valuation uncertainty
Huan Liu
Ping Cao
Yaolei Wang
Naval Research Logistics (NRL)
Omnichannel services in the presence of customers' valuation uncertainty Huan Liu Ping Cao Yaolei Wang Naval Research Logistics (NRL) AbstractWith the advancement of online‐ordering technology, an increasing number of service providers are transforming to sell services through online channels alongside traditional offline stores. Our paper studies this emerging business model (also known as omnichannel services) in which customers can choose between online and offline ordering. We develop a queueing‐game‐theoretic model to evaluate the performance of omnichannel systems in terms of throughput and social welfare when customers strategically choose their ordering channels in the presence of service valuation uncertainty. We also contrast omnichannel services with single‐channel services, that is, online‐only and offline‐only services. Our analysis yields the following main insights. First, although customers run the risk of making suboptimal decisions and suffering from unexpected losses when they are uncertain about their service valuations, we find that all customers would be better off in expectation with an increasing level of service valuation uncertainty. Second, while social welfare improves as ordering online becomes more convenient in some cases, it (even online customer welfare) can also be worse off in others, especially when the system operates under heavy congestion, because customers' self‐interested channel choice behavior would impose significant negative congestion externalities among customers. Third, despite the fact that omnichannel services provide customers with an additional, more convenient ordering channel option in comparison with conventional offline‐only services, we find that, somewhat surprisingly, adopting omnichannel services does not necessarily guarantee improvement in social welfare. Finally, we discuss two alternative modeling assumptions to demonstrate the robustness of our main insights. 10.1002/nav.22213 http://onlinelibrary.wiley.com/termsAndConditions#vor
title Omnichannel services in the presence of customers' valuation uncertainty
topic Naval Research Logistics (NRL)
url https://onlinelibrary.wiley.com/doi/10.1002/nav.22213