ArticleAnnals of operations research2023
Retailer service strategy on livestreaming platforms considering free riding behavior.
Article in Annals of operations research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Live streaming mode selection strategy under the background of virtual anchor supplementation.PloS one · 2025Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Livestreaming e-commerce is a significant and effective digital tool for retailers to boost sales during the COVID-19 outbreak. Services on livestreaming platforms may be provided by either the manufacturer or the retailer. As service free riding across products becomes increasingly prevalent, the key issues retailers face include selecting which product should be promoted and who should provide service on the livestreaming channel. Using a game-theoretic framework, we investigate a retailer's optimal livestreaming service strategy that considers free riding between the retailer's store brand and a manufacturer's national brand. Our main findings are as follows. When service resources on the livestreaming channel are limited, (1) the retailer should not promote products with extremely low base demand, and (2) given that the national brand is promoted, if the two brands exhibit either very similar or significantly different features, the retailer should provide service for the national brand personally; otherwise, the retailer should delegate the service to the manufacturer. When livestreaming resources are unlimited, it may be unnecessary for the retailer to promote both brands if the store brand has a large base demand.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.