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Retail store operations: Literature review and research directions
In the digital age, retail store operations face a variety of novel challenges and complexities.
We review 255 papers on retail store operations from 32 operations research, management …
We review 255 papers on retail store operations from 32 operations research, management …
Why doesn't our value creation payoff: Unpacking customer analytics-driven value creation capability to sustain competitive advantage
Advancing value creation has gained momentum in recent years due to the dramatic growth
of data-driven marketing analytics. As such, there is an ever-growing surge both in …
of data-driven marketing analytics. As such, there is an ever-growing surge both in …
[HTML][HTML] Retailing and retailing research in the age of big data analytics
MG Dekimpe - International Journal of Research in Marketing, 2020 - Elsevier
As a research domain, the retail sector has always had many appealing features, such as its
size, its multi-faceted and dynamic nature, the possibility for researchers to exploit their own …
size, its multi-faceted and dynamic nature, the possibility for researchers to exploit their own …
Addressing endogeneity in marketing models
The marketing literature uses regression models based on observational data for causal
inferences. Endogeneity issues are a threat to inferring causal effects. Endogeneity—the …
inferences. Endogeneity issues are a threat to inferring causal effects. Endogeneity—the …
[HTML][HTML] Challenges at the marketing–operations interface in omni-channel retail environments
To compete in today's omni-channel business context, it is essential for firms to co-ordinate
their activities across channels and across different stages of the customer journey and the …
their activities across channels and across different stages of the customer journey and the …
Dealing with endogeneity: A nontechnical guide for marketing researchers
This chapter provides a nontechnical summary of how to deal with endogeneity in
regression models for marketing research applications. When researchers want to make …
regression models for marketing research applications. When researchers want to make …
Visualizing association rules in hierarchical groups
M Hahsler, R Karpienko - Journal of Business Economics, 2017 - Springer
Association rule mining is one of the most popular data mining methods. However, mining
association rules often results in a very large number of found rules, leaving the analyst with …
association rules often results in a very large number of found rules, leaving the analyst with …
As the wheel turns toward the future of retailing
What does the future hold for retailers? Certainly, many eras previous to the big-data and
pandemic eras have come and gone and that same question could raise anxiety among …
pandemic eras have come and gone and that same question could raise anxiety among …
P2V-MAP: Map** market structures for large retail assortments
The authors propose a new, exploratory approach for analyzing market structures that
leverages two recent methodological advances in natural language processing and …
leverages two recent methodological advances in natural language processing and …
Opening the umbrella: the effects of rebranding multiple category-specific private-label brands to one umbrella brand
The authors study the consequences of rebranding multiple category-specific private-label
(PL) brands by “opening the umbrella” and unifying them under a common brand name …
(PL) brands by “opening the umbrella” and unifying them under a common brand name …