Using transactions data to improve consumer returns forecasting

G Shang, EC McKie, ME Ferguson… - Journal of Operations …, 2020 - Wiley Online Library
Although generous return policies have been shown to have marketing benefits, such as a
higher willingness to pay and a higher purchase frequency, counterbalancing these benefits …

Where should I focus my return reduction efforts? Empirical guidance for retailers

G Shang, ME Ferguson, MR Galbreth - Decision Sciences, 2019 - Wiley Online Library
Owing to the generous refund policy ubiquitous among today's retailers, returns are
prevalent and expensive to manage. Implementing buyer assistance programs and …

Managing opportunistic consumer returns in retail operations

MS Altug, T Aydinliyim, A Jain - Management Science, 2021 - pubsonline.informs.org
Retailers use lenient return policies to stimulate demand and increase revenues, as such
policies help customers assess uncertain product valuations at low (or no) return cost and …

Forecasting for remanufacturing: The effects of serialization

TE Goltsos, AA Syntetos… - Journal of Operations …, 2019 - Wiley Online Library
Remanufacturing operations rely upon accurate forecasts of demand and returned items.
Return timing and quantity forecasts help estimate net demand (demand minus returns) …

Managing product returns: the role of forecasting

LB Toktay, EA van der Laan, MP de Brito - Reverse logistics: quantitative …, 2004 - Springer
An important challenge arising in reverse logistics supply chains is the effective use of
returns so as to maximize the value of this resource. To this end, decisions at strategic …

Sales forecasting with financial indicators and experts' input

N Osadchiy, V Gaur, S Seshadri - Production and …, 2013 - journals.sagepub.com
We present a method for forecasting sales using financial market information and test this
method on annual data for US public retailers. Our method is motivated by the permanent …

Unveiling the relationship between the transaction timing, spending and dropout behavior of customers

N Glady, A Lemmens, C Croux - International Journal of Research in …, 2015 - Elsevier
The customer lifetime value combines into one construct the transaction timing, spending
and dropout processes that characterize the purchase behavior of customers. Recently, the …

Fused latent models for assessing product return propensity in online commerce

Y Fu, G Liu, S Papadimitriou, H Xiong, X Li… - Decision Support …, 2016 - Elsevier
In online shopping, product returns are very common. Liberal return policies have been
widely used to attract shoppers. However, returns often increase expense and …

A comparison of return rate calculation methods: Evidence from 16 retailers

S El Kihal, N Nurullayev, C Schulze, B Skiera - Journal of Retailing, 2021 - Elsevier
The product return rate (RR) is an important metric for retailers; even small RR changes can
significantly impact retailers' profit. Companies and researchers typically favor and employ …

Leveraging purchase regularity for predicting customer behavior the easy way

T Reutterer, M Platzer, N Schröder - International Journal of Research in …, 2021 - Elsevier
The valuation of future customer activity is a mainstay of any organization seeking to
efficiently manage its customer portfolio. In the area of customer-base analytics, the ongoing …