New data analytics approach helps retailers improve customer delivery

Major e-grocer in the United Kingdom saw a 4 per cent increase in profits on average over six months when doing a test simulation of the data-driven approach to customer home delivery

Using data analytics to predict when customers want to access home delivery services can help retailers lower delivery fees and become more efficient, researchers claim.

Representatives from Warwick Business School, Lancaster University Management School and the University of Southampton have undertaken new research into a “foresight approach” to home delivery, which predicts when people want their shopping delivered based on what delivery prices or incentives are being quoted for different delivery time slots.

By mining customer data, the new approach takes into account accepted orders to date as well as orders still expected to come in, and creates dynamic pricing for home delivery time slots. This allows retailers to optimise price and timing of delivery and offer discounts on certain time slots.

“Traditionally, online retailers would collect orders including delivery time requests until a certain cut-off time and plan their delivery schedule accordingly,” said Dr Arne Strauss, assistant professor of operational research at Warwick Business School.

“Therefore, maximising profits is a problem because the final set of orders for a given delivery day are not known until shortly beforehand, yet decisions on the pricing of delivery time ‘slots’ have to be made in advance based on an estimate.

“With our new approach we demonstrate that analysing the customer data already at retailers’ fingertips and using it to predict the impact of future expected orders in the estimation of delivery costs produces higher profits than only using orders accepted to date in this estimation.”

Why predictive analytics matters
How predictive analytics is tackling customer attrition at American Express
The keys to smarter data analytics Using data analytics to power customer lifetime value

The researchers conducted a simulation test of their new approach on a major e-grocer in the United Kingdom and saw a 4 per cent increase in profits on average over six months.

Tight profit margins can be an issue for many retailers, especially as more retailers are offering same-day delivery such as fashion retailer, The Iconic. The increase in online shopping spurred on by the growth in adoption of smartphones and tablets is also pushing retailers to find ways to differentiate themselves through their delivery service.

“Business failures such as Webvan who went bankrupt in 2001 after trying to offer a same-day delivery service brought home the message that while small delivery windows appeal to customers, they do cost the retailer money,” Dr Strauss said.

“It is important to incentivise customers and steer them to particular delivery times,” said Dr Strauss. “This could be in the form of ‘points’ or vouchers or even something along the lines of asking the customer to consider the environmental impact.”

Follow CMO on Twitter: @CMOAustralia, take part in the CMO Australia conversation on LinkedIn: CMO Australia, or join us on Facebook: https://www.facebook.com/CMOAustralia

Signup to CMO’s new email newsletter to receive your weekly dose of targeted content for the modern marketing chief.

Join the newsletter!

Or

Sign up to gain exclusive access to email subscriptions, event invitations, competitions, giveaways, and much more.

Membership is free, and your security and privacy remain protected. View our privacy policy before signing up.

Error: Please check your email address.
Show Comments

Blog Posts

AI ethics: Designing for trust

As artificial intelligence (AI) becomes much more prevalent and increasingly a way of life, more questions are being asked than answered about the ethical implications of its adoption.

Katja Forbes

Founder and chief, sfyte

How service heterogeneity is impacting engagement

Marketers have long known the importance of standardising products to assure quality and consistency. For services, however, standardisation is much more complex.

Dr Chris Baumann

Associate professor, Macquarie University

Kindness matters in business: why the nice guys finish first

A recent 1000-page Royal Commission report on misconduct in Australia’s financial sector revealed hair-raising stories of excessive commissions, rampant mis-selling and charges levied on the dead. So how do you stop a bank from misleading its customers?

Nick Liddell

Director of Consulting, The Clearing

nice article

meripadhai

5 things marketers need to do to get better in buy in when presenting

Read more

International business is closely related to marketing or marketing activities carried out by the company. According to Gitman and McDani...

Eko Prasetyo Utomo X

Salesforce: The age of the marketing campaign is over

Read more

Back in 1968 Holden began an appeal to customers who have an interest in competition. It did this with the introduction of the HK GTS 32...

Ben Tate

Marketing professor: For Holden, brand nostalgia ain’t what it used to be

Read more

Your blog post is really good and informative. Thanks for taking time to provide us this useful information with us.Auto wrapping uaeADF ...

Yes Machinery

Image intelligence:10 must-see infographics for marketers

Read more

A debt of gratitude is in order for sharing this marvelous information.I have taken in numerous things from your post

digitech Classes

Lumen CMO strives to make the brand synonymous with anti-ageism

Read more

Latest Podcast

More podcasts

Sign in