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Videos

Research papers

A New Framework for Interpreting Repurchasing Behaviour

Understanding the purchase journey is one of the most important and popular research topics in modern marketing research. The funnel model, which describes a consumer's purchase process by breaking it down into critical stages, has been the dominant...

Catalogue: Asia Pacific 2023 - Innovation
Author: Yongtae Park
Company: Google
November 22, 2023

Videos

Can AI (Computer Vision) Help Us to Evaluate Creatives at Large Scale?

Can artificial intelligence/machine learning help us define what bad or good ads are in terms of driving business results? We demonstrate a hybrid methodology of computer vision and human encoding to conduct large-scale creative meta-analysis at a...

Catalogue: Congress 2023
Author: Minh Nguyen
Company: Google
September 27, 2023

Research papers

The Future of Privacy-Centric Advertising Measurement

In this paper, we introduce a privacy-centric advertising measurement framework to demonstrate howmeasurement can help businesses grow in the era of privacy restrictions. The COVID-19 pandemic hascaused big changes in the global economy (the biggest...

Catalogue: Congress 2022: 75th Anniversary
Author: Minh Nguyen
Company: Google
September 23, 2022

Videos

Searching for new equilibrium in a post-Covid world

Join Vandana as she addresses the 3 big shifts that will impact your brand playbook:- Digital as the gateway to the future, playing a larger role in consumers becoming self-reliant;- The new storefront - Traditional commerce now moving online;-...

Catalogue: Asia Pacific 2020 - Insights Festival
Author: Vandana Chamaria
Company: Google
November 2, 2020

Research papers

Passive measurement: Path to purchase

Google and Nielsen came together to develop a way to better understand how consumers go about researching and buying mobile phones. With the internet in the palms of their hands, consumers interact a lot with the medium before considering and/or...

Catalogue: Asia Pacific 2020 - Insights Festival
Authors: Abhishek Saigal, Shilpa Surtani, Prithvi Raj, Zeeshan Adam, Avantika Agarwal, Harshita Bhatia
Companies: Google, Nielsen
November 2, 2020

Research papers

Designing innovations differently in the digital environment

There is an interesting management quote: Do not expect the output to change if the inputs remain the same. This is true for organisational transformation as well as transformation of the insights and analytics industry. This paper examines this...

Catalogue: Asia Pacific 2020 - Insights Festival
Authors: Charu Mullick, Krishnendu Dutta, Deepti Chandna, Aftab Kaushik, Disha Wanchoo, Rashmi Lohkna
Companies: IPSOS, Quantum Consumer Solutions Pvt Ltd, Google
November 2, 2020

Research papers

Driving consumers' brand perception and engagement

Bad ads create bad experiences for consumers and negatively impact your brand. It is critical to know what creative element or pattern can help drive brand performance and direct response. However, creative A/B tests or lab tests with facial...

Catalogue: Asia Pacific 2020 - Insights Festival
Authors: Minh Nguyen, Tomoya Naohara, Kosuke Yoshida
Companies: Google, INTAGE HOLDINGS Inc.
November 2, 2020

Research papers

From accountability to incrementality

Stop! Is your methodology biased? Ad measurement provides 'Accountability' (to prove that ads work), however, we argue that measurement should produce 'Incrementality' (help businesses grow with ads). To measure true ad effectiveness -...

Catalogue: Insights Festival 2020
Author: Minh Nguyen
Company: Google
September 15, 2020