Digital marketing: A framework, review and research agenda

PK Kannan - International journal of research in marketing, 2017 - Elsevier
We develop and describe a framework for research in digital marketing that highlights the
touchpoints in the marketing process as well as in the marketing strategy process where …

Attributing conversions in a multichannel online marketing environment: An empirical model and a field experiment

H Li, PK Kannan - Journal of marketing research, 2014 - journals.sagepub.com
Technology enables a firm to produce a granular record of every touchpoint consumers
make in their online purchase journey before they convert at the firm's website. However …

Dynamic coupon targeting using batch deep reinforcement learning: An application to livestream shopping

X Liu - Marketing Science, 2023 - pubsonline.informs.org
We present an empirical framework for creating dynamic coupon targeting strategies for high-
dimensional and high-frequency settings, and we test its performance using a large-scale …

Quantifying search and switching costs in the US auto insurance industry

E Honka - The RAND Journal of Economics, 2014 - Wiley Online Library
I estimate demand for auto insurance in the presence of two types of market frictions: search
and switching costs. I develop an integrated utility‐maximizing model in which consumers …

Free to choose? Reform, choice, and consideration sets in the English National Health Service

M Gaynor, C Propper, S Seiler - American Economic Review, 2016 - aeaweb.org
Choice in public services is controversial. We exploit a reform in the English National Health
Service to assess the effect of removing constraints on patient choice. We estimate a …

Search personalization using machine learning

H Yoganarasimhan - Management Science, 2020 - pubsonline.informs.org
Firms typically use query-based search to help consumers find information/products on their
websites. We consider the problem of optimally ranking a set of results shown in response to …

Simultaneous or sequential? Search strategies in the US auto insurance industry

E Honka, P Chintagunta - Marketing Science, 2017 - pubsonline.informs.org
We study the identification of the search method consumers use when resolving uncertainty
in the prices of alternatives. We show that the search method—simultaneous or sequential …

Sequential search with refinement: Model and application with click-stream data

Y Chen, S Yao - Management Science, 2017 - pubsonline.informs.org
We propose a structural model of consumer sequential search under uncertainty about
attribute levels of products. Our identification of the search model relies on exclusion …

The value of reputation in an online freelance marketplace

H Yoganarasimhan - Marketing Science, 2013 - pubsonline.informs.org
Online freelance marketplaces are websites that match buyers of electronically deliverable
services with freelancers. Although freelancing has grown in recent years, it faces the classic …

New vistas for marketing strategy: digital, data-rich, and developing market (D3) environments

S Sridhar, E Fang - Journal of the Academy of Marketing Science, 2019 - Springer
The last decade has seen marketing strategy evolve rapidly in three major directions, which
can be summarized in three Ds: digital, data-rich, and developing markets. The first D refers …