Recommendation networks of homogeneous products on an E-commerce platform: Measurement and competition effects

Z Zhu, S Wang, F Wang, Z Tu - Expert Systems with Applications, 2022 - Elsevier
Extant studies have focused on the sales benefits of product recommendation networks;
however, the competition effects of such networks have been overlooked. Understanding the …

How do recommender systems affect sales diversity? A cross-category investigation via randomized field experiment

D Lee, K Hosanagar - Information Systems Research, 2019 - pubsonline.informs.org
We investigate the impact of collaborative filtering recommender algorithms (eg, Amazon's
“Customers who bought this item also bought”) commonly used in e-commerce on sales …

How do recommender systems lead to consumer purchases? A causal mediation analysis of a field experiment

X Li, J Grahl, O Hinz - Information Systems Research, 2022 - pubsonline.informs.org
How do recommender systems induce consumers to buy? Extant research neglects to
examine the causal paths through which the use of recommender systems leads to …

Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective.

N Ilk, G Shang, S Fan, JL Zhao - MIS quarterly, 2021 - search.ebscohost.com
Cryptocurrencies such as Bitcoin are breakthrough financial technologies that promise to
revolutionize the digital economy. Unfortunately, their long-term adoption in the business …

DESCRIPTION AND DEMONSTRATION SIGNALS AS COMPLEMENTS AND SUBSTITUTES IN AN ONLINE MARKET FOR MENTAL HEALTH CARE.

J Zhou, R Kishore, L Amo, C Ye - MIS Quarterly, 2022 - search.ebscohost.com
Online markets for mental health care (OMMH) allow clients to connect remotely with
counselors to receive psychological therapy. Rooted in signaling theory and in the specific …

The engagement-diversity connection: Evidence from a field experiment on spotify

D Holtz, B Carterette, P Chandar, Z Nazari… - Proceedings of the 21st …, 2020 - dl.acm.org
We present results from a large-scale, randomized field experiment on Spotify testing the
effect of personalized recommendations on consumption diversity. In the experiment, both …

The rise of empirical online platform research in the new millennium

HK Cheng, D Daniel Sokol… - Journal of Economics & …, 2024 - Wiley Online Library
Online platforms have emerged as a dominant business model in numerous industries in the
new millennium. In light of the substantial and burgeoning body of empirical platform …

How do product attributes and reviews moderate the impact of recommender systems through purchase stages?

D Lee, K Hosanagar - Management Science, 2021 - pubsonline.informs.org
We investigate the moderating effect of product attributes and review ratings on views,
conversion| views (conversion conditional on views), and final conversion of a purchase …

Estimating the causal impact of recommendation systems from observational data

A Sharma, JM Hofman, DJ Watts - … of the Sixteenth ACM Conference on …, 2015 - dl.acm.org
Recommendation systems are an increasingly prominent part of the web, accounting for up
to a third of all traffic on several of the world's most popular sites. Nevertheless, little is …

An empirical study of content-based recommendation systems in mobile app markets

M Jozani, CZ Liu, KKR Choo - Decision Support Systems, 2023 - Elsevier
Recommendation systems are widely used to promote product visibility and sales. However,
past research suggests that they primarily benefit market superstars and therefore, can be …