Empirically grounded agent-based models of innovation diffusion: a critical review

H Zhang, Y Vorobeychik - Artificial Intelligence Review, 2019 - Springer
Innovation diffusion has been studied extensively in a variety of disciplines, including
sociology, economics, marketing, ecology, and computer science. Traditional literature on …

Social commerce—state-of-the-art and future research directions

C Baethge, J Klier, M Klier - Electronic Markets, 2016 - Springer
In recent years, social commerce evolved into an emerging phenomenon of global interest
for marketers, businesses, and researchers alike. In light of this development, it is not …

Agent‐based modeling of new product market diffusion: an overview of strengths and criticisms

W Rand, C Stummer - Annals of Operations Research, 2021 - Springer
Market diffusion of new products is driven by the actions and reactions of consumers,
distributors, competitors, and other stakeholders, all of whom can be heterogeneous in their …

Building agent-based decision support systems for word-of-mouth programs: A freemium application

M Chica, W Rand - Journal of Marketing Research, 2017 - journals.sagepub.com
Marketers must constantly decide how to implement word-of-mouth (WOM) programs, and a
well-developed decision support system (DSS) can provide them valuable assistance in …

The PLS agent: Predictive modeling with PLS-SEM and agent-based simulation

S Schubring, I Lorscheid, M Meyer… - Journal of Business …, 2016 - Elsevier
Partial least squares structural equation modeling (PLS-SEM) is a widespread multivariate
analysis method that is used to estimate variance-based structural equation models …

Modeling agent‐based consumers decision‐making with 2‐tuple fuzzy linguistic perceptions

J Giráldez‐Cru, M Chica, O Cordón… - International Journal of …, 2020 - Wiley Online Library
Understanding consumer behaviors and how consumers react to marketing campaigns and
viral word‐of‐mouth processes is crucial for marketers. Classical approaches try to infer this …

[HTML][HTML] The impact of individual versus group rewards on work group performance and cooperation: A computational social science approach

D Ladley, I Wilkinson, L Young - Journal of Business Research, 2015 - Elsevier
Purpose To examine the effect of individual versus group evaluation and reward systems on
work group behavior and performance under different task conditions. Methodology Uses …

[HTML][HTML] Peak sales time prediction in new product sales: Can a product manager rely on it?

TV Krishnan, S Feng, DC Jain - Journal of Business Research, 2023 - Elsevier
Managers dealing with new products need to forecast sales growth, especially the time at
which the sales would reach the peak, known as the peak sales time (T*). In most cases …

Strategies for new product diffusion: whom and how to target?

H Hu, J Lin, Y Qian, J Sun - Journal of Business Research, 2018 - Elsevier
This paper examines the promotional strategies for new product diffusion by leveraging peer
effects among consumers. Previous studies have offered conflicting recommendations on …

Designing profitable seeding Programs: The effects of social network properties and consumer homophily

MG Nejad, M Amini - Journal of Business Research, 2024 - Elsevier
This study explores the main and interaction effects of consumer social network properties
and homophily on the profit impact of seeding programs. Social network properties capture …