Content strategies for digital consumer engagement in social networks: Why advertising is an antecedent of engagement

JM Gavilanes, TC Flatten, M Brettel - Journal of Advertising, 2018 - Taylor & Francis
Advertisers need to optimize their efforts on social networks to engage consumers
effectively. Existing literature on this topic has not yet explained how social network …

Exploring the effects of “What”(product) and “Where”(website) characteristics on online shop** behavior

G Mallapragada, SR Chandukala… - Journal of …, 2016 - journals.sagepub.com
Understanding factors that influence online shop** and managing consumer relationships
is not a trivial task for firms, considering the many pertinent factors that influence behavior …

Predicting online customer purchase: The integration of customer characteristics and browsing patterns

S Kim, W Shin, HW Kim - Decision Support Systems, 2024 - Elsevier
Despite the relentless growth of online retail, e-commerce platforms still suffer from a low
purchase conversion rate. Researchers and practitioners have attempted to understand …

Predicting stages in omnichannel path to purchase: A deep learning model

C Sun, P Adamopoulos, A Ghose… - Information Systems …, 2022 - pubsonline.informs.org
The proliferation of omnichannel practices and emerging technologies opens up new
opportunities for companies to collect voluminous data across multiple channels. This study …

Discovering how advertising grows sales and builds brands

NI Bruce, K Peters, PA Naik - Journal of marketing Research, 2012 - journals.sagepub.com
Advertising nudges consumers along the think–feel–do hierarchy of intermediate effects of
advertising to induce sales. Because intermediate effects—cognition, affect, and experience …

The effect of media advertising on brand consideration and choice

N Terui, M Ban, GM Allenby - Marketing science, 2011 - pubsonline.informs.org
The nature of the effect of media advertising on brand choice is investigated in two product
categories in analyses that combine household scanner panel data with media exposure …

A review of Bayesian dynamic forecasting models: Applications in marketing

HS Migon, MB Alves, AFB Menezes… - … Stochastic Models in …, 2023 - Wiley Online Library
We briefly review the main developments of Bayesian dynamic models. The emphasis is on
marketing applications. Typical examples in this area are discussed. The concepts of …

Decisions as ill-posed problems: A sco** review of regularization methods in decision science.

JA Hoffmann - Decision, 2024 - psycnet.apa.org
Real-life decisions often require individuals to make inferences based upon a large number
of possible predictive features, but only limited observations. These so called ill-posed …

A Bayesian cluster validity index

O Preedasawakul, N Wiroonsri - Computational Statistics & Data Analysis, 2025 - Elsevier
Selecting the appropriate number of clusters is a critical step in applying clustering
algorithms. To assist in this process, various cluster validity indices (CVIs) have been …

Advancing the science of marketing

G M. Allenby - Marketing Letters, 2024 - Springer
This paper presents a comprehensive overview of the significant contributions of the 2024
AMA Converse Award recipient Dr. Greg M. Allenby, as presented at the Converse …