2006•Journal of the Association for Information SystemsRequires access

Understanding the impact of web personalization on user information processing and decision outcomes

Kar Yan Tam, Shuk Ying Ho

Open publisher page 360 citations

Abstract

Personalized IT services have become a ubiquitous phenomenon. Companies worldwide are using the Web to provide personalized offerings and unique web experiences to their customers. While there is a lot of hype about delivering personalized services over the Web, little is known about the effectiveness of web personalization and the link between the IT artifact (the personalization agent) and the effects it exerts on a user’s information processing and decision making. To address the impact of personalized content, this article theoretically develops and empirically tests a model of web personalization. The model is grounded on social cognition and consumer research theories adapted to the peculiar features of web personalization. The influence of a personalization agent is mediated by two variables, content relevance and self reference. Hypotheses generated from the model are empirically tested in a laboratory experiment and a field study. The findings indicate that content relevance, self reference and goal specificity affect the attention, cognitive processes, and decisions of web users in various ways. Also, users are found to be receptive to personalized content and find it useful as a decision aid. Theoretical and practical implications of the findings are discussed.

About this research paper

What this paper is about

Personalized IT services have become a ubiquitous phenomenon. Companies worldwide are using the Web to provide personalized offerings and unique web experiences to their customers. While there is a lot of hype about delivering personalized services over the Web, little is known about the effectiveness of web personalization and the link between the IT artifact (the personalization agent) and the effects it exerts on a user’s information processing and decision making. To address the impact of personalized content, this article theoretically develops and empirically tests a model of web personalization. The model is grounded on social cognition and consumer research theories adapted to the peculiar features of web personalization. The influence of a personalization agent is mediated by two variables, content relevance and self reference. Hypotheses generated from the model are empirically tested in a laboratory experiment and a field study. The findings indicate that content relevance, self reference and goal specificity affect the attention, cognitive processes, and decisions of web users in various ways. Also, users are found to be receptive to personalized content and find it useful as a decision aid. Theoretical and practical implications of the findings are discussed.

Why it matters

OpenAlex reports 360 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Personalized IT services have become a ubiquitous phenomenon. Companies worldwide are using the Web to provide personalized offerings and unique web experiences to their customers. While there is a lot of hype about delivering personalized services over the Web, little is known about the effectiveness of web personalization and the link between the IT artifact (the personalization agent) and the effects it exerts on a user’s information processing and decision making. To address the impact of personalized content, this article theoretically develops and empirically tests a model of web personalization. The model is grounded on social cognition and consumer research theories adapted to the peculiar features of web personalization. The influence of a personalization agent is mediated by two variables, content relevance and self reference. Hypotheses generated from the model are empirically tested in a laboratory experiment and a field study. The findings indicate that content relevance, self reference and goal specificity affect the attention, cognitive processes, and decisions of web users in various ways. Also, users are found to be receptive to personalized content and find it useful as a decision aid. Theoretical and practical implications of the findings are discussed.

Key concepts: Personalization, Relevance (law), Computer science, Artifact (error), World Wide Web, Web intelligence, Knowledge management, The Internet

Related papers

Back to paper searchBrowse research topicsOriginal source
Understanding the impact of web personalization on user information processing and decision outcomes — Research Paper | ScholarLens