Vivid and Engaging
Effects of Interactive Data Visualization on Perceptions and Attitudes about Social Issues
Bibliographic Data
| ID | 22010899 |
|---|---|
| Authors | Haiyan Jia (0000-0002-8388-7860, Lehigh University, corresponding author), Sundar (0000-0002-5779-8864, Pennsylvania State University) |
| Year | 2024 |
| Volume | 12 |
| Issue | 8 |
| Pages | 1205-1229 |
| Publication date | 2024-09-13 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Digital Journalism (JOURNAL) |
| Journal identifiers | ISSN: 2167-0811 • E-ISSN: 2167-082X |
| Publisher | Informa UK Limited (PUBLISHER • GB) |
| DOI | 10.1080/21670811.2023.2250815 |
| OpenAlex | W4386325654 |
| Language | EN |
| Citations received | 4 |
| References cited | 92 |
With the rising availability and volume of data, journalists are finding ways to integrate data-rich information into news content and make them accessible to everyday news readers by accompanying them with exemplifying cases. However, these exemplars do not always fully capture the complexity of the data patterns, leading to significant biases in readers’ issue perceptions. Drawing on the theoretical frameworks of exemplification theory and interactivity, this study examines the effectiveness of interactivity in counteracting the exemplification effect through perceived vividness of and user engagement with data-rich information. A mixed-design experiment revealed that, compared to textual description and static visualization, interactive data visualization is effective in motivating systematic processing of baserate information, which positively influences accuracy of issue perception as well as personal attitudes toward two controversial issues—climate change and same-sex marriage legalization. These findings have theoretical and practical implications for journalistic practice and interface design for communicating data information
Data science · Data visualization · Epistemology · Exemplification · Information visualization · Interactivity · Internet privacy · Perception · Social media · Visualization · World Wide Web · Computer Science · Data Visualization and Analytics · Media Influence and Health · Media Studies and Communication · Psychology
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The Utility of Exemplars in Persuasive Communications
External cognition
Instructional animation versus static pictures
What is user engagement? A conceptual framework for defining user engagement with technology
Personal Efficacy, the Information Environment, and Attitudes Toward Global Warming and Climate Change in the United States
Time Flies When You’re Having Fun
Stalking the elusive "vividness" effect.
Exaggerated Versus Representative Exemplification in News Reports
Subjective probability
The Personal Involvement Inventory
Assessing Causality in the Cognitive Mediation Model
Transparency, Interactivity, Diversity, and Information Provenance in Everyday Data Journalism
Narrative Visualization
Toward a Theory of Interactive Media Effects (Time)
Amazon's Mechanical Turk
“Flatten the Curve”
The Impact of Public Transparency Infrastructure on Data Journalism
Navigating Interactive Story Spaces. The Architecture of Interactive Narratives in Online Journalism
Engaging Citizens for Climate Change—Challenges for Journalism
Selective Exposure and Exemplification within Sports Highlights
Making It Worse than It Is
On-Line Interaction and Why Candidates Avoid It
Framing Effects of Television News Coverage of Social Protest
From Reader to Writer
Measures of Perceived Interactivity
What is Interactivity and is it Always Such a Good Thing? Implications of Definition, Person, and Situation for the Influence of Interactivity on Advertising Effectiveness
Framing as a Theory of Media Effects
The Limited Capacity Model of Mediated Message Processing
Exemplification theory
User Experience of On-Screen Interaction Techniques
An Illusion of Interactivity
Anatomy of interaction experience
Data Collection in a Flat World
Fear, Tv News, and the Reality of Crime
The vividness effect
What is multimedia journalism1
Clarifying Journalism’s Quantitative Turn
Increasing Accountability Using Data Journalism
Challenges Facing Development of Data Journalism in Non-Western Societies
A Step Forward
Data Journalism beyond Majority World Countries
A Field Study of Arab Data Journalism Practices in the Digital Era
Communication and Emotion
The discourses of data journalism
Evaluating Online Labor Markets for Experimental Research
Heuristic versus systematic information processing and the use of source versus message cues in persuasion
Framing
Defining Virtual Reality
Personalization versus Customization
Exemplification Effects
| Unique citing works | 4 |
|---|---|
| Citations per year | 1,33 |
| Citation span | 2023 - 2026 (4) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 4 |