Roland T Rust
Biographic Data
| ID | 284802 |
|---|---|
| NAME | Roland T Rust |
| GIVEN NAMES | Roland T |
| FAMILY NAME | Rust |
| SIGNATURE | RUST R T |
| AFFILIATIONS | Department of Marketing, University of Maryland. |
| ORCID | 0000-0003-2433-7719 |
| VERIFIED | Yes |
| TOTAL WORKS | 5 |
| TOTAL CITATIONS | 58 |
| AUTHOR COUNT | 3 |
| EDITOR COUNT | 2 |
| FIRST PUBLICATION YEAR | 2004 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 3 |
The GenAI Future of Consumer Research
We develop a novel generative AI (GenAI) trajectory, 'democratization-average trap-model collapse,' to identify data and model challenges posed by GenAI, from which we project the GenAI future of consumer research. This trajectory consists of three key phenomena: democratization broadens consumer participation, the average trap produces generic responses, and model collapse occurs when GenAI outputs lose human sensibilities. Data and model challe…
Unveiling the Mind of the Machine
Previous research has shown that consumers respond differently to decisions made by humans versus algorithms. Many tasks, however, are not performed by humans anymore but entirely by algorithms. In fact, consumers increasingly encounter algorithm-controlled products, such as robotic vacuum cleaners or smart refrigerators, which are steered by different types of algorithms. Building on insights from computer science and consumer research on algori…
Handbook of Service Marketing Research
Feature Fatigue
As technology advances, it becomes more feasible to load products with a large number of features, each of which individually might be perceived as useful. However, too many features can make a product overwhelming for consumers and difficult to use. Three studies examine how consumers balance their desires for capability and usability when they evaluate products and how these desires shift over time. Because consumers give more weight to capabil…
Willingness‐to‐pay for Crime Control Programs
This paper reports on a new methodology to estimate the “cost of crime.” It is adapted from the contingent valuation method used in the environmental economics literature and is itself used to estimate the public's willingness to pay for crime control programs. In a nationally representative sample of 1,300 U.S. residents, we found that the typical household would be willing to pay between $100 and $150 per year for programs that reduced specific…
Willingness‐to‐pay for Crime Control Programs
This paper reports on a new methodology to estimate the “cost of crime.” It is adapted from the contingent valuation method used in the environmental economics literature and is itself used to estimate the public's willingness to pay for crime control programs. In a nationally representative sample of 1,300 U.S. residents, we found that the typical household would be willing to pay between $100 and $150 per year for programs that reduced specific…
The GenAI Future of Consumer Research
We develop a novel generative AI (GenAI) trajectory, 'democratization-average trap-model collapse,' to identify data and model challenges posed by GenAI, from which we project the GenAI future of consumer research. This trajectory consists of three key phenomena: democratization broadens consumer participation, the average trap produces generic responses, and model collapse occurs when GenAI outputs lose human sensibilities. Data and model challe…
Unveiling the Mind of the Machine
Previous research has shown that consumers respond differently to decisions made by humans versus algorithms. Many tasks, however, are not performed by humans anymore but entirely by algorithms. In fact, consumers increasingly encounter algorithm-controlled products, such as robotic vacuum cleaners or smart refrigerators, which are steered by different types of algorithms. Building on insights from computer science and consumer research on algori…
Willingness‐to‐pay for Crime Control Programs
This paper reports on a new methodology to estimate the “cost of crime.” It is adapted from the contingent valuation method used in the environmental economics literature and is itself used to estimate the public's willingness to pay for crime control programs. In a nationally representative sample of 1,300 U.S. residents, we found that the typical household would be willing to pay between $100 and $150 per year for programs that reduced specific…
Feature Fatigue
As technology advances, it becomes more feasible to load products with a large number of features, each of which individually might be perceived as useful. However, too many features can make a product overwhelming for consumers and difficult to use. Three studies examine how consumers balance their desires for capability and usability when they evaluate products and how these desires shift over time. Because consumers give more weight to capabil…
Handbook of Service Marketing Research
Unveiling the Mind of the Machine
Previous research has shown that consumers respond differently to decisions made by humans versus algorithms. Many tasks, however, are not performed by humans anymore but entirely by algorithms. In fact, consumers increasingly encounter algorithm-controlled products, such as robotic vacuum cleaners or smart refrigerators, which are steered by different types of algorithms. Building on insights from computer science and consumer research on algori…
The GenAI Future of Consumer Research
We develop a novel generative AI (GenAI) trajectory, 'democratization-average trap-model collapse,' to identify data and model challenges posed by GenAI, from which we project the GenAI future of consumer research. This trajectory consists of three key phenomena: democratization broadens consumer participation, the average trap produces generic responses, and model collapse occurs when GenAI outputs lose human sensibilities. Data and model challe…
Business (4 works) · Marketing (3 works) · Psychology (3 works) · AI in Service Interactions (2 works) · Computer Science (2 works) · Consumer Behavior in Brand Consumption and Identification (2 works) · Digital Marketing and Social Media (2 works) · Machine learning (2 works) · Mathematics (2 works) · Product (mathematics) (2 works)