Short answer

Prioritize building user confidence in the technology's performance and capabilities, especially when both technology and provider trust are factors in user acceptance.

Field
User-Centred Design
Source
Electronic Markets (2023)
Method
Meta-analysis and Meta-Analytic Structural Equation Modeling (MASEM)
Evidence
Strong effect

When designing for technology acceptance, the relative importance of trusting the technology itself versus trusting the entity providing it shifts depending on whether both are considered or only one. This user-centred design research insight is drawn from a 2023 study published in Electronic Markets. Using Meta-analysis and meta-analytic structural equation modeling (masem), researchers explored how this design variable affects real-world outcomes. The key design takeaway: Prioritize building user confidence in the technology's performance and capabilities, especially when both technology and provider trust are factors in user acceptance.

Study
User-Centred DesignRecentStrong effect

Trust in Technology vs. Trust in Provider: Prioritizing for User Acceptance

When designing for technology acceptance, the relative importance of trusting the technology itself versus trusting the entity providing it shifts depending on whether both are considered or only one.

Electronic Markets · 2023

01

Key Findings

  • 01Trust in technology and trust in provider are strongly related.
  • 02Institution-based trust and reputation are stronger predictors of trust in provider.
  • 03Familiarity is a stronger determinant of trust in technology.
  • 04When both trust in technology and trust in provider are considered, trust in technology has a greater impact on the intention to use.
02

Application

Design takeaway

Prioritize building user confidence in the technology's performance and capabilities, especially when both technology and provider trust are factors in user acceptance.

How to apply

When developing a new digital product, conduct user research to understand whether users primarily focus on the technology's features and performance or the brand/provider's reputation, and tailor trust-building strategies accordingly.

Project actions

  • 01When designing a user interface, ensure clear communication of the technology's capabilities and benefits.
  • 02In user testing, ask participants about their confidence in the technology's functionality and security.
03

Method & Evidence

AimTo clarify the relationships between trust in technology, trust in provider, their antecedents, and the intention to use technology, and to examine how these relationships vary for different configurations.
MethodMeta-analysis and Meta-Analytic Structural Equation Modeling (MASEM)
ProcedureThe researchers conducted pairwise meta-analyses to determine the overall effect sizes for individual trust entities and then used MASEM to analyze four different configurations of trust models, examining the relationships between trust in technology, trust in provider, antecedents (like institution-based trust, reputation, familiarity), and intention to use.
ContextOnline environments and technology acceptance

Variables

IV["Trust in technology","Trust in provider","Antecedents (institution-based trust, reputation, familiarity)"]
DV["Intention to use"]
CV["Configurations of trust models"]
04

Strengths & Limitations

Strengths

  • +Synthesizes findings from multiple studies, providing a robust overview of trust relationships.
  • +Uses advanced statistical methods (MASEM) to analyze complex model configurations.

Limitations

The meta-analysis relies on the quality and scope of existing studies, which might not perfectly align with your specific design project context.

Reliability & validity

The meta-analysis approach increases reliability by aggregating results from multiple studies. Validity is enhanced by examining various model configurations, but it is dependent on the quality and consistency of the original studies included.

Think critically

How might the relative importance of trust in technology versus trust in provider change depending on the criticality of the technology (e.g., a simple game versus a banking app)?

05

Design Principles

"In technology acceptance models, the direct perceived reliability and functionality of the technology often holds greater sway over user intention than the reputation of its provider, particularly when both are evaluated."

Understanding the nuances of user trust is critical for successful technology adoption. This research highlights that designers must consider which trust element (technology or provider) to emphasize based on the specific context and user interaction model.

06

What This Means for Your Design

When people decide to use new technology online, they need to trust it. This study found that trusting the technology itself is often more important than trusting the company that made it, especially when both are considered.

How to use in your project

  • 1.Reference this study when discussing the importance of user trust in technology acceptance and how to design for it.
  • 2.Use the findings to justify prioritizing certain design features or communication strategies aimed at building user confidence.
07

Add to My Project

08

Quick Cite

Paragraph starter

This research indicates that for successful technology acceptance, trust in the technology itself often plays a more significant role than trust in the provider, especially when both are considered. This suggests that design efforts should focus on clearly demonstrating the technology's reliability, functionality, and security to foster user confidence and adoption.

09

Source

Electronic Markets

Who earns trust in online environments? A meta-analysis of trust in technology and trust in provider for technology acceptance

journal · 2023

View source

Questions About This Research

What does the research say about trust in technology vs. trust in provider: prioritizing for user acceptance?
Prioritize building user confidence in the technology's performance and capabilities, especially when both technology and provider trust are factors in user acceptance. Evidence: Electronic Markets (2023).
Why does "Trust in Technology vs. Trust in Provider: Prioritizing for User Acceptance" matter for design?
Understanding the nuances of user trust is critical for successful technology adoption. This research highlights that designers must consider which trust element (technology or provider) to emphasize based on the specific context and user interaction model.
How can designers apply this research?
Prioritize building user confidence in the technology's performance and capabilities, especially when both technology and provider trust are factors in user acceptance.
What were the main findings?
Trust in technology and trust in provider are strongly related.. Institution-based trust and reputation are stronger predictors of trust in provider.. Familiarity is a stronger determinant of trust in technology.. When both trust in technology and trust in provider are considered, trust in technology has a greater impact on the intention to use.
What research method was used?
Meta-analysis and Meta-Analytic Structural Equation Modeling (MASEM).
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2023 journal from Electronic Markets.
What should I do differently in my next project?
When developing a new digital product, conduct user research to understand whether users primarily focus on the technology's features and performance or the brand/provider's reputation, and tailor trust-building strategies accordingly.
What are the limitations?
The study's findings are based on existing research, and the specific configurations of trust models in prior studies may not cover all possible scenarios.