Short answer

Design AI-powered platforms with a focus on transparency and user environmental identity to foster trust and drive sustainable value co-creation.

Field
Sustainability
Source
Sustainability (2025)
Method
Quantitative survey research
Sample
466 participants
Evidence
Strong effect

Leveraging AI platform resources can foster stakeholder trust and environmental identity, leading to enhanced green value co-creation and improved sustainable firm performance. This sustainability research insight is drawn from a 2025 study published in Sustainability. Using Quantitative survey research with 466 participants, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Design AI-powered platforms with a focus on transparency and user environmental identity to foster trust and drive sustainable value co-creation.

Study
SustainabilityNew This WeekStrong effect

AI Platform Resources Drive Green Value Co-Creation for Sustainable Firm Performance

Leveraging AI platform resources can foster stakeholder trust and environmental identity, leading to enhanced green value co-creation and improved sustainable firm performance.

Sustainability · 2025

01

Key Findings

  • 01Platform AI resources positively influence green value co-creation.
  • 02Trust in AI and environmental identity mediate the relationship between AI resources and green value co-creation.
  • 03The positive association between AI resources and green value co-creation is stronger in high-sustainable development contexts.
02

Application

Design takeaway

Design AI-powered platforms with a focus on transparency and user environmental identity to foster trust and drive sustainable value co-creation.

How to apply

When developing digital platforms, prioritize AI features that enhance transparency, provide clear environmental impact information, and allow users to express or strengthen their environmental identity.

Project actions

  • 01When designing a digital product, think about how AI can be used to promote sustainable actions.
  • 02Consider how to build user trust in AI features related to environmental impact.
  • 03Explore how to connect AI features to users' personal values regarding sustainability.
03

Method & Evidence

AimHow do platform-based artificial intelligence resources influence sustainable firm performance by shaping stakeholder cognition and behavior, and what role does sustainable development context play in this relationship?
MethodQuantitative survey research
ProcedureSurvey data was collected from 466 platform managers across various industries in China's digital economy hubs. The data was analyzed to examine the mediating roles of trust in AI and environmental identity, and the moderating role of sustainable development context, on the relationship between AI platform resources and green value co-creation, ultimately impacting sustainable firm performance.
Sample466 participants
ContextE-business ecosystems in China's digital economy hubs (Yangtze River Delta, Pearl River Delta, Beijing-Tianjin), covering e-commerce, consumer goods, and healthcare industries.

Variables

IVPlatform AI resources
DVSustainable firm performance (mediated by green value co-creation)
CVIndustry, Digital economy hub, Platform manager characteristics
04

Strengths & Limitations

Strengths

  • +Large sample size from diverse industries.
  • +Integration of multiple theoretical frameworks (RBV, TPB, Institutional Theory).

Limitations

Self-reported data can be biased. The study's focus on specific regions in China might not apply everywhere. The complexity of AI systems can make it hard to isolate the exact impact of specific AI resources.

Reliability & validity

The study likely employed established scales for its constructs, contributing to reliability. Validity would be supported by the theoretical grounding and the multi-industry context, though potential biases in self-reported data could affect it.

Think critically

To what extent can AI truly drive genuine environmental commitment, or does it primarily facilitate 'greenwashing' through perceived trust and identity alignment?

05

Design Principles

"AI integration should prioritize building stakeholder trust and aligning with environmental values to achieve sustainable business outcomes."

In the digital age, integrating AI into business platforms is not just about efficiency but also about enabling sustainable practices. By designing AI systems that build trust and resonate with users' environmental values, businesses can unlock new avenues for collaborative sustainable development.

06

What This Means for Your Design

Using AI on online platforms can help businesses become more eco-friendly by making customers and partners trust the AI and care more about the environment. This works best when the company is already trying hard to be sustainable.

How to use in your project

  • 1.Reference this study when discussing how digital technologies can support sustainable design goals.
  • 2.Use the findings to justify design choices aimed at increasing user trust in AI for environmental purposes.
07

Add to My Project

08

Quick Cite

Paragraph starter

This research indicates that AI-driven platforms can significantly contribute to sustainable firm performance by fostering green value co-creation through enhanced stakeholder trust and environmental identity. The findings suggest that designing AI with transparency and a focus on user values is crucial for driving pro-environmental engagement and achieving sustainable development goals within business ecosystems.

09

Source

Sustainability

Platform AI Resources and Green Value Co-Creation: Paving the Way for Sustainable Firm Performance in the Digital Age

journal · 2025

View source

Questions About This Research

What does the research say about ai platform resources drive green value co-creation for sustainable firm performance?
Design AI-powered platforms with a focus on transparency and user environmental identity to foster trust and drive sustainable value co-creation. Evidence: Sustainability (2025).
Why does "AI Platform Resources Drive Green Value Co-Creation for Sustainable Firm Performance" matter for design?
In the digital age, integrating AI into business platforms is not just about efficiency but also about enabling sustainable practices. By designing AI systems that build trust and resonate with users' environmental values, businesses can unlock new avenues for collaborative sustainable development.
How can designers apply this research?
Design AI-powered platforms with a focus on transparency and user environmental identity to foster trust and drive sustainable value co-creation.
What were the main findings?
Platform AI resources positively influence green value co-creation.. Trust in AI and environmental identity mediate the relationship between AI resources and green value co-creation.. The positive association between AI resources and green value co-creation is stronger in high-sustainable development contexts.
What research method was used?
Quantitative survey research with 466 participants.
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2025 journal from Sustainability.
What should I do differently in my next project?
When developing digital platforms, prioritize AI features that enhance transparency, provide clear environmental impact information, and allow users to express or strengthen their environmental identity.
What are the limitations?
The study was conducted in specific digital economy hubs in China, which may limit generalizability to other geographical or economic contexts. The reliance on survey data may also be subject to self-reporting biases.