AI and Big Data Enhance Sustainable Entrepreneurship
Integrating Artificial Intelligence (AI) and Big Data (BD) can significantly advance sustainable entrepreneurship by providing empirical guidance for decision-making and resource utilization.
Journal of Economic Surveys · 2024
Key Findings
- 01AI and Big Data can provide empirical guidance for entrepreneurial decision-making.
- 02Integration of AI and Big Data holds promise for achieving both weak and strong sustainability ideals.
- 03These technologies can inform and support sustainable entrepreneurship pathways.
Application
Design takeaway
Incorporate AI and Big Data analytics into the design process to drive more effective sustainable entrepreneurship strategies.
How to apply
Explore how AI-powered analytics can optimize resource allocation, predict environmental impacts, and identify opportunities for circular economy models within a new product or service design.
Project actions
- 01Consider how data analytics can inform your design choices for sustainability.
- 02Research existing AI tools that can help with lifecycle assessments or material selection.
Method & Evidence
Variables
Strengths & Limitations
Strengths
- +Addresses an under-researched intersection of key fields.
- +Provides a conceptual framework for future research and practice.
Limitations
The conceptual nature of the paper means practical implementation details and specific case studies are not provided.
Reliability & validity
The conceptual nature of the paper limits direct assessment of reliability and validity in terms of empirical measurement; findings are based on synthesis and theoretical propositions.
Think critically
To what extent can AI and Big Data truly drive 'strong sustainability' ideals, or are they more likely to optimize existing 'weak sustainability' practices?
Design Principles
"Data-informed sustainability is key to entrepreneurial success."
This integration offers a powerful toolkit for designers and entrepreneurs aiming to meet triple-bottom-line challenges. It moves beyond theoretical concepts to provide actionable insights, enabling more effective and data-driven approaches to sustainability.
What This Means for Your Design
Using smart technology like AI and big data can help businesses be more environmentally friendly and successful at the same time.
How to use in your project
- 1.Reference this paper when discussing the role of technology in enhancing the sustainability of your design project.
Add to My Project
Quick Cite
(2024). Artificial Intelligence and Big Data in Sustainable Entrepreneurship. Journal of Economic Surveys. https://doi.org/10.1111/joes.12611 Retrieved from https://designdex.org/study/3b41ddf1-2c82-4510-ad3d-3d1561c94b7a/ai-and-big-data-enhance-sustainable-entrepreneurship
Paragraph starter
The integration of Artificial Intelligence and Big Data offers significant potential to enhance sustainable entrepreneurship by providing empirical guidance for decision-making and resource utilization, moving beyond theoretical frameworks to actionable strategies for achieving triple-bottom-line objectives.
Source
Journal of Economic Surveys
Artificial Intelligence and Big Data in Sustainable Entrepreneurship
journal · 2024
View sourceQuestions about this research
- What does the research say about ai and big data enhance sustainable entrepreneurship?
- Incorporate AI and Big Data analytics into the design process to drive more effective sustainable entrepreneurship strategies. Evidence: Journal of Economic Surveys (2024).
- Why does "AI and Big Data Enhance Sustainable Entrepreneurship" matter for design?
- This integration offers a powerful toolkit for designers and entrepreneurs aiming to meet triple-bottom-line challenges. It moves beyond theoretical concepts to provide actionable insights, enabling more effective and data-driven approaches to sustainability.
- How can designers apply this research?
- Incorporate AI and Big Data analytics into the design process to drive more effective sustainable entrepreneurship strategies.
- What were the main findings?
- AI and Big Data can provide empirical guidance for entrepreneurial decision-making.. Integration of AI and Big Data holds promise for achieving both weak and strong sustainability ideals.. These technologies can inform and support sustainable entrepreneurship pathways.
- What research method was used?
- Conceptual analysis and literature synthesis.
- How strong is the evidence?
- Evidence strength is rated Moderate effect, based on a 2024 journal from Journal of Economic Surveys.
- What should I do differently in my next project?
- Explore how AI-powered analytics can optimize resource allocation, predict environmental impacts, and identify opportunities for circular economy models within a new product or service design.
- What are the limitations?
- The paper is primarily conceptual and does not present empirical case studies or quantitative data on the impact of AI/BD on SE.
- Is there evidence that big data affects design outcomes?
- By leveraging AI and Big Data, sustainable entrepreneurs can make more informed decisions and improve resource management, leading to better environmental and social outcomes. This integration offers a powerful toolkit for designers and entrepreneurs aiming to meet triple-bottom-line challenges. It moves beyond theoret Source: Journal of Economic Surveys (2024).
- Where does this sustainable entrepreneurship research apply?
- Sustainable Entrepreneurship and Business Strategy It sits within sustainability research on designdex.org.
Related research topics
big data design research · evidence on big data · does big data improve design outcomes · sustainable entrepreneurship studies for designers · big data and sustainable entrepreneurship findings · sustainability research evidence