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Dr Edgar Brea
Dr

Edgar Brea

Email: 
Phone: 
+61 7 344 33797

Overview

Background

Edgar Brea is a Researcher and Lead Data Scientist at UQ Business School and Australia’s Food and Beverage Accelerator (Innovation Pathways program), where he leads industry-led initiatives supporting the development of novel products through the use of AI to derive data-driven insights. Edgar holds a PhD in Innovation Management from The University of Queensland, as well as a Master of Technology and Innovation Management and a Bachelor of Computer Systems Engineering. He has over 12 years of consulting and research experience providing guidance on the development and management of technological innovation, and has worked with organisations from a variety of industries including banking, oil and gas, food and beverage, bioinformatics, as well as science organisations such as the CSIRO.

His research focuses on the intersection of technology, innovation, and strategic management, particularly in the context of AI and digital technologies. He explores the implications of these technologies on problem-solving, organizational dynamics, and innovation processes in teams and organisations. His work also seeks to understand the roles of various actors in technological ecosystems, the broader implications of AI for novelty emergence at commercial and societal scales, and effective management strategies for technology and innovation.

Availability

Dr Edgar Brea is:
Available for supervision

Qualifications

  • Bachelor of Systems Engineering, Universidad Metropolitana Caracas
  • Masters (Coursework), The University of Queensland
  • Doctor of Philosophy, The University of Queensland

Works

Search Professor Edgar Brea’s works on UQ eSpace

20 works between 2013 and 2024

1 - 20 of 20 works

Featured

2024

Journal Article

Integrating design thinking and agile approaches in analytics development: the case of Aginic

Brea, Edgar, Someh, Ida, Freya, Emma, Thebault, Brett and Sadiq, Shazia (2024). Integrating design thinking and agile approaches in analytics development: the case of Aginic. Journal of Information Technology Teaching Cases, 14 (2), 227-240. doi: 10.1177/20438869231178035

Integrating design thinking and agile approaches in analytics development: the case of Aginic

Featured

2024

Journal Article

The yin yang of AI: Exploring how commercial and non-commercial orientations shape machine learning innovation

Brea, Edgar (2024). The yin yang of AI: Exploring how commercial and non-commercial orientations shape machine learning innovation. Research Policy, 53 (6) 105008. doi: 10.1016/j.respol.2024.105008

The yin yang of AI: Exploring how commercial and non-commercial orientations shape machine learning innovation

Featured

2024

Journal Article

Navigating data governance challenges in healthcare

Williams, Katie, Axelsen, Micheal and Brea, Edgar (2024). Navigating data governance challenges in healthcare. Journal of Information Technology Teaching Cases. doi: 10.1177/20438869241240493

Navigating data governance challenges in healthcare

Featured

2023

Journal Article

A framework for mapping actor roles and their innovation potential in digital ecosystems

Brea, Edgar (2023). A framework for mapping actor roles and their innovation potential in digital ecosystems. Technovation, 125 102783, 1-12. doi: 10.1016/j.technovation.2023.102783

A framework for mapping actor roles and their innovation potential in digital ecosystems

Featured

2023

Journal Article

No silver bullet: cognitive technology does not lead to novelty in all firms

Brea, Edgar and Ford, Jerad A. (2023). No silver bullet: cognitive technology does not lead to novelty in all firms. Technovation, 122 102643, 1-14. doi: 10.1016/j.technovation.2022.102643

No silver bullet: cognitive technology does not lead to novelty in all firms

2023

Other Outputs

Global Food and Beverage Trends Report: opportunities to unlock innovation in the Australian food and beverage sector

Brea, Edgar, McColl-Kennedy, Janet, Hine, Damian and Derbyshire, Ellen (2023). Global Food and Beverage Trends Report: opportunities to unlock innovation in the Australian food and beverage sector. Brisbane, QLD Australia: The University of Queensland & Australia’s Food and Beverage Accelerator. doi: 10.14264/cc5c67a

Global Food and Beverage Trends Report: opportunities to unlock innovation in the Australian food and beverage sector

2023

Conference Publication

Innovative problem solving in the machine learning age: is domain expertise still important?

Brea, Edgar and Ford, Jerad A. (2023). Innovative problem solving in the machine learning age: is domain expertise still important?. Academy of Management Annual Meeting 2023, Boston, MA USA, 4-8 August 2023. Briarcliff Manor, NY USA: Academy of Management. doi: 10.5465/AMPROC.2023.231bp

Innovative problem solving in the machine learning age: is domain expertise still important?

2023

Other Outputs

Digital Service Transformation: Pathways to human and economic wellbeing: White paper

Andreassen, Tor W., Archibald, Gordon, Beekhuyzen, Jenine, Bongiovanni, Ivano, Brea, Edgar, Breidbach, Christoph, Burchill, Keith, Burgers, Henri, Cao, Selina, Coote, Len, Coram, Brendan, Cunningham, Claire, Feast, George, Field, Mitch, Ford, Jerad, Fouche, Leon, Gain, Alexandria, Gooding, Glen, Goyeneche Ramirez, David, Green, Teegan, Gschwind, Daniel, Hall, Thomas, Hartley, Nicole, Heinz, Daniel, Hine, Damian, Indulska, Marta, Kapernick, Brett, Kastelle, Tim, Ko, Ryan ... Zhang, Wenlu (2023). Digital Service Transformation: Pathways to human and economic wellbeing: White paper. Brisbane, QLD, Australia: The University of Queensland. doi: 10.14264/aed4918

Digital Service Transformation: Pathways to human and economic wellbeing: White paper

2022

Conference Publication

Knowledge recombination and open collaboration for technological innovation: the machine learning technology case

Brea, Edgar (2022). Knowledge recombination and open collaboration for technological innovation: the machine learning technology case. Strategic Management Society 42nd Annual Conference, London, United Kingdom, 17-20 September 2022.

Knowledge recombination and open collaboration for technological innovation: the machine learning technology case

2021

Conference Publication

An empirical exploration of the role of artificial intelligence in enhancing innovation performance in organisations

Brea, Edgar (2021). An empirical exploration of the role of artificial intelligence in enhancing innovation performance in organisations. 18th International Schumpeter Society Conference, Rome, Italy (virtual), 8-10 July 2021.

An empirical exploration of the role of artificial intelligence in enhancing innovation performance in organisations

2020

Other Outputs

Thriving through innovation: Lessons from the top

Ford, Jerad and Brea, Edgar (2020). Thriving through innovation: Lessons from the top. Brisbane, Australia: CSIRO.

Thriving through innovation: Lessons from the top

2020

Book Chapter

A developmental perspective on business model innovation: exploring sequences of change in high-performing IT firms

Brea, Edgar (2020). A developmental perspective on business model innovation: exploring sequences of change in high-performing IT firms. The crest of the innovation management research wave. (pp. 177-192) edited by Marcus Tynnhammar. Wilmington, DE, United States: Vernon Press.

A developmental perspective on business model innovation: exploring sequences of change in high-performing IT firms

2019

Conference Publication

Business ecosystems and their multifirm business models: a framework for understanding ecosystem evolution

Brea, Edgar (2019). Business ecosystems and their multifirm business models: a framework for understanding ecosystem evolution. Strategic Management Society 39th Annual Conference, Minneapolis, MN USA, 19-22 October 2019.

Business ecosystems and their multifirm business models: a framework for understanding ecosystem evolution

2018

Other Outputs

A developmental perspective on business model innovation: exploring sequences of change in high-performing IT firms

Brea, Edgar (2018). A developmental perspective on business model innovation: exploring sequences of change in high-performing IT firms. PhD Thesis, UQ Business School, The University of Queensland. doi: 10.14264/uql.2018.124

A developmental perspective on business model innovation: exploring sequences of change in high-performing IT firms

2018

Conference Publication

Using data mining techniques to explore business model innovation processes

Brea, Edgar, Hine, Damian and Kastelle, Tim (2018). Using data mining techniques to explore business model innovation processes. EURAM Annual Conference, Reykjavik, Iceland, 19-22 June 2018.

Using data mining techniques to explore business model innovation processes

2018

Conference Publication

Business model evolution through a complex adaptive system lens: an examination using data mining of financial data

Brea, Edgar, Hine, Damian and Kastelle, Tim (2018). Business model evolution through a complex adaptive system lens: an examination using data mining of financial data. International Schumpeter Society Conference, Seoul, Korea, 2-4 July 2018.

Business model evolution through a complex adaptive system lens: an examination using data mining of financial data

2016

Conference Publication

Dynamics of business model innovation: a processual approach

Brea, Edgar, Hine, Damian and Kastelle, Tim (2016). Dynamics of business model innovation: a processual approach. Australian Centre for Entrepreneurship Research Exchange (ACERE) Conference 2016, Gold Coast, Australia, 2-5 February 2016.

Dynamics of business model innovation: a processual approach

2016

Conference Publication

Exploring trajectories of business model change

Brea, Edgar, Hine, Damian and Kastelle, Tim (2016). Exploring trajectories of business model change. 16th Conference of the International Schumpeter Society (ISS), Montreal, Canada, July 2016.

Exploring trajectories of business model change

2014

Other Outputs

Make for Asia: the emerging Asian middle class and opportunities for Australian manufacturing

King, Sarah, Hine, Damian, Brea, Edgar, Cook, Hannah and Macdonald, Charlie (2014). Make for Asia: the emerging Asian middle class and opportunities for Australian manufacturing. Australia: CSIRO.

Make for Asia: the emerging Asian middle class and opportunities for Australian manufacturing

2013

Other Outputs

Lightweight assistive manufacturing solutions: improving Australia’s manufacturing competitiveness

Brea, Edgar, Kambouris, Peter, Elfes, Alberto, Duff, Elliot, Bick, Marcel, Bonchis, Adrian, Tews, Ashley and Lopes, Lydia (2013). Lightweight assistive manufacturing solutions: improving Australia’s manufacturing competitiveness. CSIRO.

Lightweight assistive manufacturing solutions: improving Australia’s manufacturing competitiveness

Funding

Current funding

  • 2024 - 2027
    Production of rare sugars
    Trailblazer Universities Program
    Open grant

Supervision

Availability

Dr Edgar Brea is:
Available for supervision

Before you email them, read our advice on how to contact a supervisor.

Supervision history

Completed supervision

Media

Enquiries

For media enquiries about Dr Edgar Brea's areas of expertise, story ideas and help finding experts, contact our Media team:

communications@uq.edu.au