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Abstract
Innovation in health and social systems is rarely linear. In this post, we explore how evaluation can be reframed as a systems-aware process, responsive to complexity, shaped by diverse stakeholders, and evolving in real time with the innovations it seeks to support.
| Original language | English |
|---|---|
| Type | Blogpost |
| Media of output | Online |
| Publisher | Springer Nature |
| Publication status | Published - 7 May 2025 |
Publication series
| Name | Springer Nature - Research Community |
|---|---|
| Publisher | Springer Nature |
Keywords
- Systems-aware evaluation
- Complex adaptive systems (CAS)
- Health system innovation
- Transdisciplinary research
- Implementation science
- Co-design
- Stakeholder engagement
- Adaptive frameworks
- Human-centred AI
- Context-sensitive methods
- Evaluation methodology
- Knowledge translation
NTRO Type of Output
- Major
Access to Document
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Dive into the research topics of 'A Systems-Aware Evaluation Approach for Innovation'. Together they form a unique fingerprint.Prizes
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CSIRO On Prime Innovation Reward 2024
Pinero de Plaza, M. A. (Recipient), Marmolejo Ramos, F. (Recipient) & Morton, E. (Recipient), 20 Nov 2024
Prize
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Aged & Extended Care Unit Academic Meeting - Monday 17/2/25: Advancing Human-Centred AI in Emergency Care: A Multimethod Evaluation of RAPIDx AI Using the PROLIFERATE_AI Framework
Pinero de Plaza, M. A. (Speaker)
17 Feb 2025Activity: Talk or presentation types › Invited talk
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Guest Lecture – Clinical AI in Healthcare Management
Pinero de Plaza, M. A. (Author)
31 Mar 2025Activity: Talk or presentation types › Invited talk
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HTSA Implementation Science Network Forum: "Human-centred AI for Emergency Cardiac Care: Evaluating RAPIDx AI with PROLIFERATE_AI"
Pinero de Plaza, M. A. (Author)
31 Mar 2025Activity: Talk or presentation types › Invited talk
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Freeing transdisciplinarity from the project straightjacket: reframing the problem
Romera, A. J., Bratman, E. Z., Pinero de Plaza, M. A., Descalzo, A. M. & Ghneim-Herrera, T., 14 Apr 2025, In: Social Sciences and Humanities Open. 11, 9 p., 101483.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Downloads (Pure) -
From Promise to Practice: How Health Researchers Understand and Promote Transdisciplinary Collaboration
Lawless, M. T., Tieu, M., Archibald, M. B., Pinero de Plaza, M. A. & Kitson, A. L., Jan 2025, In: Qualitative Health Research. 35, 1, p. 3-16 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)119 Downloads (Pure) -
Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI
Pinero de Plaza, M. A., Lambrakis, K., Marmolejo-Ramos, F., Beleigoli, A., Archibald, M., Yadav, L., McMillan, P., Clark, R., Lawless, M., Morton, E., Hendriks, J., Kitson, A., Visvanathan, R., Chew, D. P. & Barrera Causil, C. J., Apr 2025, In: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 196, 10 p., 105810.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)28 Downloads (Pure)