The overall tone is supportive and optimistic, with examples like recognition of PROLIFERATE’s potential to improve health outcomes and the mention of extensive global engagement, which reflect strong agreement and interest. The frequent emphasis on collaborative approaches and evaluation tools illustrates deep engagement, while references to reducing costs and failure rates indicate the perceived moderate impact of these innovations.
AgreementModerate agreement
Most discussions express strong support for the framework and its practical applications in optimizing health system innovations.
InterestHigh interest
Posts demonstrate high interest, frequently mentioning global influence, participation, and enthusiasm for co-design and AI integration.
EngagementHigh engagement
Many posts delve into detailed aspects like transdisciplinary teamwork, evaluation methods, and stakeholder involvement, indicating deep engagement.
ImpactModerate impact
The discussions highlight tangible impacts such as reducing innovation failures and improving decision-making, suggesting moderate but meaningful influence.
Abstract in brief
The article introduces the PROLIFERATE framework, which combines various logics to evaluate and optimize innovations in complex health systems.
The method involves co-designing solutions, utilizing data science, and considering person-centered parameters across different system levels.
Examples from ongoing research in Australia, such as Health2Go and RAPIDx_AI, illustrate how the framework can track innovation processes and assess their effectiveness in healthcare settings.
Even when we were the last team to publish, we got the most viewed article on this research topic : "Going Beyond the Traditional Tools of Implementation Science."
Thank you for your visits and downloads!
May 17, 2023 · 13 likes · 2 shares · 1,893 followersView post →
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Frontiers in Health Services
@FrontHealthServ · X
New Research: Co-designing, measuring, and optimizing innovations and solutions within complex adaptive health systems https://t.co/nyHmDz6kjo #HealthServices
Mar 31, 2023 · 13 likes · 5 shares · 472 followersView post →
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Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
We will present our investigation of the human components around AI implementation by utilising co-design and AI to predict and develop the best uptake, implementation or de-implementation solutions. Our approach is PROLIFERATE: https://t.co/bAV0HJN6XP https://t.co/9b9QlrPjXt
We are being featured by the Commission on Excellence and Innovation in Health- Reported Measures Research Collaborative:
Jun 8, 2023 · 10 likes · 3 shares · 1,893 followersView post →
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Flinders Caring Futures Institute
@FlindersCFI · X
Featuring @MariaAPinero on this Consumer Engagement Summit panel. Discover valuable community partnership evaluation insights: https://t.co/ZHVESdGM8m. Dive into @Flinders' evaluation methods with our research paper: https://t.co/r1Q3NcCkjw #CommunityEngagement @alisonlkitson https://t.co/kGs37wJPco
Oct 26, 2023 · 10 likes · 1 share · 1,104 followersView post →
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Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
Thank you to all our readers for their interest in co-designing, measuring, and optimizing innovations and solutions within complex adaptive health systems
https://t.co/bAV0HJNENn @alisonlkitson @FlindersCFI @FlindersUniNews #implementationscience #impact @CHAPproject https://t.co/JbkCs6rUEQ
May 26, 2023 · 7 likes · 3 shares · 1,893 followersView post →
Researchers highlight the challenges faced by frail, homebound, and bedridden people in Australia, focusing on solutions developed through participatory and knowledge translation approaches to improve healthcare access…
When PROLIFERATE and PROLIFERATEAI are embedded, communities, clinicians, service managers, and policymakers connect through shared feedback. This method turns experiences and data into actionable insights, guiding…
RT @MariaAPinero: @acagamic This isn’t about technology making us redundant; it’s about using tools that amplify our impact. That’s why too…
Oct 26, 2024 · 1 share · 1,893 followersView post →
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Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
@acagamic This isn’t about technology making us redundant; it’s about using tools that amplify our impact. That’s why tools like Proliferate_AI are invaluable. https://t.co/bAV0HJNENn
Oct 26, 2024 · 2 likes · 1 share · 1,893 followersView post →
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marianella castillo
@mariane91417739 · X
RT @MariaAPinero: "Complex adaptive systems require a model of leadership that responds to their intricacies and demands for predictive, ad…
"Complex adaptive systems require a model of leadership that responds to their intricacies and demands for predictive, adaptive, and transformative practices." | https://t.co/bAV0HJNENn @alisonlkitson @Flinders @ILCconnect2care https://t.co/YhKMLvxTtf
4K Total views- 1,1K Downloads:
With a 95% accuracy rate in evaluation, PROLIFERATE_AI will significantly reduce the failure rates of health innovations, leading to cost savings and improved patient outcomes: https://t.co/bAV0HJN6XP https://t.co/WBVonty1On
Jul 18, 2024 · 1 like · 1 share · 1,893 followersView post →
"The Transdisciplinary team cross-pollinated ideas based on their experiential learning, aiming to acquire, utilize, or master individual and/or collective skills and capabilities for collaborative research"
https://t.co/c7HAxPccqO https://t.co/3YavOx1ymY
May 28, 2024 · 2 likes · 2 shares · 1,893 followersView post →
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marianella castillo
@mariane91417739 · X
RT @MariaAPinero: Transdisciplinary research is like an orchestra, where diverse experts harmonize their unique skills to create a unified,…
Transdisciplinary research is like an orchestra, where diverse experts harmonize their unique skills to create a unified, impactful symphony. @Flinders @FlindersHMRI @rayychan https://t.co/bAV0HJNENn https://t.co/7b9BBgIBKU
May 28, 2024 · 5 likes · 1 share · 1,893 followersView post →
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Flinders Caring Futures Institute
@FlindersCFI · X
RT @MariaAPinero: @HelenBevan's explanation dovetails perfectly with our PROLIFERATE method, which can incorporate AI for expert knowledge…
@HelenBevan's explanation dovetails perfectly with our PROLIFERATE method, which can incorporate AI for expert knowledge elicitation and prediction modelling. Check it out: https://t.co/bAV0HJNENn @alisonlkitson https://t.co/wsYODIdYI2 https://t.co/fVZH6hG3CX
This is making waves globally! This study on optimising innovations within complex health systems has already captured the attention of over 3,400 viewers. Dive into pioneering evaluation strategies and join the global conversation #implementationscience https://t.co/bAV0HJNENn https://t.co/gaz0SNBA8V
We have a method to assess and dynamically adapt procedures, products and structures according to user's needs and better impact @Flinders @alisonlkitson https://t.co/bAV0HJNENn https://t.co/pg5IQjFnWu
Mar 24, 2024 · 3 likes · 1 share · 1,893 followersView post →
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marianella castillo
@mariane91417739 · X
RT @MariaAPinero: @HelenBevan And connected to our co-design evaluation methods: https://t.co/bAV0HJNENn
We co-create and evaluate such initiatives with a flexible approach and even #AI @Flinders @FlindersCFI @JBIEBHC
1. https://t.co/PTa6zFUzVp
2. https://t.co/bAV0HJNENn https://t.co/Xc178XVwpN
Feb 28, 2024 · 4 likes · 2 shares · 1,893 followersView post →
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PenelopeJ McMillan
@PenelopeJaneMcM · X
RT @MariaAPinero: For insights into the qualitative application of PROLIFERATE (https://t.co/c7HAxPccqO), check out this work/link: https:/…
For insights into the qualitative application of PROLIFERATE (https://t.co/c7HAxPccqO), check out this work/link: https://t.co/AhQdGpYWAC
Feb 4, 2024 · 2 likes · 1 share · 1,893 followersView post →
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Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
Exciting news! Our @FrontHealthServ e-book, encompassing articles on 'Going Beyond the Traditional Tools of Implementation Science' is live! Dive into innovative perspectives and approaches. @alisonlkitson @FlindersCNHS @Flinders @GillHar26 @FlindersCFI https://t.co/c7HAxPccqO
Jan 8, 2024 · 2 likes · 1,893 followersView post →
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Alison Marchbank #ProtectNurse @LivUniAHPN
@marchbank_a · X
RT @FlindersCFI: Featuring @MariaAPinero on this Consumer Engagement Summit panel. Discover valuable community partnership evaluation insig…
Thank you, @HealthTranslat1 for featuring this Consumer Engagement Summit panel and valuable community partnership evaluation insights https://t.co/ICu2I4Utsp. I invite everyone to dive into @Flinders evaluation methods: https://t.co/bAV0HJNENn #CommunityEngagement @alisonlkitson https://t.co/yi0T5jTyyt
Oct 26, 2023 · 4 likes · 1,893 followersView post →
FI
Flinders Caring Futures Institute
@FlindersCFI · X
Featuring @MariaAPinero on this Consumer Engagement Summit panel. Discover valuable community partnership evaluation insights: https://t.co/ZHVESdGM8m. Dive into @Flinders' evaluation methods with our research paper: https://t.co/r1Q3NcCkjw #CommunityEngagement @alisonlkitson https://t.co/kGs37wJPco
Oct 26, 2023 · 10 likes · 1 share · 1,104 followersView post →
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marianella castillo
@mariane91417739 · X
RT @MariaAPinero: At the Consumer Engagement Summit, we explored PROLIFERATE evaluation, measuring person-centered parameters across micro,…
RT @MariaAPinero: At the Consumer Engagement Summit, we explored PROLIFERATE evaluation, measuring person-centered parameters across micro,…
Oct 18, 2023 · 2 shares · 1,104 followersView post →
DP
Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
At the Consumer Engagement Summit, we explored PROLIFERATE evaluation, measuring person-centered parameters across micro, meso, and macro systems. Co-design, pluralism, and dialectical interactions drive this inclusive approach: @JBI_EI, @FrontHealthServ https://t.co/bAV0HJN6XP https://t.co/QAbfGm3A4h
Oct 18, 2023 · 3 likes · 2 shares · 1,893 followersView post →
Our framework PROLIFERATE reshapes how we see individual agency by studying responses to tech-enabled healthcare innovations. This work fosters collaboration among stakeholders, optimizing behavioral patterns for successful innovation adoption and scale up https://t.co/bAV0HJNENn
Aug 26, 2023 · 2 likes · 1 share · 1,893 followersView post →
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marianella castillo
@mariane91417739 · X
RT @MariaAPinero: Co-designing, measuring, and optimizing innovations and solutions within complex adaptive health systems. https://t.co/Bx…
We will present our investigation of the human components around AI implementation by utilising co-design and AI to predict and develop the best uptake, implementation or de-implementation solutions. Our approach is PROLIFERATE: https://t.co/bAV0HJN6XP https://t.co/9b9QlrPjXt
See you tomorrow again #MEDINFO23. We will present the evaluation that triggered the creation of this framework/method: https://t.co/bAV0HJN6XP
@Flinders @flinders_hdct @CRE_Frailty @CHAPproject #FHBP #DigitalTransformation #knowledgetranslation #implementationscience https://t.co/merVuWZXqU https://t.co/Ls2sY7sIAt
I will be presenting in this plenary room about PROLIFERATE! ✨️✨️ https://t.co/hjfQ6Lf8FH #MEDINFO23 @alisonlkitson
@Flinders @FlindersCFI @PenelopeJaneMcM @mecfs_aust_sa https://t.co/kJ5ht09OUt
About our interest in socio-ecological networks
https://t.co/WCIihw5Lkq https://t.co/AazDsP3kQx
May 31, 2023 · 6 likes · 1 share · 1,893 followersView post →
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Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
Indeed @HelenBevan: If we want improvement across a system, we need to hold each other accountable for our behaviours, not just our outcomes (https://t.co/9T517tqTFh blog from @DrNicolaBurgess @WarwickBSchool), which coincides with our work in the field ↘️ https://t.co/bAV0HJNENn https://t.co/uH1E0lJhE1
May 31, 2023 · 6 likes · 1 share · 1,893 followersView post →
FI
Flinders Caring Futures Institute
@FlindersCFI · X
RT @MariaAPinero: Thank you to all our readers for their interest in co-designing, measuring, and optimizing innovations and solutions with…
May 29, 2023 · 3 shares · 1,104 followersView post →
DP
Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
https://t.co/bAV0HJNENn
May 28, 2023 · 6 likes · 1,893 followersView post →
MC
marianella castillo
@mariane91417739 · X
RT @MariaAPinero: Thank you to all our readers for their interest in co-designing, measuring, and optimizing innovations and solutions with…
RT @MariaAPinero: Thank you to all our readers for their interest in co-designing, measuring, and optimizing innovations and solutions with…
May 26, 2023 · 3 shares · 621 followersView post →
DP
Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
Thank you to all our readers for their interest in co-designing, measuring, and optimizing innovations and solutions within complex adaptive health systems
https://t.co/bAV0HJNENn @alisonlkitson @FlindersCFI @FlindersUniNews #implementationscience #impact @CHAPproject https://t.co/JbkCs6rUEQ
May 26, 2023 · 7 likes · 3 shares · 1,893 followersView post →
MC
marianella castillo
@mariane91417739 · X
RT @MariaAPinero: Even when we were the last team to publish, we got the most viewed article on this research topic : "Going Beyond the Tra…
@HelenBevan @TCI_ca We are looking at something similar: traking and eventually influencing multilevel networks (based on person centred feedback).
https://t.co/4dmVnFvOTI @FrontiersIn @FrontHealthServ
May 17, 2023 · 1 like · 1,893 followersView post →
DP
Dr Maria Alejandra Pinero de Plaza, PhD
@MariaAPinero · X
Even when we were the last team to publish, we got the most viewed article on this research topic : "Going Beyond the Traditional Tools of Implementation Science."
Thank you for your visits and downloads!
May 17, 2023 · 13 likes · 2 shares · 1,893 followersView post →
MC
marianella castillo
@mariane91417739 · X
RT @MariaAPinero: One way: https://t.co/hjfQ6Lf8FH
Co-design: meaningful involvement, non-tokenistic participation of stakeholders. Their contributions must be explicitly auditable across all processes of a project; tasks and functions must confer them influential voices and decision-power. #FHBP https://t.co/bAV0HJNENn https://t.co/VuG6Xra3ub
We found a like-minded colleague today: A/Prof Carmen Huckel Schneider. She presented "Researching Integrated Care in Australia: Evolution and Future Directions" @Sydney_Uni, @SaxInstitute, @Flinders
I have shared our ideas with her:
@WHOKenya @MOH_Kenya @MinistryKe @dourahsante @Amref_Worldwide @MalariaVaccine @USAIDKenya @krcs_Marigat @UNICEFKenya @KenyaGovernors We have the same vision. Check out our latest publication about it: https://t.co/bAV0HJNENn
RT @MariaAPinero: This work has been co-created with different transdisciplinary teams, as reflected in the Author Contribution section @CH…
Mar 31, 2023 · 6 shares · 621 followersView post →
FS
Frontiers in Health Services
@FrontHealthServ · X
New Research: Co-designing, measuring, and optimizing innovations and solutions within complex adaptive health systems https://t.co/nyHmDz6kjo #HealthServices
Mar 31, 2023 · 13 likes · 5 shares · 472 followersView post →
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These presentations always relate to my ideas on implementation science https://doi.org/10.3389/frhs. 2023.1154614.
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