Synopsis of Social media discussions
The collective commentary reflects strong support for the article as a valuable resource, with examples like references to Nilsen's paper and mentions of how frameworks aid in understanding complex healthcare implementation. The tone is professional and collaborative, emphasizing practical applications and scholarly contributions, which underscores the perceived importance and impact of these discussions.
Agreement
Moderate agreementMost discussions express support and appreciation for the importance of understanding implementation theories and frameworks, highlighting their usefulness and relevance.
Interest
High level of interestThere is a high level of curiosity and engagement with the topic, with many posts sharing resources, citing key papers, and discussing practical applications.
Engagement
Moderate level of engagementPosts show moderate to deep engagement through references to specific models, articles, and calls to action, indicating thoughtful interaction rather than superficial mention.
Impact
Moderate level of impactThe discussions suggest that the article and related frameworks significantly influence practice, research, and professional development in implementation science.
Social Mentions
YouTube
2 Videos
Bluesky
3 Posts
74 Posts
Blogs
4 Articles
News
2 Articles
Metrics
Video Views
857
Total Likes
158
Extended Reach
170,238
Social Features
85
Timeline: Posts about article
Top Social Media Posts
Posts referencing the article
Implementing Evidence-Based Healthcare in Complex Settings Principles and Models
Executive Director of JBI Prof Zoe Jordan and AProf Craig Lockwood discuss principles for implementing evidence in complex healthcare settings, focusing on the JBI Model of Evidence-Based Healthcare, culture, communication, capacity, and collaboration.
Identifying Barriers to Improving Clinical Practice in Implementation Science
This video explores approaches to identifying and overcoming barriers to improving clinical practice, emphasizing the importance of theories, models, and frameworks in implementation science to understand why improvements succeed or fail.
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September 30, 2025
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JBI
@JBIEBHC (Twitter)Executive Director of JBI, Prof @zoejordan15 and A/Prof @CraigSL01 co-present on overarching principles for implementation in complex healthcare settings. Watch the full JBI LIVE webinar at https://t.co/aEzEKdHR6c. #JBIEBHC #EBHC #ThinkFAME #JBIMethodology https://t.co/LVph8pbp4g
view full postMarch 25, 2025
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Penaaz Shaikh
@drapeastory (Twitter)RT @JBIEBHC: Executive Director of JBI, Prof @zoejordan15 and A/Prof @CraigSL01 co-present on overarching principles for implementation in…
view full postFebruary 13, 2025
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JBI
@JBIEBHC (Twitter)Executive Director of JBI, Prof @zoejordan15 and A/Prof @CraigSL01 co-present on overarching principles for implementation in complex healthcare settings. Watch the full JBI LIVE webinar at https://t.co/NRZf2hv5Tr. #JBIEBHC #EBHC #ThinkFAME https://t.co/fs5zFAYEsC
view full postFebruary 12, 2025
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Sean Snyder, DPA, MSW, LCSW
@seansnyderlcsw.bsky.social (Bluesky)Great primer on how the #impsci field organizes its thinking: Making sense of implementation theories, models and frameworks implementationscience.biomedcentral.com/articles/10.... #academicsky #psychology #health #cbtworks
view full postNovember 19, 2024
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Michael Sykes
@msykes.bsky.social (Bluesky)Making sense of implementation theories, models and frameworks #ImpSci implementationscience.biomedcentral.com/articles/10....
view full postOctober 30, 2024
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Nursing Research Institute
@NRI_research (Twitter)RT @TCI_ca: Someone just shared us what some of our go-to #ImpSci papers
view full postOctober 22, 2023
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Rebecca Armstrong
@_rebecca76_ (Twitter)RT @TCI_ca: Someone just shared us what some of our go-to #ImpSci papers
view full postOctober 22, 2023
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Hazel Roddam, FRCSLT
@HazelRoddam1 (Twitter)RT @TCI_ca: Someone just shared us what some of our go-to #ImpSci papers
view full postOctober 22, 2023
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The Center for Implementation
@TCI_ca (Twitter)Someone just shared us what some of our go-to #ImpSci papers
view full postOctober 22, 2023
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Dr David Armstrong
@DrDArmstrong (Twitter)@lynsey_bilsland Consider implementation - practice abandonment and poor implementation in setting could have prevented the intended benefits from happening - see Nilsen (2015) https://t.co/MkWncSgJr5
view full postSeptember 27, 2023
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Cameron Brodie
@CameronBro86170 (Twitter)@JustMisogyny There are 'manuals' on how to make this all go away. Making sense of implementation theories, models and frameworks https://t.co/ypXAH3Py17
view full postSeptember 7, 2023
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Cameron Brodie
@CameronBro86170 (Twitter)@zaelefty He is a good example of the genderwang industry. Making sense of implementation theories, models and frameworks https://t.co/ypXAH3Py17
view full postSeptember 6, 2023
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Cameron Brodie
@CameronBro86170 (Twitter)@bjportraits Queer theory was never intended as a practical framework for living. Though some are obviously trying to make a career out of misrepresenting it as such. Making sense of implementation theories, models and frameworks https://t.co/ypXAH3Py17
view full postSeptember 6, 2023
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JBI
@JBIEBHC (Twitter)Watch #JBILIVE webinar where @zoejordan15 & @CraigSL01 present overarching principles for implementation in complex healthcare settings through discussion & a series of micro interviews with international experts in evidence implementation. https://t.co/yqUohsyoge #JBIEBHC https://t.co/gzmsvwH6C6
view full postSeptember 1, 2023
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JBI
@JBIEBHC (Twitter)Watch #JBILIVE webinar where @zoejordan15 & @CraigSL01 present overarching principles for implementation in complex healthcare settings through discussion & a series of micro interviews with international experts in evidence implementation. https://t.co/yqUohsyoge #JBIEBHC https://t.co/82d9fBYi5X
view full postAugust 28, 2023
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EBE Japan
@m072132 (Twitter)RT @at_ayeaye: Making sense of implementation theories, models and frameworksを再読中.実装科学(とその周辺領域)で使われる理論/モデル/フレームワークを5カテゴリに分類し、さらに3つの目的にタイプ分け…
view full postJuly 9, 2023
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at_ayeaye
@at_ayeaye (Twitter)Making sense of implementation theories, models and frameworksを再読中.実装科学(とその周辺領域)で使われる理論/モデル/フレームワークを5カテゴリに分類し、さらに3つの目的にタイプ分けしたものを提示. Implement Sci, 2015より https://t.co/KC7Os2GmcL #EBM #EBI #EBP #ImplementaionScience
view full postJuly 9, 2023
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Matthew McDonald
@mdmcdonald89 (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postJuly 6, 2023
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Andrew Booth
@AndrewB007h (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postJuly 6, 2023
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Kim Szeto
@szeto_kim (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postJuly 5, 2023
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Jana
@janadeborahmd (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postJuly 5, 2023
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Nadia Adjoa Sam, MD, CTropMed
@NASAdoc (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postJuly 5, 2023
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Dr Katie Buckley
@drkatiebuckley (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postJuly 5, 2023
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The Center for Implementation
@TCI_ca (Twitter)Are you looking for papers about #ImpSci frameworks? Here are some go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV 2️⃣ https://t.co/T8TRc25zL0 3️⃣ https://t.co/7idF0wSxyw
view full postJuly 5, 2023
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Boltena Minyahil
@BMinyahil (Twitter)RT @TCI_ca: Are you looking for papers about #ImpSci frameworks? Here are the go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV…
view full postApril 6, 2023
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The Center for Implementation
@TCI_ca (Twitter)Are you looking for papers about #ImpSci frameworks? Here are the go-to papers that we refer to: 1️⃣ https://t.co/Tiod71cODV 2️⃣ https://t.co/T8TRc25zL0 3️⃣ https://t.co/7idF0wSxyw
view full postApril 6, 2023
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Chelsea Coumoundouros
@ChelseaCoum (Twitter)First - there are SO many theories and frameworks! How can we make sense of them all?
view full postApril 6, 2023
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Alison Hamilton
@Alisonh3 (Twitter)@RussGlasgow @Rsbeidas And: https://t.co/ZFUc2vrApO
view full postJanuary 31, 2023
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D.Y
@dal0028751 (Twitter)https://t.co/Evk2TSYOa8
view full postDecember 19, 2022
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Dr Julie Brown (Duncan Millar) PhD
@jduncanmillar (Twitter)Dr Kathryn Jarvis got us thinking about the need for selecting an implementation framework to help implement a complex intervention into practice. I go back to this paper when thinking about implementation frameworks:
view full postNovember 30, 2022
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Rinad Beidas, PhD
@Rsbeidas (Twitter)Frameworks: https://t.co/6uz1VOrDd7, https://t.co/AJ3n9wO8HX, https://t.co/nGlq5hQccN, https://t.co/G7JFAmoB4H
view full postJuly 18, 2022
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Health Services Research UK
@HSRN_UK (Twitter)RT @wolstenholme_d: #HSRUK22 @HSRN_UK In implementation session doing favorite theories and frameworks, had to cite Per Nielsen https://t.c…
view full postJuly 7, 2022
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daniel wolstenholme
@wolstenholme_d (Twitter)#HSRUK22 @HSRN_UK In implementation session doing favorite theories and frameworks, had to cite Per Nielsen https://t.co/hyd8kx5rRE
view full postJuly 7, 2022
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Dr David Preston
@davidp_ep (Twitter)@EtPsychology If you're interested in utilising implementation frameworks to support the project (which I'd definitely recommend), Nilsen (2015) "Making sense of implementation theories, models and frameworks" is very helpful in guiding you to decide what you want/need from such a framework.
view full postApril 24, 2022
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ECLIPSE Subgroup
@ECLIPSE_PALISI (Twitter)Overview of implementation theories, models, and frameworks by Nilsen. A great overall primer! https://t.co/etIShBneGY
view full postMarch 29, 2022
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Jen RM
@oxytocinmagic (Twitter)@BrynKemp @LouiseD44986590 @birthrightsorg @NHSuk Many more implementation evaluations we could be utilising to understand systems thinking, instead of RCA, it’s archaic. Missing a massive trick in the mat system. If you’re interested have a look at this link below ⬇️ https://t.co/ArAEhYdN1A
view full postFebruary 21, 2022
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Prof Kylie Hesketh
@KylieHesketh (Twitter)@ASPActivity @Harriet_Koorts @LouiseCzosnek @samuelcassar This is one I started out with: https://t.co/0DI5kBQeb1
view full postOctober 8, 2021
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Laurent MARC
@laurentmarc45 (Twitter)RT @thinkin_mkdeabh: Mais ici, on peut lire la différence entre ce qu'est un cadre et un modèle (bon ici c'est dans le cadre de l'implément…
view full postAugust 19, 2021
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@thinkin_mkdeabh (Twitter)Mais ici, on peut lire la différence entre ce qu'est un cadre et un modèle (bon ici c'est dans le cadre de l'implémentation) https://t.co/4SSPndzoR0 C'est justement une critique qui a été émis sur le modèle BPS, que c'est souvent décrit comme un cadre plutôt que comme un modèle
view full postAugust 19, 2021
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Melinda Davis, PhD
@drmelindadavis (Twitter)@BlondeScientist @AprilYOh @DrAriKorn @PrajaktaAdsul @DrRachelShelton @StephWheelerUNC @shobarama The #participatoryimpsci article led by @shobarama made me her fan for life. I also love this article by @pernilsen. I know frameworks are fun for @birkensarah , but this helped me shift my thinking from messy web/necessary hassle to value add. https://t.co/y2vGQlDVzi
view full postJuly 8, 2021
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お薬屋
@CareerPharm (Twitter)RT @RADISH_2018: ・初期の実装研究は経験的な方法で実施され、「とても高くつく試行錯誤」。 ・その後、実装成功への理論の重要性が認識され、非常に多くの理論、モデル、フレームワーク(TMF)が使われている。 ・しかし、それが混乱を生んでいる。 →TMF選択に役立つ…
view full postJune 28, 2021
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RADISH 保健医療福祉における普及と実装科学研究会
@RADISH_2018 (Twitter)・初期の実装研究は経験的な方法で実施され、「とても高くつく試行錯誤」。 ・その後、実装成功への理論の重要性が認識され、非常に多くの理論、モデル、フレームワーク(TMF)が使われている。 ・しかし、それが混乱を生んでいる。 →TMF選択に役立つ分類を提示。 https://t.co/GOIZb8LeIS
view full postJune 25, 2021
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Annette Boaz
@AnnetteBoaz (Twitter)RT @999_Caitlin: That moment in #ImpSciM21 when Prof Per Nilsen casually refers to his seminal paper on #implementation #theories, #models…
view full postJune 24, 2021
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Nick Sevdalis
@NickSevdalis (Twitter)RT @999_Caitlin: That moment in #ImpSciM21 when Prof Per Nilsen casually refers to his seminal paper on #implementation #theories, #models…
view full postJune 24, 2021
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Caitlin Wilson
@999_Caitlin (Twitter)That moment in #ImpSciM21 when Prof Per Nilsen casually refers to his seminal paper on #implementation #theories, #models & #frameworks as having been read a few times... 221k article accesses & 1049 citations. Just a few. https://t.co/TWnzHM5SKv
view full postJune 24, 2021
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Anthony Coetzer-Liversage
@AnnoCL (Twitter)RT @GBarnesMD: @SJanosick @ImplementSci @ImpScience Spend some time figuring out various frameworks. There are process frameworks, determin…
view full postJune 22, 2021
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Audrey Bowen
@audreybowenprof (Twitter)RT @ImpetusStroke: here's a great paper about implementation theories, models and frameworks: https://t.co/edDgg40Lnj
view full postJune 16, 2021
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IMPETUSstroke
@ImpetusStroke (Twitter)here's a great paper about implementation theories, models and frameworks: https://t.co/edDgg40Lnj
view full postJune 16, 2021
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Wilfred T. Gurupira
@wilfguru (Twitter)RT @TCI_ca: 1⃣https://t.co/osdnBSBGUQ 2⃣https://t.co/3gMcAhbRlN 3⃣https://t.co/dSYjg0Lvj1 4⃣https://t.co/Tiod71tRFV
view full postMarch 29, 2021
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The Center for Implementation
@TCI_ca (Twitter)1⃣https://t.co/osdnBSBGUQ 2⃣https://t.co/3gMcAhbRlN 3⃣https://t.co/dSYjg0Lvj1 4⃣https://t.co/Tiod71tRFV
view full postMarch 29, 2021
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Dr Paula Bradley
@drptbradley (Twitter)@drpoco I liked this one https://t.co/IRn1IVou8O
view full postOctober 22, 2020
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Ilyas A
@IlyasAzzioui (Twitter)https://t.co/WurIWFojwU
view full postAugust 10, 2020
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Caislin Firth
@CaislinF (Twitter)@EpiEllie I’m using imp sci frameworks for language to talk about context in non-clinical interventions. Nilsen’s making sense of imp sci models super helpful (https://t.co/dbZWfoDUtN). And @SWS_FASTLab adaptations for evidence-based interventions (https://t.co/GLP24RzoZb)
view full postJuly 10, 2020
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Nicolette Warren
@lette1922 (Twitter)RT @SOPHEtweets: #VirtualSOPHE2020 Implementation Science Resources: - https://t.co/EWwxm64RtR - https://t.co/39wpH5NdvF - https://t.co/oWb…
view full postMarch 25, 2020
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Dr. Aditi Bussells
@aditisrivastav (Twitter)RT @SOPHEtweets: #VirtualSOPHE2020 Implementation Science Resources: - https://t.co/EWwxm64RtR - https://t.co/39wpH5NdvF - https://t.co/oWb…
view full postMarch 19, 2020
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PublicHealthMaps
@PublicHealthMap (Twitter)RT @SOPHEtweets: #VirtualSOPHE2020 Implementation Science Resources: - https://t.co/EWwxm64RtR - https://t.co/39wpH5NdvF - https://t.co/oWb…
view full postMarch 19, 2020
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Geoff Barnes
@GBarnesMD (Twitter)@SJanosick @ImplementSci @ImpScience Spend some time figuring out various frameworks. There are process frameworks, determinants frameworks, and evaluation frameworks. See here for more details: https://t.co/l14KFItSEp @ImplementSci
view full postFebruary 11, 2020
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Alison Stuebe
@astuebe (Twitter)Best intro to implementation science frameworks, theories and models: https://t.co/8gPxFxYiv2 #SMFM20 https://t.co/VvbjC2su21
view full postFebruary 4, 2020
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Dr Alana Delaforce PhD, RN
@alanadelaforce (Twitter)@NrsgResearch @reepRN There is an entire journal dedicated to it if you are interested @ImplementSci A primer paper is Per Nilsen "Making sense of implementation theories, models and frameworks". https://t.co/A4BEv5ktz5
view full postJanuary 16, 2020
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Heme PT
@lmvolland (Twitter)This article by Nilsen is a fantastic resource for theories, models, and frameworks utilized in implementation science. https://t.co/S4u5qtjeYW. #implementation #discience #translation
view full postJanuary 5, 2020
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Taren Massey-Swindle, PhD
@taren_swindle (Twitter)@TELLlab @tiffanyphogan @PamelaSnow2 @NathanielRSwain @botting_nikki @Suze_Freogirl @SusanEbbels @lfinestack @hstorkel @mcgregor_karla @larchiba6 @ASHAWeb @Nat_Douglas @AcademyHealth @MarkSBauerMD Next - 2 pieces on theories, models, and frameworks in #impsci - https://t.co/UKsGZdttqo https://t.co/wNCfQsVywh
view full postDecember 8, 2019
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Lisa Archibald
@larchiba6 (Twitter)How to choose process and action models in Implementation Science. A guiding paper: https://t.co/epASa8wW8g
view full postNovember 15, 2019
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camescoffery
@camescoffery (Twitter)Friday #impsci Resource: D&I Theories 2 of my favorite readings on types of D&I theories and practice's use of theory Making sense of implementation theories https://t.co/IgXTQEsQCg Criteria for selecting implementation science theories https://t.co/EjEWJw7Ax4
view full postOctober 4, 2019
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Kate Bridgman, PhD
@bridgman_k (Twitter)And now I’m at the airport reading about #implentationscience to understand the #ebp and #researchtranslation issues I’ve been workshopping for 5 years. Who knew it was a thing
view full postJuly 5, 2019
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Dr Elizabeth Annabel O'Donnell PhD CPsychol
@AnnabelDonnell (Twitter)Making sense of implementation theories, models and frameworks https://t.co/7dSXkFQmYn #impsci
view full postJanuary 26, 2019
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Marianne Piano
@MPOrthoptics (Twitter)RT @ChrisK_UofM: Great to hear from @AnneSales4 at #impscimcr currently outlining the challenges of implementation science research. Highli…
view full postJanuary 24, 2019
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Dr Clarissa Giebel
@ClarissaGiebel (Twitter)RT @ChrisK_UofM: Great to hear from @AnneSales4 at #impscimcr currently outlining the challenges of implementation science research. Highli…
view full postJanuary 24, 2019
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JSwaine
@jillian_swaine (Twitter)RT @ChrisK_UofM: Great to hear from @AnneSales4 at #impscimcr currently outlining the challenges of implementation science research. Highli…
view full postJanuary 24, 2019
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Ryc Aquino
@rycaquino (Twitter)RT @ChrisK_UofM: Great to hear from @AnneSales4 at #impscimcr currently outlining the challenges of implementation science research. Highli…
view full postJanuary 24, 2019
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Jeremy Grimshaw
@GrimshawJeremy (Twitter)RT @ChrisK_UofM: Great to hear from @AnneSales4 at #impscimcr currently outlining the challenges of implementation science research. Highli…
view full postJanuary 24, 2019
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Chris Keyworth
@DrChrisKeyworth (Twitter)Great to hear from @AnneSales4 at #impscimcr currently outlining the challenges of implementation science research. Highlighting important overview paper of theoretical approaches to imp sci https://t.co/RkLj7TOlZp #impsci
view full postJanuary 24, 2019
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Luxy Neuropsychologist
@k_luxy (Twitter)Making sense of implementation theories, models and frameworks https://t.co/gvRMQYjtjQ #EuropePMC
view full postJanuary 19, 2019
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Danielle Hitch
@DanielleHitch (Twitter)RT @PISCE_LDI: FYI Friday from @PISCE_LDI. Oldie but goodie from @ImplementSci. Ever feel overwhelmed by the sheer volume of frameworks in…
view full postJanuary 19, 2019
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Sarah Birken
@birkensarah (Twitter)RT @PISCE_LDI: FYI Friday from @PISCE_LDI. Oldie but goodie from @ImplementSci. Ever feel overwhelmed by the sheer volume of frameworks in…
view full postJanuary 18, 2019
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Kieran Walsh
@KieranWalshMPSI (Twitter)RT @PISCE_LDI: FYI Friday from @PISCE_LDI. Oldie but goodie from @ImplementSci. Ever feel overwhelmed by the sheer volume of frameworks in…
view full postJanuary 18, 2019
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Penn Imp Sci Center @ LDI
@PISCE_LDI (Twitter)FYI Friday from @PISCE_LDI. Oldie but goodie from @ImplementSci. Ever feel overwhelmed by the sheer volume of frameworks in #impsci? This article breaks them down into three categories (process, explanatory, evaluative) which feels more manageable! https://t.co/OVQPos5rLZ
view full postJanuary 18, 2019
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Abstract Synopsis
- Implementation science has evolved to increasingly use theories, models, and frameworks to better understand why implementation succeeds or fails.
- The article proposes a taxonomy with five categories of approaches, aimed at describing, guiding, understanding, and evaluating implementation processes, and emphasizes their importance for research and practice.
- While these approaches often overlap, understanding their differences is key for selecting appropriate tools; many frameworks provide limited practical guidance and lack a clear process perspective to address barriers and enablers over time.

ImpSci @ UW
@impsciuw.bsky.social (Bluesky)