The evidence

What the method is built on, and what it asks of you

The recognized standard for a defensible management decision is not a single research citation. It is evidence-based management: combining scientific literature, organizational data, professional expertise, and stakeholder values. A tool that shows only published research and calls itself evidence-based is making the exact error that standard warns against. So before the citations, here is where the Studio actually handles each of the four:

SourceWhere the Studio handles it
Scientific literatureThe method itself. The five moves are built from the citation library below.
Organizational dataIntake, and Move 5's measures. The plan is built around this initiative's real numbers, not generic ones.
Professional expertiseThe user. The Studio drafts. The leader edits every piece and owns the plan.
Stakeholder valuesMove 2's stakeholder register and Move 3's readiness read exist to collect exactly this.

The honesty rule for this page: we cite the research the method is built on. We do not claim the Studio itself has been trialled. The components of the method have been studied, in the sources below, across decades. The Studio is new software built on them.

The oldest entries are here because the method is built on them and later work has confirmed rather than replaced them. Entries from 2020 onward are marked.

Library last reviewed 2026-09-23.

What is in here

37 sources, 15 of them systematic reviews, Cochrane reviews or randomized trials.

Move 1

Ground it

Change efforts fail for identifiable reasons: no felt urgency, no sponsor, no clear account of what actually changes. The research below traces those failure patterns and the specific components a change message needs before anything else starts.

  • Stouten, J., Rousseau, D.M. & De Cremer, D. (2018). “Successful Organizational Change: Integrating the Management Practice and Scholarly Literatures.” Academy of Management Annals 12(2), 752-788.

    Systematic review
    https://journals.aom.org/doi/abs/10.5465/annals.2016.0095

    Systematic integration of the practitioner models against the research evidence; distills ten evidence-supported steps.

    Studio use: The closest thing to a peer-reviewed warrant for a staged-moves method as such.

  • Bordia, P., Hobman, E., Jones, E., Gallois, C. & Callan, V.J. (2004). “Uncertainty During Organizational Change: Types, Consequences, and Management Strategies.” Journal of Business and Psychology 18(4), 507-532.

    Peer-reviewed theory
    https://link.springer.com/article/10.1023/B:JOBU.0000028449.99127.f7

    Distinguishes strategic, structural and job-related uncertainty; each needs different information from different senders.

    Studio use: Move 1 kills strategic uncertainty; Move 4's who-hears-what-from-whom matrix operationalizes the rest.

  • Kotter, J.P. (1995). “Leading Change: Why Transformation Efforts Fail.” Harvard Business Review 73(2), 59-67.

    Peer-reviewed theory
    https://hbr.org/1995/05/leading-change-why-transformation-efforts-fail-2

    The original account of why transformations stall: no felt urgency, no guiding coalition, no communicated vision, declaring victory early.

    Studio use: Move 1's insistence on a plain “why this, why now” and a named sponsor before anything else generates.

  • Armenakis, A.A., Harris, S.G. & Mossholder, K.W. (1993). “Creating Readiness for Organizational Change.” Human Relations 46(6), 681-703.

    Peer-reviewed theory
    https://journals.sagepub.com/doi/10.1177/001872679304600601

    The change message that creates readiness has identifiable components: the gap, efficacy, appropriateness, principal support, personal valence.

    Studio use: Move 1's grounding questions map onto these components; Move 4 reuses them per audience.

Move 2

Map the people

Whether a change spreads depends on the fit between the change, the people adopting it, and the context they work in, not on the merits of the change alone. Middle managers and frontline supervisors are a documented hinge point in that fit, not a formality to route information through.

  • Damschroder, L.J., Reardon, C.M., Widerquist, M.A.O. & Lowery, J. (2022). “The updated Consolidated Framework for Implementation Research based on user feedback.” Implementation Science 17:75.

    2020 or laterPeer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-022-01245-0

    The field's most-used determinants framework; names the domains where implementation succeeds or fails.

    Studio use: Intake and Move 2's impact map cover the same determinant territory in plain language.

  • Nilsen, P., Seing, I., Ericsson, C., Birken, S.A. & Schildmeijer, K. (2020). “Characteristics of successful changes in health care organizations: an interview study with physicians, registered nurses and assistant nurses.” BMC Health Services Research 20:147.

    2020 or laterPeer-reviewed study
    https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-020-4999-8

    Frontline staff judge a change successful when they see its value for patients or their own work, when they had a say, and when it was well prepared. Imposed change with no visible value fails on the floor.

    Studio use: Move 2's impact map has a what they lose and what they gain column for every group, and the case for change is written in the affected people's terms.

  • Flodgren, G., O'Brien, M.A., Rothwell, E., Toth, C. & Eccles, M.P. (2019). “Local opinion leaders: effects on professional practice and healthcare outcomes.” Cochrane Database of Systematic Reviews, CD000125.

    Cochrane review
    https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD000125.pub5/full

    Across 24 trials, local opinion leaders, alone or with other strategies, probably improve compliance with desired practice by around 10 percentage points.

    Studio use: The stakeholder register asks who others actually follow, and the plan names them before it names channels.

  • Birken, S.A., Lee, S-Y.D. & Weiner, B.J. (2012). “Uncovering Middle Managers' Role in Healthcare Innovation Implementation.” Implementation Science 7:28.

    Peer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/1748-5908-7-28

    With a 2018 systematic review confirming (https://pubmed.ncbi.nlm.nih.gov/30541596/); middle managers diffuse, synthesize, mediate and sell implementation. They are the hinge, not a relay.

    Studio use: The register treats unit managers as first-class actors with their own needs and actions.

  • Greenhalgh, T., Robert, G., Macfarlane, F., Bate, P. & Kyriakidou, O. (2004). “Diffusion of Innovations in Service Organizations: Systematic Review and Recommendations.” The Milbank Quarterly 82(4), 581-629.

    Systematic review
    https://onlinelibrary.wiley.com/doi/full/10.1111/j.0887-378X.2004.00325.x

    Landmark systematic review (~500 sources); adoption depends on the fit between the change, the adopters and the context, not on the merits of the change alone.

    Studio use: Move 2 exists because “who it lands on, and what changes for them” is the evidence-bearing question.

Move 3

Read readiness and resistance

Readiness is a property of a group, not an individual trait, and it has a will-to-change component and a can-do-it component that need reading separately. In this literature, resistance is treated as information about readiness, not as an attitude problem to talk someone out of.

  • Caci, L., Nyantakyi, E., Blum, K., Sonpar, A., Schultes, M-T., Albers, B. & Clack, L. (2025). “Organizational readiness for change: A systematic review of the healthcare literature.” Implementation Research and Practice 6.

    2020 or laterSystematic review
    https://journals.sagepub.com/doi/10.1177/26334895251334536

    Across 47 healthcare studies, readiness is mostly measured once, at the start, and rarely at team level or over time. So most plans never learn whether readiness changed.

    Studio use: Move 3's readiness read is dated and repeatable by group, so it can be read again rather than assumed once.

  • Beaulieu, L., Seneviratne, C. & Nowell, L. (2023). “Change fatigue in nursing: An integrative review.” Journal of Advanced Nursing 79(5).

    2020 or laterSystematic review
    https://onlinelibrary.wiley.com/doi/abs/10.1111/jan.15546

    Repeated, poorly sequenced change produces measurable fatigue, disengagement and intention to leave. Timing and load matter as much as content.

    Studio use: The intake asks what has been tried before and what else is landing on the same people, and the risk register carries change load as a named risk.

  • Miake-Lye, I.M., Delevan, D.M., Ganz, D.A., Mittman, B.S. & Finley, E.P. (2020). “Unpacking organizational readiness for change: an updated systematic review and content analysis of assessments.” BMC Health Services Research 20:106.

    2020 or laterSystematic review
    https://link.springer.com/article/10.1186/s12913-020-4926-z

    Catalogues the readiness measures in use and what they have in common. Most measure the will to change and the capacity to change separately.

    Studio use: The two separately scored numbers per group in the readiness tool.

  • Shea, C.M., Jacobs, S.R., Esserman, D.A., Bruce, K. & Weiner, B.J. (2014). “Organizational Readiness for Implementing Change: a psychometric assessment of a new measure (ORIC).” Implementation Science 9:7.

    Validated measure
    https://implementationscience.biomedcentral.com/articles/10.1186/1748-5908-9-7

    Validated measure operationalizing Weiner's theory.

    Studio use: The readiness scorecard's design target: a short theory-derived instrument, not an invented quiz.

  • Rafferty, A.E., Jimmieson, N.L. & Armenakis, A.A. (2013). “Change Readiness: A Multilevel Review.” Journal of Management 39(1), 110-135.

    Systematic review
    https://journals.sagepub.com/doi/abs/10.1177/0149206312457417

    Readiness has cognitive and affective components and differs across individual, group and organization levels.

    Studio use: Why Move 3 reads readiness per stakeholder group, not one score for the initiative.

  • Oreg, S., Vakola, M. & Armenakis, A. (2011). “Change Recipients' Reactions to Organizational Change: A 60-Year Review of Quantitative Studies.” Journal of Applied Behavioral Science 47(4), 461-524.

    Systematic review
    https://journals.sagepub.com/doi/abs/10.1177/0021886310396550

    ~700 quantitative studies; reactions are driven far more by how change is done than by what the change is.

    Studio use: The method spends four of five moves on the how. This is the warrant.

  • Weiner, B.J. (2009). “A Theory of Organizational Readiness for Change.” Implementation Science 4:67.

    Peer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/1748-5908-4-67

    Readiness = shared commitment × collective efficacy, and it is group-level, not an individual trait.

    Studio use: Move 3 scores commitment and capability separately, per group, and never averages them.

  • Ford, J.D. & Ford, L.W. (2009). “Decoding Resistance to Change.” Harvard Business Review 87(4).

    Peer-reviewed theory
    https://hbr.org/2009/04/decoding-resistance-to-change

    Resistance is feedback and engagement, not an attitude problem; it calls for inquiry, not suppression.

    Studio use: Move 3 treats resistance as data about readiness.

  • Coch, L. & French, J.R.P. Jr. (1948). “Overcoming Resistance to Change.” Human Relations 1(4), 512-532.

    Randomized trial
    https://journals.sagepub.com/doi/10.1177/001872674800100408

    The original field experiment: groups given participation in designing a change showed far less resistance and faster recovery of output.

    Studio use: The oldest controlled evidence behind Moves 3 and 4's participation stance.

Move 4

Prepare the people

People take on new ways of working when it is safe to ask questions and admit confusion, and when a credible leader is visibly behind the change. This is also where the field has done the most work naming specific, repeatable strategies rather than general advice.

  • Harvey, G. & Kitson, A. (2016). “PARIHS revisited: from heuristic to integrated framework (i-PARIHS).” Implementation Science 11:33.

    Peer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-016-0398-2

    Successful implementation = facilitation × (innovation, recipients, context).

    Studio use: The Studio's own role as an active guide rather than a static template mirrors the facilitation finding.

  • Aarons, G.A., Ehrhart, M.G., Farahnak, L.R. & Hurlburt, M.S. (2015). “Leadership and Organizational Change for Implementation (LOCI): a randomized mixed method pilot study.” Implementation Science 10:11.

    Randomized trial
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-014-0192-y

    Randomized evidence that developing frontline leaders' implementation leadership measurably improves implementation climate.

    Studio use: Sponsor and manager actions are generated deliverables, not a paragraph of advice.

  • Powell, B.J. et al. (2015). “A refined compilation of implementation strategies: results from the Expert Recommendations for Implementing Change (ERIC) project.” Implementation Science 10:21.

    Peer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-015-0209-1

    The field's consensus menu of 73 discrete implementation strategies.

    Studio use: Generation draws its action vocabulary from a published compilation of implementation strategies rather than inventing actions.

  • Waltz, T.J. et al. (2015). “Use of concept mapping to characterize relationships among implementation strategies and assess their feasibility and importance: results from the Expert Recommendations for Implementing Change (ERIC) study.” Implementation Science 10:109.

    Peer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-015-0295-0

    Sorts the ERIC compilation's 73 strategies into nine clusters, and rates each for feasibility and importance.

    Studio use: Move 4's weekly actions are drawn from strategy families with an evidence base, and spread across several of them rather than clustering on training.

  • Edmondson, A. (1999). “Psychological Safety and Learning Behavior in Work Teams.” Administrative Science Quarterly 44(2), 350-383.

    Peer-reviewed theory
    https://journals.sagepub.com/doi/10.2307/2666999

    Teams learn new ways of working only where it is safe to ask, admit confusion and flag problems.

    Studio use: Move 4's support model puts “who is standing beside them while they learn” on par with training content.

Move 5

Hold the gains

Change commonly reverts within a period of months because nobody built a way to notice it slipping. Sustainment has to be planned from the start, alongside the initiative itself, and measured as its own kind of outcome, separate from whether the underlying change "worked."

  • Ivers, N. et al. (2025 update; original 2012). “Audit and feedback: effects on professional practice.” Cochrane Database of Systematic Reviews.

    2020 or laterCochrane review
    https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD000259.pub4/full

    Cochrane evidence across hundreds of trials: showing clinicians their own practice data produces small-to-moderate but reliable improvement, larger when repeated, specific, and paired with a clear alternative.

    Studio use: Move 5 builds a measurement-and-feedback loop, not a go-live date.

  • Zurynski, Y. et al. (2023). “Built to last? Barriers and facilitators of healthcare program sustainability: a systematic integrative review.” Implementation Science 18:62.

    2020 or laterSystematic review
    https://link.springer.com/article/10.1186/s13012-023-01315-x

    Whether a program lasts is decided by ongoing leadership attention, resourcing, how staff turnover is handled and fit with routine work, not by the launch.

    Studio use: The reinforcement plan and the 30/60/90 review exist because the plan does not end at go-live.

  • Lennox, L., Maher, L. & Reed, J. (2018). “Navigating the sustainability landscape: a systematic review of sustainability approaches in healthcare.” Implementation Science 13:27.

    Systematic review
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-017-0707-4

    62 sustainability approaches reviewed; sustainment must be planned from the start.

    Studio use: Move 5 is a first-class move generated with the plan, not appended after go-live.

  • Proctor, E. et al. (2011). “Outcomes for Implementation Research: Conceptual Distinctions, Measurement Challenges, and Research Agenda.” Administration and Policy in Mental Health 38(2), 65-76.

    Peer-reviewed theory
    https://link.springer.com/article/10.1007/s10488-010-0319-7

    Defines the eight implementation outcomes, distinct from clinical outcomes.

    Studio use: Move 5's measures separate “is it being used as intended” from “is it working.”

  • NHS Institute for Innovation and Improvement (2010). “Sustainability Model and Guide.” NHS Institute for Innovation and Improvement.

    Public guidance
    https://www.england.nhs.uk/improvement-hub/wp-content/uploads/sites/44/2017/11/NHS-Sustainability-Model-2010.pdf

    Public-sector guidance scoring sustainability risk across process, staff and organization factors before go-live.

    Studio use: The shape of Move 5's slippage check.

  • May, C. & Finch, T. (2009). “Implementing, Embedding, and Integrating Practices: An Outline of Normalization Process Theory.” Sociology 43(3), 535-554.

    Peer-reviewed theory
    https://journals.sagepub.com/doi/10.1177/0038038509103208

    How new practices become normal work: people must make sense of it, commit, do the work, appraise it.

    Studio use: “The old way comes back within a quarter” is a normalization failure; Move 5 targets the appraisal loop.

  • Glasgow, R.E., Vogt, T.M. & Boles, S.M. (1999). “Evaluating the Public Health Impact of Health Promotion Interventions: The RE-AIM Framework.” American Journal of Public Health 89(9), 1322-1327.

    Peer-reviewed theory
    https://pmc.ncbi.nlm.nih.gov/articles/PMC1508772/

    Reach, Effectiveness, Adoption, Implementation, Maintenance.

    Studio use: Move 5's success definition covers maintenance, not launch.

Cross-cutting

Foundations

Evidence-based management is the standard this page follows: a defensible decision draws on all four sources above, not on published research alone. This section also covers why a staged method at all, and one figure worth naming directly. The claim that most change initiatives fail is repeated often and has no real empirical basis, which is why this product does not quote it anywhere, on this page or elsewhere.

  • Barends, E., Rousseau, D.M. & Briner, R.B. (2014). “Evidence-Based Management: The Basic Principles.” Center for Evidence-Based Management, Amsterdam.

    Public guidance
    https://gender.cgiar.org/publications/evidence-based-management-basic-principles

    The source for this page's four-sources framing. Defines evidence-based management as the conscientious combination of scientific literature, organizational data, professional expertise, and stakeholder values.

    Studio use: The whole shape of this page, and the honest account of which sources the product supplies versus which the leader supplies.

  • Rynes, S.L. & Bartunek, J.M. (2017). “Evidence-Based Management: Foundations, Development, Controversies and Future.” Annual Review of Organizational Psychology and Organizational Behavior 4, 235-261.

    Systematic review
    https://www.annualreviews.org/content/journals/10.1146/annurev-orgpsych-032516-113306

    Peer-reviewed review of the field, including honest treatment of its criticisms and limits.

    Studio use: Cited alongside the entry above so the page presents evidence-based management as a live debate, not a slogan.

  • Hughes, M. (2011). “Do 70 Per Cent of All Organizational Change Initiatives Really Fail?.” Journal of Change Management 11(4), 451-464.

    Peer-reviewed theory
    https://www.tandfonline.com/doi/full/10.1080/14697017.2011.630506

    Traces the famous statistic and finds no empirical basis for it.

    Studio use: The Studio does not quote the 70% figure anywhere, and this page says why. A product claiming to be evidence-based must not open with a myth. Standing copy rule for all marketing.

  • Nilsen, P. (2015). “Making Sense of Implementation Theories, Models and Frameworks.” Implementation Science 10:53.

    Peer-reviewed theory
    https://implementationscience.biomedcentral.com/articles/10.1186/s13012-015-0242-0

    Orients the crowded framework landscape: process models, determinant frameworks and evaluation frameworks do different jobs.

    Studio use: The five moves are a process model with determinants and evaluation built in. This is the map for a reader who wants to go deeper.

  • Skivington, K. et al. (2021). “A new framework for developing and evaluating complex interventions: update of Medical Research Council guidance.” BMJ 374:n2061.

    2020 or laterPublic guidance
    https://www.bmj.com/content/374/bmj.n2061

    Public guidance: organizational changes are complex interventions where context, stakeholders and program theory determine outcomes.

    Studio use: The warrant for treating a unit-level change as something planned and evaluated, not announced.

  • Harrison, R., Fischer, S., Walpola, R.L., Chauhan, A., Babalola, T., Mears, S. & Le-Dao, H. (2021). “Where do models for change management, improvement and implementation meet? A systematic review of the applications of change management models in healthcare.” Journal of Healthcare Leadership 13, 85-108.

    2020 or laterSystematic review
    https://www.tandfonline.com/doi/full/10.2147/JHL.S289176

    Change management, improvement and implementation models are applied piecemeal in healthcare and rarely evaluated. What they share is staged preparation, engagement and reinforcement.

    Studio use: The five moves are that shared core, without adopting any one named model.

  • Errida, A. & Lotfi, B. (2021). “The determinants of organizational change management success: Literature review and case study.” International Journal of Engineering Business Management 13.

    2020 or laterPeer-reviewed study
    https://journals.sagepub.com/doi/10.1177/18479790211016273

    Twelve determinants of change success recur across the literature, led by leadership commitment, communication, employee involvement and readiness.

    Studio use: The scorecard's ten questions and the five moves cover the same determinants in plain language.