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694. http://europepmc.org/abstract/MED/10987780 . [ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ] 6. Milstein B, Wetterhall S. A Framework Featuring Steps and Standards for Program Evaluation. Health Promotion Practice. 2016 Jun 30;1(3):221–228. doi: 10.1177/152483990000100304. https://journals.sagepub.com/d... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.527 | 0.67 | [] | 433 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.157704 | [
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ts suitable for a process and outcome evaluation. Flying Start [ 20 ] is part of Luton Borough Council, which is a part of the UK local government. It is a unitary local authority; as such, it provides all local services including health and social care, education, and learning. Flying Start aims to improve social, emo... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.354 | 0.844 | ["education", "governance", "family"] | 411 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.158647 | [
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JMIR Res Protoc . 2019 Mar 5;8(3):e10075. doi: 10.2196/10075 Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework Rosemary Davidson Rosemary Davidson , PhD 1 Institute for Health Research, University of Bedfordshire, Luton, United Kingdom Fin... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.55 | 0.846 | ["interview", "education"] | 511 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.158810 | [
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United Kingdom Find articles by Gurch Randhawa 1 , Stephanie Cash Stephanie Cash , MA 2 Flying Start, Luton, United Kingdom Find articles by Stephanie Cash 2 Editor: Gunther Eysenbach Reviewed by: Beenish Chaudhry , Elske Ammenwerth , Les Becker , Hammad Durrani Author information Article notes Copyright and License in... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.473 | 0.698 | ["philosophy", "interview", "education"] | 511 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.158944 | [
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nding Author: Rosemary Davidson rosemary.davidson@beds.ac.uk ✉ Corresponding author. Received 2018 Feb 8; Revision requested 2018 Mar 31; Revised 2018 May 24; Accepted 2018 Nov 10; Collection date 2019 Mar. ©Rosemary Davidson, Gurch Randhawa, Stephanie Cash. Originally published in JMIR Research Protocols (http://www.r... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.487 | 0.674 | ["innovation", "strategy"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.159037 | [
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tps://creativecommons.org/licenses/by/4.0/ ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on http://www.researchprotocol... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.374 | 0.68 | ["philosophy", "innovation"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.159307 | [
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kground There is extensive literature on the methodology of evaluation research and the development and evaluation of complex interventions but little guidance on the formative stages before evaluation and how to work with partner organizations that wish to have their provision evaluated. It is important to be able to ... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.39 | 0.702 | ["strategy", "philosophy"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.159449 | [
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in partnership with external organizations, in order to set up an evaluation. However, research evaluating programs or interventions rarely discusses these stages. Objective This study aimed to extend work on evaluability assessment and pre-evaluation planning by proposing an 8-Step Scoping Framework to enable the appr... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.455 | 0.846 | ["strategy", "education"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.159582 | [
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sment and more recent evaluation guidance by describing the processes involved in working with partner organizations. Methods This paper documents the steps required to identify multiple complex interventions suitable for process and outcome evaluation. The steps were developed using an iterative approach by working al... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.552 | 0.826 | ["governance", "family"] | 459 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.159679 | [
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which interventions improve children’s outcomes. The process of identifying suitable programs for evaluation, thereby establishing the pre-evaluation steps, was tested using all Flying Start provision. Results The 8-Step Scoping Framework was described using the example of the local government organization Flying Start... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.377 | 0.84 | ["strategy", "governance", "family", "philosophy"] | 511 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.162570 | [
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stions that encompass all programs offered by an organization, (2) gaining an in-depth understanding of the work and provision of an organization and engaging staff, (3) completing a data template per project/program offered, (4) assessing the robustness/validity of data across all programs, (5) deciding on projects su... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.527 | 0.694 | ["strategy"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.163632 | [
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, (7) developing individual project evaluation protocols, and (8) applying for ethical approval from the university and partner organization. Conclusions This paper describes the processes involved in identifying suitable projects for evaluation. It adds to the existing literature on the assessment of specific programs... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.331 | 0.834 | ["strategy", "ethics", "education", "philosophy"] | 486 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.163946 | [
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tify suitable programs from a range of provision. This scoping framework particularly relates to academic partners and organizations tasked with delivering evidence-based services designed to meet local needs. The steps identified have been described in the context of early years provision but can be applied to a range... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.518 | 0.844 | ["strategy"] | 499 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164114 | [
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entify projects suitable for academic evaluation. Keywords: complex interventions, early years, evaluation, multistakeholder provision Introduction There is extensive literature on evaluation research methodology and development and evaluation of complex interventions, from identifying existing evidence to measuring ou... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.364 | 0.834 | ["strategy", "philosophy"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164228 | [
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ams for evaluation and the ways to work with partner organizations that wish to have their provision evaluated in order to build an evidence base related to their particular local, geographical or cultural context beyond basic advice [ 8 - 10 ]. A possible disadvantage of conducting a robust evaluation is the risk of f... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.385 | 0.834 | ["strategy", "decision_making"] | 423 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164349 | [
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uencing future funding decisions and reputations. Research on program evaluation rarely discusses the steps involved prior to evaluation in order to identify suitable projects, often with academic institutions working in partnership with external organizations to set up an evaluation. Guidance assumes that projects hav... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.369 | 0.81 | ["decision_making"] | 411 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164477 | [
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led instructions to plan and conduct evaluations. For example, Newcomer et al assumed that the projects to be evaluated were already chosen, and evaluators and organization staff had planned their evaluation approach [ 11 ]. They described the fundamental considerations that evaluators and organizations should address ... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.381 | 0.84 | ["communication"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164589 | [
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propriate evaluation design, or identifying ways to apply an evaluation framework in a particular disciplinary context [ 12 ]. Pre-evaluation activities are mostly discussed in the literature on evaluability assessment, which was first conceptualized in the late 70s [ 13 ] after the costly, large-scale evaluations of m... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.522 | 0.85 | [] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164663 | [
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sults, were thought to be the result of inadequate program definition and lack of development and specification of causal links between intervention actions and expected results. In response, a “pre-assessment of evaluability” was developed to improve evaluation methodology, not by assessing whether a program can be ev... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.535 | 0.698 | ["management", "philosophy"] | 511 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164774 | [
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sults-oriented management, and whether evaluation is likely to contribute to improved program performance” [ 14 ]. Evaluability assessment has been revived in recent years, because the demand for evidence-based practice of has increased [ 15 ]. Evaluability assessment is a systematic method to plan robust evaluations a... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.419 | 0.854 | ["management", "decision_making", "philosophy"] | 512 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164850 | [
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sions on evaluation methodology before funds are committed. The approach is viewed as a way to balance the growing demand for evidence through evaluation when limited resources are available [ 15 ]. A recent rapid scoping review showed the range of interventions that have been assessed by evaluability assessment method... | https://pmc.ncbi.nlm.nih.gov/articles/PMC6423464/ | Identification of Complex Health Interventions Suitable for Evaluation: Development and Validation of the 8-Step Scoping Framework - PMC | pmc.ncbi.nlm.nih.gov | public_domain | false | 0.355 | 0.862 | ["crisis"] | 509 | Kotter Change Leadership Framework | topic | 2026-04-15T16:58:05.164925 | [
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End of preview. Expand in Data Studio
Kotter Change Leadership Framework — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content textsource_url: Original source URLsource_title: Title of the source documentsource_domain: Domain of the sourcelicense_type: License classification (e.g.public_domain,cc_by,cc_by_sa)attribution_required: Boolean — True for CC BY / CC BY-SA and other attribution-required licensesattribution_text: Formatted Creative Commons attribution string (empty if not required)license_url: URL to the CC license deed (empty if not required)relevance_score: Relevance to the subject (0-1)quality_score: Content quality score (0-1)topics: JSON array of detected topicscharacter_count: Length of the textsubject_name: The subject this content relates tosubject_type: "personality" or "topic"extraction_date: When the content was extractedembedding: Pre-computed 384-dimensional embedding vector
Attribution
0 of 413 chunks in this corpus require attribution under their source license.
When building lessons from these chunks, the attribution_text field must be surfaced
in the lesson output per the Legend Leadership Attribution Tracking Spec.
Usage
from datasets import load_dataset
dataset = load_dataset("PhillyMac/Kotter_Change_Leadership_Framework_Theory")
# Access attribution-required chunks
for item in dataset["train"]:
if item["attribution_required"]:
print(item["attribution_text"])
Integration with RAG
This dataset is designed to be integrated with existing embedded corpuses. The embeddings use the sentence-transformers/all-MiniLM-L6-v2 model, compatible with FAISS indexing.
License
Content is sourced from public domain and Creative Commons licensed materials.
See individual license_type fields for per-chunk licensing details.
Generated By
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