Knowledge Management in Healthcare AnalyticsGregory Nelson
The promise of actionable analytics in healthcare poses an inherent challenge as we seek to accelerate the time it takes to go from question to insight to action. The velocity of change, the demand for bigger data, the allure of advanced algorithms, the need for deeper insights, and the cost of inaction make knowledge capture and reuse an all too allusive goal.
In an evolving environment, healthcare organizations need to find ways to make greater use of prior investments in analytics products by reusing the commonalities of proven designs, metadata, business rules, captured learnings, and collaborative insights and applying them to future analytics products. By doing so in a strategic manner, they will be able to create rapid and efficient analytics processes and better manage time to value and reuse.
In this presentation, authors from two very different health systems with two very different patient populations will share their perspectives of the value of knowledge management and discuss the role of analytics in driving towards a learning health system. The authors will highlight opportunities and challenges using examples across clinical, financial, and operational domains.
Data visualization has become increasingly more important and sits at the center of how people learn about and experience the world. We process information about politics, business insights and every day decisions through “visual soundbites”. As data journalists, we have incredible power to both positively influence as well as misguide conversations with the choices that we make when presenting graphical results.
In this presentation, we will share some of the best practices that help deliver stories that matter and avoid creating those that mislead.
Identifying outcomes and impact- monitoring and evaluation of research brokering and intermediation
Presentation by Anna Downie , Strategic Learning Initiative, IDS, UK at the Locating the Power of the In-between conference
Conducting Integrated Mixed Methods Research and Analysis Using NVivoQSR International
Strategies to integrate qualitative and quantitative data in mixed methods research and evaluation. See an overview of the different types of mixed methods research; how NVivo handles combining qualitative and quantitative data and how specific analytical techniques can be used on any project to synthesize and summarize mixed methods data.
how good quality qualitative data analysis (QDA) can help you identify impacts of your
programs to better meet your objectives and the needs of the community
the steps involved in undertaking basic QDA, including repeated reading, analysis and
interpretation
the value of involving others in the QDA process
the difference between description and interpretation
the value of seeking feedback on your analysis and using triangulation to increase thetrustworthiness of findings
Skills & ideas for #ProblemGamblingKTE Anne Bergen
Skills & ideas for #ProblemGamblingKTE. (2104). Part of the "Moving Research Forward" Workshop Series for the Ontario Problem Gambling Research Centre.
Developing a Workplace Health and Safety Action Plan with NVivoQSR International
See how data was gathered from multiple sources, including consultation sessions, focus groups and a survey. See how the thematic analysis was conducted, including how NVivo features such as auto-coding, word frequency queries, and matrix coding queries were used to inform the analysis.
Evaluating research impact: From a specific case to general guidelines. Anne Bergen
This workshop presentation to the Canadian Knowledge Mobilization Forum (2016) provided an overview of research impact evaluation, from planning, to implementing, to understanding and using the results.
Knowledge Management in Healthcare AnalyticsGregory Nelson
The promise of actionable analytics in healthcare poses an inherent challenge as we seek to accelerate the time it takes to go from question to insight to action. The velocity of change, the demand for bigger data, the allure of advanced algorithms, the need for deeper insights, and the cost of inaction make knowledge capture and reuse an all too allusive goal.
In an evolving environment, healthcare organizations need to find ways to make greater use of prior investments in analytics products by reusing the commonalities of proven designs, metadata, business rules, captured learnings, and collaborative insights and applying them to future analytics products. By doing so in a strategic manner, they will be able to create rapid and efficient analytics processes and better manage time to value and reuse.
In this presentation, authors from two very different health systems with two very different patient populations will share their perspectives of the value of knowledge management and discuss the role of analytics in driving towards a learning health system. The authors will highlight opportunities and challenges using examples across clinical, financial, and operational domains.
Data visualization has become increasingly more important and sits at the center of how people learn about and experience the world. We process information about politics, business insights and every day decisions through “visual soundbites”. As data journalists, we have incredible power to both positively influence as well as misguide conversations with the choices that we make when presenting graphical results.
In this presentation, we will share some of the best practices that help deliver stories that matter and avoid creating those that mislead.
Identifying outcomes and impact- monitoring and evaluation of research brokering and intermediation
Presentation by Anna Downie , Strategic Learning Initiative, IDS, UK at the Locating the Power of the In-between conference
Conducting Integrated Mixed Methods Research and Analysis Using NVivoQSR International
Strategies to integrate qualitative and quantitative data in mixed methods research and evaluation. See an overview of the different types of mixed methods research; how NVivo handles combining qualitative and quantitative data and how specific analytical techniques can be used on any project to synthesize and summarize mixed methods data.
how good quality qualitative data analysis (QDA) can help you identify impacts of your
programs to better meet your objectives and the needs of the community
the steps involved in undertaking basic QDA, including repeated reading, analysis and
interpretation
the value of involving others in the QDA process
the difference between description and interpretation
the value of seeking feedback on your analysis and using triangulation to increase thetrustworthiness of findings
Skills & ideas for #ProblemGamblingKTE Anne Bergen
Skills & ideas for #ProblemGamblingKTE. (2104). Part of the "Moving Research Forward" Workshop Series for the Ontario Problem Gambling Research Centre.
Developing a Workplace Health and Safety Action Plan with NVivoQSR International
See how data was gathered from multiple sources, including consultation sessions, focus groups and a survey. See how the thematic analysis was conducted, including how NVivo features such as auto-coding, word frequency queries, and matrix coding queries were used to inform the analysis.
Evaluating research impact: From a specific case to general guidelines. Anne Bergen
This workshop presentation to the Canadian Knowledge Mobilization Forum (2016) provided an overview of research impact evaluation, from planning, to implementing, to understanding and using the results.
Stakeholder Engagement Guide of Guides ACCESSIBLE2KBHN KT
Understanding and responding to stakeholder needs increases the likelihood that your research will be useful and used. This compilation of existing guides on stakeholder engagement (SE) begins with a table outlining the three main approaches to SE, followed by resources that provide more detail on how to conduct and evaluate different types of SE activities.
The art and science of impact evaluation in the cultural sectorPatternmakers
Presentation to NIDA Masters of Fine Arts in Cultural Leadership, covering the role of evaluation in the arts, how to plan an effective evaluation and tips and traps for evaluating in practice.
Rapid qualitative analysis vs the 'traditional approach': early findings and ...NIHR CLAHRC West Midlands
Dr Beck Taylor of Theme 1, Maternity and Child Health, presented her latest project, comparing a rapid approach to synthesising evidence from qualitative research to traditional research methods, presented at CLAHRC WM Programme Steering Committee meeting, 22nd October 2015
Research Integrity Advisors Data Management Workshop: A National Approach to ...ARDC
Research Integrity Advisors Data Management Workshop Series is a collaborative initiative between ARC, NHMRC, ANDS, ARMS, UNSW, University of Melbourne and RMIT. It's aim is to improve the sector's capacity to provide better data management advices to researchers across Australia.
Enterprise analytics: Strategies and partnershipsWilliam O'Shea
Presentation regarding:
Key capabilities for analytic development
Stages of analytic development in organizations
Organizational approaches to analytic teams
Evolving models of analytic roles and leadership
Implications of these developments
Analytics is a critical tool that allows business owners to make
fact-based decisions about taxonomies. Taxonomy management involves capturing terms and concepts, analyzing their usefulness, and managing the employment of the concepts and terms within different contexts.
This presentation offers best practices on design and maintenance of taxonomies, as well as discusses the role of the governance plan.
The presentation covers broad areas of design methodology, with sustainable methods for maintaining taxonomies and integrating changes into their systems design processes.
Research-To-Impact Canvas - one page planning tool for research, KT and Comme...KBHN KT
The Research to Impact Canvas is an innovative adaptation of the Business Model Canvas, for use by researchers and KT professionals. While the BMC is used as a one-page quick and easily modifiable business plan (before writing the longer 30-40 page business plan) this Research to Impact Canvas provides a one page planning tool for sketching out the integrated research, KT and commercialization activities while budgeting for each activity. Partners, target audiences, and other considerations that are all part of a full KT or Commercialization plan can be planned alongside the research activities. In this way, this tool encourages the user to think about the usefulness (value proposition to the end user, because of the needs they are addressing with the work) of their research, in conjunction with (NOT isolated or separate from) their KT and/or Commercialization plan. This is how we can operationalize the Co-Produced Pathway to Impact, which requires co-production with non-academic stakeholders which could be partners or end-users. The capitalized letters in this tool indicate the stages of the CPPI framework that correspond with it - RESEARCH, DISSEMINATION, UPTAKE, IMPLEMENTATION and IMPACT. In this version of the tool, the spaces are empty and can be typed into directly, or it can be printed on 11x17 paper and posted on the wall for collaborative planning with project team members using post-it notes, or it can be printed on 8.5x11 paper if reduced to 66%.
We have also created an instructional video that will explain and demonstrate how to use it: https://youtu.be/Cz0l1viEFmc
In the video, I mention that you need to write a “Value Proposition” statement for each type of end-user you identify, and that there are different templates online. For convenience, I am providing you with two templates for crafting a value proposition statement:
Template #1:
End User: __________________________ (who is your end-user/target audience)
Problem: _________________________________ (what problem/need you’re solving for the end-user)
Solution:__________________________________ (what is your solution for the problem/need)
Template #2:
For______________________________________________(target audience/end-user)
who______________________________________________(state the problem/need(s))
is a ______________________________________________(your project’s title/name)
that ______________________________________________(benefit statement, explain how your work will provide a solution for these end-user’s needs).
Reflections on Research and Evaluation Reality Jan 2016John Wren
This PPT presents personal reflections on the challenging environment many researchers and evaluators in government agencies face. The reflections come from 15 years of experience, and observing and listening and talking to colleagues in NZ and Australia.
If you create web content these pain points probably sound familiar:
Tasks assigned to you in a flurry of “urgent” tasks with unrealistic timelines
The assumption that there is a “Photoshop button” which magically makes things pretty
Inadequate access to skilled content creators and subject matter experts
Agile content strategy can help you prioritize tasks, bite off only as much content work as you can realistically chew in a given time, and build the capacity of your team so they can accomplish more. Rebecca Wyatt spoke recently on these points and about her experience developing and upgrading content in an iterative, incremental way for the National Park Service.
JSI environmental health expert Terry Greene presented I think evaluatively, therefore I am at the 2017 American Evaluation Conference. The goal of the presentation was to provide insights that can help people foster evaluative thinking in their practice.
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...Susan Hanley
Measurement is not just about looking for a bottom-line result to justify investments. It’s also a tool to provide feedback about where the organization is along the road to successfully leveraging investments in SharePoint and the business outcomes it provides. At every stage in the development of your solution, metrics provide a valuable means for focusing attention on desired behaviors and results. This presentation showcases a practical and realistic framework for SharePoint metrics based on real world examples and successes.
Tactics and Decision Making for Successful Museum Digital ProjectsAndrew Lewis
This paper discusses what tactics and decision-making mean in practice within museum digital technology projects. It offers practical suggestion for tactical approaches drawn from the author’s twelve years of experience managing digital projects and services.
Stakeholder Engagement Guide of Guides ACCESSIBLE2KBHN KT
Understanding and responding to stakeholder needs increases the likelihood that your research will be useful and used. This compilation of existing guides on stakeholder engagement (SE) begins with a table outlining the three main approaches to SE, followed by resources that provide more detail on how to conduct and evaluate different types of SE activities.
The art and science of impact evaluation in the cultural sectorPatternmakers
Presentation to NIDA Masters of Fine Arts in Cultural Leadership, covering the role of evaluation in the arts, how to plan an effective evaluation and tips and traps for evaluating in practice.
Rapid qualitative analysis vs the 'traditional approach': early findings and ...NIHR CLAHRC West Midlands
Dr Beck Taylor of Theme 1, Maternity and Child Health, presented her latest project, comparing a rapid approach to synthesising evidence from qualitative research to traditional research methods, presented at CLAHRC WM Programme Steering Committee meeting, 22nd October 2015
Research Integrity Advisors Data Management Workshop: A National Approach to ...ARDC
Research Integrity Advisors Data Management Workshop Series is a collaborative initiative between ARC, NHMRC, ANDS, ARMS, UNSW, University of Melbourne and RMIT. It's aim is to improve the sector's capacity to provide better data management advices to researchers across Australia.
Enterprise analytics: Strategies and partnershipsWilliam O'Shea
Presentation regarding:
Key capabilities for analytic development
Stages of analytic development in organizations
Organizational approaches to analytic teams
Evolving models of analytic roles and leadership
Implications of these developments
Analytics is a critical tool that allows business owners to make
fact-based decisions about taxonomies. Taxonomy management involves capturing terms and concepts, analyzing their usefulness, and managing the employment of the concepts and terms within different contexts.
This presentation offers best practices on design and maintenance of taxonomies, as well as discusses the role of the governance plan.
The presentation covers broad areas of design methodology, with sustainable methods for maintaining taxonomies and integrating changes into their systems design processes.
Research-To-Impact Canvas - one page planning tool for research, KT and Comme...KBHN KT
The Research to Impact Canvas is an innovative adaptation of the Business Model Canvas, for use by researchers and KT professionals. While the BMC is used as a one-page quick and easily modifiable business plan (before writing the longer 30-40 page business plan) this Research to Impact Canvas provides a one page planning tool for sketching out the integrated research, KT and commercialization activities while budgeting for each activity. Partners, target audiences, and other considerations that are all part of a full KT or Commercialization plan can be planned alongside the research activities. In this way, this tool encourages the user to think about the usefulness (value proposition to the end user, because of the needs they are addressing with the work) of their research, in conjunction with (NOT isolated or separate from) their KT and/or Commercialization plan. This is how we can operationalize the Co-Produced Pathway to Impact, which requires co-production with non-academic stakeholders which could be partners or end-users. The capitalized letters in this tool indicate the stages of the CPPI framework that correspond with it - RESEARCH, DISSEMINATION, UPTAKE, IMPLEMENTATION and IMPACT. In this version of the tool, the spaces are empty and can be typed into directly, or it can be printed on 11x17 paper and posted on the wall for collaborative planning with project team members using post-it notes, or it can be printed on 8.5x11 paper if reduced to 66%.
We have also created an instructional video that will explain and demonstrate how to use it: https://youtu.be/Cz0l1viEFmc
In the video, I mention that you need to write a “Value Proposition” statement for each type of end-user you identify, and that there are different templates online. For convenience, I am providing you with two templates for crafting a value proposition statement:
Template #1:
End User: __________________________ (who is your end-user/target audience)
Problem: _________________________________ (what problem/need you’re solving for the end-user)
Solution:__________________________________ (what is your solution for the problem/need)
Template #2:
For______________________________________________(target audience/end-user)
who______________________________________________(state the problem/need(s))
is a ______________________________________________(your project’s title/name)
that ______________________________________________(benefit statement, explain how your work will provide a solution for these end-user’s needs).
Reflections on Research and Evaluation Reality Jan 2016John Wren
This PPT presents personal reflections on the challenging environment many researchers and evaluators in government agencies face. The reflections come from 15 years of experience, and observing and listening and talking to colleagues in NZ and Australia.
If you create web content these pain points probably sound familiar:
Tasks assigned to you in a flurry of “urgent” tasks with unrealistic timelines
The assumption that there is a “Photoshop button” which magically makes things pretty
Inadequate access to skilled content creators and subject matter experts
Agile content strategy can help you prioritize tasks, bite off only as much content work as you can realistically chew in a given time, and build the capacity of your team so they can accomplish more. Rebecca Wyatt spoke recently on these points and about her experience developing and upgrading content in an iterative, incremental way for the National Park Service.
JSI environmental health expert Terry Greene presented I think evaluatively, therefore I am at the 2017 American Evaluation Conference. The goal of the presentation was to provide insights that can help people foster evaluative thinking in their practice.
SharePoint "Moneyball" - The Art and Science of Winning the SharePoint Metric...Susan Hanley
Measurement is not just about looking for a bottom-line result to justify investments. It’s also a tool to provide feedback about where the organization is along the road to successfully leveraging investments in SharePoint and the business outcomes it provides. At every stage in the development of your solution, metrics provide a valuable means for focusing attention on desired behaviors and results. This presentation showcases a practical and realistic framework for SharePoint metrics based on real world examples and successes.
Tactics and Decision Making for Successful Museum Digital ProjectsAndrew Lewis
This paper discusses what tactics and decision-making mean in practice within museum digital technology projects. It offers practical suggestion for tactical approaches drawn from the author’s twelve years of experience managing digital projects and services.
An institutional perspective on analytics that focusses on a particular tool developed using an agile methodology to visualise learner behaviours in MOOCs via Sankey diagrams.
The ROER4D Curation & Dissemination team provides an overview of the ROER4D open data initiative as well as some key insights and challenges experienced.
Assessment Analytics - EUNIS 2015 E-Learning Task Force WorkshopLACE Project
This presentation is to introduce a discussion session at the 2015 EUNIS Congress workshop session of the E-Learning Task Force. The LACE Project is very briefly introduced, followed by an explanation of the presenter's view of learning analytics and a critique of some common themes. Assessment Analytics is presented as an antithesis to these themes and an assessment lifecycle model (used in the Jisc Electronic Management of Assessment Programme) is used to outline some ways in which assessment analytics can be realised, as stimulus for discussion.
David Fleming held a seminar on monitoring and evaluation in conflict-affected environments at the Post-war Reconstruction and Development Unit (PRDU), University of York.
Trend Spotting Workshop. A practical guide to making sense of large information sources. Workshop run with Gemma Long (QAA) at etc.venues Maple House, Birmingham, 23rd February 2017.
What is e-research?
Enhancing research practice
e-Research Methods, Strategies, and Issues
Tips For Finding Useful Information
Some Search Tools for doing e-research
Research Design
Quantitative Research
Qualitative Research
Ethics & The e-Researcher
How The Net Complicates Ethics?
Privacy, Confidentiality, Autonomy, And The Respect For Persons
Tips For Ethical e-Research
Collaboration Tools
Why Consensus?
Net-based dissemination of E-research results
Dissemination through peer-reviewed articles
Advantages of a peer-reviewed article
Dissemination through email lists or Usenet groups
Dissemination through a virtual conference
Poster: Perspectives on Increasing Competency in Using Digital Practices and ...Katja Reuter, PhD
We believe that the quality and efficiency of all phases of the clinical and translational research (CTR) process can potentially be increased by using digital practices and tools in open and networked contexts. However, most CT researchers lack the training to take advantage of the benefits that the Internet and the social Web provide. Standardized training in digital practices and tools (Digital Scholarship) to conduct CTR has not been formalized through structured curriculum, learning approaches, and evaluation. Our overall goal is to develop a robust curriculum to train CTR researchers in digital scholarship. Here we present preliminary data from a qualitative study that describes the range of key stakeholders’ perspectives on the need to: (A) formalize educational efforts in digital scholarship among CTR trainees; and (B) develop an educational framework that defines core competencies, methods, and evaluation methods. Presented at Translational Science 2018 conference in Washington, DC on April 20, 2018.
An annotated slide deck from a webinar hosted by Stilo International and conducted on June 24, 2014.
The talk introduces tactics for moving a content solution project forward quickly while also attending to essential details.
Fiona Counsell Taylor & FrancisHow do we make what some might think to be boring metadata more appealing? Metadata has a PR problem and it’s time to wrap it in pastry and bake it for 40-45 minutes until golden brown. How can we motivate organizations and businesses in scholarly communications to improve their metadata? How do we support individuals to make the case for metadata solutions to decision makers in their organizations? How might we elevate the importance of metadata to motivate publishers, service providers, and libraries to make the sometimes costly infrastructure changes to enhance the completeness, connectedness, openness and reusability of metadata? ‘Incentives for Improving Metadata’ is one of Metadata 2020’s six projects, and has been described as the ‘vision’ project of the collaboration. Project participants are working to create resources to help organizations across scholarly communications understand the importance of metadata, including helping them identify tangible and appealing operational benefits for infrastructure changes. In this session Fiona will present the resources created to date and engage attendees to consider what additional resources may be helpful in their respective communities.
Workshop on Project Management and Teamwork for ULSKaren S Calhoun
A workshop for task force members of the Pitt University Library System (ULS). Includes sections on project initiation, design teams, environmental scanning and stakeholder evaluation, the Future Search methodology, the use of SharePoint for collaboration, and strategic option analysis.
In it for long term - evolving your community of practice over time: lessons ...Kandy Woodfield
Our deck to support a workshop on sustaining and growing a community of practice over time for the Social Media for Learning in Higher Education conference on 18th Dec. 2015 at Sheffield Hallam University.
Sharing Knowledge Across Communities of Practice #LT15UK Kandy Woodfield
My presentation for the Learning Technologies conference 2015 on building a vibrant community of practice to share learning and knowledge. See more at: https://pushingattheedges.wordpress.com/
We all have good and bad thoughts from time to time and situation to situation. We are bombarded daily with spiraling thoughts(both negative and positive) creating all-consuming feel , making us difficult to manage with associated suffering. Good thoughts are like our Mob Signal (Positive thought) amidst noise(negative thought) in the atmosphere. Negative thoughts like noise outweigh positive thoughts. These thoughts often create unwanted confusion, trouble, stress and frustration in our mind as well as chaos in our physical world. Negative thoughts are also known as “distorted thinking”.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
The Indian economy is classified into different sectors to simplify the analysis and understanding of economic activities. For Class 10, it's essential to grasp the sectors of the Indian economy, understand their characteristics, and recognize their importance. This guide will provide detailed notes on the Sectors of the Indian Economy Class 10, using specific long-tail keywords to enhance comprehension.
For more information, visit-www.vavaclasses.com
The Art Pastor's Guide to Sabbath | Steve ThomasonSteve Thomason
What is the purpose of the Sabbath Law in the Torah. It is interesting to compare how the context of the law shifts from Exodus to Deuteronomy. Who gets to rest, and why?
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
2. Overview
NatCen Social Research – who we are and what we do
Qualitative research in applied social policy research
Framework and NatCen’s approach to QR
Big journeys begin with small steps - our Framework journey
The impact of QDAS on analysis
2
6. Understanding the context
“(Funders) have certain requirements of the
research they commission… that evidence is
systematically generated and analysed, with
interpretations that are well-founded and
defensible and able to support wider inference.
It also means that emphasis is placed on research
findings which are accessibly presented and
sufficiently focused to inform policy planning and
implementation.”
(Ritchie et al, 2014)
7. Shifting sands in applied social
policy research
Long struggle for credibility, by 2012:
61% of commissioned studies included
qualitative elements -
18 used only/mainly qualitative methods
A further 35 used a combination of qual/quant
Almost routine use of qualitative approaches
in evaluation (Jago, 2014 forthcoming)
7
9. Our approach
Applied vs. purely theoretical
Draws on varied traditions to
meet requirements of clients
Characterised by:
9
Critical or subtle realism
(e.g. Robson, 2002; Hammersley,1992)
Interpretivism
Pragmatism
Use of Framework for qual data management
Reflexivity
Rigour
Inferential status
12. Aim of analysis - analytical outputs
Categories of things (mapping, description, thematic analysis)
• Reasons for gambling
• Sources of debt advice
• Attitudes to the environment
Categories of people or processes (typologies)
•Types of gambler
•Types of school programmes
•Grant application processes
Why people do or think what they do (explanatory analysis)
•Factors influencing how people feel about income in retirement
•What helps achieve positive outcomes from an employment programme
Theory development
14. Framework - a tool not a method
In substantive tradition, concerned with:
capturing and interpreting meanings in the data
focusing on what the text says
“Data are treated as windows on the participants’ social
world, referring to and representing feelings, perceptions
and events.” (Ritchie et al, 2014)
Framework meant to assist in the ordering of data to
facilitate interpretation
17. Objectives of data management
Primary objectives
Re-order tangled
discourse
Make data
accessible
Secondary objectives
Reduce data volume
Prioritise questions
18. Key features
Case and theme based approach (to enable
cross & within case analysis)
Reduces data through summarisation &
synthesis
Matrix display of summarised data
Retains links to original data
Output allows comprehensive and transparent
data analysis
19. Framework - case and theme based
Name
1.1 Nature of crime 1.2 Setting /locale 1.3 Impact on
day to day life
JohnJohn
Ellen
Paul
Chart 2: Making contact with Police
Chart 3: Experiences of police help and support
Chart 4: Impact of engagement with Police
Chart 1: Exp. of
crime
How do you
choose your
themes?
What goes
in the
cells?
20. Value of Framework matrix output
Data displayed in descriptive ‘chunks’
aids enquiry-focussed intepretation
Matrix preserves context - aids
search for explanation
Links btwn cognitive
processes & visual display
Data organised, but reduced
Encourages display of diversity
Great for teamwork
Systematic
Comprehensive
Transparent
Analytical
process is ...
21. Limitations
Time and labour intensive
Danger of becoming process rather than outcome
focused (as with coding)
Need to be reflexive and critical – not forcing
square pegs into round hole
Not great for exploring narratives or linguistics on
it’s own
25. 25
In 2006 we tried again
Commissioned Cordsoft & experienced project
manager
Followed a rigorous approach to PM and
development
Specified what we wanted to the software to
do, how and why
In 2008 we launched our own software
26.
27.
28. Developing software
Huge respect for software developers in this field
Development forced us to reappraise what Framework was and
was for
What do we do and why?
What would we like to be able to do better?
Adopt a more methodologically flexible approach now vs tightly
controlled
Development work made us reappraise where Framework sits
alongside other tools and raised the quality of our
methodological discussions
29. 29
Benefits of using software
Practical – formatting and reliable handling of volumes of data
Positions Framework alongside other approaches to data
management
Eases tension between abstraction to get perspective and
remaining close to the data
Analysts given back freedom to choose whatever approach
suits their research study – plurality
Aids creativity by supporting iteration up and down the
analytical ladder from descriptive to theory building
Keeps pace with technological change i.e. social media data
30. What impact?
30
I'm a fan of pen and paper;
getting post-its out &moving
them around; sharing
opinions etc. This isn't really
something that you're able to
do when working in any
CAQDAS but that I feel can
give an added benefit to
thinking creatively in qual
analysis.
It is not a
substitute
for thinking!
With NVivo I don't have to
stick so rigidly to the
model, but can adapt
different techniques
depending on the needs of
a particular project. I think
there's a lot of functionality
people aren’t using.
Framework can make you more
creative in the interpretative
stage of analysis because it
allows you more time to analyse,
and it allows you to compare
cases effectively while making
sure not to get lost in the details.
31. Key challenges
Time needed – learning and development
Need champions and experts to support skills
development and growth
Getting people beyond the core functionality
limited uses of advanced features like
visualization, queries to develop creativity in the
search for explanations and understanding
Encouraging creative and intelligent use of the
tools available
Horizon scanning
31