Research Management British Embassy, British Council Uzbekistan, Istedod January 2016 Jo Chaffer with Dr Nick Colegrave, Dr Matt Studley, Dr Eamonn Molloy 1 A little about me • Jo Chaffer • International consultant (strategy, HE) • Contract researcher / university researcher IFLAS (Lancaster) • Work with universities & research institutes in 15+ countries • Former Lead Trainer, program and materials developer Researcher Connect • Published author • Also a mountain guide! • www.korakoru.com 2 What will we cover? • Strategic thinking • People – the research team; stakeholder management • Project planning essentials • Different approaches; terminology; WBS practice; M&E, management • PM tools and more • Risk • Financial planning • Communication Strategy • International Publication What we won’t cover! • Research skills 3 Strategy What, why, when, where - how 4 Who are we? & Why? Simple strategic thinking Where do we want to go? How will we get there? How long will it take? How will we know when we have? 5 Strategy – what is it? What? • Proactive; big picture; level up from management, asks big questions; articulate the tacit – make assumptions explicit When? • Before, during and after Who by? • Everyone in your core team (and including stakeholders at some stages) Why? • Your turn…. 6 Why take a strategic approach? • Some possible answers Stress Failure rates Crises Likelihood of overspend Communication Rapport Opportunities to grow Internal support Professionalism Likelihood of achieving goals and outputs Enjoyment! Smoother interfaces with externals Mindset change 7 • A research project is BOTH managing the project AND doing the actual research. • The two parts make the whole • Effort and time in both should be equally valued Planning, managing & monitoring Delivery Doing the research; creating the outputs; having impact 8 Stages • Strategic thinking (asking the big questions, process) • Strategic planning (creation of the project plan – the core tool) M&E • Strategic management (using and adjusting the plan, the people, resources etc to drive the research forward and keep it on track) time 9 Strategic Thinking – the big questions • WHY • WHO • WHAT • WHAT • HOW and WHEN • HOW MUCH • HOW LIKELY ‘success’ (whatever success is to you) you, your stakeholders changes, impacts you’ll create you do (and don’t do) project plan – timeline (research, stakeholder management, communication) finances – planning and managing feasibility and risk A summary of the answers to the above questions will be invaluable in sharing with stakeholders (‘a business case’). It may become the ‘about’ for your website, blogs etc 10 Start at the end – define ‘Success’ Clarify and articulate what ‘success’ means to your team. Describe this in terms of • AIM (or objective / goal) – the big thing your research project should achieve e.g. better understanding of how we develop leaders / excellence in leaderfulness • Outcomes or Impacts the overall change – the difference the project makes e.g. new approaches to leadership development for development professionals • Outputs what we actually produce e.g. research papers; 3 articles in peer reviewed high IF journals; career opportunities at Harvard Business School for team members 11 Success! The end point • Defining success NOW ensures: • You all want the same thing (all aspects of it) • Everyone’s hopes and dreams are ‘on the table’ – and have been reality checked • You can all describe the thing you want in shared language • You put in place relevant metrics so you can measure what success is (you know when you’ve reached your goal) and therefore your progress towards it (and speed) 12 The end! The beginning. Then the way…. • You know the end point (success) Success! • Finally you can work out how to get from Start to End – make a project plan • The next step is to recognise and describe the start: analysis of who you’ve got, resources you have…. And those you don’t yet have but need 13 ‘Failing to plan is planning to fail’ 14 Effective planning should be competitive coherent Communicable Clear consistent collaborative confident 15 Strategic plan – an essential you can abandon • A clear end point and known start are your guides in an unstable, perilous and ever changing world • You know where you’re going and your resources are clear, now be ready to abandon the plan at any time. • Things change • People leave / grow • Money comes / goes • Politics interferes….. 16 Who? Your team, the stakeholders 18 The research team: build one • Often the most overlooked but most important resource – and the most likely to derail the research! • Don’t assume you’re a team just because you signed a contract – like any good relationship it takes care, work and time • There are many excellent tools to use: MBTI, Belbin, NLP are just a few • Allocate TIME to build some solid foundations together 19 Who - stakeholders • What do we mean by stakeholder? “anyone who has an interest and involvement in the project” • What else should we articulate (about them)? “what they bring and what they need (the transactions); their degree of influence on and interest in our project” • Why is it important to strategize about stakeholders? To manage the relationships? • To build good relations • to avoid conflict (between stakeholders etc) • professionalism • to build platforms for future work • and most importantly – your ability to create IMPACT 20 Levels of influence (on the outcome itself, or on your ability to meet the outcome) high Influence / power ACTION: Prioritise Low then Strategize interest high 21 Questions? 22 Project Planning & Management A skill set worth learning 23 Project Management is…. • Project management is the discipline of planning, organizing, and managing resources to bring about the successful completion of specific project goals and objectives. • The primary challenge of project management is to achieve all of the project goals and objectives while honouring the preconceived project constraints. Typical constraints are scope, time, and budget • Project Management developed as a discipline in the 1950s • More details in the Handbook 24 • To the optimist, the glass is half full. • To the pessimist, the glass is half empty. • To the project manager, the glass is twice as big as it needs to be. 25 The classic project management conundrum Time What’s your priority? Define this at the start and stick to it Quality Cost Scope 26 PM approaches • Multiple approaches to Project Management used globally in all sectors • A research project is a type of project that requires planning, implementing, managing and evaluating …. so use the principles and borrow some of the best fit tools • PRINCE2, SCRUM (Agile), Bond Logical Framework, Project Management Institute (PMI)… and many more • BUT research by nature is much more iterative and cannot be as planned as some other projects…. 27 The (original) AGILE manifesto • Individuals and interactions over processes and tools • Working software over comprehensive documentation • Customer collaboration over contract negotiation • Responding to change over following a plan That is, while there is value in the items on the right, we value the items on the left more. Created in 2001 by software developers who wanted to escape the ‘waterfall’ method 28 Agile style PM 29 SCRUM – one type of Agile – values based PM • Focus • Because we focus on only a few things at a time, we work well together and produce excellent work. We deliver valuable items sooner. • Courage • Because we work as a team, we feel supported and have more resources at our disposal. This gives us the courage to undertake greater challenges. • Openness • As we work together, we express how we're doing, what's in our way, and our concerns so they can be addressed. • Commitment • Because we have great control over our own destiny, we are more committed to success. • Respect • As we work together, sharing successes and failures, we come to respect each other and to help each other become worthy of respect. • www.scrumalliance.org 30 31 Keys to Research PM success • Use flexible tools and approaches • always keep sight of your ‘success’ endpoint (this should be true even if the research question changes, the claim fails or the research analysis enters an unexpected area of discourse) • Grow a strong research team • With excellent communication internally and with stakeholders • And of course pro-active, practical and consistent project management 32 Common Research PM errors – a few • Underestimating the time needed to complete a particular task • Lack of contingency planning – no fail safes • Only anticipating positive outcomes of results or of stakeholders / collaborators inputs • Not recognising Critical Control Pathways or Points • Creating overburden – trying to do too many things in parallel • Forgetting to plan around real life events • Focusing on doing the research and not on managing it • Lack of flexibility – not reacting to changes • Saying ‘yes’ to influential figures – when really you mean no 33 Project stages / processes • Initiating • Planning • Implementing / Executing • Monitoring & Evaluating / Control • Closing • Reporting • These happen in parallel, they loop back one to the other, they may repeat multiple times. The path of a project is very rarely linear! 34 Project planning elements • AIM / objectives • OUTCOMES • SMART GOALS • OUTPUTS • WORK BREAKDOWN STRUCTURE • CRITICAL PATHWAYS / POINTS 35 Work Breakdown Structure The Work Breakdown Structure provides a common framework for the natural development of the overall planning and control of a contract and is the basis for dividing work into definable increments. The WBS enables you to chunk down the Outcomes into manageable ‘bites’ (Work Packages): • to tasks that a named person is responsible for; • that the resources, costs and time can be assigned to; • that you know when, where and how they’ll happen • that you can use to measure progress 36 Common processes within a research project Identify a research problem Refine aim and objectives Refine research questions Conduct and document a literature review Evaluate appropriate research methods Design your research tools (survey, questionnaire, observations etc.) Pilot test your data collection Carry out your data collection Compare and contrast data findings with the literature findings Draw conclusions by evaluating your research questions, research objectives and research aim Reflect on limitations and potential further studies in the area Write your documentation 37 Gantt charts • Named after Henry Gantt (1861–1919) • Visual representation of tasks/basic elements of the program • Showing dependence • Showing parallel activities and overlaps • Showing milestones • Building in constraints • Many other project management features such as adding in costs; dealing with resource conflict ... 38 A Gantt sample chart 39 40 Monitoring & Evaluation Monitoring Evaluation • Is a continuous process • Gathers data about the research • Enables stakeholders to help the research project stay on track and meet its objectives • Is largely operational / admin • Is periodic • Gathers information about the project performance / value and lessons learned • Enables stakeholders to determine project merit, benefits, relevance, cost effectiveness etc Both M&E are…. the systematic collection and analysis of information learning processes (that are) central to effective research management (and governance) 41 M & E for whom? • Stakeholders – all the people watching, supporting and / or impacted by your research project – what is it they want to know about how effectively you are managing and progressing • Your organisation – you’ll probably need to align your monitoring of the project with your university or Institute’s research monitoring system and therefore their metrics • You and your team – individual / team monitoring will help keep the project on track to achieve it’s goals whilst helping you learn about your skills, capabilities, behaviours and how brilliant (or not) these are 42 M&E: By whom and how • Decide who will be responsible, what authority, resource and access they need – and how they will coordinate • M&E takes time – to set up and to do well • Gathering information takes time • Analysing and interpreting takes time • Feeding back in a useful way takes time • Communicating out takes time • Build in time 43 Some typical areas of research PM M&E Measuring in the following areas: • Strategy and planning • Implementation • Communication • Application / Impacts On inputs (what you actually used, needed), process (how you worked together, what happened), outputs (to what extent), reporting (frequency, quality), communication (how, where, to whom, how impactful), impacts (to the academy, stakeholders, the wider world) Against effectiveness, efficiency, relevance 44 M&E System in a Research Project From Monitoring, Evaluation & Dissemination of Research Output, IDRC, Association of African Universities 45 Effective metrics • Measure impacts (good and bad) • Measure achievements and progress towards them • Engage and impress stakeholders and audiences (internal & external) • Raise performance, encourage innovation (the virtuous circle) • Are a good project health check • Can create cost efficiencies and highlight new opportunities (or threats) • Need to be planned in (the data needed, how and who and when you’ll capture it, how is will feed into the M&E system for analysis and reporting) 46 Metrics must be useful! • Don’t measure stuff you don’t need to know • ASK: what information do you need, when, how often, to what level of detail (scope, scale, formative, summative?) • ASK: who are the best people to do the measuring (internal / external) • ASK: who else needs to know (and is it the same information, interval etc) • Consistent, timely, reliable = the essentials of good data • Be realistic – metrics cost in money & time, make sure you get return on this 47 Questions? 48 Managing the project! Some tips: • • • • • • • • • • • • Avoid blame! (“praise loudly, blame quietly”) Don’t try to fix symptoms – look for the cause Respond to risks and problems quickly – be proactive Delegate and share Do what you say you’ll do (in the time you said you’d do it); and if you can’t – let people know before its too late! Be ready to change or throw away the plan if it means you can reach ‘success’ better Don’t assume things are going well for people – check in and ask Ask don’t assume (about everything!) Don’t avoid the scary stuff – ask for help Think ahead, using what you learned from the past Be flexible: a great juggler, an acrobat! Document your mistakes and failings 49 communicate-communicate-communicate • Be pro-active with team members and stakeholders • Prevent blocks/ problems, fix them if they occur • Agile PM requires a daily ‘stand up’ meeting – typically 15 minutes, everyone attends and inputs, typically based around 3 questions • What did I do yesterday? • What am I going to do today? • Am I blocked? • Feedback and engage stakeholders regularly (Agile says at the end / start of each ‘sprint’) 50 Tools for Research PM Some digital assistance to choose from 51 Too many tools – too many choices? • What options are there? • Which areas of the research and / or the research project management do you want to make easier? • How much time / resource do you have to invest in acquiring and learning how to best use new tools? • What do you NOT want tools to change? • Digital isn’t always best – pen and paper, stickies, real time tools work better for some people and some tasks • Excellent strategies, systems and process are still essential – tools don’t replace these 52 Tools for what? • Project Management • Communication internally (collaboration) & externally • Stakeholder management (CRM) • Data management – storage, search, access • All stages of the research process • Time management (Calendars, Task and ToDo lists etc) • Language translation • Crowdsourcing – ideas, money, support •? 53 Tips on tools • Beware of the banal • Beware of overburden (tools should serve you not the other way round) • Strategize your tool use – be explicit about which tools, why, when and how and by whom in the strategic thinking and planning • Set boundaries – particularly on PM and collaboration tool use • Privacy – protect this • Balance being an information connector (low burden) with a network connector (high burden) 54 Some examples of the many tools available to support research https://innoscholcomm.silk.co/ 55 What about you? Tips on tools you use Tools used • Asana (project management) Lessons learned • Agree how you’ll connect – I felt I was being ordered around 56 Utrecht University research • Please help contribute to the research on useful tools at Utrecht University by taking the survey https://innoscholcomm.typeform.com/to/Csvr7b?source=ML • And have a look at the results, the tools most commonly used and much more here http://bit.ly/innoscholcomm-list • And see trends here https://101innovations.wordpress.com/tag/updates-insights/ 57 Some tools to try • Asana (PM) • Base Camp (PM) • ToDo List (time management and PM) • Dropbox (file share) • F1000 – research, publishing • ResearcherGate and Aacademia. Edu • Electronic Lab Note systems (ELN) 58 Questions? 59 Risk Identify, assess, manage 60 Risk – define, assess, manage A risk is an event which – if it happens – will have negative consequences upon us. In project management, risks are things which can stop us from delivering • the goal of the project • on time, and • within budget First identify risks: brainstorm risks. 61 Step One: What type of risk Every project has risks associated with it – common areas of risk are: • Timing e.g. you underestimate time needed for one WP • People e.g. team members don’t have the skills needed • Resources e.g. key equipment unavailable • Technology e.g. software or hardware fails • Financial e.g. a funder delays payment • Wider factors: • PESTLE • Organisational – new Pro VC for research demands review • Stakeholder – suppliers delay; admin holidays; reviewers change policy 62 Step two: assess risk Action area Nature of risk Probability of occurrence (high-3/ med 2/low -1) Impact (high / med/ low) Priority (Score) Someone leaves 2 3 5 impact Another team publishes similar work 1 3 4 data Corrupted files / drives 1 2 3 Financial Australian dollar exchange rate drops 3 3 6 team 63 You can also map project risks this way… Impact Low Medium High probability Low Medium Team member leaves High 64 Step Three: Manage risk In general terms we have several strategies open to us to manage risks • Transfer - a task to someone more skilled (e.g. technician) • Defer - move risky activities till a later date in the project when adverse effects may be reduced - especially relevant to external risk factors (like weather, political instability etc) • Reduce – probability or impact or both • Accept – make some contingency plans! • Avoid – change design, methods, something fundamental that eliminates the risk (be aware this will probably come at a cost) 65 Some examples • Beaten to publish • Competitor analysis (reduce probability) • Publish early (reduce probability & impact) • Use multiple social media (reduce impact) • Turn competitors to collaborators (avoid) 66 Questions? 67 Financial Planning managing income, cash flow, payment schemes, in-kind resource 68 Finances – in parts • Planning – identifying cost areas, bring in expertise (risk!) • Income – finding it, managing it • Tracking spend • Managing cash flow • Reconciling • In kind value • Assuming you or your team have identified potential funders the best advice is to follow their guidelines on how to plan project financials 69 Income – sources, types, tracking • Planning: have you considered additional income streams beyond the main research grant? • Do you need to include non cash income (in-kind) to show the overall value of your project? • Note the dates your funders will make payment – these are essential to your cash flow (and existence!) • Track when income arrives – and chase it if it doesn’t • Be aware of bank charges and foreign exchange rate fluctuations • Do you have a ‘cushion account’ you can ‘borrow’ from in case funds don’t arrive when you need to make payments? 70 Planning costs Check which costs you are directly liable for (and which your institute covers). Some of these areas you need to plan and manage, some you’ll need to plan in only (your institute might manage). Commitments – you may have commitments to cover some of your costs beyond the project time period e.g. software licences, tax etc Your funder will almost certainly have guidelines on cost areas – check! Which Financial Year (FY) are you reporting against? Are you costing on a Full Cost Recovery (FCR) basis or just project costs? 71 Different cost areas • Labour – salaries (direct costs) and indirect costs such as pension, NIC etc. You might need to include a proportion of support staff salaries • Materials costs (direct) plus any indirect costs (shipping, storage etc) • Equipment costs – equipment can contribute to the outcome, or be used to achieve the outcome • Overheads - e.g. % of premises cost, other salaries etc needed to keep your institute running • Travel costs • Data preservation, dissemination and sharing • Inflation & currency exchange • Contingency 72 Managing finances • Track your spend! Report each month on Budget against Actual spend. Track these across the FY • If Actual is different from Budget adjust any areas this will impact on including the total remaining Budget and Contingency! • If quality, time or scope are your key project drivers, be prepared for cost to increase…. Actively manage this • Get help! If you are not skilled in managing finance ask the institute to lend you some time with a talented finance person • Communicate – keep the relationships with your financial stakeholders alive and healthy. 73 Close down • Consider your exit strategy: • what will you do with any financial discrepancies? Money left over? Overspend? • Payments to make after the project closes? • Commitments ongoing? • Retrospective income? • Who needs what reports? 74 Communication Strategy Publications and beyond 75 Communication strategy consider: • When and on what you aim to publish in the project lifecycle – which points do you expect to be able to make an original contribution? • Which and how many conferences do you intend to attend and / or present at? • Are any of your intended communications outputs or a means of disseminating achieving an output? • How else will you communicate your work and to whom (public engagement, media, schools, industry, policy boards, societies, funders’ meets, government)? 76 On publishing … • Who will lead on each paper – and if you don’t decide now, what mechanism for deciding on lead author do you have? • What platforms do you wish to publish on? • What platform (share space) will you use to produce and store papers in progress? How will you manage version control? And reference style? • How will you continue to coordinate on communications? Do you build in writing team meetings? What happens if you are behind on deadlines? • What is your review process? • What is your authorship protocol? 77 Internal communication Decide how you will communicate with each other to keep the project on track and support each other • What tools will you use? • How often will you bring everyone together? • Do you need to record communications? Email streams, minutes, audio files? • What will you do if things go wrong? How will you resolve disputes? • Will anyone be the lead for this? 78 Aligning • Do all the different parts of your project plan, your strategy, your tool choices align? • Vertically - horizontally • Do they compliment each other? Or do they constrain? • Are there any bottlenecks or clashes? • Any points of resource strain? • Any other life events coming up? Plan. Be consistent. Be open to change. Be the success 79 Questions? 80 International Publishing Some learning from around the world 81 Be strategic • Do the research before you research! • To collaborate or not? • Build your publication goals into your research program plan from the start • • • • • • Think carefully about: Why you want to publish And what format? Who are your audiences? What type of access? Think if you’re ready to publish (originality, data evidence) 82 Foundations Why publish – originality - argumentation 83 Why we publish “The number of people who will read your dissertation with whom you do not share DNA or a bed is ordinarily fewer than five.” Prof. Leonard Cassuto, Fordham University USA 84 Academic writing – a quick check • To build knowledge (NOT to display knowledge) • To challenge existing knowledge • To add new ideas • To be critical (NOT descriptive) • To evaluate and critique the work of others • To have our work evaluated and critiqued 85 Why publish? Because…. • The bigger picture (knowledge base) • Increase readership of your (team’s) work • Build the knowledge base (academy / mankind) • Test your ideas amongst the academic community – turn ideas into robust ‘theories’ and maybe even ‘facts’ • Challenge existing ideas / knowledge / work • Reputation – yours, your institutes, your country’s (external profile, international reputation, ranking lists, building partnerships ) • Career - increasing h-index, developing academic credibility, supporting funding applications etc. • Validation (funders), collaboration, competition……….. • Legacy - your work will live on after you 86 Originality • The content MUST be original to the field (and beyond) • (don’t write if you don’t have anything original to say!) • What is originality? How do we know this? 87 Before you research……. Check the existing literature for similar work going on in other o Teams o Countries o Fields • What’s new to you maybe old news to others! • How can you check your thesis / claim is original and unique? • Create a ‘key word’ list – • • • • think wide; think about synonyms; think about different perspectives; Think about what aspects, qualities, conditions, processes, materials make your intended research program unique 88 Argumentation • Ethos • Pathos • Logos 89 Academic argumentation • All academic arguments usually contain the following elements: a claim; reasons derived from research that support the claim; acknowledgement of views that challenge the writer's statements, presentation of specific conditions under which either the writer's or another scholar's point of view would hold true; possibilities for future study. 90 Academic Argumentation Justified – (was there a good reason to undertake this investigation at this time?) Defendable – (methodologies used) assessing, critiquing, justifying, defending evidence and data presented Reproducible - supported by data/experimentation, systematic Complete – tangible, ‘tells a story from beginning to end’ 91 Publishing options Different Publishing platforms: the pros and cons 92 It’s not just journals! • Publishing in peer reviewed journals • Open access journals • Online only journals / web sites • Themed issues of journals • Writing review essays / articles • Book reviews • Peer reviewing – process, ethics • Writing books – (arts) • Writing chapters (of books) • Collaborative writing (any format) • Providing supporting information – databases etc – availability of data, providing materials to others • Article supported, evidenced or given entirely in multimedia (permissions etc) • Video articles – no written words, entirely spoken • Conference proceedings - collected volumes / edited volumes • Self-publishing 93 Different formats serve different purposes • You have a choice – make it a well-informed one • Choose according to: • • • • • • Your career stage (first time publisher or well-respected peer reviewer) Your goal Your institutes’ goals Your intended audience Your funders’ requirements Your personal style / preference • The key • take a strategic approach • Be clear on your publishing goal 94 Where and why do you want to be read? Think about: • Align your publishing strategy with your career strategy (personal professional) and research strategy (personal institute discipline) • Timeliness – who is ‘hot’ / where • Do you want feedback – challenge from others? • Do you want replication? • Do you want collaboration – to cross fields? • Do you want recognition? • Do you want funding / resources? • Do you want to move up the market-readiness scale? 95 Which journal? • Aim and scope of the journal • Metrics e.g. IF • Timeliness – is the journal producing a special themed issues or is there a particular reason a publication might want to consider your work • Timeline: Length of time from submission to publication • 1 or 2 stage review process. i.e. how complex and lengthy is the review process likely to be? • Acceptance percentage • Format prescriptions of the journal e.g. specific word limit, figure limit • Readership of the journal – read by the ‘right kind’ of academic, policy maker, professional user? • Distribution–is it online only, available only in specialist institutions, or accessible from most Universities • Access Policy -Is it open access or not? • Do you regularly cite from that journal? • Writing style similar to your own natural style • Fees: Are there any publication charges to pay? • Personal contacts 96 Impact Factor • Measure of reflecting average number of recent citations during the preceding two years • Journal metric, not a measure of research organisations or individual researchers • Can be used to compare different journals in a certain field • Numerous criticisms • Significant differences between fields • A simple mean is not a reasonable proxy of citations - affected by 'outliers' • Impacted by editorial policies e.g. review articles 97 Issues and trends Open access, funders & much more 98 What is Open Access? • Open Access (OA) = online access at no charge to the user to peer-reviewed scientific publications to research data • For publications: OA comes after a decision to publish OA does not interfere with patenting • Two main OA publishing business models Gold OA: costs covered (by authors) immediate OA Green OA: deposit of manuscripts immediate/delayed OA 99 Open access – the trends • Global shift towards Open Access OA increasingly required by research funders Developing picture - across countries, disciplines, funders and publishers1 Growing >50% of scientific papers published in 2011 and increasing2 1 - http://www.nature.com/nature/focus/accessdebate/index.html 2 - Press Release IP-13-786, European Commission, 21 August 2013 100 Open Access Claims • • • • • • • • Access to the scientific literature for all - including access to knowledge for citizens Increased visibility and impact for authors?1 Avoiding duplication Enhancing research through increased text and data mining Increased visibility and return on investment for funders?2 Access to knowledge for citizens - reduced costs of dissemination Transparent business model for publishers Benefits to economy and society?3 • 1 - See for example, A Swan, The Open Access Citation Advantage • 2 - See for example, Costs and business models in scientific research publishing, Wellcome Trust • 3 - See for example, J. Sheehan Open Access: What are the Economic Benefits 101 How it affects you? • So why should I be bothered about Open Access, what would this mean for me and the internationalisation of my research profile? • Why would my funders be interested? • Isn’t this unrealistic – the current publishing model is best? 102 Open Access Issues • Different approaches amongst countries, funders, research disciplines etc. • Need for consistent development of open access models and approaches • Who controls quality? • Who pays? • Is the business model sustainable? • Decision may be made for you - Mandatory Open Access e.g. Wellcome Trust, Horizon 2020 103 Open Access to Data This is the next stage in OA; if we are looking at open science, let’s make it fully open: not just publications but data too Considerations • Reproducibility • Developing picture • Subject of active discussions - European Commission, G8, OECD etc. • Many current studies on the economic impact of open data in many fields • Data underpinning publications is a small fraction of data in lab/research group databases 104 Questions? 105 What not to do… • • • • • • • • • Avoid focus Avoid originality and personality Write long contributions Remove most implications and every speculation Leave out illustrations, particularly good ones Omit necessary steps of reasoning Use many abbreviations and technical terms Suppress humour Quote numerous papers for self-evident statements • How to write consistently boring scientific literature, K. Sand-Jensen, Oikos, 2007, 116, pp 723-727 106