Choices of Evidence. Tacit philosophical assumptions in the debates within the Campbell Collaboration

Lead Research Organisation: London School of Economics and Political Science
Department Name: Ctr for Study of Phil & Natural Soc Sci

Abstract

Evidence-based policy is now mandated throughout the UK and the USA, and increasingly in Europe, at international, national and local levels. Modelled on the Cochrane Collaboration in medicine, the Campbell Collaboration is an independent, international, non-profit organization which has been set up to provide 'decision-makers with evidence-based information to empower them to make well-informed decisions about the effects of interventions in the social, behavioural and educational arenas' (www.campbellcollaboration.org). There are, however, major debates, both within the Campbell Collaboration and with its critics, about what counts as acceptable evidence in evidence-based policy and practice and how its strength as support for a particular hypothesis can be judged.
This project, focusing on the cases studies of child social welfare and education, aims to clarify and help resolve these controversies by analysing the philosophical assumptions that tacitly inform them. Most of the controversies appear to originate from different demands put on what evidence should deliver and what it can deliver, given the level of the knowledge base and the complexity of the subject matter.
We shall examine a number of well-established and yet disputable distinctions that we conjecture add confusion to the debate. It often seems that opponents are failing to understand each other's positions because they are implicitly adopting different philosophical assumptions about the nature of the social world or of scientific method.

We shall address six key issues. First, quantitative and qualitative data: a distinction between the two is widely accepted with the former being generally considered more valid and reliable than the latter. But in social welfare and education, practitioners reason on the basis of partial and ambiguous data about people's behaviour. In what ways precisely do quantitative and qualitative data differ and in what ways is the former purportedly more reliable.

A linked issue is the distinction between objective and subjective that, in practice, becomes a distinction between general and local knowledge, namely between methodology/expertise and more judgment-based approaches . Can the advantages of the general knowledge and expertise in research methods be gained without sacrificing local knowledge?

Third, the area of social welfare raises questions about who decides what counts as a solution in social interventions and how competing claims should be handled/adjudicated. In a subject area that deals with the least powerful groups in society, this issue is of special importance.

A fourth issue is whether a clear hierarchy of methods inadvertently leads to a hierarchy of questions, inevitably prioritising those questions that can be studied by the higher ranked methods.

The fifth question addresses the difference between 'clinching' methods of evidence (their conclusions are deduced from a positive result) and ''vouching' ones (conclusions upheld by evidence deemed to be satisfactory, possibly relevant etc. Clinching evidence requires so many assumptions and conditions that its application becomes, we fear, very limited. How should the trade-off between scope of application and certainty of conclusion be managed?

The final issue questions the difference between closed and open research methods. The former, such as RCTs, have built-in devices for checking the assumptions that are needed to apply the method. The latter, such as Bayes-net,require appeal to other devices. Need best evidence be supplied by closed methods or can a wider range be acceptable?

The outcome of these analyses will provide the basis for articulating a philosophy of science that meets the requirements and needs of practical research. We will aim at suggesting a theory of evidence that is both theoretically sound and realistically enforceable and thus contributes to the successful development of the Campbell project.

Planned Impact

Not Required

Publications

10 25 50
 
Description Influenced Munro's review of child protection in England in the section on using research findings.
First Year Of Impact 2011
Sector Communities and Social Services/Policy
Impact Types Societal

 
Description Contribution to the Munro Review of Child Protection
Geographic Reach National 
Policy Influence Type Citation in other policy documents
Impact While undertaking this study, I was asked by the Secretary of State for Education to conduct a review of the child protection system. In my analysis and recommendations, I was able to use the thinking developed in this study to inform my understanding of knowledge and skills in child protection work, and in particular in social work. The sections on using research evidence were based on discussions I had with my co-researchers in the AHRC study. The recommendations of my final report 'The Munro Review of Child Protection (2011)' were all accepted and the more nuanced view of the role of research evidence and how to appraise its relevance that were set out in the report have been widely accepted.
 
Description Public Lecture, London School of Economics 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Why isn't evidence-based policy making working? This lecture looks at examples from Californian schools, the Bangladesh nutrition programme and proposals to tackle climate change.


Discussion followed.

Discussion.
Year(s) Of Engagement Activity 2011
URL http://www.lse.ac.uk/newsAndMedia/videoAndAudio/channels/publicLecturesAndEvents/player.aspx?id=1227
 
Description 'How the Light Gets In' Festival, Hay-on-Wye 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Ultimate Proof
Nancy Cartwright, George F. R. Ellis, Daniel Everett. Hilary Lawson hosts.
We think evidence decides the matter. Yet even suicide bombers think they have evidence to support their cause. Should we see independent evidence as an illusion? Would this lead to a chaotic world without foundations or constraint? Or open us to the richness of reality?

Philosopher and author of How the Laws of Physics Lie Nancy Cartwright, Templeton Prize-winning cosmologist and Hawking collaborator George F. R. Ellis and eminent American anthropologist Daniel Everett consider the evidence.

The Elegant Universe
Julian Barbour, Nancy Cartwright, Steve Fuller. Maggie Aderin-Pocock hosts.
The world around us is manifestly complex. Yet from Aristotle to Einstein, we have found truth in elegant simplicity. Do our theories stand the test of time because the universe has an eye for aesthetics? Or is simplicity, and Occam's Razor, a false idol that hides the messy nature of reality?

Radical philosopher of science Steve Fuller, theoretical physicist Julian Barbour and author of How The Laws of Physics Lie Nancy Cartwright question the beauty of the universe.

Tea, Cake, and Philosophy
Nancy Cartwright.
Join philosopher of science Nancy Cartwright as she asks: should we see independent evidence as an illusion? Price includes tea and cake.


Discussion followed.

Public awareness.
Year(s) Of Engagement Activity 2014
URL http://howthelightgetsin.iai.tv/2014-programme/event-tickets/all-sessions/
 
Description BBC Radio 4 with Ben Goldacre, discussing "Evidence Based Policy: A Practical Guide to Doing it Better" 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Medic and author Ben Goldacre explores the idea of evidence-based policy and asks if it can ever become a reality in the UK.

In medicine, how do we know if a particular treatment works? The simple answer is to subject it to a fair test against other treatments or a placebo. So far the best example of a fair test in medicine is a randomised controlled trial or RCT.

Often to referred to as 'the gold standard' when it comes to determining what works, RCTs are now commonplace in business. But what about government? The idea of evidence-based policy is hardly new - it's what social scientists have been banging on about since the 1960s. But in practice, when evidence has been used to determine policy, it's often been anything but 'gold-standard'.

In this programme, the medic and author of Bad Science, Ben Goldacre, sets out to explore the potential for putting RCTs at the heart of the policy-making process, arguing that not only can they reveal if our existing policies are effective but RCTs have the potential to transform the way we create and implement social policy across the country, from education to health, from welfare to crime.

Of course not everyone agrees that all you need is hard data to make the best policy. Experience, values, ideology - these, say critics should never be abandoned in favour of cold statistics. And whilst the RCT may work well for pills and potions, it's too blunt an instrument to deal with the subtle and complex challenges of assessing how best to punish crime, treat drug users or teach children from impoverished background to read and write. Just look at the recent fiasco over badger-culling. over a ten-year period, randomised experiments and pilot studies have resulted in no clear policy on how to prevent the spread of bovine TB. And then there's the ethical question - how for example could you allow randomisation to determine something as morally (and politically) sensitive as sentencing criminals, let alone teaching kids?

What is clear, is that bad policies cost us dear - both socially and economically. The challenges are many but the potential, argues Ben, could be truly transformational, both for society and for government.

BBC Radio 4 with Ben Goldacre, discussing "Evidence Based Policy: A Practical Guide to Doing it Better"
Year(s) Of Engagement Activity 2013
URL http://www.bbc.co.uk/programmes/b01phhb9
 
Description Cambridge International Studies Association (CISA), University of Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact For the last two decades or so, policymakers have been enjoined to base their recommendations on evidence. That is now uncontroversial to the point of triviality-of course policy should be based on the facts. But are the methods that policymakers rely on to gather and analyze evidence the right ones? Nancy Cartwright explains that the dominant methods now in use-methods that imitate standard practices in medicine, like randomized control trials-do not work. They fail because they do not enhance our ability to predict if policies will be effective.

Current guides for the use of evidence tend to rank scientific methods according to the degree of trustworthiness of the evidence they produce. That is valuable in certain respects, but it offers little advice about how to think about putting such evidence to use. How, then, can policymakers use evidence effectively? Prof. Cartwright will explain what types of information are most necessary for making reliable policy and offer lessons on how to organize that information.


Discussion followed.

An open lecture and discussion with Nancy Cartwright on the topic of her recent book, Evidence-Based Policy (Oxford University Press), which reviewers have said is "essential reading for anyone who aspires to rational policy-making."
Year(s) Of Engagement Activity 2013
URL http://talks.cam.ac.uk/talk/index/49333
 
Description Causality and Explanation in the Sciences, Ghent University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Causality and causal inference play a central role in the sciences. Explanation is one of the central goals of scientific research. And scientific explanation requires causal knowledge. At least, these are well-known tenets in present-day philosophy of science.
In this conference, we aim to bring philosophers and scientists together to discuss the relation between causality and explanation.


Discussion followed.

None known.
Year(s) Of Engagement Activity 2011
URL http://www.caeits2011.ugent.be
 
Description Ethical Legal and Social Aspects (ELSA) Conference, "A plea for the philosophy of social science technology - where ELSA matters" 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Workshop discussion

Discussion of ideas
Year(s) Of Engagement Activity 2014
 
Description Expert Symposium, Putting Evidence into Practice: Challenges and Opportunities, University of Bedfordshire. 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Discussion

None
Year(s) Of Engagement Activity 2010
 
Description Family Justice Council conference (Dartington) 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Reports the key analysis and recommendations of the Munro Review, drawing out the implications for the legal services (see outcome: "Munro Review of Child Protection, Final Report: A child-centred system, 2011" for further details of the Munro Review)

None
Year(s) Of Engagement Activity 2011
 
Description Linus Pauling Memorial Lecture, "From Science to Policy.  What's so Good about Evidence?" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Lecture sparked further discussion and questions.
Linus Pauling Memorial Lecture, Institute for Science, Engineering and Public Policy, 'From Science to Policy.  What's so Good about Evidence?'
Evidence-based policy has been all the rage for over a decade. Clearly it is better to inform decisions by evidence than merely by ideology, wishful thinking or casual observation. But the methods standardly recommended - that social policy imitate evidence-based medicine, relying on gold-standard randomized-controlled-trials - are a bad way of using evidence to predict if policies will work in practice. This talk shows how to do better.

Clearly it is better to inform decisions by evidence than merely by ideology, wishful thinking or casual observation.
Year(s) Of Engagement Activity 2011
URL http://www.isepp.org/Pages/10-11%20Pages/Cartwright.html
 
Description Lund University, Sweden: The 2012 Pufendorf Lecture Series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Tuesday 29 May. Lecture 1: A theory of evidence for use

Wednesday 30 May. Lecture 2: Of what use are randomized controlled trials (RCTs)?

Thursday 31 May. Lecture 3: The power of causal powers

Friday 1 June. Lecture 4: Nomological machines: Putting causal powers to use


Discussion followed.

None known.
Year(s) Of Engagement Activity 2012
URL http://www.pufendorf.se/sectione195b.html?id=2864
 
Description Science Studies Colloquium Series, University of Oslo 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Abstract: Suppose you consider introducing new art programmes into your school and you want to predict what effects this would have on other learning outcomes. You might turn to the OECD's report Art for Art's Sake which reviews evidence that they take to tell you what 'we know about the impact that arts education could have on our children's academic achievement'. There you are told we 'do not yet have definitive answers' because in particular: the strongest way to establish a causal connection is via experimental studies and we don't have many of those. The booklet does though review quite a lot of evidence from 'less rigorous' studies of the impact of arts education on various outcomes. For the impact studies we do have, Art for Art's Sake cites meta-analyses available and it provides its own narrative summaries. That's fine. But, I shall point out, for your prediction you will need lots more evidence - and evidence much different in kind - than impact studies. And the methods for amalgamating that evidence that the OECD booklet uses will not be of much help to you in predicting what will happen in your school. For that, I shall argue, you will be far better served by amalgamating evidence by what has been called 'building a case', as in detective fiction. And to do that most probably a lot of evidence that you will need is evidence you can't find reviewed in the OECD booklet.


Discussion followed.

Making the Most of the Evidence

Nancy Cartwright, Professor of Philosophy at the Department of Philosophy, University of Durham and at the University of California, San Diego (UCSD), is visiting the Science Studies Colloquium Series. The lecture is open for everyone.
Year(s) Of Engagement Activity 2014
URL http://www.hf.uio.no/ifikk/english/research/news-and-events/events/guest-lectures-seminars/science-s...
 
Description Science and Religion Forum 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Professor Nancy Cartwright will be giving the Gowland Lecture which will be entitled 'How could laws make things happen?'.

Discussion followed.

None known.
Year(s) Of Engagement Activity 2014
URL http://www.srforum.org/downloads/Leaflet%20as%20PDF.pdf
 
Description Seminar, Department of History and Philosophy of Science, University of Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Mechanisms are all the rage in philosophy of science now and in a number of scientific domains as well. What then is a mechanism? I shall describe three senses common in philosophy: 1) invariant relations (sponsored by James Woodward), 2) causal processes (probably the usual sense in medical literature) and 3) relatively fixed arrangements of parts that act together to afford or explain causal regularities (defended by William Bechtel and by MDC : Machamer, Craver and Darden). I claim these are distinct senses. But Peter Menzies claims that by employing a 'structural equations' framework, one can in one fell swoop use 1) the invariant-relations idea to give a much needed explication of the idea of 'action' central to 3) and thereby give a much needed account of how mechanisms in sense 3) explain causal regularities.

I think Menzies is really dealing with 2) causal processes all along; his account has no space for 3) parts and their actions. But we need to keep this third sense of 'mechanism' centre-stage because it is correct that it is mechanisms in this sense that underwrite the familiar causal processes we rely on throughout daily life and much of science and policy. Without attention to the mechanisms (sense 3)) that afford causal regularities we have no idea how far they stretch nor when and where they will break down. Looking at Menzies' valiant attempt, as I shall do, and seeing how, if I am right, it fails shows just how true this is. I shall illustrate with some examples from child welfare and development policy.

This talk is part of the Departmental Seminars in History and Philosophy of Science series.
Year(s) Of Engagement Activity 2014
URL http://talks.cam.ac.uk/talk/index/51899
 
Description Systems, Mechanisms and the Modeling of Society (London) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Science can help us build a better society. That's the point of evidence-based policy, which is proclaimed worldwide, in education, medicine, development, child welfare, justice, crime prevention, public health, and finance. It affects us all. And who could object to using good scientific evidence to inform our predictions about whether our proposed policies will work? The big question though is, 'What's good evidence?' This lecture focuses on one central issue: Should we experiment or should

Lecture for "Science Conversations" series.
Year(s) Of Engagement Activity 2013
 
Description The Grimen Memorial Lecture 2014, University of Oslo 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The 2014 Grimen memorial lecture will be held by professor Nancy Cartwright on the 9. of September. Nancy Cartwright is Professor of Philosophy at the Department of Philosophy, University of Durham and at the University of California, San Diego (UCSD).

Her research interests include philosophy and history of science (especially physics and economics), causal inference and objectivity and evidence, especially on evidence-based policy.

The topic for her lecture is evidence-based policy.

Cartwrights publications include Evidence-based policy. A practical guide to doing it better (with Jeremy Hardie, 2012), How the Laws of Physics Lie (1983), Nature's Capacities and their Measurement (1989), Otto Neurath: Philosophy between Science and Politics [co-author] (1995), The Dappled World: A Study of the Boundaries of Science (1999) and Hunting Causes and Using Them (2007).


Discussion followed.

None known
Year(s) Of Engagement Activity 2014
URL http://www.hioa.no/eng/About-HiOA/SPS/node_1356/The-Grimen-memorial-lecture
 
Description The Irving Thalberg Memorial Lecture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Nancy Cartwright
Durham University
and
University of California, San Diego
"Moving on the Evidence-Based Policy: Experiments Versus the Modelling of Society"
Abstract: Science can help us build a better society. That's the point of evidence-based policy, which is proclaimed worldwide, in education, medicine, development, child welfare, justice, crime prevention, public health, and finance. It affects us all. And who could object to using good scientific evidence to inform our predictions about whether our proposed policies will work? The big question though is, 'What's good evidence?' I want to focus on one central issue: Should we experiment or should we model? I say both, lots of both.

Discussion followed.

None known.
Year(s) Of Engagement Activity 2013
URL http://phil.uic.edu/philosophy/calendar/2013/03/11/colloquia/irving-thalberg-memorial-colloquium-nan...
 
Description The Lewis Burke Frumkes Lecture in Philosophy 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Nancy Cartwright (Durham University and UCSD)
Evidence-Based Policy: Where Morals and Methods Mix-and Not Always for the Best


Discussion followed.

None known.
Year(s) Of Engagement Activity 2013
URL http://philosophy.fas.nyu.edu/object/philo.newsevents.frumkes