Friday 13 September 2013

QALYs and conservation


I am interested in what conservation can learn from other scientific disciplines as it strives to tackle two of its biggest problems, a lack of knowledge and a lack of funds.  Adopting an evidence based approach to selecting conservation interventions, as has been achieved in medicine, has been proposed as a solution to tackling the lack of knowledge conservation suffers from.  With regards to funds, conservation must generate more funds and use these funds as effectively as possible.  Here again, the NHS offers a lesson.  The NHS’ budget has long been insufficient to offer all treatments to all patients, as a solution a scientific method has been put in place to ensure that the resources are used optimally, to save the most lives and increase life quality as much as possible.  I will explore what conservation can learn from how the NHS achieves this.

Finite resources force tradeoffs.  Tradeoffs entail valuation, either implicit or explicit.
When utilising finite resources, a decision to pursue one course of action/invest in one intervention means deciding not to invest in another option.  Thus, the intervention which is chosen is valued (implicitly or explicitly) more highly than the option(s) not chosen.  When different interventions require different amounts of resources then the situation becomes more complicated but the principle remains, the option which is chosen is judged to be of greater value than the options not chosen.

The NHS’ finite budget forces it to make tradeoffs between different treatments.
The NHS has a finite budget which it can spend on treatments.  This budget is not large enough to provide every proven treatment.  As a result, according to the NICE (the National Institute for Health Care and Excellence) website ‘The enormous costs (of different treatments) mean that choices have to be made’.  These choices are tough choices, choosing between offering a drug to extend the life of a cancer patient by a few months or years and using this money to provide other treatments.  As stated on the NICE website ‘It makes sense to focus on treatments that improve the quality and/or length of someone's life and, at the same time, are an effective use of NHS resources’ (my emphasis).  It is because health and life are so important that these choices are so difficult and it is because these choices are so difficult that a rigorous and scientific system needs to be in place to ensure the correct decisions are made.  In this blog I will examine in more detail how the NHS does this, paying particular attention to the two phrases I’ve highlighted in bold, considering similarities in and lessons for conservation science.

‘Focus on treatments that improve the quality and/or length of someone’s life’:
The NHS’ finite budget means that choices must be made between different treatments for the same and different conditions.  This raises the question ‘how do you compare the cost of losing a leg against the cost of losing sight in one eye or both eyes against the cost of chronic back pain taking into account the effect of the treatment on the patient’s life expectancy?’  What is required is a common currency which allows the benefits of different treatments to be compared.  The currency used is the QALY (Quality Adjusted Life Year). 

To calculate the QALY for a treatment the quality of life of an individual with and without treatment must first be quantified as between 0 (death), and 1 (that of a healthy individual).  By multiplying the additional quality of life resulting from the treatment against the patient’s life expectancy, the Quality Adjusted Life Years resulting from the treatment is calculated (more information can be found here).  The resulting QALY is a standardised measure of the benefit of a treatment and can be compared to any other treatment.

 ‘It makes sense to focus on treatments that ... are an effective use of NHS resources’
Not all treatments offer equally high QALYs and not all treatments are equally expensive.  A treatment which resulted in a great increase in the patient’s quality of life and/or life expectancy may not be offered on the NHS if the price is too high.  Again, NICE use a simple and explicit method to overcome this problem: the cost of the treatment is divided by its QALY value to give £ per QALY (the chosen measure of cost effectiveness) as you can see on their website here

I believe that QALYs offer conservation two lessons:
1.       When choosing between different conservation options a common currency is required to compare these different options
2.       The calculation of the benefits of pursuing each option (expressed in the common currency) must be made explicit
I will explore these lessons throughout this blog.

Optimally utilising a predetermined, finite budget.
So what would be the equivalent of a QALY in conservation?  I suggest that the simplest currency, which requires the least number of assumptions and arbitrary valuations, should be used to compare the costs and benefits of different options.  Take for instance a zoo deciding how best to use its resources.  The zoo may aim to maximise the number of different species in the zoo in which case the cost per extra species maintained in zoo could be used.  This might be adjusted to reflect preference for different species (in the same way different treatments are weighted depending on the change in quality of life they offer) e.g. an ape may be worth 3 (other) mammal species and each mammal may be worth 10 bird species (with the exception of penguins) which in turn may each be worth 10 invertebrate species.  Or perhaps, if the zoo’s aim was to reintroduce species to the wild, the zoo would use estimated cost per successful reintroduction of a species.  If the zoo aims to maximise visitor stay at the zoo then sum visitor time spent at enclosure per species could be used.  If education was the aim then a measure of change in knowledge and/or values resulting from visitors visiting the enclosure could be used.  I’m not suggesting how every zoo should be run, I’m trying to demonstrate that making your decision process explicit forces you to identify what it is that you base your decisions on and how you weight these decisions.  When public money is being spent then this is especially important.

Using economic valuation as the common currency
Suppose a conservation organisation has to choose between 3 projects, one will safeguard water quality, another will improve the health of pollinator populations and the third will increase carbon sequestration.  If all three projects cost the same, how should the organisation choose between the alternative uses of its resources?  I suggest that a common currency (like the QALY) is needed so that the projects can be compared.  This currency should require the minimal number of assumptions and arbitrary valuations.  The best attempt to achieve this so far is the Ecosystem Services approach which uses, as its common currency, monetary valuation.  For example, the avoided cost of building a new water treatment plant, the avoided cost of pesticide and benefit or larger crop yield and the avoided cost of climate change (calculated using carbon prices which already exist).  These conversions between different currencies, from water quality to avoided cost of a water treatment plant can be calculated scientifically, minimising the need for assumptions and arbitrary valuations whilst making those assumptions and arbitrary valuations explicit.

Comparing conservation to non conservation options, conservation must use the currency of decision makers.
Now suppose that a government has to decide between 3 project proposals concerning a plot of land, a large motorway verge for example.  The first project is a conservation one which will entail the planting native tree species leading to an increase in carbon sequestration and water quality, the second will build shops which will generate revenue via rent and VAT and the third will ensure that the land use, which has no net economic cost, does not change.  As when comparing different conservation options, a common currency is required to directly compare the 3 different projects.  The benefits of the second and third projects are easily estimated and expressed in monetary terms.  To compare these benefits to that of the first project either the economic benefit (or cost if the benefit is negative) of the second project must be converted into an equivalent amount of carbon sequestration and water quality improvement or vice versa.  As the first is very unlikely, the Ecosystem Services approach, by converting the value of the carbon sequestration and water quality improvement to monetary terms, allows comparison of all three projects such that the conservation option is included and well represented in the decision making process.

NICE doesn’t have to make decisions between increasing health or increasing GDP, that’s why they can stick to QALYs, a currency one step removed from explicit economic valuation.  But individuals and organisations comparing conservation with business opportunities use the currency of money.  Economic valuation is the language spoken.  This must be the QALY of conservation.  It is this which conservation must adopt in order to ensure the value of nature can be compared to the value of other options so that it may be included in the decision making process.  I acknowledge that occasionally, and only occasionally, the currency the government uses to make decisions is public support/protest.  In these instances public support for a conservation option/opposition to the alternative may influence a decision.  However, public support for conservation options has, historically, been hugely insufficient.  This is why I believe that economic valuation is required.


We are a long way off of accurately valuating Ecosystem Services.  In fact, before conservation ‘treatments’ can even been assigned a QALY value they must be demonstrated to be effective via a rigorous scientific valuation.  Many conservation ‘treatments’ are used without ever being effective; conservation’s knowledge problem.  This is why a transparent method, like that used by NICE, is so necessary.  By making our implicit valuations and assumptions explicit, we make criticism and adjustment in the face of new information simpler.  It is because nature, like our health, is so important, that a rational, scientific method is required when it comes to using our limited resources.  If you still disagree, if you believe that explicitly valuing nature is fundamentally wrong then please stop to consider that, if you live in the UK, every aspect of your health is valued relative to every other and has its value.  If you are unfortunate to contract renal cancer then the NHS won’t cover the full cost of treatment ‘sunitinib’, proven to be effective, because it is too expensive (http://news.bbc.co.uk/1/hi/health/7546879.stm).