Background
An increasing number of health-care systems, both public and private, such as managed-care organizations, are adopting results from cost-effectiveness (CE) analysis as one of the measures to inform decisions on allocation of health-care resources. It is expected that thresholds for CE ratios may be established for the acceptance of reimbursement or formulary listing.
Objective
This paper provides an overview of the development of and debate on CE thresholds, reviews threshold figures (i.e., cost per unit of health gain) currently proposed for or applied to resource-allocation decisions, and explores how thresholds may emerge.
Discussion
At the time of this review, there is no evidence from the literature that any health-care system has yet implemented explicit CE ratio thresholds. The fact that some government agencies have utilized results from CE analysis in pricing/reimbursement decisions allows for retrospective analysis of the consistency of these decisions. As CE analysis becomes more widely utilized in assisting health-care decision-making, this may cause decision-makers to become increasingly consistent.
Conclusions
When CE analysis is conducted, well-established methodology should be used and transparency should be ensured. CE thresholds are expected to emerge in many countries, driven by the need for transparent and consistent decision-making. Future thresholds will likely be higher in most high-income countries than currently cited rules of thumb.
Identifying the optimal allocation of available
resources to maximize health will be the key challenge
to health-care systems such as government
agencies and managed-care organizations over the
next decade. Medical research is expected to continue
to produce an ever-increasing number of alternatives
for the detection, prevention, and treatment
of diseases. However, budgetary constraints will not
allow health-care systems to make all of these available
for everybody. This is probably recognized by
health-care decision-makers in many countries, but
their response to the challenge is, as yet, heterogeneous.
Some have implemented an explicit or semiexplicit
approach to guiding resource-allocation
decisions by formal health-economic analysis, the
most popular approach currently being the costeffectiveness
(CE) analysis. This is frequently used
in decision making in some countries, for example,
Australia, Canada, Sweden, and the United Kingdom
(UK). In most other countries, formal economic
analysis is not yet a key input into the
decision-making process [1]. However, there is an
increasing awareness that resource allocation must
be addressed in a systematic rather than intuitive
manner. Several countries have recently introduced
guidelines or legislation to mandate CE assessment
of at least some aspects of health care, most often
for the reimbursement of pharmaceuticals [2].
It is therefore reasonable to expect that decisions
about resource allocation will increasingly rely on
CE analysis. Inevitably, this will call for more transparency
and consistency in the decision-making
process and, in turn, for the definition of what policymakers
regard as an “acceptable threshold” of
cost-effectiveness below which they will make available a technology and above which they will ration
access. It is recognized that a number of issues of
cost-effectiveness assessment remain the subject of
debate. However, this paper is not concerned with
the technical limitations of CE analysis as such. We
review the current concept of and debate on thresholds
and discuss recent reports indicative of emerging
CE thresholds. In the last section, we explore
how thresholds are expected to evolve in future.
Explicit rationing is unpopular or actively discouraged
[62], but implicit (and sometimes erratic)
rationing balances budgets and maintains the system
[63]. Over the past decade, an increasing
number of health-care policymakers and managers
have embraced health economics, and in particular
CE analysis, as a tool for making allocation of
resources more rational. The performance of such
analyses and the appraisal of their results have
direct cost, and the implicit costs of delaying accessto potentially beneficial health-care technologies
[64]. Hence, conducting or requesting them makes
sense only if their results are used in an appropriate
way for allocation of scarce resources.
While CE analysis may have been intended to be
a tool for cost-containment in the first place, this is
not its proper use. Such studies may help detect
underutilization as well as overutilization of healthcare
resources. What health-systems managers also
may have overlooked, is the fact that CE analysis
opens up to scrutiny their decision-making process,
and the consistency of this process. The systematic
analyses of the consistency of Australian and UK
decision-making bodies [13,20] are but the first
examples of things to come. In the face of public
scrutiny, and a number of groups with strong economic
interests in the allocation of healthcare
resources, policymakers will be forced to become
increasingly consistent. We cautiously predict that it
is only a matter of time before this will move to a
situation with explicit threshold values for costeffectiveness.
Considerations of cost-effectiveness
will likely become only one of several criteria for
resource allocation. Hence, the development of soft
thresholds with upper and lower boundaries is more
likely, and more sensible, than rigid implementation
of a single CE criterion.
Over the past decades, the quality of clinical evidence
has become the primary criterion for accepting
and funding of health-care technology.
Likewise, well-established methodology and valid
and reliable data should be used and transparency
should be ensured, when CE analysis is conducted.
Moreover, economic efficiency in allocation of
resources for health requires that the marginal
health gain per $ spent be equal across investments.
Hence, all interventions should logically be
held up to the same standards of assessment and
threshold levels. It has been pointed out that setting
separate ceiling targets, e.g., for pharmaceutical
expenditure, may not achieve the most efficient
use of the overall health-care budget [2], and is difficult
to defend.
Increased explicitness about health-care rationing
is expected to lead to controversy, as rationing
decisions are likely to be challenged at the individual-
patient level and by interest groups or organizations
[15,65]. The welcome consequence of this,
for health-care providers and health-systems managers
alike, is that health-care funding is also
expected to increase as a result of public debate,
when the political costs of open rationing become
apparent. As a consequence, CE thresholds in most
high-income countries may eventually be higher
than currently cited rules of thumb. The general
public’s preparedness, at least in some countries, to
increase resources to health care, even through
higher taxation, is supported by preliminary
evidence [17,66].
Such debate may also help redress allocation
inefficiencies between lifesaving interventions in
the health sector and other sectors [12]. We have
discussed the substantial differences in costeffectiveness
of lifesaving interventions across sectors.
Budget allocation decisions for the funded
programs may or may not have been based on formal
CE analysis, but may also have been driven by
political priorities, environmental, or other concerns.
Nonetheless, as Tengs et al. [12] pointed out,
“this kind of variation is unnerving,” because economic
efficiency in promoting survival would also
require that the marginal benefit per $ spent be
equal across sectors.
It appears reasonable to expect that emerging
thresholds will not be identical in different countries.
The ability to pay for a given intervention
varies with income level, even when costs and
effectiveness are similar. This problem may also
become apparent within the European Union (EU)
as membership is extended to countries in Eastern
Europe with much lower income levels. Different
CE thresholds in the EU may give rise to tension
and, perhaps, to the establishment of a healthequalization
fund to defuse inter-country equity
issues.
We hope that our discussion of factors influencing
CE thresholds will help to point out more
rational routes to arrive at a threshold than by perpetuating
old rules of thumb. When discussing
thresholds, it is time to say goodbye to the appeal of
round numbers.