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Tropical Medicine and International Health

volume 9 no 2 pp 281–291 february 2004




Strengthening health services to control epidemics: empirical
evidence from Guinea on its cost-effectiveness
Wim Van Damme and Wim Van Lerberghe

Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium



                        objective To assess the cost-effectiveness of control measures implemented against epidemics in
Summary
                        Guinea, West Africa.
                        methods We collected all routine data available on incidence, mortality, control measures imple-
                        mented and their cost during epidemics of cholera, measles and meningococcal meningitis in 1993–95.
                        Then we estimated for one prefecture the effectiveness and cost-effectiveness of epidemic control
                        measures for three scenarios: (i) ‘natural’ situation, (ii) ‘routine’ health services and (iii) ‘intervention’.
                        Where uncertainty was considerable, we used sensitivity analysis and estimated ranges.
                        findings Routine health services reduced potential deaths by 51% (67%, 37% and 60% for cholera,
                        measles and meningitis, respectively), and additional interventions further decreased potential deaths by
                        28% (28%, 27% and 30% for cholera, measles and meningitis, respectively). The marginal cost-
                        effectiveness of epidemic control measures in routine health services was US$29 per death averted. The
                        marginal cost-effectiveness of additional interventions was US$93 per death averted.
                        conclusion Even with the data weaknesses that characterize situations of epidemics it is possible to
                        show that strengthening health services to control epidemics as was performed in Guinea was highly
                        cost-effective. Moreover, sensitivity analysis over a range of assumptions confirms that (i) well-func-
                        tioning health services averted the major part of avoidable deaths, (ii) combining existing health services
                        with additional interventions minimizes the health impact of epidemics and (iii) case management should
                        be a cornerstone of control of epidemics of cholera, measles and meningococcal meningitis.

                        keywords epidemics, cost-effectiveness, health services, cholera, measles, meningococcal meningitis


                                                                        ‘interventions’ are more a question of choice and judge-
Introduction
                                                                        ment. To a large extent, the choice of response package and
Large-scale epidemics of infectious diseases, such as                   the balance between working through routine services and
measles, cholera and meningococcal meningitis, are fre-                 additional interventions are questions of cost-effectiveness.
quent throughout sub-Saharan Africa and cause substantial               But the fear, urgency and time pressure during epidemics
excess mortality. A rational choice of measures to reduce               may blur rational decision-making and complicate sound
the impact of an epidemic would have to consider not only               judgement (Van Damme & Van Lerberghe 2000).
potential effectiveness, but also the cost, the feasibility and            The evidence base for many emergency health interven-
the acceptability of implementing the control measures                  tions remains weak (Sondorp et al. 2001). Except for work
envisaged.                                                              on meningococcal meningitis (Veeken et al. 1998), the
   Measures to be taken in response to a particular                     cost-effectiveness of measures to control epidemics in sub-
epidemic threat are often within the reach – and remit – of             Saharan Africa has not been documented systematically.
‘routine’ health service activities (e.g. pre-emptive measles           This is not surprising given the operational difficulties of
vaccination, or case management of patients with diar-                  collecting such documentation in the often-chaotic cir-
rhoea, meningitis or measles); other measures may have to               cumstances that characterize epidemics (Banatvala & Zwi
be organized separately, as specific additional ‘interven-               2000).
tions’ (e.g. a mass emergency vaccination campaign) (Bres                  This paper examines the marginal cost-effectiveness
                                                              `
1986).                                                                  of epidemic control measures by ‘routine’ health services
   Case management, and particularly the involvement                    and additional, specially set-up ‘interventions’ as they
therein of the ‘routine’ health services, is an impera-                 were organized for the control of cholera, measles and
tive during an epidemic, not a choice. Additional                       meningococcal meningitis in the Forest Region of Guinea,


                                                                                                                                   281
ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                                      volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



West-Africa, in the early nineties. With all their weaknes-               collections of Institute of Tropical Medicine, Antwerp, and
ses, the Guinea data are sufficiently sound to allow for a                 London School of Hygiene and Tropical Medicine, on
robust assessment.                                                        cholera, measles and meningococcal meningitis.


                                                                          Epidemic control measures
Methods
                                                                          Measles vaccination and case management for cholera,
Study area and data sources
                                                                          measles and meningitis were part of the routine functioning
                                                                          of the health services. The only change in the routine
Guinea, West Africa, is one of the poorest countries in the
                                                                          during epidemics was a decision to provide care, free of
world. Between 1990 and 1996 some 500 000 refugees
                                                                          charge for all patients with cholera and meningitis, even in
from Liberia and Sierra Leone arrived in the Forest Region
                                                                          facilities functioning on a cost-recovery basis. Additional
of Guinea (Van Damme 1995). Most settled among the
                                                                          ‘interventions’ aimed at further reducing the impact of
host population, <20% in refugee camps (Van Damme
                                                                          epidemics were implemented. From 1990, with the arrival
1999). The basic reaction of the Forest Region’s health
                                                                          of Liberian refugees in Macenta, mobile measles vaccin-
authorities after the influx of the refugees in their area was
                                                                          ation teams were launched. When cholera and meningo-
to strengthen and expand the development of the network
                                                                          coccal meningitis epidemics broke out, additional mobile
of health centres and health posts, and to set up a disease
surveillance system. With the help of the refugee-assistance              support teams started to implement the control activities
programme, the health system was well established by                      that are listed in Table 1. For the purpose of this study,
                                                                          three scenarios are distinguished: (i) a ‘natural’ situation, in
1991, assuring access to health care throughout the region
                                                                          the absence of any health care, which served as the
for refugees and the local population alike (Van Damme
                                                                          baseline; (ii) a ‘routine’ situation where routine health
et al. 1998). This study concerns the prefecture of
                                                                          services are functioning, without any additional epidemic
Macenta, with a population of 355 000 inhabitants.
                                                                          control measures and (iii) an ‘intervention’ situation, as
Macenta was the prefecture worst hit by epidemics:
                                                                          was the case in Guinea, where routine health services were
between 1993 and 1995 – the period covered in this study –
                                                                          strengthened and additional epidemic control measures
it experienced one epidemic each of cholera, measles and
                                                                          implemented (Table 1).
meningococcal meningitis. It was also the prefecture with
the best health care network and the best routine data.
These routine data are complemented with (i) vaccination
                                                                          Effectiveness
coverage surveys; (ii) relevant documents from Ministry of
                                                                          We did the assessment of the effectiveness of the epidemic
Health and ‘Medecins Sans Frontieres’, including their
                ´                   `
                                                                          control measures in three steps, using the sources men-
bookkeeping for costing purposes; (iii) in-depth interviews
                                                                          tioned above. The first step was to estimate the number of
with health authorities, health workers, ‘Medecins Sans
                                              ´
                                                                          cases and of deaths during the various epidemics as they
Frontieres’ staff and key informants from Ministry of
       `
                                                                          occurred, in the ‘intervention’ scenario. These estimates are
Health, UNHCR and other agencies and (iv) an extensive
                                                                          based on notification data, completed with data from the
literature search in Medline and through the library



Table 1 Overview of epidemic control scenarios (and total estimated marginal cost), Macenta, 1993–95

Scenario              Cholera control activities               Measles control activities        Meningococcal meningitis control activities

‘Natural’             None                                     None                              None
‘Routine’             Case management of diarrhoea             Routine A: case management        Case management in hospitals (US$14 980)
                       in health centres and hospitals          in health centres (US$7400)
                       (US$17 500)                              and routine B: pre-emptive
                                                                vaccination in health centres
                                                                (US$20 780 – 63 080)
‘Intervention’        Improved case management                 Pre-emptive vaccination by        Intervention A: improved case management
  (actual scenario)    in cholera treatment centres             mobile teams (US$31 080)          in health centres with intensive training
                       linked to existing health facilities,                                      support (US$11 235) and intervention B:
                       with intensive support from                                                mass reactive vaccination campaign
                       specialised teams (US$53 350)                                              (US$52 000)



282                                                                                                               ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                                 volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



literature and expert opinion, to infer the number of deaths
that actually occurred from those that were notified. The
                                                                                                      Cost of basic              Cost of basic
second step consisted of estimating what that burden                                                   health care                health care
would have been in the ‘natural’ situation. We used                                                      system                     system
different methods, either extrapolation from the interven-
                                                                                                      Marginal cost             Marginal cost
tion scenario doing backward adjusting using intervention                                              for ‘routine’             for ‘routine’
effectiveness and coverage information; or natural history                                                                      Marginal cost for
data from primary and secondary sources, combined with                                                                           ‘intervention’
case-fatality rates (CFRs) available in the literature.




                                                                  Range
Numbers of deaths averted thus become sensitive not only
to errors in counting how many actually occurred, but also                                              Deaths                     Deaths
in estimating ‘what would have occurred if…’. One way to                                              averted by                 averted by
deal with such an amount of uncertainty is to use                                                      ‘routine’                  ‘routine’
                                                                           Potential
sensitivity analysis over a range of assumptions to test the




                                                                                              Range
                                                                          number of
robustness of any conclusions (Briggs et al. 1994;                          deaths                                                 Deaths
                                                                            due to                     Residual
Campbell & Torgerson 1997). We calculated effectiveness                                                                           averted by




                                                                                                                        Range
                                                                           epidemic                   number of                 ‘intervention’
of interventions with low-end and high-end estimations,                                                 deaths                    Residual
where the range of uncertainty was large. We only report                                                                         number of
                                                                                                                                   deaths
the extrapolations over the full range of uncertainty in
those instances where they might invalidate conclusions or                  Baseline                     Baseline                   Baseline
add useful qualifications. Else we report only the extra-                    mortality                    mortality                  mortality
polations on the most likely data points. The third step
consisted of apportioning the difference between the
estimates of step 1 and step 2 to either the impact of the                  ‘Natural’                   ‘Routine’                ‘Intervention’
                                                                                                         situation:                 situation:
                                                                            situation:
routine health services or to the additional specific
interventions, resulting in number of deaths averted                                                   Only routine             Routine services +
                                                                          Absence of any
                                                                                                      health services               additional
                                                                           health care
because of ‘routine’ health services or ‘intervention’. This                                                                      interventions
allowed for assessing the potential of relying only on
                                                                 Figure 1 Excess mortality of an epidemic in ‘natural’, ‘routine’
routine health services to react to (the threat of) epidemics,
                                                                 and ‘intervention’ scenarios, with corresponding marginal effects
and the marginal effectiveness of organizing ‘additional’
                                                                 and costs of control efforts.
interventions alongside the work through the ‘routine’
services. These various categories are summed up in
Figure 1.
                                                                 population, but has the advantage of being feasible and
                                                                 straightforward (World Bank 1993b). The total marginal
Cost and cost-effectiveness
                                                                 cost of the epidemic control measures in the ‘routine’ and
                                                                 ‘intervention’ scenarios is then divided by the effect of the
The economic analysis took the health service perspective,
                                                                 strategy, in terms of number of deaths averted, to calculate
assessing only the direct costs for service provision during
                                                                 the marginal cost per death averted in each of the
the epidemics. We did not attempt to estimate opportunity
                                                                 scenarios.
costs. All costs are estimated in US$, with 1995 as the
reference year. The total cost of the basic health care
system in Macenta has been estimated at US$3 per capita
per year (Van Damme 1998). The marginal cost, or sunk            Results
cost, of dealing with the epidemics was defined as the
                                                                 Cholera control
additional direct cost of vaccines, drugs, material, vehicles,
                                                                 Cases, deaths and deaths averted. In 1995 in Macenta
extra staff, etc. incurred because of the activities through
                                                                 6340 cases of cholera were recorded, of which 111 died, a
the routine health services (marginal cost for ‘routine’) plus
                                                                 reported CFR of 1.8%. We estimate that most cases were
the marginal cost of additional control interventions
                                                                 reported: the population perceived cholera as a major
(marginal cost for ‘intervention’). This definition takes the
                                                                 threat, and the health authorities took special measures to
existence of the basic health service for granted, and does
                                                                 improve access to health services. It is unlikely that cases of
not take into consideration opportunity costs for the health
                                                                 cholera would occur without the patients and their
system nor the direct and opportunity costs for the


                                                                                                                                                 283
ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                                volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



Table 2 Efficacy and effectiveness of epidemic control activities used

                                                                                                   Community effectiveness in the
                                             Efficacy, as documented in the literature              field situation in Guinea

                                             Vaccine efficacy:         Efficacy of case management: Reduction in Reduction
Epidemic control activities                  reduction in attack rate reduction in CFR*           attack rate  in CFR

Cholera case management: oral and                                       50% fi 1–2%                                 50% fi 10–20%(?)
 intravenous rehydration
 (Bres 1986; Hanquet et al. 1997)
     `
Pre-emptive measles vaccination            85%                                                     60%
 (Halsey et al. 1985; Bennett et al. 1990)
Measles case management:                                                 5% fi 1.25%à                                5% fi 2.5%(?)
 prevention and treatment of                                            10% fi 2.50%                                10% fi 5%(?)
 complications (Foster et al. 1993;
 Aaby 1995)
Reactive meningococcal meningitis           90%                                                    50%(?)
 vaccination (Moore et al. 1990)
Meningococcal meningitis case                                           50% fi 5–10%                                   50 fi 20%(?)
 management: antibiotherapy (Bres 1986)
                                  `

CFR, case fatality rate; (?), order of magnitude.
* Estimation of the reduction in CFR from the ‘natural’ CFR to the lowest possible CFR with timely and optimal treatment.
  Measles vaccine efficacy is 85% when administered at 9 months of age; it is only 60–70% when administered at 6 months of age,
but increases to 95–98% at 15 months of age.
à CFR differs widely, probably depending on intensity of transmission (Aaby 1995). The efficacy of excellent case management was
reported to be 78% (Foster et al. 1993).




environment at least attempting to reach a treatment                    facilities to get the ‘natural’ CFR of 50% down to 20% or
centre. Rather, given the prevailing fear of cholera and the            to 10%. The number of deaths averted by ‘routine’ services
sensitive case-definition used, the figure of 6340 cases most             is then estimated between 951 and 2536. The ‘intervention’
probably contains a substantial number of false positives,              averted additionally between 184 and 1157 deaths.
possibly even up to 50%. A total of 6340 is therefore a
high-end estimate of the range of the actual number of                  Cost and cost-effectiveness. The total direct cost of the
cases of cholera that occurred during the epidemic –                    cholera control programme in Macenta was US$70 850.
intervention scenario – and 3170 a low-end estimate. The                We can estimate that exclusive reliance on routine health
number of deaths, however, 111, is probably an                          services would only have cost US$17 500, i.e. the marginal
underestimate, as a number of patients may actually have                cost for the medical supplies for the extra case-load. The
died before reaching a treatment centre. The actual number              ‘intervention’ required an extra US$53 350 for setting up,
may have been up to 20% higher, which gives a range for                 staffing and supervising the cholera treatment centres. The
number of deaths of (111–133), a CFR between 2% and                     resulting marginal cost per death averted was US$11 (range
4% (Table 3).                                                           between US$7 and US$18) for routine case management
  The case-fatality rate of untreated cholera is of the order           and US$80 (range between US$46 and US$290) for
of magnitude of 50% (Table 2). In the ‘natural’ scenario,               improved case management during the intervention
one could therefore have expected between 1585 and 3170                 (Table 3).
deaths from cholera in Macenta among the cases that
actually occurred. Deaths averted by a possible reduction
                                                                        Measles control
of incidence are not taken into account; they are probably
negligible.                                                             Cases, deaths and deaths averted. Measles epidemics
  With routine services alone one could have expected                   follow a triennial cycle in the Forest Region of Guinea.
between 317 and 1268 deaths among the 6340 cases,                       With a simple mathematical model it is possible to make an
depending on whether (i) one considers all cases as true                estimate of the measles attack rate (Black 1982; Anderson
cholera cases, and whether (ii) one expects unassisted health           & May 1992; Foster et al. 1993). In a ‘natural’ situation,


284                                                                                                         ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                               volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



Table 3 Effectiveness and cost-effectiveness of cholera control

                                                           Deaths midpoint    Deaths averted     Marginal     Marginal cost per
Scenario          Activities           Cases (range)       [range]            midpoint [range]   cost         death averted (range)

Natural           None                 4755 (3170–6340)    2378 (100%)*       0                  0            0
                                                           [1585–3170]
Routine           Case management      4755 (3170–6340)    793 (33%)*         1585 (67%)*        +US$17 500   US$11 (7–18)
                   in health centres                       [317–1268]         [951–2536]
                   and hospitals
Intervention      Improved case        4755 (3170–6340)    122 (5%)*          +671 (28%)*        +US$53 350   US$80 (46–290)
                   management in                           [111–133]          [184–1157]
                   cholera treatment
                   centres

* Proportion of potential deaths in ‘natural’ scenario.



Table 4 Effectiveness and cost-effectiveness of measles control

                                                Deaths             Deaths averted           Marginal          Marginal cost per
Scenario          Activities           Cases    midpoint [range]   midpoint [range]         cost (range)      death averted (range)

Natural           None                 37 000   2775 (100%)*       0                        0                 0
                                                 [1850–3700]
Routine A         Case management      37 000   2497 (90%)*         278 (10%)* [185–370]    US$7400           US$27 (20–40)
                   in health centres             [1665–3330]
Routine B         +vaccination in      25 900   1748 (63%)*        +749 (27%)* [499–999]    +US$41 930        US$56 (21–126)
                   health centres                [1165–2331]                                (20 780–63 080)
Intervention      +vaccination by      14 800   999 (36%)*         +749 (27%)* [499–999]    +US$31 080        US$41 (31–62)
                   mobile teams                  [666–1332]

* Proportion of potential deaths in ‘natural’ scenario.



i.e. without vaccination, 10.4% of the total population, i.e.          these assumptions the ‘intervention’ (i.e. routine case
some 37 000 children in Macenta, would get measles                     management + vaccination in health centres + vaccination
during one 3-year cycle. In the absence of any case-                   by mobile teams) would have averted 22 200 measles
management the CFR would be between 5% and 10%                         cases and 666 to 1332 deaths.
(Assaad 1983), resulting in between 1850 and 3700 deaths                 ‘Routine’ case management alone would have averted
(Table 4).                                                             185–370 deaths among the 7400 children reached. The
   In Guinea, only some 20% of children with measles are               total contribution of health centres – case management +
seen in health facilities (Van Damme 1998). Conse-                     vaccination – would have averted 11 100 cases and
quently, for the ‘intervention’ scenario, we could not                 between 185 + 499 and 370 + 999 deaths.
assess the actual number of measles cases or deaths from
the cases notified. As an alternative we used guesstimates              Cost and cost-effectiveness. The unit cost of ambulatory
on the basis of vaccine coverage, the effectiveness of                 treatment of a case of measles in a health centre in
vaccination and of case management. In Macenta, overall                Guinea has been estimated at US$1 (Soucat et al. 1997).
coverage with measles vaccine was around 70%, with                     In Guinea, routine vaccination by health centres cost
health centres and mobile teams each accounting for                    US$8.80 per fully vaccinated child (which requires five
about half of this. We estimate vaccine effectiveness at               encounters) (Soucat et al. 1997). This includes investment
85%, assuming that factors decreasing vaccine effective-               in cold chain and transport. If one attributes one-fifth of
ness in field conditions (Kenya 1990; Luthi et al. 1997)                this cost to measles vaccination, the unit cost of measles
were balanced by a considerable proportion of children                 vaccination is US$1.76. If one, however, considers the
being vaccinated after 9 months of age. For the 20% of                 full investment cost, the cost is approximately US$5 per
measles cases managed in health centres, we assume a                   measles vaccination. The total cost for measles
reduction by 50% of the baseline CFR of (5–10%). Under                 vaccinations carried out by the health centres over the


                                                                                                                               285
ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                        volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



3-year period was US$23 000 or 65 300 (depending on                                      Total cost
the assumptions used). The total cost of vaccinations by
                                                                     $90 000
the mobile teams amounted to US$33 300
                                                                     $80 000
(approximately 30% for the vaccines, and the rest for the
mobile teams). Vaccination by mobile teams and by                    $70 000
health centres saved some US$2220 each in treatment                  $60 000
costs (Table 4 and Figure 2).
                                                                     $50 000
  The marginal cost for measles case management
                                                                     $40 000
amounted to US$7400; for measles vaccination in ‘routine’
health services to between US$20 780 and 63 080; and for             $30 000
measles vaccination by mobile teams to US$31 080. Using              $20 000
these cost estimates, the cost per measles death averted
                                                                     $10 000
ranges between US$20 and 40 for case management in
                                                                            $0
health centres, between US$21 and 126 for vaccination in
health centres, and between US$31 and 62 for vaccination                             CM      CM + VHC CM + VHC +
                                                                                                        VMT
by mobile teams.

                                                                                     Deaths averted
Meningococcal meningitis control                                       2000
Cases, deaths and deaths averted. In 1993 in Macenta                   1800
539 cases of meningococcal meningitis were registered,                 1600
with 35 deaths, a CFR of 6.5%. We consider that                        1400
registration was near exhaustive, both for cases and for               1200
deaths, and thus use these data for the ‘intervention’
                                                                       1000
scenario. To establish the number of deaths in a ‘natural’
                                                                        800
epidemic, one has to estimate the attack rate and the
                                                                        600
CFR that would have occurred without vaccination
campaign or case management. In Macenta, vaccination                    400
was undoubtedly late and some might argue that it                       200
hardly prevented any cases (Veeken et al. 1998).                            0
However, assuming 90% protection among the 28% of                                   CM       CM + VHC CM + VHC +
the population that was vaccinated (the most optimistic                                                 VMT
hypothesis), the upper-end estimate of the ‘natural’
incidence would be 749, some 210 more cases than the                             Cost per death averted
registered 539. It is indeed unlikely that vaccination                $60
would have stopped transmission or influenced the
dynamics of the epidemic (Greenwood 1984; Begg 1995):                 $50
not only the coverage but also the timing of vaccination
plays a major role. The number of cases averted is                    $40
therefore more likely to be <210 (Table 5).
   In the absence of any treatment one would expect about             $30
half of the expected 749 cases of meningitis to die. We
                                                                      $20
estimate that in Guinea, case management in ‘routine’
health services would have brought the CFR down from
                                                                      $10
50% to 20%, averting 225 of the likely 375.
   It is worthwhile to make an additional simulation to
                                                                       $0
understand the relative contribution of improved case
                                                                                   CM        CM + VHC CM + VHC +
management and reactive vaccination for meningococcal
                                                                                                        VMT
meningitis. Accepting the high-end estimate of the impact
of vaccination – 210 cases prevented – improved case         Figure 2 Effectiveness and cost-effectiveness of measles control
management alone would have had to deal with a total of      strategies (midpoint estimates). CM, case management; VHC,
749 cases, but could have reduced the CFR from 20% to        vaccination in health centres; VMT, vaccination by mobile teams.


286                                                                                                   ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                                                              volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



Table 5 Effectiveness and cost-effectiveness of control of meningococcal meningitis

                                                                                                                     Deaths                            Marginal cost
Scenario           Activities                                                   Cases Deaths                         averted             Marginal cost per death averted

Natural        None                                                             749         375    (100%)*   0                           0                 0
Routine        Case management in hospitals                                     749         150    (40%)*  225 (60%)*                    +US$14 980        US$67
Intervention A Improved case management in health centres                       749          48    (13%)* +102 (27%)*                    +US$11 235        US$110
Intervention B + mass reactive vaccination campaign                             539          35    (9%)*   +13 (3%)*                     +US$47 800        US$3677

* Proportion of potential deaths in ‘natural’ scenario.


6.5% – the CFR observed – averting 102 deaths, leaving
                                                                                           Cost-effectiveness of control of epidemics
48. Adding reactive vaccination to improved case man-
agement further reduces the number of deaths to 35,                                        All routine activities together roughly halved potential
averting 13 additional deaths.                                                             deaths from epidemics: 51% for the three diseases combined
                                                                                           (67% by cholera case management, 37% by measles case
Cost and cost-effectiveness. The marginal cost of case                                     management and measles vaccination by health centres
management in ‘routine’ services, can be equated to the                                    combined and 60% by meningitis case management;
cost of medicines for meningococcal meningitis:                                            Figure 3 and Table 6). Additional interventions roughly
approximately US$20 per patient, or a total cost of                                        halved again the residual deaths: a further 28% for the three
US$14 980. For improved case management, including                                         diseases combined (28% by improved cholera case man-
extra supervision and support, the cost was estimated at                                   agement, 27% by measles vaccination by mobile teams and
US$35 per patient, similar to the cost documented in                                       30% by improved meningitis case management and menin-
Nigeria (Veeken et al. 1998), US$15 per patient more                                       gitis vaccination combined). Figure 4 summarizes the cost-
than ‘routine’ or a total marginal cost of US$11 235                                       effectiveness of the different epidemic control activities
(Table 5). The total cost of the 104 000 vaccinations in                                   studied. Meningitis vaccination is clearly less cost-effective
Macenta prefecture was US$52 000 (Varaine et al.                                           than any of the other measures.
1997). But vaccination may have saved up to US$4200                                           The three epidemics – in the absence of adequate control
of drugs, leaving a total marginal cost of US$47 800 for                                   measures – would have added a considerable number of
13 additional deaths averted, US$3677 per death                                            deaths to the annual death toll in Macenta (Figure 3). As it
averted.                                                                                   was performed, the intervention to control a cholera




                                                        7000

                                                                                                                                         Deaths averted by ‘routine’
                                                                                                                                         Deaths averted by ‘intervention’
                                                        6000

                                                                                                                                         Residual deaths

                                                        5000



                                                                                                   2837
                                                        4000
                                               Deaths




                                                                         6390
                                                        3000


                                                                                                                                                1027
                                                        2000                                       1535
                                                                                                                          1585
                                                                                                                                                749
                                                        1000
Figure 3 Deaths averted and residual
                                                                                                   1156
deaths of the three epidemics, compared                                                                                                          999
                                                                                                                          671
                                                                                                                                                                    225
                                                                                                                                   122                                          115
with the annual baseline mortality in                                                                                                                         35
                                                          0
Macenta (mid point estimates).                                 Baseline mortality (annual) Three diseases combined       Cholera               Measles             Meningitis




                                                                                                                                                                                 287
ª 2004 Blackwell Publishing Ltd
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W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



                                                                                                                                                     Table 6 Effectiveness and cost-effective-
                                                                                                                      Marginal cost                  ness of control of cholera, measles and
Scenario                     Deaths                            Deaths averted         Marginal cost                   per death averted              meningitis combined (midpoint estimates)
Natural                      5528 (100%)*                          0                  0                               0
Routine                      2691 (49%)*                        2837 (51%)*           +US$81 810                      US$29
Intervention                 1156 (21%)*                       +1535 (28%)*           +US$143 465                     US$93

* Proportion of potential deaths in ‘natural’ scenario.



$200                                                                                                                                        $4000
                                                                                         Marginal cost per death averted
             Marginal cost per death averted
                                                                                           by meningitis vaccination           $3677
$180
                                                                                                                                            $3500

$160
                                                                                                                                            $3000
$140

                                                                                                                                            $2500
$120                                                                                            $110

$100                                                                                                                                        $2000
                                                                                                           $93

                                                                           $80
 $80
                                                                                                                                            $1500
                                               $67
                                   $56
 $60
                                                                                                                                            $1000
                                                                                     $41
 $40
                                                           $29
                       $27
                                                                                                                                            $500
 $20       $11

 $0                                                                                                                                         $0
       Cholera case Measles case Measles Meningitis All routine           Cholera  Measles    Meningitis    All                Meningitis
       management management vaccination in case         activities      improved vaccination improved intervention              mass
                                                                                                                                                     Figure 4 Cost-effectiveness of different
                               health centres management                   case    by mobile    case     activities           vaccination
                                                                        management teams     management                        campaign

                                                                                                                                                     epidemic control activities (mid point
                               ‘Routine’                                           ‘Intervention’                                                    estimates).


epidemic adds US$0.15 per capita per year to the annual                                                          further 28% at an average marginal cost of US$93 per
average expenditure of US$3 per capita per year; and                                                             death averted.
controlling measles US$0.09 per capita. In the case of                                                             One should, however, treat these findings with caution,
meningitis US$0.13 per capita per year was spent for                                                             for several reasons. First, marginal costs per death averted
vaccination – with a very small yield in deaths averted –                                                        as calculated are approximate at most. We had to use
while the cost for improved case management was only                                                             different primary and secondary sources for cost estimates,
US$0.03 per capita per year. The routine health care                                                             of varying reliability and degree of detail. A systematic
system in the region, with its facilities, staff, vehicles and                                                   ingredient approach was thus impossible. Moreover, costs
cold chain, was already functioning and funded: donor                                                            were estimated as marginal to the routine health system.
inputs and official user fees amounted to a total of about                                                        Activities developed within existing facilities have a lower
US$3 per capita per year (Van Damme 1998). The total                                                             marginal cost than activities for which an additional
cost of the interventions was US$145 685. This adds 4.6%                                                         intervention was organized. However, this approach to
to the total cost of the routine health system, estimated at                                                     cost estimation was the best one could do with the
US$3195 000 for the triennial period.                                                                            available data, and is widely used (Mills 1985; World Bank
                                                                                                                 1993b). Our data did not allow applying more recent
                                                                                                                 guidelines on cost-effectiveness analysis (Johannesson &
Discussion
                                                                                                                 Meltzer 1998; Murray et al. 2000; Hutubessy et al.
In Guinea, reducing the burden of the epidemics was                                                              2001a,b).
mainly the work of the routine health services: they                                                               Second, effectiveness estimates also lack precision,
avoided some 51% of the potential excess mortality, at an                                                        because the assumptions used for attack rates and case
average marginal cost of US$29 per death averted. The                                                            fatality rates (CFRs) are imprecise. For instance, the
additional intervention to help control the epidemics, such                                                      50% natural CFR often quoted for cholera and meningo-
as mobile teams and cholera treatment centres, averted a                                                         coccal meningitis (Table 2) may not be universally valid.


288                                                                                                                                                                   ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                          volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



                                                                  in anxiety are difficult to measure and were not taken into
However, we accepted them for our analysis. Reported or
                                                                  account for the cost-effectiveness analysis in this paper.
estimated attack rates and CFRs are already imprecise
                                                                  Nevertheless, the bio-demographic burden and the psy-
(‘intervention’ situation), but attack rates and CFRs in the
                                                                  chological impact are both integral parts of what is
absence of any health care (‘natural’ situation), or in the
                                                                  perceived as an epidemic, both by health professionals and
absence of additional epidemic control measures (‘routine’
                                                                  by the population. In Guinea, the psychological impact
situation) are by necessity based on extrapolation. How-
                                                                  seemed influenced by factors such as the degree of
ever, despite these limitations, sensitivity analysis showed
                                                                  acquaintance with the diseases; the speed of transmission
that the conclusions are robust over a wide range of
                                                                  and the fear of further spread; the age groups involved; the
assumptions.
                                                                  perception of certain epidemics as being an ‘invasion from
   Third, cost per death averted is very sensitive to potential
                                                                  outside’; and the history of the disease in the area
number of deaths estimated. In environments with lower
                                                                  (VanDamme 1998). These factors may explain why chol-
measles CFR, such as southern Africa, or with higher
                                                                  era and meningococcal meningitis were perceived as major
meningitis attack rates, such as areas within the core of the
                                                                  threats, while measles was not, its higher mortality
Sahelian meningitis belt, cost-effectiveness estimates may
                                                                  notwithstanding.
differ significantly from Guinea.
                                                                     If epidemic control measures are as much a response to
   On the basis of its cost-effectiveness ratio, relying on
                                                                  fear as an attempt to avert surplus mortality, it seems
routine health services for controlling epidemics is an
                                                                  inadequate to measure the cost-effectiveness of epidemic
obvious first choice, with its 51% reduction of excess
                                                                  control measures exclusively in terms of cost per death
mortality (Figure 3) at US$29 per death averted
                                                                  averted (Van Damme & Van Lerberghe 2000). To spend
(Figure 4). One would presume, however, that in most
                                                                  US$47 800 in Macenta for meningitis vaccination to
countries, as in Guinea, the residual death toll of solely
                                                                  prevent 13 deaths is not cost-effective, in terms of deaths
relying on routine services would be humanely unaccept-
                                                                  prevented. If, however, one also considers this from the
able and politically unfeasible. Complementing the con-
                                                                  viewpoint of society, it may well have been worthwhile to
trol efforts of routine health services with specific
                                                                  spend that money to alleviate its fear through a highly
additional interventions, be it at a lower cost-effectiveness
                                                                  visible operation. After all, to allocate resources in this
ratio – a marginal cost of US$93 per death averted –
                                                                  (irrational) way is also the society’s choice. Health
eventually proved useful and affordable. This is partic-
                                                                  authorities in Guinea acknowledged that the impact of
ularly obvious in the case of measles (Figure 2). Although
                                                                  meningitis vaccination on the course of the epidemic would
case management alone was highly cost-effective (US$27
                                                                  be limited, but political pressure was so high that ‘not
per death averted), it would have reduced measles
                                                                  vaccinating was not an option’.
mortality only by 10%, clearly ‘unacceptable’. The best
                                                                     Well-functioning health services can play a prominent
strategy was undoubtedly the combination of all three
                                                                  role in handling complex emergencies, even of the scale of
activities.
                                                                  the refugee crisis in east Congo (Porignon et al. 1998). The
   An extra health budget of 4.6%, or US$0.14 per capita
                                                                  experience from Guinea shows that they can also be the
per year, to control such devastating epidemics seems a
                                                                  mainstay of the control of epidemics, even in severely
very reasonable amount. It represents only a very small
                                                                  resource-constrained situations. In Macenta, existing ser-
share of the US$12 per capita per year estimated necessary
                                                                  vices were functioning reasonably well – all things
by the World Bank for a minimum package of health
                                                                  considered – in part because the staff were paid decent
services (World Bank 1993a; World Bank 1993b), the
                                                                  wages and supply channels were adequate. In these
US$34 per capita per year judged necessary by the
                                                                  circumstances, relatively little extra support – targeted
Commission on Macroeconomics and Health (Commission
                                                                  supplies and training – was enough to further increase the
on Macroeconomics and Health 2001), or the cost of
                                                                  performance of the health system.
treating AIDS patients with antiretroviral drugs. For
                                                                     However, these obvious minimum conditions are often
managers or policy makers it provides good value for
                                                                  not met in sub-Saharan Africa, where health services
money; all the more as action on their part is usually taken
                                                                  usually lack the means and experience to tackle epidemics
on the basis of an overestimation of the epidemic’s threat.
                                                                  adequately. They may run out of stock of the necessary
Public health interventions tend to anticipate worst-case
                                                                  drugs, and may have difficulties coping with the increased
scenarios, with decisions made under considerable time-
                                                                  workload. But when they do function and get the means
constraints and on the basis of uncertain information
                                                                  to respond to an emergency situation they have the
(Van Damme & Van Lerberghe 2000).
                                                                  comparative advantage of providing case management,
   Moreover, epidemics do not only cause death, disease
                                                                  which is an essential part of addressing fear and panic,
and disability. They provoke fear and anxiety. Reductions


                                                                                                                          289
ª 2004 Blackwell Publishing Ltd
Tropical Medicine and International Health                                                  volume 9 no 2 pp 281–291 february 2004

W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea



and one of the most cost-effective interventions in various              Geographical Medicine (eds KS Warren & AAF Mahmoud)
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                                                                         diarrhoeal diseases. In: Refugee Health. An Approach to
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                                                                         Emergency Situations (ed. G. Hanquet) Macmillan, London and
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     ´                  `                                                Basingstoke, pp. 154–171.
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the Fund for Scientific Research – Flanders, Belgium                      473–477.
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  Authors
  Wim Van Damme (corresponding author) and Wim Van Lerberghe, Institute of Tropical Medicine, 155 Nationalestraat,
  2000 Antwerp, Belgium. E-mail: wvdamme@itg.be, isa@itg.be




                                                                                                                                291
ª 2004 Blackwell Publishing Ltd

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2004 Tmih Disease Control & Health Services In Guinea 1189

  • 1. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 Strengthening health services to control epidemics: empirical evidence from Guinea on its cost-effectiveness Wim Van Damme and Wim Van Lerberghe Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium objective To assess the cost-effectiveness of control measures implemented against epidemics in Summary Guinea, West Africa. methods We collected all routine data available on incidence, mortality, control measures imple- mented and their cost during epidemics of cholera, measles and meningococcal meningitis in 1993–95. Then we estimated for one prefecture the effectiveness and cost-effectiveness of epidemic control measures for three scenarios: (i) ‘natural’ situation, (ii) ‘routine’ health services and (iii) ‘intervention’. Where uncertainty was considerable, we used sensitivity analysis and estimated ranges. findings Routine health services reduced potential deaths by 51% (67%, 37% and 60% for cholera, measles and meningitis, respectively), and additional interventions further decreased potential deaths by 28% (28%, 27% and 30% for cholera, measles and meningitis, respectively). The marginal cost- effectiveness of epidemic control measures in routine health services was US$29 per death averted. The marginal cost-effectiveness of additional interventions was US$93 per death averted. conclusion Even with the data weaknesses that characterize situations of epidemics it is possible to show that strengthening health services to control epidemics as was performed in Guinea was highly cost-effective. Moreover, sensitivity analysis over a range of assumptions confirms that (i) well-func- tioning health services averted the major part of avoidable deaths, (ii) combining existing health services with additional interventions minimizes the health impact of epidemics and (iii) case management should be a cornerstone of control of epidemics of cholera, measles and meningococcal meningitis. keywords epidemics, cost-effectiveness, health services, cholera, measles, meningococcal meningitis ‘interventions’ are more a question of choice and judge- Introduction ment. To a large extent, the choice of response package and Large-scale epidemics of infectious diseases, such as the balance between working through routine services and measles, cholera and meningococcal meningitis, are fre- additional interventions are questions of cost-effectiveness. quent throughout sub-Saharan Africa and cause substantial But the fear, urgency and time pressure during epidemics excess mortality. A rational choice of measures to reduce may blur rational decision-making and complicate sound the impact of an epidemic would have to consider not only judgement (Van Damme & Van Lerberghe 2000). potential effectiveness, but also the cost, the feasibility and The evidence base for many emergency health interven- the acceptability of implementing the control measures tions remains weak (Sondorp et al. 2001). Except for work envisaged. on meningococcal meningitis (Veeken et al. 1998), the Measures to be taken in response to a particular cost-effectiveness of measures to control epidemics in sub- epidemic threat are often within the reach – and remit – of Saharan Africa has not been documented systematically. ‘routine’ health service activities (e.g. pre-emptive measles This is not surprising given the operational difficulties of vaccination, or case management of patients with diar- collecting such documentation in the often-chaotic cir- rhoea, meningitis or measles); other measures may have to cumstances that characterize epidemics (Banatvala & Zwi be organized separately, as specific additional ‘interven- 2000). tions’ (e.g. a mass emergency vaccination campaign) (Bres This paper examines the marginal cost-effectiveness ` 1986). of epidemic control measures by ‘routine’ health services Case management, and particularly the involvement and additional, specially set-up ‘interventions’ as they therein of the ‘routine’ health services, is an impera- were organized for the control of cholera, measles and tive during an epidemic, not a choice. Additional meningococcal meningitis in the Forest Region of Guinea, 281 ª 2004 Blackwell Publishing Ltd
  • 2. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea West-Africa, in the early nineties. With all their weaknes- collections of Institute of Tropical Medicine, Antwerp, and ses, the Guinea data are sufficiently sound to allow for a London School of Hygiene and Tropical Medicine, on robust assessment. cholera, measles and meningococcal meningitis. Epidemic control measures Methods Measles vaccination and case management for cholera, Study area and data sources measles and meningitis were part of the routine functioning of the health services. The only change in the routine Guinea, West Africa, is one of the poorest countries in the during epidemics was a decision to provide care, free of world. Between 1990 and 1996 some 500 000 refugees charge for all patients with cholera and meningitis, even in from Liberia and Sierra Leone arrived in the Forest Region facilities functioning on a cost-recovery basis. Additional of Guinea (Van Damme 1995). Most settled among the ‘interventions’ aimed at further reducing the impact of host population, <20% in refugee camps (Van Damme epidemics were implemented. From 1990, with the arrival 1999). The basic reaction of the Forest Region’s health of Liberian refugees in Macenta, mobile measles vaccin- authorities after the influx of the refugees in their area was ation teams were launched. When cholera and meningo- to strengthen and expand the development of the network coccal meningitis epidemics broke out, additional mobile of health centres and health posts, and to set up a disease surveillance system. With the help of the refugee-assistance support teams started to implement the control activities programme, the health system was well established by that are listed in Table 1. For the purpose of this study, three scenarios are distinguished: (i) a ‘natural’ situation, in 1991, assuring access to health care throughout the region the absence of any health care, which served as the for refugees and the local population alike (Van Damme baseline; (ii) a ‘routine’ situation where routine health et al. 1998). This study concerns the prefecture of services are functioning, without any additional epidemic Macenta, with a population of 355 000 inhabitants. control measures and (iii) an ‘intervention’ situation, as Macenta was the prefecture worst hit by epidemics: was the case in Guinea, where routine health services were between 1993 and 1995 – the period covered in this study – strengthened and additional epidemic control measures it experienced one epidemic each of cholera, measles and implemented (Table 1). meningococcal meningitis. It was also the prefecture with the best health care network and the best routine data. These routine data are complemented with (i) vaccination Effectiveness coverage surveys; (ii) relevant documents from Ministry of We did the assessment of the effectiveness of the epidemic Health and ‘Medecins Sans Frontieres’, including their ´ ` control measures in three steps, using the sources men- bookkeeping for costing purposes; (iii) in-depth interviews tioned above. The first step was to estimate the number of with health authorities, health workers, ‘Medecins Sans ´ cases and of deaths during the various epidemics as they Frontieres’ staff and key informants from Ministry of ` occurred, in the ‘intervention’ scenario. These estimates are Health, UNHCR and other agencies and (iv) an extensive based on notification data, completed with data from the literature search in Medline and through the library Table 1 Overview of epidemic control scenarios (and total estimated marginal cost), Macenta, 1993–95 Scenario Cholera control activities Measles control activities Meningococcal meningitis control activities ‘Natural’ None None None ‘Routine’ Case management of diarrhoea Routine A: case management Case management in hospitals (US$14 980) in health centres and hospitals in health centres (US$7400) (US$17 500) and routine B: pre-emptive vaccination in health centres (US$20 780 – 63 080) ‘Intervention’ Improved case management Pre-emptive vaccination by Intervention A: improved case management (actual scenario) in cholera treatment centres mobile teams (US$31 080) in health centres with intensive training linked to existing health facilities, support (US$11 235) and intervention B: with intensive support from mass reactive vaccination campaign specialised teams (US$53 350) (US$52 000) 282 ª 2004 Blackwell Publishing Ltd
  • 3. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea literature and expert opinion, to infer the number of deaths that actually occurred from those that were notified. The Cost of basic Cost of basic second step consisted of estimating what that burden health care health care would have been in the ‘natural’ situation. We used system system different methods, either extrapolation from the interven- Marginal cost Marginal cost tion scenario doing backward adjusting using intervention for ‘routine’ for ‘routine’ effectiveness and coverage information; or natural history Marginal cost for data from primary and secondary sources, combined with ‘intervention’ case-fatality rates (CFRs) available in the literature. Range Numbers of deaths averted thus become sensitive not only to errors in counting how many actually occurred, but also Deaths Deaths in estimating ‘what would have occurred if…’. One way to averted by averted by deal with such an amount of uncertainty is to use ‘routine’ ‘routine’ Potential sensitivity analysis over a range of assumptions to test the Range number of robustness of any conclusions (Briggs et al. 1994; deaths Deaths due to Residual Campbell & Torgerson 1997). We calculated effectiveness averted by Range epidemic number of ‘intervention’ of interventions with low-end and high-end estimations, deaths Residual where the range of uncertainty was large. We only report number of deaths the extrapolations over the full range of uncertainty in those instances where they might invalidate conclusions or Baseline Baseline Baseline add useful qualifications. Else we report only the extra- mortality mortality mortality polations on the most likely data points. The third step consisted of apportioning the difference between the estimates of step 1 and step 2 to either the impact of the ‘Natural’ ‘Routine’ ‘Intervention’ situation: situation: situation: routine health services or to the additional specific interventions, resulting in number of deaths averted Only routine Routine services + Absence of any health services additional health care because of ‘routine’ health services or ‘intervention’. This interventions allowed for assessing the potential of relying only on Figure 1 Excess mortality of an epidemic in ‘natural’, ‘routine’ routine health services to react to (the threat of) epidemics, and ‘intervention’ scenarios, with corresponding marginal effects and the marginal effectiveness of organizing ‘additional’ and costs of control efforts. interventions alongside the work through the ‘routine’ services. These various categories are summed up in Figure 1. population, but has the advantage of being feasible and straightforward (World Bank 1993b). The total marginal Cost and cost-effectiveness cost of the epidemic control measures in the ‘routine’ and ‘intervention’ scenarios is then divided by the effect of the The economic analysis took the health service perspective, strategy, in terms of number of deaths averted, to calculate assessing only the direct costs for service provision during the marginal cost per death averted in each of the the epidemics. We did not attempt to estimate opportunity scenarios. costs. All costs are estimated in US$, with 1995 as the reference year. The total cost of the basic health care system in Macenta has been estimated at US$3 per capita per year (Van Damme 1998). The marginal cost, or sunk Results cost, of dealing with the epidemics was defined as the Cholera control additional direct cost of vaccines, drugs, material, vehicles, Cases, deaths and deaths averted. In 1995 in Macenta extra staff, etc. incurred because of the activities through 6340 cases of cholera were recorded, of which 111 died, a the routine health services (marginal cost for ‘routine’) plus reported CFR of 1.8%. We estimate that most cases were the marginal cost of additional control interventions reported: the population perceived cholera as a major (marginal cost for ‘intervention’). This definition takes the threat, and the health authorities took special measures to existence of the basic health service for granted, and does improve access to health services. It is unlikely that cases of not take into consideration opportunity costs for the health cholera would occur without the patients and their system nor the direct and opportunity costs for the 283 ª 2004 Blackwell Publishing Ltd
  • 4. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea Table 2 Efficacy and effectiveness of epidemic control activities used Community effectiveness in the Efficacy, as documented in the literature field situation in Guinea Vaccine efficacy: Efficacy of case management: Reduction in Reduction Epidemic control activities reduction in attack rate reduction in CFR* attack rate in CFR Cholera case management: oral and 50% fi 1–2% 50% fi 10–20%(?) intravenous rehydration (Bres 1986; Hanquet et al. 1997) ` Pre-emptive measles vaccination 85%  60% (Halsey et al. 1985; Bennett et al. 1990) Measles case management: 5% fi 1.25%à 5% fi 2.5%(?) prevention and treatment of 10% fi 2.50% 10% fi 5%(?) complications (Foster et al. 1993; Aaby 1995) Reactive meningococcal meningitis 90% 50%(?) vaccination (Moore et al. 1990) Meningococcal meningitis case 50% fi 5–10% 50 fi 20%(?) management: antibiotherapy (Bres 1986) ` CFR, case fatality rate; (?), order of magnitude. * Estimation of the reduction in CFR from the ‘natural’ CFR to the lowest possible CFR with timely and optimal treatment.   Measles vaccine efficacy is 85% when administered at 9 months of age; it is only 60–70% when administered at 6 months of age, but increases to 95–98% at 15 months of age. à CFR differs widely, probably depending on intensity of transmission (Aaby 1995). The efficacy of excellent case management was reported to be 78% (Foster et al. 1993). environment at least attempting to reach a treatment facilities to get the ‘natural’ CFR of 50% down to 20% or centre. Rather, given the prevailing fear of cholera and the to 10%. The number of deaths averted by ‘routine’ services sensitive case-definition used, the figure of 6340 cases most is then estimated between 951 and 2536. The ‘intervention’ probably contains a substantial number of false positives, averted additionally between 184 and 1157 deaths. possibly even up to 50%. A total of 6340 is therefore a high-end estimate of the range of the actual number of Cost and cost-effectiveness. The total direct cost of the cases of cholera that occurred during the epidemic – cholera control programme in Macenta was US$70 850. intervention scenario – and 3170 a low-end estimate. The We can estimate that exclusive reliance on routine health number of deaths, however, 111, is probably an services would only have cost US$17 500, i.e. the marginal underestimate, as a number of patients may actually have cost for the medical supplies for the extra case-load. The died before reaching a treatment centre. The actual number ‘intervention’ required an extra US$53 350 for setting up, may have been up to 20% higher, which gives a range for staffing and supervising the cholera treatment centres. The number of deaths of (111–133), a CFR between 2% and resulting marginal cost per death averted was US$11 (range 4% (Table 3). between US$7 and US$18) for routine case management The case-fatality rate of untreated cholera is of the order and US$80 (range between US$46 and US$290) for of magnitude of 50% (Table 2). In the ‘natural’ scenario, improved case management during the intervention one could therefore have expected between 1585 and 3170 (Table 3). deaths from cholera in Macenta among the cases that actually occurred. Deaths averted by a possible reduction Measles control of incidence are not taken into account; they are probably negligible. Cases, deaths and deaths averted. Measles epidemics With routine services alone one could have expected follow a triennial cycle in the Forest Region of Guinea. between 317 and 1268 deaths among the 6340 cases, With a simple mathematical model it is possible to make an depending on whether (i) one considers all cases as true estimate of the measles attack rate (Black 1982; Anderson cholera cases, and whether (ii) one expects unassisted health & May 1992; Foster et al. 1993). In a ‘natural’ situation, 284 ª 2004 Blackwell Publishing Ltd
  • 5. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea Table 3 Effectiveness and cost-effectiveness of cholera control Deaths midpoint Deaths averted Marginal Marginal cost per Scenario Activities Cases (range) [range] midpoint [range] cost death averted (range) Natural None 4755 (3170–6340) 2378 (100%)* 0 0 0 [1585–3170] Routine Case management 4755 (3170–6340) 793 (33%)* 1585 (67%)* +US$17 500 US$11 (7–18) in health centres [317–1268] [951–2536] and hospitals Intervention Improved case 4755 (3170–6340) 122 (5%)* +671 (28%)* +US$53 350 US$80 (46–290) management in [111–133] [184–1157] cholera treatment centres * Proportion of potential deaths in ‘natural’ scenario. Table 4 Effectiveness and cost-effectiveness of measles control Deaths Deaths averted Marginal Marginal cost per Scenario Activities Cases midpoint [range] midpoint [range] cost (range) death averted (range) Natural None 37 000 2775 (100%)* 0 0 0 [1850–3700] Routine A Case management 37 000 2497 (90%)* 278 (10%)* [185–370] US$7400 US$27 (20–40) in health centres [1665–3330] Routine B +vaccination in 25 900 1748 (63%)* +749 (27%)* [499–999] +US$41 930 US$56 (21–126) health centres [1165–2331] (20 780–63 080) Intervention +vaccination by 14 800 999 (36%)* +749 (27%)* [499–999] +US$31 080 US$41 (31–62) mobile teams [666–1332] * Proportion of potential deaths in ‘natural’ scenario. i.e. without vaccination, 10.4% of the total population, i.e. these assumptions the ‘intervention’ (i.e. routine case some 37 000 children in Macenta, would get measles management + vaccination in health centres + vaccination during one 3-year cycle. In the absence of any case- by mobile teams) would have averted 22 200 measles management the CFR would be between 5% and 10% cases and 666 to 1332 deaths. (Assaad 1983), resulting in between 1850 and 3700 deaths ‘Routine’ case management alone would have averted (Table 4). 185–370 deaths among the 7400 children reached. The In Guinea, only some 20% of children with measles are total contribution of health centres – case management + seen in health facilities (Van Damme 1998). Conse- vaccination – would have averted 11 100 cases and quently, for the ‘intervention’ scenario, we could not between 185 + 499 and 370 + 999 deaths. assess the actual number of measles cases or deaths from the cases notified. As an alternative we used guesstimates Cost and cost-effectiveness. The unit cost of ambulatory on the basis of vaccine coverage, the effectiveness of treatment of a case of measles in a health centre in vaccination and of case management. In Macenta, overall Guinea has been estimated at US$1 (Soucat et al. 1997). coverage with measles vaccine was around 70%, with In Guinea, routine vaccination by health centres cost health centres and mobile teams each accounting for US$8.80 per fully vaccinated child (which requires five about half of this. We estimate vaccine effectiveness at encounters) (Soucat et al. 1997). This includes investment 85%, assuming that factors decreasing vaccine effective- in cold chain and transport. If one attributes one-fifth of ness in field conditions (Kenya 1990; Luthi et al. 1997) this cost to measles vaccination, the unit cost of measles were balanced by a considerable proportion of children vaccination is US$1.76. If one, however, considers the being vaccinated after 9 months of age. For the 20% of full investment cost, the cost is approximately US$5 per measles cases managed in health centres, we assume a measles vaccination. The total cost for measles reduction by 50% of the baseline CFR of (5–10%). Under vaccinations carried out by the health centres over the 285 ª 2004 Blackwell Publishing Ltd
  • 6. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea 3-year period was US$23 000 or 65 300 (depending on Total cost the assumptions used). The total cost of vaccinations by $90 000 the mobile teams amounted to US$33 300 $80 000 (approximately 30% for the vaccines, and the rest for the mobile teams). Vaccination by mobile teams and by $70 000 health centres saved some US$2220 each in treatment $60 000 costs (Table 4 and Figure 2). $50 000 The marginal cost for measles case management $40 000 amounted to US$7400; for measles vaccination in ‘routine’ health services to between US$20 780 and 63 080; and for $30 000 measles vaccination by mobile teams to US$31 080. Using $20 000 these cost estimates, the cost per measles death averted $10 000 ranges between US$20 and 40 for case management in $0 health centres, between US$21 and 126 for vaccination in health centres, and between US$31 and 62 for vaccination CM CM + VHC CM + VHC + VMT by mobile teams. Deaths averted Meningococcal meningitis control 2000 Cases, deaths and deaths averted. In 1993 in Macenta 1800 539 cases of meningococcal meningitis were registered, 1600 with 35 deaths, a CFR of 6.5%. We consider that 1400 registration was near exhaustive, both for cases and for 1200 deaths, and thus use these data for the ‘intervention’ 1000 scenario. To establish the number of deaths in a ‘natural’ 800 epidemic, one has to estimate the attack rate and the 600 CFR that would have occurred without vaccination campaign or case management. In Macenta, vaccination 400 was undoubtedly late and some might argue that it 200 hardly prevented any cases (Veeken et al. 1998). 0 However, assuming 90% protection among the 28% of CM CM + VHC CM + VHC + the population that was vaccinated (the most optimistic VMT hypothesis), the upper-end estimate of the ‘natural’ incidence would be 749, some 210 more cases than the Cost per death averted registered 539. It is indeed unlikely that vaccination $60 would have stopped transmission or influenced the dynamics of the epidemic (Greenwood 1984; Begg 1995): $50 not only the coverage but also the timing of vaccination plays a major role. The number of cases averted is $40 therefore more likely to be <210 (Table 5). In the absence of any treatment one would expect about $30 half of the expected 749 cases of meningitis to die. We $20 estimate that in Guinea, case management in ‘routine’ health services would have brought the CFR down from $10 50% to 20%, averting 225 of the likely 375. It is worthwhile to make an additional simulation to $0 understand the relative contribution of improved case CM CM + VHC CM + VHC + management and reactive vaccination for meningococcal VMT meningitis. Accepting the high-end estimate of the impact of vaccination – 210 cases prevented – improved case Figure 2 Effectiveness and cost-effectiveness of measles control management alone would have had to deal with a total of strategies (midpoint estimates). CM, case management; VHC, 749 cases, but could have reduced the CFR from 20% to vaccination in health centres; VMT, vaccination by mobile teams. 286 ª 2004 Blackwell Publishing Ltd
  • 7. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea Table 5 Effectiveness and cost-effectiveness of control of meningococcal meningitis Deaths Marginal cost Scenario Activities Cases Deaths averted Marginal cost per death averted Natural None 749 375 (100%)* 0 0 0 Routine Case management in hospitals 749 150 (40%)* 225 (60%)* +US$14 980 US$67 Intervention A Improved case management in health centres 749 48 (13%)* +102 (27%)* +US$11 235 US$110 Intervention B + mass reactive vaccination campaign 539 35 (9%)* +13 (3%)* +US$47 800 US$3677 * Proportion of potential deaths in ‘natural’ scenario. 6.5% – the CFR observed – averting 102 deaths, leaving Cost-effectiveness of control of epidemics 48. Adding reactive vaccination to improved case man- agement further reduces the number of deaths to 35, All routine activities together roughly halved potential averting 13 additional deaths. deaths from epidemics: 51% for the three diseases combined (67% by cholera case management, 37% by measles case Cost and cost-effectiveness. The marginal cost of case management and measles vaccination by health centres management in ‘routine’ services, can be equated to the combined and 60% by meningitis case management; cost of medicines for meningococcal meningitis: Figure 3 and Table 6). Additional interventions roughly approximately US$20 per patient, or a total cost of halved again the residual deaths: a further 28% for the three US$14 980. For improved case management, including diseases combined (28% by improved cholera case man- extra supervision and support, the cost was estimated at agement, 27% by measles vaccination by mobile teams and US$35 per patient, similar to the cost documented in 30% by improved meningitis case management and menin- Nigeria (Veeken et al. 1998), US$15 per patient more gitis vaccination combined). Figure 4 summarizes the cost- than ‘routine’ or a total marginal cost of US$11 235 effectiveness of the different epidemic control activities (Table 5). The total cost of the 104 000 vaccinations in studied. Meningitis vaccination is clearly less cost-effective Macenta prefecture was US$52 000 (Varaine et al. than any of the other measures. 1997). But vaccination may have saved up to US$4200 The three epidemics – in the absence of adequate control of drugs, leaving a total marginal cost of US$47 800 for measures – would have added a considerable number of 13 additional deaths averted, US$3677 per death deaths to the annual death toll in Macenta (Figure 3). As it averted. was performed, the intervention to control a cholera 7000 Deaths averted by ‘routine’ Deaths averted by ‘intervention’ 6000 Residual deaths 5000 2837 4000 Deaths 6390 3000 1027 2000 1535 1585 749 1000 Figure 3 Deaths averted and residual 1156 deaths of the three epidemics, compared 999 671 225 122 115 with the annual baseline mortality in 35 0 Macenta (mid point estimates). Baseline mortality (annual) Three diseases combined Cholera Measles Meningitis 287 ª 2004 Blackwell Publishing Ltd
  • 8. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea Table 6 Effectiveness and cost-effective- Marginal cost ness of control of cholera, measles and Scenario Deaths Deaths averted Marginal cost per death averted meningitis combined (midpoint estimates) Natural 5528 (100%)* 0 0 0 Routine 2691 (49%)* 2837 (51%)* +US$81 810 US$29 Intervention 1156 (21%)* +1535 (28%)* +US$143 465 US$93 * Proportion of potential deaths in ‘natural’ scenario. $200 $4000 Marginal cost per death averted Marginal cost per death averted by meningitis vaccination $3677 $180 $3500 $160 $3000 $140 $2500 $120 $110 $100 $2000 $93 $80 $80 $1500 $67 $56 $60 $1000 $41 $40 $29 $27 $500 $20 $11 $0 $0 Cholera case Measles case Measles Meningitis All routine Cholera Measles Meningitis All Meningitis management management vaccination in case activities improved vaccination improved intervention mass Figure 4 Cost-effectiveness of different health centres management case by mobile case activities vaccination management teams management campaign epidemic control activities (mid point ‘Routine’ ‘Intervention’ estimates). epidemic adds US$0.15 per capita per year to the annual further 28% at an average marginal cost of US$93 per average expenditure of US$3 per capita per year; and death averted. controlling measles US$0.09 per capita. In the case of One should, however, treat these findings with caution, meningitis US$0.13 per capita per year was spent for for several reasons. First, marginal costs per death averted vaccination – with a very small yield in deaths averted – as calculated are approximate at most. We had to use while the cost for improved case management was only different primary and secondary sources for cost estimates, US$0.03 per capita per year. The routine health care of varying reliability and degree of detail. A systematic system in the region, with its facilities, staff, vehicles and ingredient approach was thus impossible. Moreover, costs cold chain, was already functioning and funded: donor were estimated as marginal to the routine health system. inputs and official user fees amounted to a total of about Activities developed within existing facilities have a lower US$3 per capita per year (Van Damme 1998). The total marginal cost than activities for which an additional cost of the interventions was US$145 685. This adds 4.6% intervention was organized. However, this approach to to the total cost of the routine health system, estimated at cost estimation was the best one could do with the US$3195 000 for the triennial period. available data, and is widely used (Mills 1985; World Bank 1993b). Our data did not allow applying more recent guidelines on cost-effectiveness analysis (Johannesson & Discussion Meltzer 1998; Murray et al. 2000; Hutubessy et al. In Guinea, reducing the burden of the epidemics was 2001a,b). mainly the work of the routine health services: they Second, effectiveness estimates also lack precision, avoided some 51% of the potential excess mortality, at an because the assumptions used for attack rates and case average marginal cost of US$29 per death averted. The fatality rates (CFRs) are imprecise. For instance, the additional intervention to help control the epidemics, such 50% natural CFR often quoted for cholera and meningo- as mobile teams and cholera treatment centres, averted a coccal meningitis (Table 2) may not be universally valid. 288 ª 2004 Blackwell Publishing Ltd
  • 9. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea in anxiety are difficult to measure and were not taken into However, we accepted them for our analysis. Reported or account for the cost-effectiveness analysis in this paper. estimated attack rates and CFRs are already imprecise Nevertheless, the bio-demographic burden and the psy- (‘intervention’ situation), but attack rates and CFRs in the chological impact are both integral parts of what is absence of any health care (‘natural’ situation), or in the perceived as an epidemic, both by health professionals and absence of additional epidemic control measures (‘routine’ by the population. In Guinea, the psychological impact situation) are by necessity based on extrapolation. How- seemed influenced by factors such as the degree of ever, despite these limitations, sensitivity analysis showed acquaintance with the diseases; the speed of transmission that the conclusions are robust over a wide range of and the fear of further spread; the age groups involved; the assumptions. perception of certain epidemics as being an ‘invasion from Third, cost per death averted is very sensitive to potential outside’; and the history of the disease in the area number of deaths estimated. In environments with lower (VanDamme 1998). These factors may explain why chol- measles CFR, such as southern Africa, or with higher era and meningococcal meningitis were perceived as major meningitis attack rates, such as areas within the core of the threats, while measles was not, its higher mortality Sahelian meningitis belt, cost-effectiveness estimates may notwithstanding. differ significantly from Guinea. If epidemic control measures are as much a response to On the basis of its cost-effectiveness ratio, relying on fear as an attempt to avert surplus mortality, it seems routine health services for controlling epidemics is an inadequate to measure the cost-effectiveness of epidemic obvious first choice, with its 51% reduction of excess control measures exclusively in terms of cost per death mortality (Figure 3) at US$29 per death averted averted (Van Damme & Van Lerberghe 2000). To spend (Figure 4). One would presume, however, that in most US$47 800 in Macenta for meningitis vaccination to countries, as in Guinea, the residual death toll of solely prevent 13 deaths is not cost-effective, in terms of deaths relying on routine services would be humanely unaccept- prevented. If, however, one also considers this from the able and politically unfeasible. Complementing the con- viewpoint of society, it may well have been worthwhile to trol efforts of routine health services with specific spend that money to alleviate its fear through a highly additional interventions, be it at a lower cost-effectiveness visible operation. After all, to allocate resources in this ratio – a marginal cost of US$93 per death averted – (irrational) way is also the society’s choice. Health eventually proved useful and affordable. This is partic- authorities in Guinea acknowledged that the impact of ularly obvious in the case of measles (Figure 2). Although meningitis vaccination on the course of the epidemic would case management alone was highly cost-effective (US$27 be limited, but political pressure was so high that ‘not per death averted), it would have reduced measles vaccinating was not an option’. mortality only by 10%, clearly ‘unacceptable’. The best Well-functioning health services can play a prominent strategy was undoubtedly the combination of all three role in handling complex emergencies, even of the scale of activities. the refugee crisis in east Congo (Porignon et al. 1998). The An extra health budget of 4.6%, or US$0.14 per capita experience from Guinea shows that they can also be the per year, to control such devastating epidemics seems a mainstay of the control of epidemics, even in severely very reasonable amount. It represents only a very small resource-constrained situations. In Macenta, existing ser- share of the US$12 per capita per year estimated necessary vices were functioning reasonably well – all things by the World Bank for a minimum package of health considered – in part because the staff were paid decent services (World Bank 1993a; World Bank 1993b), the wages and supply channels were adequate. In these US$34 per capita per year judged necessary by the circumstances, relatively little extra support – targeted Commission on Macroeconomics and Health (Commission supplies and training – was enough to further increase the on Macroeconomics and Health 2001), or the cost of performance of the health system. treating AIDS patients with antiretroviral drugs. For However, these obvious minimum conditions are often managers or policy makers it provides good value for not met in sub-Saharan Africa, where health services money; all the more as action on their part is usually taken usually lack the means and experience to tackle epidemics on the basis of an overestimation of the epidemic’s threat. adequately. They may run out of stock of the necessary Public health interventions tend to anticipate worst-case drugs, and may have difficulties coping with the increased scenarios, with decisions made under considerable time- workload. But when they do function and get the means constraints and on the basis of uncertain information to respond to an emergency situation they have the (Van Damme & Van Lerberghe 2000). comparative advantage of providing case management, Moreover, epidemics do not only cause death, disease which is an essential part of addressing fear and panic, and disability. They provoke fear and anxiety. Reductions 289 ª 2004 Blackwell Publishing Ltd
  • 10. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea and one of the most cost-effective interventions in various Geographical Medicine (eds KS Warren & AAF Mahmoud) McGraw-Hill, NewYork, pp. 205–228. types of epidemics. There is thus a clear case for building Black FL (1982) The role of herd immunity in control of measles. up health centres’ preparedness for disease surveillance and Yale Journal of Biology and Medicine 55, 351–360. reaction to epidemics, and for beefing up these services Bres P (1986) Public Health Action in Emergencies caused by ` when epidemics occur. Epidemics. World Health Organization, Geneva. It is particularly significant that improved case manage- Briggs A, Bland R, Cheetham J & Lapsey I (1994) Uncertainty in ment – as previously shown in Nigeria for meningococcal the economic evaluation of healthcare technologies: the role of meningitis (Veeken et al. 1998) – has a far greater potential sensitivity analysis. Health Economics 3, 95–104. than commonly assumed. But even for additional inter- Campbell M & Torgerson D (1997) Confidence intervals for cost- ventions, such as improved case management for cholera effectiveness ratios: the use of ‘bootstrapping’. Journal of Health and meningococcal meningitis, one cannot underestimate Services Research and Policy 2, 253–255. Commission on Macroeconomics and Health (2001) Macroeco- the role of pre-existing health facilities. It is without doubt nomics and Health: Investing in Health for Economic Devel- easier, cheaper and more effective to set up a cholera opment. Report of the Commission on Macroeconomics and treatment centre next to a health centre with adequate staff Health. World Health Organization, Geneva, pp. 1–201. and supplies, where people come when they are already ill, Foster SO, McFarland DA & John AM (1993) Measles. In: than to set a cholera treatment centre up from scratch with Disease Control Priorities in Developing Countries (eds new staff, in a place not previously known to treat patients. DT Jamison, WH Mosley, A Measham & JL Bobadilla) It would be far-fetched to argue that one has to Oxford University Press, Oxford, pp. 161–187. strengthen health services merely to prepare for epidemics. Greenwood BM (1984) Selective primary health care: strategies for Still, their potential effectiveness and efficiency in such control of disease in the developing world. XIII. Acute bacterial circumstances is one more argument against the current meningitis. Reviews of Infectious Diseases 6, 374–389. disinvestments in Africa’s health care system (Lambo & Halsey NA, Boulos R, Mode F et al. (1985) Response to measles vaccine in Haitian infants 6 to 12 months old. Influence of Sambo 2003) and its providers. maternal antibodies, malnutrition, and concurrent illnesses. New England Journal of Medicine 313, 544–549. Acknowledgements Hanquet G, Rigal J, Sondorp E & Vautier F (1997) Control of diarrhoeal diseases. In: Refugee Health. An Approach to The authors thank field staff of the Ministry of Health and Emergency Situations (ed. G. Hanquet) Macmillan, London and of Medecins sans Frontieres in Guinea for their collabora- ´ ` Basingstoke, pp. 154–171. tion during the fieldwork. We also thank R. Eeckels and Hutubessy RC, Baltussen RM, Evans DB, Barendregt JJ & Murray M. Boelaert for useful comments on previous drafts. CJ (2001a) Stochastic league tables: communicating cost- This study was made possible by a research grant of effectiveness results to decision-makers. Health Economics 10, the Fund for Scientific Research – Flanders, Belgium 473–477. Hutubessy RC, Bendib LM & Evans DB (2001b) Critical issues in (F.W.O. – S2/5 – AV – E62). the economic evaluation of interventions against communicable diseases. Acta Tropica 78, 191–206. References Johannesson M & Meltzer D (1998) Some reflections on cost-effectiveness analysis. Health Economics 7, 1–7. Aaby P (1995) Assumptions and contradictions in measles and Kenya PR (1990) Measles and mathematics: ‘‘control or measles immunization research: is measles good for something? eradication?’’ East African Medical Journal 67, 856–863. Social Science and Medicine 41, 673–686. Lambo E & Sambo LG (2003) Health sector reform in sub- Anderson RM & May RM (1992) A framework for discussing the Saharan Africa: a synthesis of country experiences. 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  • 11. Tropical Medicine and International Health volume 9 no 2 pp 281–291 february 2004 W. Van Damme & W. Van Lerberghe Cost-effectiveness of controlling epidemics in Guinea epidemics in refugee populations. Bulletin of the World Health Van Damme W, De Brouwere V, Boelaert M & Van Lerberghe W Organization 68, 587–596. (1998) Effects of a refugee-assistance programme on host Murray CJ, Evans DB, Acharya A & Baltussen RM (2000) population in Guinea as measured by obstetric interventions. Development of WHO guidelines on generalized cost-effective- Lancet 351, 1609–1613. ness analysis. Health Economics 9, 235–251. Van Damme W (1998) Medical assistance to self-settled refugees. Porignon D, Soron’gane EM, Lokombe TE, Katulanya I & Van Guinea, 1990–96. ITG Press, Antwerp. Lerberghe W (1998) How robust are district health systems? Van Damme W (1999) How Liberian and Sierra Leonean refugees Coping with crisis and disasters in Rutshuru, Democratic settled in the Forest Region of Guinea, 1990–96. Journal of Republic of Congo. Tropical Medicine and International Health Refugee Studies 12, 36–53. 3, 559–565. Varaine F, Caugant DA, Riou JY et al. (1997) Meningitis Sondorp E, Kaiser T & Zwi A (2001) Beyond emergency care: outbreaks and vaccination strategy. Transactions of the Royal challenges to health planning in complex emergencies. Tropical Society of Tropical Medicine and Hygiene 91, 3–7. Medicine and International Health 6, 965–970. Veeken H, Ritmeijer K & Hausman B (1998) Priority during a Soucat A, Levy-Bruhl D, de Bethune X et al. (1997) Affordability, meningitis epidemic: vaccination or treatment? Bulletin of the ´ cost-effectiveness and efficiency of primary health care: the World Health Organization 76, 135–141. Bamako Initiative experience in Benin and Guinea. International World Bank (1993a) Better Health in Africa. World Bank, Journal of Health Planning and Management. 12, S81–S108. Washington, pp. 1–217. Van Damme W (1995) Do refugees belong in camps? Experiences World Bank (1993b) World Development Report 1993: Investing from Goma and Guinea. Lancet 346, 360–362. in Health. Oxford University Press, Oxford. Van Damme W & Van Lerberghe W (2000) Epidemics and fear. Tropical Medicine and International Health 5, 511–514. Authors Wim Van Damme (corresponding author) and Wim Van Lerberghe, Institute of Tropical Medicine, 155 Nationalestraat, 2000 Antwerp, Belgium. E-mail: wvdamme@itg.be, isa@itg.be 291 ª 2004 Blackwell Publishing Ltd