Vaccine 28 (2010) 98–109
Contents lists available at ScienceDirect
Vaccine
journal homepage: www.elsevier.com/locate/vaccine
Optimal vaccination choice, vaccination games, and rational exemption:
An appraisal
Piero Manfredi
a,∗
, Pompeo Della Posta
b
, Alberto d’Onofrio
c
, Ernesto Salinelli
d
,
Francesca Centrone
d
, Claudia Meo
d
, Piero Poletti
e
a
Dipartimento di Statistica & Matematica Applicata all’Economia, Facoltà di Economia, Università di Pisa, Via Ridolfi 10, I-56124 Pisa, Italy
b
Dipartimento di Scienze Economiche, Facoltà di Economia, Università di Pisa, Via Ridolfi 10, I-56124 Pisa, Italy
c
Theoretical Biology and Medicine Unit, Department of Experimental Oncology, European Institute of Oncology, Via Ripamonti 435, 20141 Milano, Italy
d
Dipartimento di Scienze Economiche e Metodi Quantitativi, Università del Piemonte Orientale “A. Avogadro”, Via Perrone 18, 28100 Novara, Italy
e
Predictive Models for Biomedicine and Environment, Fondazione Bruno Kessler, Via Sommarive 18, 38100 Trento, Italy
article info
Article history:
Received 11 April 2009
Received in revised form
19 September 2009
Accepted 25 September 2009
Available online 4 November 2009
Keywords:
Vaccination choice
Rational exemption
Strategic behaviour
Social planning
abstract
A threat for vaccination policies might be the onset of “rational” exemption, i.e. the family’s decision
not to vaccinate children after a seemingly rational comparison between the perceived risk of infec-
tion and the perceived risk of vaccine side effects. We study the implications of rational exemption by
models of vaccination choice. By a simple model of individual choice we first prove the “elimination
impossible” result in presence of informed families, i.e. aware of herd immunity, and suggest that limited
information might explain patterns of universal vaccination. Next, we investigate vaccination choice in
a game-theoretic framework for communities stratified into two groups, “pro” and “anti” vaccinators,
having widely different perceived costs of infection and of vaccine side effects. We show that under
informed families neither a Nash nor a Stackelberg behaviour (characterized, respectively, by players
acting simultaneously and by an asymmetric situation with a “leader” and a “follower) allow elimina-
tion, unless “pro-vaccinators” assign no costs to vaccine side effects. Elimination turns out to be possible
when cooperation is encouraged by a social planner, provided, however, he incorporates in the “social
loss function” the preferences of anti-vaccinators only. This allows an interpretation of the current Italian
vaccination policy.
© 2009 Elsevier Ltd. All rights reserved.
1. Introduction
Despite the fundamental role played in history by vaccines,
second only to potable water in the reduction of mortality and
morbidity, various forms of exemption to vaccination (conscien-
cious, religious, philosophical) have always been documented [32].
In more recent times episodes of decline in vaccine uptake have
been associated to vaccine scares, e.g. the cases of the whole-cell
pertussis vaccine [19], of thimerosal and HBV vaccine [24], up to
the MMR scare [17,35,39]. In such cases a significant role of anti-
vaccinators’ movements in raising and spreading concerns about
vaccine safety was also documented [19,28].
Today, developed countries are increasingly facing the chal-
lenge of rational exemption (RE). By RE we mean, in regimes of
voluntary vaccination, the parents’ decision not to immunize chil-
dren after a seemingly rational comparison between the perceived
utility of vaccination, i.e. protection from the risk of infection – per-
∗
Corresponding author. Tel.: +39 050 2216317; fax: +39 050 2216375.
E-mail address: manfredi@ec.unipi.it (P. Manfredi).
ceived as very low as a consequence of the high herd immunity due
to decades of successful vaccination policies – with its disutility,
i.e. the risk of vaccine-associated side effects. RE is often consid-
ered as a form of “free riding” [36]. Such a behaviour, resulting
from the optimization performed by rational agents, might well
turn out to be “myopically” rational, since it considers only the
current perceived risk of disease, and not the risk of its future
resurgence due to declining coverage. Some evidence of rational
exemption behaviour is documented by surveys of vaccination
lifestyles [2,24,39,17].
Theoretical papers based on traditional epidemiological mod-
els have investigated the implications of RE for the dynamics and
control of vaccine preventable diseases [20,9,11]. This literature,
which has pointed out the critical interplay between information
and vaccinating as well as other disease-related behaviour [12],
has shown that RE might make elimination a “mission impossible”
unless the fraction of those who practice RE is small, i.e. below the
susceptibility threshold ensuring endemic persistence. Moreover,
it has shown that if the information set used by individuals includes
past information, then the disease dynamics might yield epidemic
waves with very long period. The negative implications for rubella
0264-410X/$ – see front matter © 2009 Elsevier Ltd. All rights reserved.
doi:10.1016/j.vaccine.2009.09.109