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616                            A. H. Himes

                such incompatibility lies in the sheer variety of stakeholder groups that have an interest
                in how the marine environment is managed (Brown et al., 2001). Different user groups
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                place varying importance on individual criteria for successful management and, therefore,
                judge the performance of an MPA against their own set of priorities. Over the last decade,
                many MPA managers have attempted to integrate management schemes with a varied set
                of objectives that take into account the varied needs and interests of key stakeholders.
                However, rarely have managers attempted to elicit the preferences of stakeholder groups in
                order to quantifiably represent stakeholder interests in management decisions.
                   When the MPA in the present study was instituted, the general lack of local support
                for the program had little impact due to the low level of threats to the environment at that
                time. However, as the local marine environment has become more and more degraded over
                the last 15 years, the need for local awareness and investment in the success of the MPA
                has increased. The present study demonstrates the application of the AHP framework using
                the method in the EIMR as an aid to decision-making and performance evaluation in MPA
                management. EIMR managers can use the results of this survey to better understand the
                needs and interests of the people that use the resources they are trying to manage, and
                thus improve management to benefit both the environment and stakeholders. One of the
                most important features of this method is that both quantitative and qualitative criteria
                can be integrated into the analysis of MPA performance (Mardle et al., 2004). The use of
                quantitative information associated with stakeholder opinions and attitudes is innovative in
                the field of MPA management.
                   The AHP-based survey was used here to prioritize a set of eight stakeholder-nominated
                performance indicators for five stakeholder groups present in the EIMR. The survey revealed
                some important results. The analysis showed that the preferences of the key stakeholder
                groups identified a priori are not homogeneous in the prioritization of performance
                indicators. Instead, a cluster analysis showed virtually no similarity within common a
                priori defined stakeholder groups, but instead showed similarity among individuals with
                similar personal interests, for example conservation or tourism.
                   The results of this study can be applied to future management of the EIMR and MPAs
                in general. As is likely in other MPAs, stakeholder groups in the Egadi Islands do not seem
                at all clear with respect to what the MPA means for them. The variability found in responses
                to the AHP survey shows this clearly—for example, where priorities relative to the fishing
                industry, such as increasing the number of fish caught, were expected to be ranked high
                for fishers, instead, fishers generally show virtually no agreement on ranking of any of the
                objectives. It is also clear in the case of the EIMR that no natural clusters exist that overlap
                with stakeholder-identified groups for stakeholder preferences in defining “success.” This
                information can also help managers understand where conflicts exist and give insight into
                how to deal with that conflict. With respect to this result, the AHP framework has shown to
                be particularly strong, providing quantitative information about the links and divergences
                between attitudes regarding the MPA, both between and within established stakeholder
                groups.
                   These conclusions leave some doubt about the robustness of characterizing stakehold-
                ers into predefined groups a priori. Based on this study, group incoherence could indicate
                that preconceived stakeholder affiliations given by respondents in each of the methods
                could lead to the wrong division of resource users. If representatives of stated stakeholder
                groups (e.g., fishers) are used as a means to accomplish stakeholder participation, the group
                incoherence results found in this study indicate that it would be nearly impossible to appoint
                stakeholder representatives that could accurately represent their constituencies. In fact, it
                has been acknowledged that group representatives often “speak only for themselves and
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