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Purpose -- The present paper aims to analyze how the performance of hotels located on the Spanish Mediterranean coast (peninsular and Balearic) and Canary coast is affected by the degree of business agglomeration in tourist districts. If agglomeration affects hotels positively, then the externalities generated in tourist districts will be relevant when locating an establishment. Otherwise, the reason why hotels group together geographically would be more related to the suitability of beaches as a tourist destination. The study also analyzes the impact that regions or autonomous communities have on hotel performance. Design/methodology/approach -- The hypotheses are tested by multiple linear regression in which hotel profitability acts as the dependent variable which can be explained by independent variables such as the greater or lesser agglomeration of tourist companies at the destination and the autonomous region where the hotel is located. Findings -- The results show that hotels situated at destinations with a higher degree of agglomeration are less profitable, probably due to the greater rivalry that exists among nearby competitors. However, in accordance with the theory of tourist districts, one could expect hotels located at destinations with a higher degree of agglomeration to be more profitable because of the greater externalities generated within the district. In this sense, it is possible that hotel location decisions were based more on the natural advantage model, where firms look for specialized inputs like beach or climate, than on production externalities models. Research limitations/implications -- It was necessary to work with secondary information sources which contain no data about RevPar (revenue per available room) or GopPar (gross operating profit per available room), the hotel profitability measures most often used in research studies. Practical implications -- The paper could be useful for hotel companies, when they are deciding on a location, and for public administrations. Originality/value -- The present paper is original for several reasons. First, it is one of the first studies which applies the theory of industrial districts to the tourism sector, a line of research which is still in its early stages of development. Furthermore, the ISTAT methodology is applied for the first time to the identification of Spanish tourist districts. Also, various studies relate the degree of agglomeration to hotel profitability, but none so far have used the degree of company agglomeration within a tourist district, linking it to profitability. [ABSTRACT FROM AUTHOR]