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This paper aims to examine the emergence of passion-driven entrepreneurship within the context of small and medium-sized towns (SMSTs). SMSTs are seen as peripheral areas lacking the resources to support autonomous economic development and renewal. The paper explores the relationship between entrepreneurship and the context of SMSTs through the concepts of entrepreneurial passion (EP) and domain passion (DP). Industrial marketing and purchasing approach is adopted as a theoretical foundation to conduct the analysis through the actors–activities–resource framework.

This paper adopts a multiple case-study methodology. Two passion-driven entrepreneurial ventures (PDEVs) have been traced from the conception of the initial idea until the new ventures establishment.

EP and DP emerge as key resources in transforming the initial idea into a real entrepreneurial venture in resource-scarce settings as SMSTs. Shared passion fosters the involvement of local actors and the propensity to overcome relevant hurdles in the entrepreneurial process.

This paper contributes to the literature on entrepreneurship through the analysis of the role of PDEVs in SMSTs’ contexts. It highlights the role of “passion for place” as a new dimension of passion in entrepreneurial studies. From a managerial perspective, it emphasizes the role of passion as a key resource for networking and marketing. From a policy perspective, it calls for monitoring and support for training, funding and networking.

This research aims to contribute to the literature on sustainable hospitality and tourism by applying social network analysis to identify sustainable tourism business networks and untangle the role of cognitive and geographical proximity in their formation.

Data mining and machine learning techniques were applied to data collected from the websites of tourism companies located in northeastern Italy, namely, the Veneto region. Specifically, the authors used Web scraping to extract relevant information from the internet.

The results support the existence of geographical clusters of tourist accommodation providers that are linked by strong cognitive proximity based on sustainability principles that are well communicated via their websites. This does not appear to be greenwashing because companies that have agreed on sustainability principles have also implemented concrete actions and tend to signal these actions through a variety of sustainability certifications.

The results may guide tourism managers and policymakers in developing tourism initiatives directed at the creation of fruitful collaborations between similarly oriented organizations and methods to support clusters of sustainable tourism accommodation. Identifying sustainable tourism networks may assist in the identification of potential actors of change, fueling a widespread transition toward sustainability.

In this study, the authors adopted an innovative methodology to detect sustainability-oriented tourism business networks. Additionally, to the best of the authors’ knowledge, this study is one of the first to simultaneously explore the cognitive and geographical connections between tourism businesses.