Number of Publications per Year
The first article registered in the Scopus database is Cummings’ work entitled "Social Economy at the Paris Exposition" (1890), which analyzes the main characteristics of the companies that comprise the social economy. Concerning the WoS database, the first article to be included is the study by Maree and Saive entitled "Social economy and cooperative renewal—definition, financing, issues" (1984), in which the definition of social economy and aspects related to its financing are analyzed (Table 2). The big difference regarding the year of the first article registered in each database is that WoS only includes documents from the year 1900.
Table 2 Annual distribution of publications Since those first publications, the number of articles has increased steadily and regularly over the years, with Scopus including significantly more articles than WoS throughout the entire period (Fig. 3). Likewise, it is observed that from 2004 onwards, there is an exponential increase in the number of publications. The trigger was the 2002 Charter of Principles of the Social Economy that clarified many conceptual issues.
Conversely, the evolution in the number of citations presents a more irregular trend related to that shown in the number of publications (Fig. 4). Throughout the study period, numerous ups and downs are observed, the number of citations recorded in Scopus being generally higher and both databases reaching their peak in 2011.
According to Table 3, the most cited articles are the study by Marsden (1999), in which he evaluates the contribution of social economy companies in the management of rural spaces, and that by Moulaert and Ailenei (2005), wherein they analyze the conceptional evolution of the concept of social and solidarity economy. They are followed by the studies of McClanahan et al. (2009), in which the role of the social economy in the sustainability of economic activities such as fishing is studied; that of Gerometta et al. (2005), which evaluates the capacity for innovation of social economy companies to support the challenges faced by twenty-first century cities, and that of Peck and Theodore (2000), who study the capacity of the social economy for generating employment effectively and sustainably over time.
Table 3 The ten most cited articles Distribution by Subject Area
The distribution of articles by Subject Area shows a significant concentration in subjects related to economic and business sciences and social sciences. (Table 4). As it can be seen, the area of environmental sciences in the second place in the WoS database shows the growing relevance of environmental issues when addressing the activities of Social Economy enterprises.
Table 4 Distribution by subject area Distribution by Institution
The institution with the largest volume of articles published in both databases is the Chinese Academy of Science, followed by the University of Valencia and the University of Quebec and its network of universities (Table 5).
Table 5 Distribution by institution The Chinese Academy of Science is an organization dedicated to the protection of the environment and human health. The University of Valencia is a higher education institution that stands out in economics, business, and law sciences and its National Center for Research and Information on the Collective Economy (CIRIEC-Spain) is an international benchmark. In contrast, the University of Quebec is part of a network of universities in Canada renowned for its research in public administration, engineering, economics, and environmental sciences. It also part of the Centre Interdisciplinaire de Researche et d’Information Sur les Entreprises Collectives, where CIRIEC-Canada has its headquarters.
Distribution by Author
The distribution by Author shows that the most prolific authors on this subject are Bouchard, in the case of WoS, and Chaves, in the case of Scopus. All authors have pursued this line of research in the second decade of the twenty-first century (Table 6). Bouchard’s most cited article is entitled "Social innovation, an analytical grid for understanding the social economy: the example of the Quebec housing sector" (Bouchard, 2012) (23 citations), which evaluates the social economy's role in the innovative resolution of social problems. In his article "The European Social Economic: Concept and dimensions of the third sector" (55 citations), Chaves analyzes the concept of the social economy and its implication within the third sector.
Table 6 Distribution by author From the perspective of the co-citation network of authors, it is observed that the main focus of citations is linked to the works of Defourny and Monzón (Defourny and Campos, 1992), followed by Salamon, Bouchard, and Levesque (Fig. 5).
Distribution by Journal
REVESCO and CIRIEC-Spain are the journals with the highest volume of articles published in the WoS and Scopus databases. However, the journal Voluntas has the highest productivity level regarding the number of citations per published article (Table 7). REVESCO is a quarterly journal that publishes original research papers that contribute to publicizing the latest contributions in the field of Social Economy. CIRIEC-Spain has as one of its pillars of action, disseminating scientific research on the public, social and cooperative economy. Finally, Voluntas is characterized by articles focused on the third sector from a multidisciplinary perspective, including economics, law, psychology, or sociology.
Table 7 Distribution by journal Distribution by Country and Language
The distribution of articles by country shows that Spain, the USA, China, the UK, and Canada are the most relevant countries in both WoS and Scopus (Fig. 6), followed by Italy, Germany, and France. This result coincides with the results obtained in the distribution by institutions.
The distribution by language supports the results obtained from the distribution by institutions and by countries, with English, Chinese, and Spanish predominating as the preferred languages of publication (Table 8).
Table 8 Distribution by language Analysis of Keywords and Latest Research Trends
Among the keywords of the articles analyzed, the concept that has the most presence is that of cooperatives (Table 9). In terms of the number of citations received, it is worth highlighting several articles. That by Beckie et al. (2012), wherein they evaluate the significance of the concentration of farmers in cooperatives for local development; the work by Gutberlet (2015) who carried out a similar analysis, although in this instance, focused on the mining sector in Brazil, and finally, that of Salamon and Sokolowski (2016) who relate these terms to the idea of Third Sector, which is also one of the keywords with a significant presence.
Table 9 Most frequently used keywords Other keywords worth highlighting are Social Enterprise (Haugh & Kiston, 2007; Evans & Syrett, 2007; Defourny & Kim, 2011) or Entrepreneurship (Amin, 2009; Birch & Whittam, 2008; Sonnino & Grigs-Trevarthen, 2013). However, it should be noted that innovation, sustainability, and sustainable development are among the most widely used terms, evidence of the growing interest of the research community in the social economy that can guarantee sustainability in the global context of climate change.
When spread over several periods, it is possible to see the different keywords' evolution (Fig. 7). The only keyword used consistently throughout the period 1890–2019 is that of cooperatives, which was also the seed of what defines social economy nowadays.
From 2000 to the present, there is talk of a social economy model despite the controversy over the term's imprecision (Fajardo, 2018; Monzón Campos, 2017; Pérez de Mendiguren & Etxezarreta, 2015). China’s interest in this concept is also increasingly apparent.
The period 2000–2006 is the most brilliant period for the keyword social economy, coinciding with the Charter of Basic Principles of the Social Economy (Fajardo, 2018). After this period, other keywords have appeared, which on many occasions have acted as substitutes, such as; social enterprise, third sector. Other keywords mentioned outside the top ten are solidarity economy and social enterprises.
There are also new perspectives related to the concept of the social economy, such as entrepreneurship, sustainability, performance, and management. Keywords outside the top ten include governance, sustainable development, innovation, community, impact, and social innovation.
These trends are in line with the analysis of the most recent trends in the period between 2009 and 2019. Figure 8 depicts a pattern of colors, from purple (between 2009 and 2012) to yellow (2019), passing through an intermediate spectrum of shades of green representing the intermediate years (2013–2018). It is observed that, at the beginning of the last decade, the concept of social economy was related, among others, to terms such as corporate social responsibility, social cohesion, globalization, urbanization, and agriculture. As the theme progresses chronologically, it incorporates gender, public policy, sustainable development, health, and the third sector. Finally, aspects such as climate change, performance, or cooperativism appear in the final year. Taken together, this shows that the concept of social economy, in 2019, has evolved from a mere form of corporate social responsibility to be seen as a new way of posing economic activity that reconciles purely business objectives (such as efficient performance) with essential aspects of sustainable development (sustainability and climate change) and transversal issues such as gender. Alongside this evolution, a trend is also observed in geographical areas: while territories such as China or Venezuela stand out at the beginning of this last decade, the most prominent in 2019 was Mexico, or the European Union.
As shown in Fig. 9, the keywords are concentrated in five main groups through a cluster analysis by topic. On the one hand, and represented in blue (both light and dark blue), is the link between the social economy with globalization, the third sector, public policy, and social responsibility in the context of Latin American countries such as Venezuela and Mexico. The yellow cluster includes concepts related to innovation, social change, and corporate social responsibility in the geographical area of Spain. Likewise, the color red revolves around sustainable development, climate change, sustainability, ecology, and urbanization, and as mentioned, there is a close connection between these terms. The green cluster focuses on the relationship between the social economy with higher research centers within the European Union (particularly Portugal). Finally, the orange group focuses on the importance of gender issues and women's empowerment in the social economy.
These results coincide with the comparative analysis of the words in the abstract and titles of all the articles related to this study's subject to learn which words are the most repeated and, therefore, key. A distribution in three clusters is observed (Fig. 10). On the one hand, represented in blue, there are articles framed in the context of China that focus on developing social economy models in the energy sector and on the management of water resources for the improvement of the population’s quality of life. The green cluster includes all the articles focused on Spain, dealing with social cohesion, the gender approach, issues related to work-life balance, and equality. Finally, in red are articles framed in the context of the European Union that relate social economy concepts with terms such as social enterprise, the third sector, resilience, solidarity economy, and local government. Thus, the three geographical aspects of the social economy (China, Spain, and Europe) are associated with a specific theme (energy, equality, and conceptualization).
In light of these results, the foreseeable development of the lines of research that are being opened up on the social economy in the coming years related to other terms—and their content—that are developing in the world's scientific output is determined by several principal aspects. Firstly, the acceleration of the climate change process at a global level highlights the need to implement renewable energy generation solutions (solar, wind, biomass) or install green infrastructures that provide environmental services to urban population centers. These solutions can be carried out by social economy entities that promote solidarity and collaborative economy processes. Secondly, the social economy must promote equality at all levels (labor, institutional, social, economic, and so on), making it easier for workers to balance their work and family life without loss of income, especially in the rural areas, where the wage gap between men and women is wider (Parvathi & Thamizhchelvi, 2020). In fact, social economy entities can reduce the development gaps between urban and rural territories by implementing projects based on endogenous resources of the territory, similar to the organization of the San Fermin festival in Pamplona, Spain (Macías Ruano et al., 2020). Finally, the social economy must continue to advance along its conceptual path to stabilize, define and differentiate it from other similar concepts such as the solidarity or collaborative economy.