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This paper aims to perform an exhaustive revision of relevant and recent related studies, which reveals that both extraction methods are currently used to analyze credibility on Twitter. Thus, there is clear evidence of the need of having different options to extract different data for this purpose. Nevertheless, none of these studies perform a comparative evaluation of both extraction techniques. Moreover, the authors extend a previous comparison, which uses a recent developed framework that offers both alternates of data extraction and implements a previously proposed credibility model, by adding a qualitative evaluation and a Twitter-Application Programming Interface (API) performance analysis from different locations.

As one of the most popular social platforms, Twitter has been the focus of recent research aimed at analyzing the credibility of the shared information. To do so, several proposals use either Twitter API or Web scraping to extract the data to perform the analysis. Qualitative and quantitative evaluations are performed to discover the advantages and disadvantages of both extraction methods.

The study demonstrates the differences in terms of accuracy and efficiency of both extraction methods and gives relevance to much more problems related to this area to pursue true transparency and legitimacy of information on the Web.

Results report that some Twitter attributes cannot be retrieved by Web scraping. Both methods produce identical credibility values when a robust normalization process is applied to the text (i.e. tweet). Moreover, concerning the time performance, Web scraping is faster than Twitter API and it is more flexible in terms of obtaining data; however, Web scraping is very sensitive to website changes. Additionally, the response time of the Twitter API is proportional to the distance from the central server at San Francisco.

Conditioning factors of the globalized world have created new requirements and opportunities in developing management models for organizations that englobe sustainability aspects, which presume substantial investments in innovation. Therefore, the purpose of this paper is to analyze the relation between sustainable innovation practices and the performance of industrial companies.

This was a quantitative study and carried out by applying a research survey in Brazilian industrial companies.

The results showed that there are significantly positive associations between several variables related to sustainable innovation practices and company performance, being, therefore, possible to confirm the original proposed hypothesis.

The main limiting factors were theoretical choices, comprehension of the phenomenon through the perception of the respondents, and the number of companies in the sample, as little representation was found in the researched population. In this manner, the results cannot be applied to the universe of considered research, being restricted solely to the group of companies in the sample.

From the main contributions, it is possible to highlight, at a theoretical level, the joint approach to issues of sustainable innovation and performance, since there are few studies covering the impact of adopting innovation practices on company performance. At a practical level, understanding of how the behavior of Brazilian industrial companies contributes to the wide distribution of practices that may contribute to better business performance and generate competitive advantages.

At a social level, understanding of the benefits in adopting sustainable innovations practices favors the minimization of negative socio-environmental impacts.

By analyzing the themes of sustainable innovation and industrial performance, the present study may contribute to adopting business behavior that strategically and systemically integrates the objectives of sustainable innovation.

The purpose of this paper is to examine the process of integrating sustainability into the corporate strategy of an emerging market multinational enterprises (EMNE) to achieve and maintain corporate legitimacy over time. The research explores how deploying a corporate sustainability strategy enhances the company’s long-term competitive relevance by creating and maintaining corporate legitimacy and transferring practices based on sustainable development goals within the organization.

The study adopts a qualitative single-case design, focusing on a corporate energy services company (Interconexión Eléctrica S.A.) operating in volatile, uncertain and turbulent environments.

The findings indicate that integrating sustainability into the corporate strategy enables subsidiaries to effectively meet global requirements, considering internal and external pressures. This integration also fosters the development of unique capabilities and the internalization of standards, addressing liabilities in foreign markets, thus providing a competitive advantage and safeguarding corporate legitimacy among stakeholders.

This research contributes to the international business literature by providing insights into strategy development and implementation in EMNEs. Specifically, it demonstrates how a Latin American emerging multinational enterprise (multilatina) adopts new sustainability strategies to enhance its business competitiveness. The study also offers guidance for emerging market companies on developing sustainability strategies and transferring them to subsidiaries operating in complex institutional environments. Furthermore, the research provides a rationale for governments and civil society organizations on why firms are committed to sustainability, highlighting its positive impact on firm’s competitiveness and survival in international markets.

The purpose of this paper is to summarize previous research findings of the relationship between reputation and sustainability at the firm level.

This research uses a systematic literature review of 306 retrieved articles that matched the search criteria. After applying filters and narrowing the sample to a total of 156 articles of a 19-year period (2000–2019) that were finally content analyzed for this study in order to identify sources, authors, theories, methodologies, and opportunities for future research.

Findings demonstrate that in most of the cases, sustainability appears to be an antecedent of corporate reputation and a tool to enhance stakeholders' acceptance and perceptions on companies' activities.

The study shows the potential of sustainability reporting as a tool to enhance corporate reputation; moreover, it also discussed the likely effect of sustainability over brand equity. This research confirms the importance of having strategic management of both corporate sustainability and reputation management. Including both reputational management and sustainability in the corporate strategy can be a potential source to create value, protect against difficulties and liabilities, and maximize business survival.

For business, establishing clear positions in relation to environmental and social issues, building collaborative global networks and authentic local relations, giving signals that reaffirm business purposes with all stakeholders, and adhering to the sustainable development agenda enhance positive corporate reputation.

In addition to answering the stated research question and in fact filling a gap in the literature, this study led us to identify 25 research questions classified in seven different areas (measurement and scales; causes and effects; longitudinal studies; geographical contexts; theory building; digital as a novel environment; and new actors and institutions).

This paper aims to explore the financial and non-financial accountability disclosure patterns of state-owned enterprises (SOEs), as hybrid organizations.

Adopting the hybridity concept and resorting to stakeholder theory, this paper works on a comparison between the accountability disclosure patterns of hybrid and private organizations operating in the same industry. European national news agencies are selected as units of analysis and an extensive web content analysis is performed on three categories of information.

SOEs are found to disclose a broader spectrum of information than private organizations, and differences between them have been found. Nevertheless, both financial and non-financial disclosures are underdeveloped in the two organizational types.

This paper illustrates how hybridity explains SOEs’ accountability disclosure patterns. Results could not be complemented through information on disclosure through alternative channels. Future studies are encouraged to perform simultaneous comparisons among hybrid, public and private organizations, as well as considering industry specifics.

As web accountability disclosure helps to address the demands of distant stakeholders, efforts are needed to enhance SOEs’ web accountability disclosures and not to undermine democratic accountability relationships.

This paper contributes to the ongoing debate on the accountability mechanisms and style of SOEs. Using a framework for hybrid organizations provides an understanding of how SOEs, as hybrid organizations, disclose information for accountability. In turn, this allows, and then promotes, the investigation of social phenomena by conceiving hybridity as a standalone institutional space.

This paper aims to investigate corporate social responsibility (CSR) in small and medium-sized enterprises (SMEs) in transition and developed economies.

Building on social capital theory, the creating shared value approach and institutional theory, the authors study why and how six SMEs in the food sector implement CSR.

The authors show that CSR adoption by SMEs is motivated by company values and beliefs, relationships with the local community, a desire to abide by rules and regulations and business motives. They also show that SMEs are involved in various CSR-related activities such as respecting their employees, infusing CSR in the supply chain and philanthropy.

The findings suggest that although there are similarities between the CSR motives and activities of SMEs in developed and transition countries, there are also some differences, which can be explained by differences in institutions and related to the maturity of the CSR construct in each setting. The authors consequently call for a more holistic approach when investigating CSR across countries, in particular when such investigation concerns SMEs.

This study aims to identify the nature of the characteristics and the social results of partnerships established between nongovernmental organizations (NGOs) and the company.

This research is a qualitative collective case study. Data were collected through 12 interviews and analyzed through the content analysis technique.

The findings indicate that in the first case, the partnership is driven by the company’s interest in qualifying its supplier, facing a relational identity orientation, establishing philanthropic relationships. In the second case, the search for social legitimacy is evident, in the face of a collectivist identity orientation, in which Petro establishes a relationship of a transactional nature. Thus, the differential in intersectoral collaboration lies in the interaction among company, NGO and cooperatives. The results also show that the dialogue proximity between companies and civil society have a strong relationship with social results for the local communities.

This study reveals the need to broaden the understanding of the social results of social partnerships to local communities.

The nature of the relationship among state, companies, NGOs and local communities in developing countries are different from developed countries. In the first case, companies are called to assume state’s role in improving quality of life and income generation.

This study aims to carry out a systematic literature review to identify the factors stimulating the adoption of sustainable practices by wine tourism companies, from two perspectives: supply and demand.

To carry out the systematic literature review, a search in two databases – ISI Web of Science and SCOPUS – was performed to collect wine tourism and sustainability-related papers. This search allowed to identify 60 papers published during the period 2005–2020.

The analysis revealed three factors explaining the adoption of sustainable practices by wine tourism companies, from the supply perspective: competitiveness, innovation and territorial development. From the demand perspective, two factors that emerged are as follows: awareness and recognition. Sustainability strategies contribute to improving companies’ competitiveness; innovation is associated essentially with reducing the ecological footprint, whereas adaptation to new forms of consumption and territorial development is connected to economic and social development. Consumers are increasingly aware and choose sustainable and responsible lifestyles; this being reflected in their new preferences and the recognition given to firms that implement sustainable practices. The findings also show that companies are increasingly establishing goals and objectives taking sustainable development into consideration, and consumers are also aware of sustainability issues at the moment of acquiring products and services. In addition, the wine tourism sector was found to be growing worldwide.

The originality of the current study is based on focussing the supply and demand sides simultaneously. Furthermore, as no previous review was made in the subject of sustainability in the wine tourism sector, the findings are both innovative and original and provide valuable guidance for future research.

The purpose of this paper is to analyze the mediating role of board effectiveness (understood as the capacity to efficiently manage and control all functions to guarantee the company’s prosperity) in the relationship between board diversity and firm performance.

The authors use partial least squares methodology to test the direct and indirect relationships between gender diversity in boards of directors and business performance.

Although the relationship between the presence of women on the board and the board’s effectiveness is statistically significant, this relationship is negative. However, board effectiveness (measured by the three constructs: strategic control, organizational innovation and decision-making) has a positive and statistically significant effect on business performance. Finally, there is a positive, but not statistically significant, relationship between gender diversity and firm performance.

The study has a small sample size, and most of the boards of directors analyzed are unequal with only a few companies achieving gender parity.

Public institutions must promote actions to achieve a critical mass of women directors and managers, so that women transcend a merely “symbolic” role on a board and are able to develop their skills and characteristics, thereby improving a board’s effectiveness and business performance.

This paper makes a theoretical contribution to the diversity and governance literature by providing a better understanding of the relationship between board gender diversity and firm performance. It considers the influence of women on the board through a holistic framework, analyzing the mediating role of the board’s effectiveness.

The aim of this study is to explore and understand corporate governance patterns in family firms across Latin America. This is in response to several calls in the academic literature urging for more empirical studies in corporate governance in developing regions.

Following a configurative perspective, a hierarchical cluster analysis is applied to a sample of the 155 largest Latin American family firms.

The authors identify three main corporate governance configurations across Latin American countries. First, the exported governance model resembles many characteristics of Anglo-American and Continental Europe governance patterns of public listed control, having independence from the board of directors, and mainly hiring non-family management. Second, the super-familial governance model describes private ownership where one or multiple families control both the board of directors and the top-management team. Finally, the hybrid governance model is the largest cluster identified in the sample and combines governance characteristics of both of the foregoing configurations. This configuration exhibits ownership structured through public offerings of shares combined with leadership of the board of directors by a family member as well as moderate family influence on the board and management.

This is the first study to investigate corporate governance in the largest listed and privately-owned family firms in Latin America. The article extends the conversation on family firm heterogeneity and contributes to the configurative approach in the family business field by offering a cross-country perspective and identifying meaningful taxonomies that are applicable beyond national boundaries.