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The research on social media-based academic communication has made great progress with the development of the mobile Internet era, and while a large number of research results have emerged, clarifying the topology of the knowledge label network (KLN) in this field and showing the development of its knowledge labels and related concepts is one of the issues that must be faced. This study aims to discuss the aforementioned issue.

From a bibliometric perspective, 5,217 research papers in this field from CNKI from 2011 to 2021 are selected, and the title and abstract of each paper are subjected to subword processing and topic model analysis, and the extended labels are obtained by taking the merged set with the original keywords, so as to construct a conceptually expanded KLN. At the same time, appropriate time window slicing is performed to observe the temporal evolution of the network topology. Specifically, the basic network topological parameters and the complex modal structure are analyzed empirically to explore the evolution pattern and inner mechanism of the KLN in this domain. In addition, the ARIMA time series prediction model is used to further predict and compare the changing trend of network structure among different disciplines, so as to compare the differences among different disciplines.

The results show that the degree sequence distribution of the KLN is power-law distributed during the growth process, and it performs better in the mature stage of network development, and the network shows more stable scale-free characteristics. At the same time, the network has the characteristics of “short path and high clustering” throughout the time series, which is a typical small-world network. The KLN consists of a small number of hub nodes occupying the core position of the network, while a large number of label nodes are distributed at the periphery of the network and formed around these hub nodes, and its knowledge expansion pattern has a certain retrospective nature. More knowledge label nodes expand from the center to the periphery and have a gradual and stable trend. In addition, there are certain differences between different disciplines, and the research direction or topic of library and information science (LIS) is more refined and deeper than that of journalism and media and computer science. The LIS discipline has shown better development momentum in this field.

KLN is constructed by using extended labels and empirically analyzed by using network frontier conceptual motifs, which reflects the innovation of the study to a certain extent. In future research, the influence of larger-scale network motifs on the structural features and evolutionary mechanisms of KLNs will be further explored.

The purpose of this paper is to analyse the impact of political connections and gender diversity on the performance of Iberian companies as a singular market and considering Portugal and Spain separately.

The authors used panel data methodology, specifically GMM system estimation model by Arellano and Bond (1991) for the period from 2015 to 2020.

Results show that the performance of listed Iberian companies is influenced by political connections, by gender diversity and that gender diversity has a mitigating effect on the effects of political connections in each country. The mitigating effect of women is evident in both Portugal and Spain, as they are more cautious and principled, which is valued by short-term investors interested in an immediate investment. However, considering the Iberian Peninsula as a whole, the results indicate that – in the long term – women's political relationships can benefit performance through a better reputation and image, which can lead to better social and economic results in the long term.

To the best of the authors’ knowledge, this paper is original and covers an important gap in the literature when considering political connections and women's impact on these connections as determinants of the performance of Iberian companies.

The purpose of this research is to investigate the effect of characteristics of capitalism on environmental performance.

The authors analyzed a sample of 6,257 companies, based in 55 countries and 8 typologies of capitalism. The independent variables are the characteristics of capitalism, measured through five indicators: cooperation between employees and employers, index of economic freedom, local competition between industries, human development index (HDI) and quality of the governance environment. To measure environmental performance, the authors created an index composed of 20 indicators. Data were analyzed using panel data regression and dynamic panel of the generalized method of moments.

The results indicate that the characteristics of capitalism can shape the environmental behavior of companies. The authors find that in countries with better cooperation between employees and employers, more economic freedom, and competition between firms, in addition to better HDI and national governance, companies have higher environmental performance. When they are in more developed countries, companies have a greater environmental performance.

Managers must consider the country's characteristics of capitalism when making their environmental decisions and strategies. The findings invite governments to incorporate into their regulations mechanisms to protect other interest groups, not just shareholders.

Few studies have examined environmental performance, which is less susceptible to greenwashing. The metric for environmental performance measures the company's concrete effort in relation to environmental issues and not just the disclosure of information. Additionally, the authors examine characteristics of capitalism supported by Varieties of Capitalism, an approach still little explored in the environmental management.

This paper aims to investigate the potential influence of managers on sustainability assurance. When the quality of sustainability reporting is questionable because of subsequent restatements, the authors explore whether assurance is used to enhance its credibility as a legitimization tool or as an impression management strategy. Additionally, the authors analyze how capital markets react to this potential managerial capture and, particularly, whether investors penalize this practice through the cost of capital.

Using an international sample from 2012 to 2016 and panel data regressions, this study relies on DICTION’s master variables of optimism and certainty to examine the impact of managers on assurance and the market’s reaction to these practices.

The study shows that some managers might use assurance as a legitimization tool rather than as a means of reinforcing the credibility of sustainability reporting. In such cases, the results reveal that investors penalize (reward) managerial influence (no influence) on assurance.

The new findings help companies understand that they will not improve their financing terms if investors perceive that managers have influenced assurance. Moreover, these findings emphasize the need for standardization to clarify assurance criteria and prevent managerial influence.

Managerial influence on assurance raises doubts about its value in terms of reducing information asymmetry and especially improving investors’ decision-making.

The present study represents the first evidence of the potential use of assurance for non-informative purposes. The authors provide clear evidence of how investors penalize managerial influence on assurance, in contrast to the mainstream literature, which shows that this practice always improves investors’ decision-making and is rewarded.

For almost half a century, society has been aware of the existence of a glass ceiling, a term that describes the invisible barriers that hinder women’s access to power positions despite having equal or greater qualifications, skills and merits than their male counterparts. Nowadays, although there are signs of slow progress, women are still underrepresented in the upper echelons of large corporations and the risk of reversing the progress made in gender parity has increased because of the effects of the COVID-19 pandemic. This paper contributes to previous literature by analysing the impact that the uncertainty and cognitive effects associated with COVID-19 in 2020 had on the presence of women on the board of directors and whether this impact has been moderated by the regulatory and policy system on gender quotas in place at the time.

To test the authors' research hypotheses, the authors selected the major global companies worldwide with economic-financial and non-financial information available in the Thomson Reuters EIKON database over the 2015–2020 period. As a result, the authors' final sample is made up of 1,761 companies from 52 countries with different institutional settings that constitute an unbalanced data panel of 8,963 observations. The nature of the dependent variables requires the use of logistic regressions. The models incorporate the terms to control for any unobservable heterogeneity and the error term. Any endogeneity issues were addressed by considering the explanatory variables with a time lag.

The authors find that almost 30% of the companies downsized their boards in 2020. This decision resulted in more female than male directors being made redundant, causing a reversal in the fulfilment of gender quotas focussed on ensuring balanced boards with a female presence of 40% or more. This effect was enhanced in countries with hard-law regulation because the penalty for non-compliance with gender quotas had led to a significant increase in the size of these bodies in previous years through the inclusion of the required number of female directors. In contrast, the reduction in board size in soft-law countries does not differ from that in laissez-faire countries, lacking any moderating effect or impact on the number of female board members dismissed as a result of the pandemic.

This paper aims to contribute to current knowledge by analysing the impact that the countries' regulatory and normative systems on gender parity on boards of directors have had on the decisions made in relation to leadership positions, moderating the effects of the COVID-19 pandemic on gender equality at a global level.

Sustainability development goals (SDGs) cannot be achieved without a concerted effort from businesses and other organisations, being the corporate level is one of the keys to the achievement of SDGs. This study aims to explore the relationship between firms' adoption of SDG reporting in China and two main corporate-level factors, namely, board characteristics and ownership factors. Also, this study aims to determine which set of drivers – those related to board or ownership factors – exerts a greater influence on this reporting.

This research examines the impact of ownership and board-level factors on the SDG reporting of Chinese firms in the period 2016–2018, with a final sample of 455 firm-year observations operating in 11 activity sectors.

The results support the following: firstly, that board independence and size and the existence of a corporate social responsibility (CSR) committee favours firms addressing SDGs in their sustainability reporting while greater levels of foreign or institutional ownership are negatively related to a company's adoption of SDG reporting; secondly, two-stage logit regression results revealed that board-level factors exert greater explanatory power in the prediction of this reporting and have bigger weights in affecting the SDGs reporting.

This study focuses on assessing the drivers of SDGs; namely, what internal factors will facilitate companies' better implementation of SDG reporting to bridge the gap in this field, not only extending the investigation of corporate governance factors affecting SDGs but also examining the impact of corporate ownership on SDG reporting.

This study enriches and provides support for previous studies examining the drivers of SDGs in the private sector. In academia, addressing SDGs in business is still an emerging research stream that is still in an embryonic state; the reporting of SDGs in business is quite under-investigated in the sustainability literature. Moreover, literature on the drivers that promote better implementation of SDGs in business is even more scarce and incomplete. Some previous studies have ignored the impact of board size and the CSR committee. At the same time, there is no research to date on the impact of ownership on companies' SDGs reporting, which has been proved to play a large role in firms sustainability reporting.

The objective of this study is to investigate the differential impact of gain versus loss message framing on the effectiveness of corporate social responsibility (CSR) communications in eliciting online brand engagement within the hospitality industry. Furthermore, this research aims to examine the extent to which evoked happiness and message credibility mediate the relationship between CSR message framing and online brand engagement, as these mediating factors have not been thoroughly examined in the existing academic literature.

This study utilizes a between-subjects experimental design to test an integrative research framework, which is grounded in message framing theory and the elaboration likelihood model (ELM), in order to examine the interrelationships among the various constructs of the study within a coffee shop context on Facebook.

The findings of this study indicate that gain framing is a more powerful predictor of online brand engagement than loss framing. A mediation analysis supports the assertion that the effects of CSR framing communications on online brand engagement are mediated by evoked happiness and message credibility. Specifically, when the CSR message was framed in a positive (gain) manner, it was perceived as more credible and evoked more happiness, leading to increased online brand engagement. Additionally, the study’s results provide empirical evidence for the notion that the happiness elicited by brand messages enhances their credibility, leading to further online brand engagement.

This research makes a novel contribution to the literature by investigating the distinct effects of message framing on online brand advocacy and examining the complex interrelationships that modulate consumer engagement within the context of the hospitality industry.