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The purpose of this paper is to explore whether and how the innovation performance of start-ups and small and medium-sized enterprises (SMEs) that collect funds using equity crowdfunding (EC), i.e. creators (or proponents), and the EC performance are influenced by the social media networks (SMNs) in which EC platforms' managers and firms exchange their ideas with investors and customers.

The empirical analysis is conducted on a sample composed by all the creators that collected funds in EC platforms over the three-year period 2018–2020. For each creator, the innovation performance is computed as the percentage of sales from new or significantly improved product and services compared to total sales of firm. For each campaign, the EC performance is considered as the ratio between the total amount of funding raised at the end of the campaign and the target capital for the campaign. To investigate EC platform social media activity, LinkedIn profiles of EC platforms managers are analyzed using the social network analysis (SNA) methodology, which permits to observe the quantity and the quality of managers' interactions with other users. A regression analysis is thus performed to observe the relationship between managers' LinkedIn activities, EC performance and creators' innovation performance.

Data reveal that EC platforms managers display different activities in networking, with some individuals more active than others and more oriented to interact with business profiles rather than personal ones. The variables related to managers' LinkedIn activities are shown to impact both on the EC performance and on the ability of creators to innovate, suggesting the existence of a link between creators, EC platforms and the activity of the subject who manages it.

The present study is the first to examine the link between the ability of creators to innovate and SMNs, focusing on the social links of platforms managers and considering the LinkedIn social media; moreover, the analysis is conducted analyzing the quality of the interactions in addition to their number. The study is original also in that rather than focusing on specific EC platforms it considers all those purposefully authorized by the Italian financial market supervisory authority over a three-year time span. From a managerial point of view, the observation of the relevance of social networks by personnel with specific professional skills reveals it can be a successful driver for operators in the sector, not only to safeguard their reputation, but to stimulate the processes of co-creation of value that is essential in the crowdfunding market.

The purpose of this paper is to explore how big data can shape ambidextrous business process management (BPM) in terms of exploitation and exploration.

A qualitative methodology involving case studies has been chosen to explore the impact of big data deployment on exploitative and explorative business processes.

The results of case studies offer some opportunities and challenges for service firms related to both the exploitative and the explorative aspects of BPM driven by big data.

The deployment of big data in business processes has attracted a large amount of interest recently. However, these studies are mostly conceptual, so empirical research about this complex relationship is quite rare, especially research with specific arguments regarding exploitative and explorative activities. This paper aims to fill this gap by offering empirical evidence for big data-driven business processes.

The purpose of this paper is to investigate the micro-linkages fostering consumers’ e-loyalty in grocery retailers B2C e-commerce context. Specifically, the authors focused on the neglected role of security, privacy and website design. Grocery retailing has been selected as the context of research because grocery retailers too have been required to develop B2C e-commerce platforms to meet their consumers’ evolving preferences.

A survey was distributed to several students from University of Florence (Italy). Structural equation modeling was used to compile the research, and its results reflect the impact on e-loyalty development on specific features of the e-commerce environment.

The main findings of this research are related with the importance of website characteristics as antecedents of e-loyalty in online grocery retailing.

Albeit the explored phenomenon has been subject to extensive study, some of its facets are yet to be fully explored. In particular, though the influence of e-trust, e-satisfaction and e-commitment on e-loyalty has been shown, little attention has been paid to the factors affecting these three antecedents of e-loyalty. In this regard, this research focuses on the importance of B2C e-commerce platform characteristics such as security, perceived relationship investment and website design. In addition, the phenomenon was scarcely explored in grocery retailers B2C e-commerce context.

This study aims to propose and test a theoretical model exploring the impact of internal and external factors of social media use by IT organisations on open innovation (OI) adoption with the mediating effect of knowledge management capabilities.

Data were collected from 200 IT firms and partial least squares structural equation modelling was used to analyse the data of this study and to test the research hypotheses.

The results revealed that both customer involvement in social media and top management support (TMS) for social media had a significant impact on OI adoption. However, only the relationship between TMS for social media usage and OI link was mediated by knowledge management capability.

This study stresses the importance of social media policy development for business managers to create an interactive platform for their customers to participate in the activities of the firm. Moreover, the results suggest that for developing open knowledge management capabilities, leaders must focus on and support the use of social media technologies by the firms.

Social media technologies have taken the world by storm. Organisations and individuals are influenced by the knowledge available on Web 2.0 platforms. Most of the current research has focussed on the impact of social media use on OI in developed countries, but developing nations on the Asian continent have been left out of this discussion. Moreover, while most studies have focussed on the OI outcomes, less efforts have been directed towards understanding and exploring the OI antecedents.

The increasing adoption of digital technologies such as social media have changed the way consumers share knowledge about products and services among each other. The aim of this paper is to test what factors drive customers to share knowledge about products and services on social media pages.

A quantitative survey design was employed for this study. Empirical data were drawn from 358 consumers in Italy, using a purposive sampling technique. The hypothesised relationships were tested using ordinary least squares regression modelling.

The results of this study reveal that the usage frequency of online reviews (UFORs), social bonds (SBs), subjective happiness (SH) and reciprocity positively impact on customer knowledge sharing (CKS). By contrast, the perceived usefulness of online reviews (PUORs), helping others, customer susceptibility to interpersonal influence (CSII) and informational (INFO) do not impact CKS.

To the best of the authors' knowledge, this study is amongst the first to empirically test the antecedents of knowledge-sharing behaviours about products and services on online social media. The present work offers relevant implications for theory. First, the work enriches the customer knowledge management (CKM) theory by providing empirical evidence on factors leading to the higher sharing of knowledge amongst customers. Second, the work adds to the literature on social media, demonstrating the individual determinants on knowledge-sharing behaviours about products and services in online communities. Practically speaking, this paper identifies some key elements driving CKS in social media conversations. Thus, building upon the findings of this study, the authors provide some guidelines for social media managers and retailers for promoting CKS on social media pages.