Gian Luca Gregori’s research while affiliated with Marche Polytechnic University and other places

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Publications (16)


The impact of education on the Energy Trilemma Index: A sustainable innovativeness perspective for resilient energy systems
  • Article

January 2023

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48 Reads

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27 Citations

Applied Energy

Simone Gibellato

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Fabio Fiano

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[...]

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Gian Luca Gregori

This study investigates the association between the Energy Trilemma Index (ETI) (which measures secure, affordable, and sustainable energy) and a country's level of education from a sustainable innovativeness perspective. We analyze if school life expectancy (SLE) and the students' predispositions towards STEM degrees (science, technology, engineering or mathematics) can stimulate the creation of sustainable and resilient energy systems. We perform a regression analysis based on data from 118 countries, and we employ both an ordinary least squares (OLS) regression and a robust-to-outliers MM-estimator. The statistical investigation reveals that the higher the school life expectancy, the higher the ETI. By contrast, we find no significant association between the ETI and the percentage of STEM graduates. So what matters in energy sustainability is the number of persons who decide to continue tertiary studies rather than their attitudes towards studying scientific subjects. This research paper contributes to the literature on renewable energy, circular economy (CE), sustainable innovation, and knowledge management by demonstrating how education can aid in implementing energy systems that adhere to the triple bottom-line approach (society, economy, and environment). Thus, sustainable and resilient energy systems can be spurred by not only environmental and economic variables but also social ones. Therefore, the traditional approach of the CE for achieving sustainable development should be substituted by alternative CE approaches that consider social variables. From the managerial standpoint, a high SLE can foster resilient energy systems through the creation of ad hoc policies, the birth of new companies connected to the renewable energy sector, and new organizational forms of energy management handled directly by citizens.


Longevity Family Firm and Innovation: A matter of communication?

January 2023

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32 Reads

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2 Citations

CORPORATE GOVERNANCE AND RESEARCH & DEVELOPMENT STUDIES

Studies on longevity firms and innovation are limited. This study aims to discover if and how the longevity family firms are able to communicate innovation and able to communicate innovation concerning their being traditional. Our evidence individuated as longevity family firms adopt an integrative approach to innovation and the family remains more attached to tradition with a different role in the firms communication.


To act or to react? The role of responsiveness in corporate social performance disclosure in preventing plastic pollution in the travel and tourism sector

May 2022

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27 Reads

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6 Citations

Corporate Social Responsibility and Environmental Management

A corporate social performance model is dependent on strategies involving the processes of social responsiveness. From this perspective, this article observes that the voluntary disclosure of corporate social performances (CSP‐D) is a proactive behavior based on “responsiveness” because it corresponds to the ability to reduce the gap between disclosed content and the perception of the content by stakeholders. The study examines the voluntary disclosure actions undertaken through social media by 60 T&T companies to communicate to their stakeholders how they contribute to reducing environmental negative externalities, plastic pollution in particular. Then, a co‐word analysis is carried out, adopting social network maps to highlight and compare the cognitive paths that characterize disclosure and reaction. The findings suggest that when the cognitive pathways of stakeholders tend to converge towards the behavior disclosed by companies, their expectations are met and this enhances CSP‐D effectiveness. Finally, social media are suitable for generating this alignment, reducing the legitimacy gap and building a good reputation.


Combining sell-out data with shopper behaviour data for category performance measurement: The role of category conversion power

March 2022

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89 Reads

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8 Citations

Journal of Retailing and Consumer Services

Retailers need to manage a series of complex decisions relating to numerous products. To reduce this complexity, they have introduced category management practices, which consider groups of similar products (categories) that can be managed separately as single business units (SBUs). Although the concept that the store offer should be organised as a category mix and that this strategy allows for better overall store management is already consolidated, retailers still struggle to adopt an approach to the store performance measurement starting from a category level perspective. Nowadays, the available methods for measuring categories’ performance are quite limited. The current trend sees the measurement of category performance mainly based on sell-out data that are ill-equipped to fully address category management issues. Retailers should broaden their field of analysis not only by focusing on the product/sales perspective but also by including other methodologies such as shopper behaviour analysis. In this regard, the use of technology offers the retail sector new perspectives for those analysis. Therefore, we intend to contribute to the ongoing debate on the retail analytics topic by presenting a shopper behaviour analytics system for category management performance monitoring. More in detail, we could derive a new key performance indicator, category conversion power (CCP), aimed at analysing and comparing the single categories organised within the store. The research is based on a unique dataset obtained from a real-time locating system (RTLS), which allowed us to collect behavioural data togheter with sell-out data (from POS scanner). We argue that retailers could exploit this new analytical method to gain more understanding at the category level and therefore make data-driven decisions aimed at improving performance at the store level.


Figure 3. Seafood presentation in V€ astra G€ otland (Sweden) festivals
Figure 5. Different approaches of Italian and Swedish seafood festivals
Seafood festivals for local development in Italy and Sweden
  • Article
  • Full-text available

December 2021

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145 Reads

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13 Citations

British Food Journal

Purpose The paper focusses on festivals taking place in coastal regions whose central element is seafood. The purpose is to analyse the role of seafood festivals as potential tourist attractions for local development. The decision to focus on coastal areas is based on a perceived knowledge gap regarding the interactions between different sectors of the sea economy. Design/methodology/approach Qualitative exploratory case studies of seafood festivals in Italy and Sweden have been performed using an analytical model. The participatory observation methodology contributed to a better understanding of the phenomenon. Findings The analysis shows the close relationship between seafood and tourism, and although it takes variable forms, food is a fundamental lever for maritime and coastal tourism and local development. Findings suggest that local food events can help strengthening gastronomic identities, despite there is a different articulation between tradition and marketing in the two countries. Research limitations/implications Since this paper represents an exploratory study of five seafood festivals, research needs to be extended and replicated before any findings can be generalized. However, the model is flexible enough to be tested in different food events. Practical implications Food events represent a key instrument for the integration of territorial policies in which tourism and food products might be used as strategic instruments for the development of coastal areas. Originality/value This paper is a first attempt to analyse and compare seafood events, contributing to filling the gap in event literature referring to coastal areas. The model introduced can be used to determine the articulation of tradition-marketing in different food events.

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Rethinking companies’ culture through knowledge management lens during Industry 5.0 transition

December 2021

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400 Reads

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153 Citations

Journal of Knowledge Management

Purpose Through the human resources (HR) and knowledge management (KM) perspective as human-centric processes, the aim of this study is to explore how companies’ engagement in diversity (DIV), inclusion (INC) and people empowerment (PEMP) policies influences companies’ organizational performance, to support organizations in the shift to the Industry 5.0 framework. Design/methodology/approach Combining the HR management and the KM-driven organizational culture, a conceptual model is proposed for explaining companies’ higher organizational performance. Proposed hypotheses are tested with reference to a set of listed international companies traced by Refinitiv on a five-year time horizon (2016–2020) through 24,196 firm-year observations. Findings This research shows that companies engaged in DIV policies, INC practices and PEMP through education have higher profitability and are more valued by capital markets’ investors. Originality/value This paper draws attention to the need to overcome the reductionist view of HR and rethink KM architecture to cope with the growing challenge of HR integration according to the Industry 5.0 paradigm.


Towards designing society 5.0 solutions: The new Quintuple Helix - Design Thinking approach to technology

November 2021

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191 Reads

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81 Citations

Technovation

The integration of Industry 4.0 (I4.0) technologies within society is pivotal for resolving many challenges that the world and its population are facing presently—global pandemics, ageing populations, and climate change. However, academics and practitioners still struggle to fully understand I4.0 outcomes outside of the manufacturing domain, thereby unravelling their potential for society at large. In this scenario, Society 5.0 (S5.0) is arising as a new paradigm that places humans at the centre of innovation. To foster the effective integration of technology into society and to better understand how to design S5.0 configurations and solutions, the authors developed a conceptual model applying the Design Thinking (DT) approach to the Quintuple Helix (QH) innovation framework. The proposed QH–DT model was found to be suitable for allowing the knowledge flow among the actors involved in the design and implementation of the S5.0 solution. The model was then explained through its application in a healthcare project—the SMARTAGE. By adopting an action research methodology, the results explain how it becomes possible to build complex human-centric healthcare solutions.


Data-Driven Knowledge Discovery in Retail: Evidences from the Vending Machine’s Industry

February 2021

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53 Reads

Lecture Notes in Computer Science

The purpose of this study is to investigate new forms of marketing data-driven knowledge discovery in the vending machine (VM) industry. Data of shopping activities understanding were gathered and analyzed by a system technology based on a RGBD camera. An RGBD camera, already tested in retail environments, is installed in top-view configuration on a VM to gather data that are processed and embedded within a knowledge discovery project. We adopted the knowledge discovery via data analytics framework (KDDA) that was applied to a real-world VM scenario. Real-world case tests, based on more than 17.000 shoppers measured in 4 different locations, were conducted. By using this method it was possible to verify the ability of this approach to generate new forms of marketing data-driven knowledge available on the VM industry. Main novelties are: i) the application of a KDDA project to the VM industry; ii) the use of RGBD data sources for the first time for a KDDA process; iii) the contribution to the practice by supporting retailers to carry out knowledge discovery processes more effectively; iv) the real-world testing process based on 4 locations and more than 17.000 shoppers.


Internal vs. external R&D teams: Evidences from the Italian wine industry

January 2021

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47 Reads

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40 Citations

Journal of Business Research

R&D teams' internationalization attracts interests from different research-streams. However, the decision on what type of R&D structure is more convenient to invest in may differ, based on several factors, such as risk-taking propensity and internal resource availability. With an aim to enrich the extant literature and to provide practical insights for managers working in the wine industry, this case study explores the determinants of an Italian family-owned winery that attempts to keep a balance between its internal and external R&D teams' decision, using an integrated theoretical framework based on the transaction costs and the resource-based view theory. The optimal R&D solution based on an accurate costs vs benefits analysis leads the firm to hire highly qualified staff to manage its internal R&D unit, as well as to complement the unit with complementary resource that can be accessed through external R&D knowledge sources.


Food purchasing behavior at automatic vending machines: the role of planograms and shopping time

December 2020

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401 Reads

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8 Citations

British Food Journal

The purpose of this paper is to investigate the food and beverage automatic retail environment by analysing the impact of planograms, conceived as a visual merchandising practice and shopping time – the time spent making a purchase – as part of food consumer purchasing behaviour to further enrich the debate on the ability of companies to absorb customer knowledge. A real-world experiment was conducted using a sample of 27,230 valid observations of consumer purchasing decision-making processes at automatic vending machines (AVMs). Data were collected by a shopper behaviour analytics system that allows for a better understanding of the AVM users' behaviour. Two sets of regressions were run to test the two hypotheses. The experimental results demonstrated that planograms – the planned, systematic organisation of products in an AVM – positively impact food purchases. A planogram acts as a mediator in the relationship between shopping time and purchase, resulting in shorter shopping times and more purchases. This work adds to the customer knowledge literature by focussing on customer behaviour in the food and beverage automated shopping environment. The shopper analytics technology adopted to collect real-time data leads to a better understanding of the purchasing behaviour of AVMs' users and provides new marketing and retail insights into AVMs' performance that retailers can use to improve their marketing strategies.


Citations (13)


... As China is undergoing a high-quality economic transformation, the innovation-driven strategy serves as a pivotal breakthrough for achieving this transformation (Cao, Zhang, & Qian, 2019). Implementing the innovation strategy can stimulate the organic growth of China's economy, boost the vigor of the innovation drive, and contribute to the sustainable innovation of society and the sustainable development of the nation (Gibellato, Ballestra, Fiano, Graziano, & Gregori, 2023). However, the success of these policies is often contingent upon the disparities between regions, industries, and individuals, which can result in uneven outcomes. ...

Reference:

The Impact of Innovation Reform on Wealth Inequality: Evidence from Comprehensive Innovation Reform Pilot Zones
The impact of education on the Energy Trilemma Index: A sustainable innovativeness perspective for resilient energy systems
  • Citing Article
  • January 2023

Applied Energy

... Next, we test our framework in a longitudinal sample of hotel groups' sustainability reports, and we evidence the usefulness of the framework for explaining the heterogeneity of reports and the dynamics of change. Here we contribute to the literature on sustainability reporting in hospitality (e.g., Uyar, Karaman, et al., 2021;Fait et al., 2022), which has seldom adopted an institutional logics lens nor a longitudinal perspective of the evolution of reports (see Guix & Petry, 2023). ...

To act or to react? The role of responsiveness in corporate social performance disclosure in preventing plastic pollution in the travel and tourism sector
  • Citing Article
  • May 2022

Corporate Social Responsibility and Environmental Management

... Point-of-sale (POS) systems monitor and execute transactions, making them the most common data source for retail analytics in physical establishments. Although this system effectively tracks sale volumes, more data is required to accurately provide information regarding product sales and availability relative to customer response [4]. This is also taking into consideration that additional POS system features may be kept behind a paywall that puts micro, small, and medium enterprises (MSMEs) at a disadvantage compared to their well-established competitors, who have more resources [5]. ...

Combining sell-out data with shopper behaviour data for category performance measurement: The role of category conversion power
  • Citing Article
  • March 2022

Journal of Retailing and Consumer Services

... Some companies have shown superficial engagement, despite the benefits and the new holistic approach, the core belief is that businesses can have a sustainable outcome and resilient organizations (Cillo et al., 2022). ...

Rethinking companies’ culture through knowledge management lens during Industry 5.0 transition
  • Citing Article
  • December 2021

Journal of Knowledge Management

... The technology known as cloud computing offers dependable data management and storage, opening up possibilities to take use of the promise presented by the Cyber-Physical Systems and Internet of Things [13]. ...

Towards designing society 5.0 solutions: The new Quintuple Helix - Design Thinking approach to technology
  • Citing Article
  • November 2021

Technovation

... In 2020, growing interest in sustainability and corporate responsibility emerged, reflecting in the wine industry's sensitivity to climate change and stakeholder perceptions (Festa et al., 2020;Pucci et al., 2020). Additionally, the disruptive effects of the COVID-19 pandemic in 2020-2021 led to a slight decline in publication output and a growing emphasis on risk management and organizational resilience as survival strategies (Bressan et al., 2021;Browne et al., 2020;Giacomarra et al., 2021). Table 1 lists the top 20 representative journals out of a total of 384 included in the database. ...

Internal vs. external R&D teams: Evidences from the Italian wine industry
  • Citing Article
  • January 2021

Journal of Business Research

... RGB-D cameras were used more frequently (e.g. Marinelli et al. 2021;Sturari et al. 2016) than 3D depthcameras (i.e. Mäkelä et al. 2014;Vildjiounaite et al. 2014). ...

Food purchasing behavior at automatic vending machines: the role of planograms and shopping time
  • Citing Article
  • December 2020

British Food Journal

... The focus groups pointed out that the standard has positive impacts on the leadership (Gamboa & Melão, 2012). Leadership style adopted influence the processes of planning and control, determines the content and relations between roles, the operative procedure and the system of communication and expressed as the ability to inspire feelings of community and cooperation (Oricchio, Zanda, Gregori, & Marinelli, 2020). Leaders give direction, thereby creating conditions in which workers are engaged at all levels establish the unity of purpose in achieving the organization's quality objectives. ...

Top management evaluation in Italian food and beverage industry
  • Citing Article
  • November 2020

British Food Journal

... In addition, they found that tweet sentiment in the days preceding the IPO could predict the IPO's first day stock returns, from opening price to closing price. Gregori et al. [31] analyzed tweets in the three months prior to each IPO of a sample of 412 U.S. firms issuing IPOs between 2010 and 2016. The results showed that the more favorable the sentiment, the closer the offer price was set to the maximum achievable, to the benefit of the issuer. ...

The social side of IPOs: Twitter sentiment analysis and investors’ attention in the IPO primary market

AFRICAN JOURNAL OF BUSINESS MANAGEMENT