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This paper aims to explore the integration of artificial intelligence (AI) in smart cities (SC) as a key aspect of enhancing urban governance and achieving the UN's Sustainable Development Goals (SDGs). This integration presents significant opportunities and certain risks that require careful and proportionate management.

Adopting a multidisciplinary approach, and using a hierarchical impact assessment method, this study suggests how to measure the impact of AI-enhanced SC projects on ethical principles throughout respective projects’ life cycle. Having outlined a typology of SC applications, and having matched them with specific AI models, this paper develops and applies an analytical framework that serves as a valuable tool for monitoring ethical aspects of AI-based projects implemented in SC.

The study presents a descriptive model and a single visual scheme that synthesize the analytical framework. These tools provide support to public and private stakeholders, including citizens, NGOs and academic and research institutes by offering a unified method to assess and understand the ethical implications of complex SC systems. Through a hierarchical approach, the study aggregates the impacts of child nodes at each layer.

The study's contribution consists in the introduction of a comprehensive analytical framework that enables a structured assessment of ethical implications in AI-enhanced SC projects. By providing a clear approach for monitoring ethical impacts, the research fills a gap in literature as well as in practice as regards responsible and ethical use of AI in urban governance.

The present paper aims at understanding how horizontal network collaborations between small and medium enterprises (SMEs) can be designed and implemented to take advantage of a supply chain finance (SCF) perspective.

This study presents an SCF literature background identifying four literature gaps, and in response to them it adopts an action research approach. The empirical analysis is developed on a network-case study: a horizontal collaboration project between small businesses of the Italian wine industry and their supply chains.

SMEs can play an active role in developing – in terms of design and implementation – their collaborative networks by taking advantage of an SCF perspective for themselves, and their customers, based on the reorganization of relationships interface processes. Taking this perspective can be a concrete and crucial way to sustain the development of SMEs and their supply chains in an actual competitive context.

The paper identifies the theoretical gaps in the literature, suggests new research areas that deserve to be more deeply investigated and connects case-related results to the key concepts. The empirical part presents a real case application that proposes a complete roadmap for managers and practitioners who wish to experience similar projects.

This network-case study storyline, presenting an overview of ten years of meetings, with related purposes, is suggesting a roadmap for design and implementation of horizontal network as managerial implications. These kinds of active research projects, with a collaborative mixed team of academics and practitioners, and involving a multilayer group of participants, are positive examples for closing the bridge between companies and academia, which enhance this network of small businesses active in trying to improve their competitiveness working together.

The value of the paper is to embrace a supply chain-oriented perspective for an SME, independent of the financial system and based on inventory flow management. Very little literature focuses on inventory-based research within the SCF framework, designed for real implementation in horizontal network collaboration by entrepreneurial ventures.

This case is to familiarize students with the peculiarities of social enterprises (SEs). They would be able to recognize that SEs are hybrid organizations that merge a social purpose with the managerial logics of business ventures. Because of this dual nature, social entrepreneurs need to balance their social aim and the financial viability of the project when analyzing different ways to grow the business, as well as understand and address internal tensions that arise because they have to deal with diverse stakeholders. At the end of the analysis, students would have clear that social and commercial ventures respond to different logics, and therefore, require different managerial models.

Andrea Meoño was the founder of Hope Home, a center for early childhood education in San José, Costa Rica. The goal of the center was to provide education and daily care to children of disadvantaged families, especially single mothers for whom it was a real challenge to maintain a permanent job to sustain their children, and at the same time, provide them with adequate care and attention. After five years of operating the center, Andrea had to figure out the best way to grow her business, ensuring financial sustainability while keeping true to her original purpose of helping vulnerable mothers by providing their children with excellent educational opportunities.

Master’s and Master of Business Administration students taking a course on social entrepreneurship.

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CSS 3: Entrepreneurship