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This chapter offers an overview of the applications of artificial intelligence (AI) in the textile industry and in particular, the textile colouration and finishing industry. The advent of new technologies such as AI and the Internet of Things (IoT) has changed many businesses and one area AI is seeing growth in is the textile industry. It is estimated that the AI software market shall reach a new high of over US$60 billion by 2022, and the largest increase is projected to be in the area of machine learning (ML). This is the area of AI where machines process and analyse vast amount of data they collect to perform tasks and processes. In the textile manufacturing industry, AI is applied to various areas such as colour matching, colour recipe formulation, pattern recognition, garment manufacture, process optimisation, quality control and supply chain management for enhanced productivity, product quality and competitiveness, reduced environmental impact and overall improved customer experience. The importance and success of AI is set to grow as ML algorithms become more sophisticated and smarter, and computing power increases.

This chapter examines megaproject design and planning in two “shrinking cities” – Philadelphia, PA and Detroit, MI – and concludes that megaproject “metastasis,” or repeated expansions into surrounding urban fabrics, is promoting the reduction of downtown into a series of self-contained enclaves. While political coalitions are constructing megaprojects, or large public works and/or single buildings, in cities around the world, in the United States, single-building megaprojects motivated by “growth coalitions” of public and private development actors have proliferated in downtowns since 1990. The urban design impacts of these megaprojects on the surrounding urban fabric have been little studied. Data on the institutional history, physical expansion, and relationship of the megaprojects to the urban fabric is combined with a qualitative analysis of megaproject theory and its application to the American condition, as well as to the political economy of development in American shrinking cities. The chapter concludes that megaprojects such as convention centers and casinos tend to expand inexorably once they are introduced into the American downtown. This metastasis results in the destruction of existing older buildings and street networks, the consolidation of street blocks into ever-larger superblocks, and the eventual physical restructuring of downtowns into enclaves of older fabric amidst clusters of megaproject superblocks. Applying Jacobs’ (1992) theory of “moral hybrids” between “commerce and politics” to megaproject metastasis, the chapter argues that while megaprojects may be inevitable in American downtowns, they should be sited away from active, small-scale urban fabrics to reduce the negative impacts of future metastases. The chapter takes a design-oriented perspective on a phenomenon that is almost always understood from a political economy perspective alone. Megaprojects are significant physical entities, and the chapter clarifies their physical impacts on the urban fabric while indicating urban design policy directions to reduce these impacts in future.

The Igbos are renowned for their success in business. This chapter traced the pre-colonial and post-colonial innovations among the Igbos to highlight salient factors that could be responsible for their outstanding success in recent times. In the pre-colonial era, the Igbos made their livelihood through vocations such as blacksmithing, traditional medicine, farming, pot moulding, hunting, food preservation, and textiles, especially in cloth weaving. The post-colonial period which witnessed the Nigerian civil war, led to a disruption of their entire business structure. However, through the principles of apprenticeship and hard work, ingredients of success in the pre-colonial years, the Igbos were able to rebuild their business structure and became renowned for their success. They retained some of their pre-colonial crafts such as cloth weaving of which the Akwete fabric is a good example and has gained both national and international prominence in recent times. The chapter presented the case of the Akwete Weaving Centre of Alex Ekwueme Federal University Ndufu-Alike Ikwo (AE-FUNAI), established to promote cultural heritage and enhance the entrepreneurial skills of students in the craft through modern apprenticeship. The chapter made recommendations on ways to enhance the Akwete Weaving industry and effectively harness its potentials.

Entrepreneurship involves complex interactions between individuals and environments but there is little research on these dynamics. We address this gap by conducting an inductive qualitative study of entrepreneurs in the exclusive tourist destination of Tiradentes, Brazil. Tiradentes has a unique architectural, cultural, and economic heritage that serves as a unique sociocultural backdrop that influences entrepreneurs’ models of start-up thinking and action. Specifically, our investigation revealed that entrepreneurs’ backgrounds (native vs. nonnative) and social identities come together with the sociocultural fabric of the community in a way that moved them towards a “Joia” or “Bijuteria” orientation, each of which were associated with a distinct mindset. This diversity had implications for entrepreneurs’ conceptualizations of start-up models possible within the backdrop of Tiradentes sociocultural fabric and this influenced the actions entrepreneurs took such as the geographic location chosen for the business and the business practices used. We discovered that entrepreneurs favoring one orientation over another tended to occupy predictable physical and social positions in the community while also espousing similar values and perspectives. These results are used to elaborate the theory on the link between the external and internal explanation for entrepreneurial thinking and action. The net effect is new understanding regarding ways models of start-up thinking and action can be investigated.

This chapter shows how different recycling locations influence closed-loop supply chain (CLSC) cost and carbon dioxide equivalents (CO₂e), as well as reveal competitive recycling and manufacturing locations, including relevant distance- and location-related factors, for achieving very low cost and CO₂e CLSCs supporting circular economy. Exploratory data analysis is used to analyze results from simulations based on empirical data and market rates relating to textile and clothing CLSCs. The results show that most very low-cost and CO₂e CLSCs consist of fabric and garment manufacturing located at the same or nearby locations, and whose labor costs and electricity CO₂e are low, whether fiber recycling facilities are located in proximity to used garment sorting facilities or not. Scenario and sensitivity analyses of important cost and CO₂e factors for recycling location competitiveness reveal that increasing used garment prices makes locations with high import duties lose competitiveness, and that varying water freight CO₂e changes comparative location competitiveness.

With only a few exceptions, economic sociology scholarship remains almost silent about illegality and crime in the economy. The implicit premise in the literature on market sociology is that institutional structures and exchanges taking place in markets are law abiding in nature. As a consequence of this legality bias the study of morality in markets has so far only addressed commodities – like human organs, gambling, drugs, alcohol, or tobacco – whose legal status depends on broad social agreements and has excluded markets whose workings are dependent on formally legitimized institutions like property rights, trademark laws, or copyrights. Drawing on seven months of ethnographic research, this chapter addresses the phenomenon of emerging moral justifications in the context of a marketplace for counterfeit and sweatshop-produced garments. In line with Anteby’s proposal on a “practice-based view of moral markets,” it argues that despite the broad moral consensus around trademark laws and the absence of professionals who advocate for legalization, moral justifications views arise from rising aspirations in such illegal markets. The case expands existing understandings of morality and contestation in economic sociology literature and shows its relevance in the context of recent academic scholarship on perceptions of the future as a source of moral justification of market exchanges.

The objective of this study is to investigate how country risk, different political actions from the government and bureaucratic behavior influence the activities in industry supply chains (SCs) in emerging markets. The main objective of this study is to investigate the influence of these external stakeholders’ elements to the demand-side and supply-side drivers and barriers for improving competitiveness of Ready-Made Garment (RMG) industry in the way of analyzing supply chain. Considering the phenomenon of recent change in the RMG business environment and the competitiveness issues this study uses the principles of stakeholder and resource dependence theory and aims to find out some factors which influence to make an efficient supply chain for improving competitiveness. The RMG industry of Bangladesh is the case application of this study. Following a positivist paradigm, this study adopts a two phase sequential mixed-method research design consisting of qualitative and quantitative approaches. A tentative research model is developed first based on extensive literature review. Qualitative field study is then carried out to fine tune the initial research model. Findings from the qualitative method are also used to develop measures and instruments for the next phase of quantitative method. A survey is carried out with sample of top and middle level executives of different garment companies of Dhaka city in Bangladesh and the collected quantitative data are analyzed by partial least square-based structural equation modeling. The findings support eight hypotheses. From the analysis the external stakeholders’ elements like bureaucratic behavior and country risk have significant influence to the barriers. From the internal stakeholders’ point of view the manufacturers’ and buyers’ drivers have significant influence on the competitiveness. Therefore, stakeholders need to take proper action to reduce the barriers and increase the drivers, as the drivers have positive influence to improve competitiveness.

This study has both theoretical and practical contributions. This study represents an important contribution to the theory by integrating two theoretical perceptions to identify factors of the RMG industry’s SC that affect the competitiveness of the RMG industry. This research study contributes to the understanding of both external and internal stakeholders of national and international perspectives in the RMG (textile and clothing) business. It combines the insights of stakeholder and resource dependence theories along with the concept of the SC in improving effectiveness. In a practical sense, this study certainly contributes to the Bangladeshi RMG industry. In accordance with the desire of the RMG manufacturers, the research has shown that some influential constructs of the RMG industry’s SC affect the competitiveness of the RMG industry. The outcome of the study is useful for various stakeholders of the Bangladeshi RMG industry sector ranging from the government to various private organizations. The applications of this study are extendable through further adaptation in other industries and various geographic contexts.

The purpose of this chapter is to examine what small business strategic management and long-term planning involves as practised by successful growth-oriented small businesses. The aim is to provide insight into the strategic learning, control and development processes, including indicative detail of the underpinning day-to-day practices and actions that make up those processes. Key focus is the overall strategic control activity of more progressive owner managers and their use of an idiosyncratic mentally held ‘strategic planning and thinking framework’ that guides and informs strategic decision-making, strategic adjustment to existing markets, products and processes activities and long-term strategic direction.

The research approach is underpinned and informed by personal construct theory which gives emphasis to the highly complex nature of the task of small business strategic control and highlights the need for a creative and innovative research methodology to facilitate close and detailed investigation of the phenomenon. To this end, a multidisciplinary case study research methodology was developed by the authors to underpin examination of strategic development and planning within micro-, small- and medium-sized businesses.

The chapter enhances understanding of small business strategic management practice in growth-achieving micro and small enterprises. The findings of this research, whilst demonstrating the key role of entrepreneurial learning in small firm strategic control of the uncertain external environment, also provides a multidimensional lens through which to dissect and better understand the small firm strategy development process – drawing upon and integrating grains of truth from the differing schools of management thought embedded in the literature.

The findings of this study also facilitate the addressing of the ‘black box’ of hazy insight within the literature which fails to reveal micro-level fine detail understanding of the managerial and organisational actions and activities that make up strategy process. The authors commence provision of such black box insight within this chapter – this as lead-through to the follow-on chapter which affords specific attention to enhancing understanding of the micro-level fine detail minutia of managerial, organisational and work activities that make up strategy process within small businesses.

The research is of a comparative dimension focussing on small business development within the developed economy context of the UK, the emerging economy contexts of Malaysia and Ghana and the transitional economy contexts of Russia. Thus, time and resource limitations bound the studies.

The digital and material traceability of our interactions in organizations are nowadays the subject of very advanced analyses through tools known as social media analytics (SMA). As thinking (infrastructure), SMA tools constitute objects to think of our digitally mediated interactions with. It produces a substratum (a new meaning) that would not exist otherwise, and enacts different types of reasoning that hypothetically influence community managers’ or members’ sensemaking of digitally mediated interactions. This chapter proposes to look behind the curtain of charts and graphs, in order to highlight the performativity of the interactions between the different machines and the traces of our digitally mediated interactions. Drawing on a detailed analysis of the fabric of SMA, this chapter highlights the explanatory power of a communication perspective on types of reasoning enacted by thinking infrastructures. First, considering the SMA tool as an editorial enunciation allows us to see it as a process implying several beings (e.g. machines, humans and logs) that are not without consequences. Second, we show that these beings have different modalities of interactions with each other, and that these modalities of interactions influence the materiality of the digital traces of past interactions. Third, throughout the process, we demonstrate the fragility and variability of their materiality. Finally, faced with the rise of a technological deterministic discourse, which tends to portray the exploitation of our digital traces as an objective way of representing the collaborative practices that make up the organization, our research aims, on the contrary, to demonstrate their relativity.