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This paper focuses on image-to-text manuscript processing through Handwritten Text Recognition (HTR), a Machine Learning (ML) approach enabled by Artificial Intelligence (AI). With HTR now achieving high levels of accuracy, we consider its potential impact on our near-future information environment and knowledge of the past.

In undertaking a more constructivist analysis, we identified gaps in the current literature through a Grounded Theory Method (GTM). This guided an iterative process of concept mapping through writing sprints in workshop settings. We identified, explored and confirmed themes through group discussion and a further interrogation of relevant literature, until reaching saturation.

Catalogued as part of our GTM, 120 published texts underpin this paper. We found that HTR facilitates accurate transcription and dataset cleaning, while facilitating access to a variety of historical material. HTR contributes to a virtuous cycle of dataset production and can inform the development of online cataloguing. However, current limitations include dependency on digitisation pipelines, potential archival history omission and entrenchment of bias. We also cite near-future HTR considerations. These include encouraging open access, integrating advanced AI processes and metadata extraction; legal and moral issues surrounding copyright and data ethics; crediting individuals’ transcription contributions and HTR’s environmental costs.

Our research produces a set of best practice recommendations for researchers, data providers and memory institutions, surrounding HTR use. This forms an initial, though not comprehensive, blueprint for directing future HTR research. In pursuing this, the narrative that HTR’s speed and efficiency will simply transform scholarship in archives is deconstructed.

This paper aims to reflect on the outcomes of a community-based video-conferencing intervention for depression, predating the COVID-19 pandemic. The study investigates the potential implications of its findings for enhancing adherence to digital mental health interventions. The primary objective is to present considerations for researchers aimed at minimising the intention-behaviour gap frequently encountered in digital mental health interventions.

A randomised control feasibility trial design was used to implement a telehealth model adapted from an established face-to-face community-based intervention for individuals clinically diagnosed with depression. In total, 60 participants were initially recruited in association with a local mental health charity offering traditional talking-based therapies with only eight opting to continue through all phases of the project. Modifications aligning with technological advancements were introduced.

However, the study faced challenges, with low uptake observed after an initial surge in recruitment interest. The behaviour-intention gap highlighted technology as a barrier to service accessibility, exacerbated by participant age. Furthermore, the clinical diagnosis of depression, characterised by low mood and reduced interest in activities, emerged as a potential influencing factor.

The limitations of the research include its pre-pandemic execution, during a nascent stage of technological mental health interventions when participants were less familiar with online developments.

Despite these limitations, this study's reflections offer valuable insights for researchers aiming to design and implement telehealth services. Addressing the intention-behaviour gap necessitates a nuanced understanding of participant demographics, diagnosis and technological familiarity.

The study's relevance extends to post-pandemic society, urging researchers to reassess assumptions about technology availability to ensure engagement. This paper contributes to the mental health research landscape by raising awareness of critical considerations in the design and implementation of digital mental health interventions.

Reflections from a pre-pandemic intervention in line with the developments of a post-pandemic society will allow for research to consider that because the technology is available does not necessarily result in engagement.

The paper presents the concept of Solidarity Economy proposed by the Austrian-Brazilian economist and professor Paul Singer who passed away in 2018 at age 86 years in his home in São Paulo. Singer arrived at the concept of Solidarity Economy by mixing utopian socialist thought originated in Europe during the Industrial Revolution with the wisdom of Latin American working people to find alternative paths to the capitalist economic system. Following the teachings of Paul Singer, we, as practitioners and academics, report the first stage of the formation of a popular cooperative in the sector of recycling that occurred between 2019 and 2021 in the Town of Goiás, Goiás, Brazil. Our analysis of this collective endeavour leads to two main lessons: first, Solidarity Economy is an even broader proposal of an alternative to the capitalist economy than Paul Singer imagined, because its roots are not restricted to the European cooperativism of the nineteenth century, and second, economics must be taught in more popular way because the most urgent economic problems affect primarily the working people.

After completion of the case study, students will be able to identify and discuss ways in which informal financing of the kind discussed in the case study can provide new or different opportunities for access to alternative financing schemes; assess the role of“social capital” in micro and small business development and to understand and apply the role of social capital for female entrepreneurs in the Global South; critically analyse and reflect on the new role of digital technologies in challenging traditional patriarchal social norms and exclusion and ultimately be able to evaluate the role of digital technologies in terms of its practical implications for female entrepreneurs; and understand the role played by socio-cultural and historical contexts in female-owned/managed businesses within informal sectors of the economy. Furthermore, the students should be able to discuss how these contexts provide opportunities or challenges for actionable/robust/relevant business plans for female entrepreneurs.

This case study aims to create a platform for classroom conversations around: context of entrepreneurship in informal economies, challenges of accessing finance, women entrepreneurship, opportunities of digital entrepreneurship and resource acquisition and social capital. Overall, this case study intends to inspire and cultivate additional voices to advance authentic understanding of informal business practices in the financial sector that go beyond traditional formal western settings. This case study is based on a true story relating to the “sou-sou” financing system – an informal financing scheme – originating from West Africa which has been transported to other parts of the world including Latin America and the Caribbean (LAC) and other parts of Africa. The characters involve Maria, the main protagonist; Eunice, from LAC; and Fidelia from West Africa. With first-hand information from Eunice and Fidelia, Maria learnt about the ideological principles and the offerings of flexibility, trust, mutual benefits and kinship of the sou-sou system and was inspired to integrate digital technologies as a sustainable game changer for accessing microfinance. This case study draws on the contextual understanding of the economy in the Global South as well as the gender-based aspects of entrepreneurship as key aspects of women entrepreneurship and digital entrepreneurship. The sou-sou system is presented as a practical solution to the challenges faced by women entrepreneurs in the Global South to access finances, and the integration of digital technologies is considered instrumental not only in reinforcing the traditional system but also in transforming the entrepreneurial prospects for these women.

This teaching activity is aimed at postgraduate students in Master of Management and Master of Business Administration programmes. It can also be used for short executive courses, specialised PhD seminars and advanced bachelor programmes. This case study could be taught in the field of entrepreneurship in areas related to technology, gender, women entrepreneurship and financing in the context of the Global South.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

Service failure and recovery encounters are often witnessed by other customers, but little is known about how these encounters impacts other customers. With an aim to bridge this gap, the purpose of the paper is to explore why and how service recovery directed at a focal customer impacts other customers who are present in the same service environment.

The paper follows a qualitative research methodology. Purposive sampling was used to collect data from 30 customers through semi-structured face-to-face interviews. The data was analysed using thematic analysis.

Findings of the study show that service recovery directed at a focal customer has an impact on other customers' fairness judgments, emotions, service quality perceptions and behaviour. Other customers' behavioural reactions in response to observed service recovery are driven by two different motives: self-interest and moral obligation. Observing customers' cautious behaviour and (re)purchase behaviour are found to be primarily driven by self-interest, whereas their helping behaviour, punishment behaviour and word-of-mouth behaviour are found to be driven by moral obligation.

This study findings contribute to theory development on “other-oriented” effects of service recovery and provides valuable insights for effective management of service failures in the shared service environment.

This is the first study, which qualitatively explores the “other customers” perspective of service recovery in the context of shared servicescape.

Introduction: In today’s world of increasing competition, diminishing product differentiation, higher customer expectations, easy product replacements and lowering brand loyalty, organisations are evolving new marketing strategies for economic, societal and sustainability. Cause-related marketing (hereafter referred to as CRM), a strategic sustainable philanthropic practice, is the upcoming form of CSR. CRM plays an instrumental role in achieving self-brand connection and brand loyalty.

Purpose: To explore, integrate and interconnect concepts of CRM and self-brand connection to get more insights into the imperative role of CRM strategy in developing self-brand connections that can lead to brand loyalty in the most sustainable way. For this, CRM and self-brand connection, as proposed by societal marketing and branding literature, were explored. This chapter is a propositional inventory where the researcher has explored the antecedents of CRM strategy and its role in developing brand loyalty through self-brand connection.

Methodology: This chapter is centred upon the existing literature on sustainability, CRM and branding to understand better the relationships between dimensions and consequences of CRM and its interlinkage with brand loyalty.

Findings: The literature recommends that selected dimensions: Cause-brand fit, product type, altruistic motivation and brand credibility determine the effectiveness of CRM strategy. It also establishes the profound impact of attitude towards brand, brand perception and brand distinctiveness on self-brand connection. A theoretical framework based on the existing literature represents an amalgamated groundwork for developing effective, sustainable CRM strategies in conjunction with the self-brand connection. The proposed framework is distinct as no study conjoins the abovementioned concepts and aims to comprehend whether this integration is brand loyalty.

I aimed to analyze and synthesize the literature on sustainable HRM and its sub-concepts, such as green HRM and socially responsible HRM, with the focus on research conducted in the Visegrad Group (V4) countries. I posed the following research questions: (1) What are the main characteristics of sustainable HRM research in the worldwide literature? (2) What are the main characteristics of research conducted in the V4 countries? (3) Which future research directions are promising gaps to be filled by research conducted in V4 countries?

For the purpose of this study, I applied bibliometric analysis, scientific network analysis and in-depth content analysis.

The results of the analyses of articles indexed in the Scopus database revealed that there is a growing trend in research on sustainable HRM. However, scarce research comes from the V4; scholars have conducted such studies only in Slovakia and Poland. There are five thematic clusters in the main sample, though the concept of green HRM has been explored the most. Although the keyword network analysis showed that the V4 articles focus mostly on sustainable HRM, the in-depth content analysis provided evidence that the V4 sample represented all concepts.

This is the first study to analyze the achievements of scientists from the V4 in this research field. It applies methodological rigor and a mixed-method approach. Moreover, it presents directions of research that go beyond the recommendations presented in the analyzed articles.

UrbanClap was setup in October 2014 to address the opportunity of bringing the workforce from the unorganised sector into the mainstream using the power of technology. It was an on-demand marketplace for services available through a mobile app. In the initial years, UrbanClap, developed as horizontal marketplace, saw intense competition from existing and new players who were operating in the hyperlocal services space. It competed in the on-demand service marketplace by categorising its services into a lead generation business (where it connected customers with the service provider and charged a fee for matchmaking) and a fulfilment business (where UrbanClap took end-to-end responsibility for quality of service delivery). After three and half years of operations, the three co-founders wondered if it was time they moved out of lead generation and instead focussed on the fulfilment business.

UrbanClap was setup in October 2014 to address the opportunity of bringing the workforce from the unorganised sector into the mainstream using the power of technology. It was an on-demand marketplace for services available through a mobile app. In the initial years, UrbanClap, developed as horizontal marketplace, saw intense competition from existing and new players who were operating in the hyperlocal services space. It competed in the on-demand service marketplace by categorising its services into a lead generation business (where it connected customers with the service provider and charged a fee for matchmaking) and a fulfilment business (where UrbanClap took end-to-end responsibility for quality of service delivery). After three and half years of operations, the three co-founders wondered if it was time they moved out of lead generation and instead focussed on the fulfilment business.